From 57947d2eb1366d5ff026d04c3e3a8219632effe5 Mon Sep 17 00:00:00 2001 From: James C Date: Tue, 19 May 2026 09:00:51 -0400 Subject: [PATCH 1/5] small changes, new troubleshooting doc, and overview infographic --- Docs/README.md | 4 +- Docs/troubleshooting.md | 168 +++ Overview.png | Bin 0 -> 1828622 bytes README.md | 366 ++---- Samples/Demo_async.ipynb | 2589 +++++--------------------------------- 5 files changed, 574 insertions(+), 2553 deletions(-) create mode 100644 Docs/troubleshooting.md create mode 100644 Overview.png diff --git a/Docs/README.md b/Docs/README.md index 4332550..a748741 100644 --- a/Docs/README.md +++ b/Docs/README.md @@ -10,10 +10,12 @@ This folder contains the main project documentation for Agent Memory Toolkit. | [local_testing.md](local_testing.md) | Covers local setup, environment configuration, RBAC, Cosmos provisioning, running the toolkit and Azure Functions locally, and testing change feed auto-processing with serverless or autoscale container provisioning. | | [azure_testing.md](azure_testing.md) | Covers Azure deployment, cloud configuration, required services, change feed settings, throughput mode configuration, and validation steps for running the toolkit in Azure. | | [design_patterns.md](design_patterns.md) | Shows when and how to call CRUD operations, summarization, fact extraction, and memory retrieval in chat and multi-agent applications, including automatic processing via the change feed. | +| [troubleshooting.md](troubleshooting.md) | Helps diagnose common setup, authentication, Cosmos DB, embeddings, Durable Functions, vector search, and change feed issues. | ## Recommended Reading Order 1. Start with [concepts.md](concepts.md) to understand the data model and memory lifecycle. 2. Use [local_testing.md](local_testing.md) to get the toolkit running and validated on your machine. 3. Use [azure_testing.md](azure_testing.md) when you are ready to deploy or validate the full stack in Azure. -4. See [design_patterns.md](design_patterns.md) for integration patterns in real applications. \ No newline at end of file +4. See [design_patterns.md](design_patterns.md) for integration patterns in real applications. +5. Use [troubleshooting.md](troubleshooting.md) when setup, processing, search, or automatic change feed behavior does not work as expected. \ No newline at end of file diff --git a/Docs/troubleshooting.md b/Docs/troubleshooting.md new file mode 100644 index 0000000..4baa1dc --- /dev/null +++ b/Docs/troubleshooting.md @@ -0,0 +1,168 @@ +# Troubleshooting Agent Memory Toolkit + +Use this guide when local memory works but Cosmos DB, embeddings, Durable Functions, or automatic change feed processing does not. + +--- + +## Quick Triage + +| Symptom | First checks | +|---------|--------------| +| Import errors | Install with `pip install -e ".[dev]"` and import `CosmosMemoryClient` or `AsyncCosmosMemoryClient`. | +| Missing configuration | Verify `.env`, `azure_functions/local.settings.json`, and Azure Function App settings use the same endpoint, database, and container values. | +| Cosmos 401 or 403 | Run `az login` and confirm Cosmos DB data-plane RBAC is assigned. | +| Cosmos operations fail before connecting | Call `create_memory_store()` or `connect_cosmos()` before cloud operations. | +| Search returns no vector results | Confirm embeddings are generated and `EMBEDDING_DIMENSIONS` matches the container vector policy. | +| Durable Function calls fail | Start the Functions host and check `ADF_ENDPOINT`, `ADF_KEY`, and the orchestrator route. | +| Change feed does not create summaries or facts | Confirm change feed settings, thresholds, lease container, counter container, and that inserted documents have `type: "turn"`. | + +--- + +## 1. Environment And Imports + +Install the package from the repository root: + +```bash +pip install -e ".[dev]" +pip install -r azure_functions/requirements.txt +``` + +The public clients are: + +```python +from agent_memory_toolkit import CosmosMemoryClient +from agent_memory_toolkit.aio import AsyncCosmosMemoryClient +``` + +If notebooks cannot import the package, run them from the `Samples` folder or add the repository root to `sys.path`. + +--- + +## 2. Configuration And Authentication + +For local runs, keep `.env` and `azure_functions/local.settings.json` aligned: + +```env +COSMOS_DB_ENDPOINT=https://.documents.azure.com:443/ +COSMOS_DB_DATABASE=ai_memory +COSMOS_DB_CONTAINER=memories +COSMOS_DB_COUNTERS_CONTAINER=counter +COSMOS_DB_LEASE_CONTAINER=leases +AI_FOUNDRY_ENDPOINT=https://.services.ai.azure.com/ +EMBEDDING_MODEL=text-embedding-3-large +EMBEDDING_DIMENSIONS=1536 +ADF_ENDPOINT=http://localhost:7071/api +ADF_KEY= +``` + +Run `az login` before using `DefaultAzureCredential`. + +Required roles: + +| Service | Role | +|---------|------| +| Cosmos DB | Cosmos DB Built-in Data Contributor | +| Azure OpenAI / AI Services | Cognitive Services OpenAI User | + +RBAC changes can take several minutes to propagate. + +--- + +## 3. Cosmos DB Store Creation + +Run `create_memory_store()` before relying on cloud operations. It creates the database plus the `memories`, `counter`, and `leases` containers. + +The memories container is created with: + +- hierarchical partition key on `user_id` and `thread_id` +- vector index on `/embedding` +- full-text index on `/content` + +If vector or full-text search fails after changing dimensions or indexing settings, create a fresh container with the desired configuration. Cosmos container vector policies are creation-time infrastructure choices. + +Use `COSMOS_DB_THROUGHPUT_MODE=serverless` for the default setup. Use `autoscale` with `COSMOS_DB_AUTOSCALE_MAX_RU` when you need provisioned autoscale throughput. + +--- + +## 4. Embeddings And Search + +Embedding failures usually mean one of these is wrong: + +- `AI_FOUNDRY_ENDPOINT` +- `EMBEDDING_MODEL` +- `EMBEDDING_DIMENSIONS` +- Azure OpenAI / AI Services RBAC + +For hybrid search, `search_terms` is required when `hybrid_search=True`. + +If search returns documents but scores look poor, check that records have an `embedding` field and that the query uses similar language to the stored memory content. + +--- + +## 5. Durable Functions Processing + +Thread summaries, fact extraction, and user summaries require the Functions host. + +Start local dependencies: + +```bash +azurite --silent --location /tmp/azurite --debug /tmp/azurite/debug.log +cd azure_functions +func start +``` + +The SDK posts to: + +```text +/orchestrators/memory_orchestrator +``` + +For local testing, `ADF_ENDPOINT` is usually `http://localhost:7071/api` and `ADF_KEY` is blank. For Azure, use the deployed Function App URL and set `ADF_KEY` if function-key auth is enabled. + +If orchestration polling times out, check the Functions logs first. The orchestration may still be running, or an activity may be waiting on Cosmos DB or the LLM endpoint. + +--- + +## 6. Change Feed Processing + +Automatic processing requires these settings in the Functions app or `local.settings.json`: + +```json +"COSMOS_DB__accountEndpoint": "https://.documents.azure.com:443/", +"COSMOS_DB_COUNTERS_CONTAINER": "counter", +"COSMOS_DB_LEASE_CONTAINER": "leases", +"THREAD_SUMMARY_EVERY_N": "5", +"FACT_EXTRACTION_EVERY_N": "3", +"USER_SUMMARY_EVERY_N": "10" +``` + +Set a threshold to `"0"` to disable that processing type. + +Only documents with `type: "turn"` increment counters. Derived memories such as `summary`, `fact`, and `user_summary` do not trigger threshold counts. + +If nothing fires: + +- verify the Functions host shows the Cosmos DB trigger +- confirm the `leases` container exists +- confirm the `counter` container is writable +- insert enough new turn documents to cross the configured threshold +- check for generated documents with `memory_type="summary"`, `memory_type="fact"`, or `get_user_summary(user_id=...)` + +--- + +## 7. Async Client Notes + +Use async Azure credentials with the async client: + +```python +from azure.identity.aio import DefaultAzureCredential +from agent_memory_toolkit.aio import AsyncCosmosMemoryClient +``` + +Always `await` cloud operations and close the client when done: + +```python +await memory.close() +``` + +In notebooks, top-level `await` is supported, so do not wrap cells with `asyncio.run()`. \ No newline at end of file diff --git a/Overview.png b/Overview.png new file mode 100644 index 0000000000000000000000000000000000000000..621e23cd95dddbc57fbf59a5e8c514908216ee04 GIT binary patch literal 1828622 zcmeFZ1$2~2w=Nt5LI{wcK@)-m66k*0yMX}h?jE$=-5X7?1Q^^UB*B6V?i$?P-QC?n zxYbFRVdk6jopbJg?z;D1i&+yoRd2mjdq1`Jvv*0SK)|EdO=zAF6%|#N$)Jd$qH5+x zMaBLe9|LN#?>YNLMY-l{R3t^@)9kaUL3L~JsnsBzs;K0sq+wA}%cAgeT(OlEpjD{4 z6}_sJ?XRtTZhO~A%dQ$NgvB86nl2c<4$}p#*I>J-^eRFZJOYW;qjUs47NZAawUJhL z*Qu&ImFHgug{eFqo!e`2*gfEd+NY~u=oWdQ*U?1ewlR!(OX_4^csG=6Y8V+CX3{w9 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z83yW1Te6Yh%Hgj;&cWSQ07uFw)g_dj+4wAGJkUe+G2Tr{-6L)n6(Te1yREQ8#x4GT XUKW#{b1i|a00000NkvXXu0mjfAAznB literal 0 HcmV?d00001 diff --git a/README.md b/README.md index f182885..cf4a158 100644 --- a/README.md +++ b/README.md @@ -1,4 +1,4 @@ -# Azure Cosmos DB Agent Memory Toolkit - Public Preview +# Azure Cosmos DB Agent Memory Toolkit [![License: MIT](https://img.shields.io/badge/License-MIT-green.svg)](https://opensource.org/licenses/MIT) [![Python 3.11+](https://img.shields.io/badge/python-3.11+-blue.svg)](https://www.python.org/downloads/) @@ -8,318 +8,164 @@ [![YouTube](https://img.shields.io/badge/YouTube-Azure%20Cosmos%20DB-FF0000?logo=youtube&logoColor=white)](https://www.youtube.com/@AzureCosmosDB) -Agent Memory Toolkit is a Python SDK for storing, retrieving, and transforming agent memories on Azure Cosmos DB. It gives your agent both raw conversation history and higher-value derived memory — thread summaries, extracted facts, and cross-thread user profiles — all searchable semantically. The processing pipeline can run **in-process** (zero infra) or in a sibling **Azure Durable Function app** that watches the Cosmos DB change feed. Sync (`CosmosMemoryClient`) and async (`AsyncCosmosMemoryClient`) APIs are mirror-images of each other. +Agent Memory Toolkit is a Python library and Azure-backed reference implementation for storing, retrieving, and transforming agent memories over time. It combines a simple SDK for local and Cosmos DB operations with Durable Functions pipelines that generate thread summaries, extract facts, and build cross-thread user profiles. The toolkit also supports automatic processing via a Cosmos DB change feed trigger that fires these pipelines in the background when configurable message count thresholds are crossed. The toolkit is designed for agent applications that need both raw conversation history and higher-value derived memory that can be searched semantically later. It provides matching sync (`CosmosMemoryClient`) and async (`AsyncCosmosMemoryClient`) APIs so the same memory model can be used in scripts, services, notebooks, and larger agent systems. -``` -┌──────────────────────────────────────────────────────────────────────────────────────┐ -│ YOUR AGENTIC APP │ -│ Uses CosmosMemoryClient / AsyncCosmosMemoryClient │ -└─────────────────────────────────────────┬────────────────────────────────────────────┘ - │ - ▼ -┌──────────────────────────────────────────────────────────────────────────────────────┐ -│ AGENT MEMORY TOOLKIT (Python SDK) │ -│ │ -│ • Local in-memory CRUD │ -│ • Cosmos DB storage and retrieval │ -│ • Pluggable processor: in-process or remote Durable Function app │ -└──────────────────────────────────────────┬──────────────────────────────┬────────────┘ - │ │ - │ read / write │ Invoke processing pipeline - ▼ ▼ -┌───────────────────────────────────┐ ┌──────────────────────────────────┐ -│ AZURE COSMOS DB (NoSQL) │ │ AZURE DURABLE FUNCTIONS │ -│ │ │ │ -│ Stores: │ │ Orchestrates memory processing: │ -│ • turns │ │ • thread summaries │ -│ • summaries │◄─── memory management ───►│ • fact extraction │ -│ • facts │ │ • user summaries │ -│ • user summaries │ │ │ -│ │ │ On-demand (SDK) or automatic │ -│ Supports query, vector, text │ change feed trigger │ (Cosmos DB change feed trigger). │ -│ search over stored memories. │───────────────────────────►│ │ -└───────────────────────┬───────────┘ └──────────────────┬───────────────┘ - │ embeddings and LLM-based processing │ - └──────────────────────┬───────────────────────────────────┘ - ▼ - ┌──────────────────────────────────┐ - │ MICROSOFT FOUNDRY │ - │ │ - │ • Embeddings for search │ - │ • Chat/LLM generation │ - │ │ - └──────────────────────────────────┘ -``` +![Agent Memory Toolkit overview](overview.png) --- -## Quickstart +## Features -### 1. Install +| Feature | Description | +|---------|-------------| +| **Local memory store** | In-memory CRUD — no Azure needed for development | +| **Cosmos DB integration** | CRUD, `push_to_cosmos()` bulk upload, semantic search, hierarchical partition key, vector + full-text indexes | +| **Thread summaries** | `generate_thread_summary()` — LLM-generated, incrementally updated, embedded and stored | +| **Fact extraction** | `extract_facts()` — discrete, independently searchable assertions from a thread | +| **User summaries** | `generate_user_summary()` — cross-thread user profile, incrementally updated | +| **Incremental updates** | Thread and user summaries use point-read + time-filtering to merge new data with existing summaries | +| **Automatic processing** | Cosmos DB change feed trigger fires thread summaries, fact extraction, and user summaries when configurable message count thresholds are crossed | +| **Externalized prompts** | LLM prompts live in editable Markdown files (`azure_functions/prompts/`) | +| **Entra ID auth** | `DefaultAzureCredential` everywhere — `az login`, managed identities | -```bash -pip install . +--- -# With dev/test dependencies -pip install ".[dev]" +## Project Structure + +``` +agent_memory_toolkit/ Python library — sync API + cosmos_memory_client.py CosmosMemoryClient — local CRUD, Cosmos DB, embeddings, processing + embeddings.py EmbeddingsClient — Azure OpenAI embeddings (internal) + processing.py ProcessingClient — Durable Functions polling (internal) + models.py Pydantic data models (MemoryRecord, enums) + exceptions.py Custom exception hierarchy + _query_builder.py Shared query builder (private) + _utils.py Shared helpers (private) + aio/ Async API (mirrors azure.cosmos.aio convention) + cosmos_memory_client.py AsyncCosmosMemoryClient + embeddings.py AsyncEmbeddingsClient (internal) + processing.py AsyncProcessingClient (internal) +azure_functions/ Durable Functions — orchestrator, activities, HTTP trigger + prompts/ LLM system prompts — summarize, facts, user_summary + update variants +Samples/ Demo notebooks + sample scripts +Docs/ Documentation — concepts, local testing, Azure deployment +tests/ Unit + integration tests (pytest) ``` -### 2. Provision Azure resources +--- -The toolkit needs a Cosmos DB account, an Azure OpenAI / AI Foundry deployment, and (optionally for the remote processor) an Azure Function app. Pick whichever path matches your situation: +## Quick Start -**Option A — One-command provision (`azd up`).** Creates everything from scratch — Cosmos + AI Foundry + Function app (Flex Consumption, idle cost ≈ $0) + UAMI + RBAC — and writes a working `.env` to `.azure//.env`: +### 1. Install ```bash -# Prereqs: az + azd installed; subscription with quota for gpt-4o-mini -# and text-embedding-3-large in your chosen region (default: eastus2, -# also supported: swedencentral, westus3). - -az login -azd auth login - -azd env new memorytoolkit-dev -# Optional: pin a region other than eastus2 -# azd env set AZURE_LOCATION swedencentral +pip install . -azd up -# ~10 min later: Cosmos account + AI Foundry account + 2 model deployments -# (gpt-4o-mini, text-embedding-3-large) + UAMI + RBAC + Function app -# are provisioned. Outputs are written to .azure/memorytoolkit-dev/.env +# With dev/test dependencies +pip install ".[dev]" ``` -The Function app is always provisioned but only used when you opt into `DurableFunctionProcessor` — it sits idle (and bills nothing) for in-process workloads. +### 2. Local-only (no Azure) -Load the generated env vars and you're ready to use the SDK: +```python +import uuid +from agent_memory_toolkit import CosmosMemoryClient -```bash -set -a && . ./.azure/memorytoolkit-dev/.env && set +a +memory = CosmosMemoryClient(use_default_credential=False) +thread_id = str(uuid.uuid4()) +memory.add_local(user_id="user-001", role="user", thread_id=thread_id, content="Hello world") +print(memory.get_local()) ``` -To tear everything down later: `azd down --purge` (the `--purge` flag skips Cosmos / AI Foundry soft-delete so names are immediately reusable). - -**Option B — Bring your own resources.** If you already have a Cosmos DB account and an AI Foundry / Azure OpenAI deployment, copy the env template and fill in the endpoints: +### 3. With Cosmos DB + Azure OpenAI ```bash -cp .env.template .env -# edit COSMOS_DB_ENDPOINT, AI_FOUNDRY_ENDPOINT, AI_FOUNDRY_EMBEDDING_DEPLOYMENT_NAME, AI_FOUNDRY_CHAT_DEPLOYMENT_NAME +cp .env.template .env # fill in endpoint values ``` -You can also point `azd up` at existing resources via `azd env set USE_EXISTING_COSMOS true` / `USE_EXISTING_AI_FOUNDRY true` (full BYOR flag list in `infra/README.md`). - -> For the Durable Function app counter-trigger settings, Bicep module reference, and RBAC scopes — see **[`infra/README.md`](infra/README.md)**. - -### 3. Use the SDK - ```python import os, uuid from dotenv import load_dotenv +from azure.identity import DefaultAzureCredential from agent_memory_toolkit import CosmosMemoryClient load_dotenv() memory = CosmosMemoryClient( - cosmos_endpoint=os.environ["COSMOS_DB_ENDPOINT"], - cosmos_database=os.getenv("COSMOS_DB_DATABASE", "ai_memory"), - cosmos_container=os.getenv("COSMOS_DB_CONTAINER", "memories"), - ai_foundry_endpoint=os.environ["AI_FOUNDRY_ENDPOINT"], - embedding_deployment_name=os.getenv("AI_FOUNDRY_EMBEDDING_DEPLOYMENT_NAME", "text-embedding-3-large"), - chat_deployment_name=os.getenv("AI_FOUNDRY_CHAT_DEPLOYMENT_NAME", "gpt-4o-mini"), + cosmos_endpoint=os.getenv("COSMOS_DB_ENDPOINT"), + cosmos_database=os.getenv("COSMOS_DB_DATABASE"), + cosmos_container=os.getenv("COSMOS_DB_CONTAINER"), + cosmos_counter_container=os.getenv("COSMOS_DB_COUNTERS_CONTAINER", "counter"), + cosmos_lease_container=os.getenv("COSMOS_DB_LEASE_CONTAINER", "leases"), + cosmos_throughput_mode=os.getenv("COSMOS_DB_THROUGHPUT_MODE", "serverless"), + cosmos_autoscale_max_ru=int(os.getenv("COSMOS_DB_AUTOSCALE_MAX_RU", "1000")), + ai_foundry_endpoint=os.getenv("AI_FOUNDRY_ENDPOINT"), + embedding_model=os.getenv("EMBEDDING_MODEL", "text-embedding-3-large"), + adf_endpoint=os.getenv("ADF_ENDPOINT", "http://localhost:7071/api"), + adf_key=os.getenv("ADF_KEY", ""), use_default_credential=True, - # processor=InProcessProcessor() # implicit default + cosmos_credential=DefaultAzureCredential(), ) -memory.connect_cosmos() # auto-creates database + containers if missing +# Constructor auto-creates the database and required containers if they don't exist. +# `serverless` is the default throughput mode. Set `COSMOS_DB_THROUGHPUT_MODE=autoscale` +# to provision memories, counter, and lease containers with a shared autoscale RU cap. + +# Add directly to Cosmos +thread_id = str(uuid.uuid4()) +memory.add_cosmos(user_id="user-001", role="user", thread_id=thread_id, content="Stored in Cosmos") +print(memory.get_memories(user_id="user-001", thread_id=thread_id)) + +# Or add locally first, then bulk-upload +memory.add_local(user_id="user-001", role="agent", thread_id=thread_id, content="Response text") +memory.push_to_cosmos() +``` -USER, THREAD = "user-001", str(uuid.uuid4()) +### 4. Durable Function operations -# Add raw turns to a conversation -memory.add_cosmos(user_id=USER, thread_id=THREAD, role="user", content="I love Cosmos DB.") -memory.add_cosmos(user_id=USER, thread_id=THREAD, role="assistant", content="It is fantastic.") +These require the Azure Durable Functions host. See [local_testing.md](Docs/local_testing.md) for setup. -# Run the processing pipeline (thread summary + fact extraction + user summary) -memory.process_now(user_id=USER, thread_id=THREAD) +```python +# Thread summary (incremental — merges with existing if present) +result = memory.generate_thread_summary(user_id="user-001", thread_id=thread_id, recent_k=5) + +# Fact extraction +result = memory.extract_facts(user_id="user-001", thread_id=thread_id) -# Search semantically across the stored memory -hits = memory.search_cosmos(user_id=USER, query_text="Cosmos DB preferences", top=5) -for h in hits: - print(h["memory_type"], "-", h["content"][:80]) +# User summary (incremental — cross-thread profile) +result = memory.generate_user_summary(user_id="user-001") -# Retrieve the cross-thread user profile -print(memory.get_user_summary(user_id=USER)) +# Retrieve stored user summary +summary = memory.get_user_summary(user_id="user-001") ``` -> Async API is identical — just `await` each call: +> The async API (`AsyncCosmosMemoryClient`) is identical — just `await` each call. Import from the `aio` subpackage: +> > ```python > from agent_memory_toolkit.aio import AsyncCosmosMemoryClient > ``` -### 4. Run a sample - -```bash -python Samples/quickstart_cosmos.py -``` - -See [`Samples/`](Samples/) for end-to-end scenarios (chat memory, RAG, multi-agent, customer support, remote processor). - ---- - -## Concepts in 60 seconds - -| Concept | What it is | API | -|---|---|---| -| **Turn** | One message (user or assistant) — the raw conversation atom | `add_cosmos(...)`, `add_local(...)` | -| **Thread summary** | LLM-generated, incrementally updated rollup of a single thread | `generate_thread_summary(...)` | -| **Fact** | Discrete, independently searchable assertion extracted from turns | `extract_memories(...)` | -| **Procedural** | Behavioral rule / instruction the user wants followed | `extract_memories(...)` | -| **Episodic** | Past situation → action → outcome experience (90-day TTL) | `extract_memories(...)` | -| **User summary** | Cross-thread profile of what's known about a user | `generate_user_summary(...)`, `get_user_summary(...)` | -| **Search** | Vector + full-text + filter; returns any of the above | `search_cosmos(...)` | -| **Process now** | Run the full pipeline (summary → facts → user profile) for recent turns | `process_now(...)`, `process_now_and_wait(...)` | - -All memory kinds live in the same Cosmos container, partitioned by `(user_id, thread_id)`, distinguished by a `type` discriminator. - -### Memory Type Taxonomy - -The `extract_memories` pipeline classifies each item it pulls from the conversation into one of four buckets. Every memory carries a top-level `confidence` (0.0–1.0) so retrieval can suppress weakly-grounded extractions. - -| Bucket | Meaning | Storage type | TTL | -|---|---|---|---| -| Fact | Declarative knowledge ("user prefers dark mode") | `type="fact"` | none | -| Procedural | Behavioral rule ("always confirm before deleting") | `type="procedural"` | none | -| Episodic | Past experience: situation → action → outcome | `type="episodic"` | 90 days | -| Unclassified | Item worth keeping but the LLM couldn't confidently classify | `type="fact"` + tag `sys:unclassified` | none | - -#### Confidence Scale - -| Range | Meaning | -|---|---| -| 0.9–1.0 | Directly stated and unambiguous | -| 0.7–0.9 | Clearly implied, no contradicting evidence | -| 0.5–0.7 | Inferred from context — plausible but not explicit | -| < 0.5 | Should be in `unclassified` instead | - -Filter at retrieval time: - -```python -results = memory.search_cosmos("user preferences", user_id="u1", min_confidence=0.7) -high_conf_facts = memory.get_memories(user_id="u1", memory_types=["fact"], min_confidence=0.7) -``` - -### Memory Reconciliation - -`reconcile(user_id, n=50)` (on the public client; underlying pipeline method is `ProcessingPipeline.reconcile_memories`) collapses paraphrased duplicates and resolves semantic contradictions in a single LLM pass over the N most-recent active facts. Both outcomes soft-delete the loser with a `supersede_reason` of `"duplicate"` or `"contradiction"`. See [Docs/concepts.md](Docs/concepts.md#memory-reconciliation) for details. - -> **Cost note.** Each reconciliation makes one LLM call covering up to `n` facts (default 50, hard cap 500). With auto-trigger, this fires every `FACT_EXTRACTION_EVERY_N × DEDUP_EVERY_N` turns per user, with `n` taken from `DEDUP_POOL_SIZE`. The previous cosine-cluster pre-filter was removed deliberately — it could not catch semantic contradictions like "vegetarian" vs "ribeye steak" — so the LLM is now invoked whenever there are ≥ 2 active facts. To bound LLM cost more tightly: raise `DEDUP_EVERY_N` (lower frequency — reconcile fires every Nth extraction, so a *higher* N means *less often*), lower `DEDUP_POOL_SIZE` (smaller per-call pool), or override `n` per call when invoking `reconcile()` directly. - -| New `MemoryRecord` field | Meaning | -|---|---| -| `content_hash` | SHA-256 of normalized content; enables write-time exact-dedup short-circuit | -| `supersede_reason` | `"duplicate"` or `"contradiction"` (None for live records) | -| `superseded_at` | ISO timestamp when the supersede happened (None for live records) | -| `superseded_by` | Id of the record that replaced this one (existing field) | - -### Auto-trigger (per-turn extraction) - -By default, the **InProcess processor** runs each pipeline step independently as its own threshold trips inside `push_to_cosmos()`: - -| Env var | Default | Step that fires | Async behavior | -|---|---|---|---| -| `FACT_EXTRACTION_EVERY_N` | `1` (every turn) | `process_extract_memories` | scheduled via `asyncio.create_task` | -| `DEDUP_EVERY_N` | `5` | `process_reconcile` (fires every Nth extract → effectively every `FACT_EXTRACTION_EVERY_N × DEDUP_EVERY_N` turns) | scheduled via `asyncio.create_task` | -| `DEDUP_POOL_SIZE` | `50` | pool size (`n`) passed to `process_reconcile` from the auto-trigger; hard-capped at `500` | n/a (per-call) | -| `THREAD_SUMMARY_EVERY_N` | `10` | `process_thread_summary` | scheduled via `asyncio.create_task` | -| `USER_SUMMARY_EVERY_N` | `20` | `process_user_summary` | scheduled via `asyncio.create_task` | - -Each `*_EVERY_N=0` disables only that step. Dedup is gated independently of extract because cross-thread dedup is dramatically more expensive than per-thread extract (it reads every active fact for the user) — running it on every extract slammed AI Foundry. The Durable backend uses the same defaults via the change-feed function app (the function-app `azd` deploy bumps `FACT_EXTRACTION_EVERY_N` to `5` since the FA path is intended for higher-volume workloads). Calling `process_now()` is normally redundant — it remains as an explicit "process now" hook for tests, manual workflows, and operators who set every threshold to `0`. - -The async client (`AsyncCosmosMemoryClient.push_to_cosmos`) does **not** await the auto-trigger; it schedules it as a background `asyncio.Task` so the write call returns as soon as the Cosmos upserts complete. Background failures are surfaced via `logger.warning` (search for `"Background auto-trigger task failed"`). - -#### Backend exclusivity (`MEMORY_PROCESSOR_OWNER`) - -Both the SDK auto-trigger and the function-app change-feed processor write into the same `counter` container. If you accidentally point an `InProcessProcessor` at a Cosmos container that already has a function app attached, both backends will run the pipeline on the same writes — double extraction, double dedup, double counters. - -Set the env var on **both sides** to make ownership explicit: - -| `MEMORY_PROCESSOR_OWNER` | SDK behavior | Function-app behavior | -|---|---|---| -| _unset_ (default) | runs auto-trigger | runs orchestrator (today's behavior) | -| `inprocess` | runs auto-trigger | change-feed trigger skips batch + logs | -| `durable` | auto-trigger logs warning + skips | runs orchestrator | - -The default (unset) preserves backward compatibility. For any production deployment we recommend setting it on both sides so a misconfiguration produces a loud log line instead of silent double-work. - -> **Advisory, not enforced.** `MEMORY_PROCESSOR_OWNER` is operator-configured exclusivity, not a server-side lock. Each backend reads its own env var; if the SDK is set to `inprocess` but the FA forgets to set `durable` (or vice versa), both still run. As a backstop, every counter write stamps `last_owner=` on the doc — when the SDK observes a counter previously written by `durable` (or vice versa), it logs a one-shot `WARN` so misconfiguration surfaces in logs without spamming. Treat this as a configuration audit signal, not a hard guarantee. - --- -## Two processor flavors - -Pick at construction time via the `processor=` kwarg. - -| | `InProcessProcessor` (default) | `DurableFunctionProcessor` | -|---|---|---| -| Infra | None — just `pip install` | Sibling Azure Function app | -| Best for | Prototypes, low TPS, single-agent | Fleet / multi-agent / high TPS | -| `process_now()` | Synchronous, returns when done | No-op (work runs async on change feed) | -| `process_now_and_wait()` | Returns immediately after flush | Polls until summary visible (RU-costly; tests/demos) | - -```python -from agent_memory_toolkit import CosmosMemoryClient, DurableFunctionProcessor - -memory = CosmosMemoryClient(..., processor=DurableFunctionProcessor()) -``` - -`DurableFunctionProcessor` is a thin marker — there is no SDK→Function HTTP call. The SDK just writes turns; the deployed Function app picks them up via the Cosmos change feed. Counter-based trigger configuration and Bicep module reference live in [`infra/README.md`](infra/README.md). - ---- +## Azure Resources -## Public API reference +| Resource | Purpose | +|----------|---------| +| **Cosmos DB for NoSQL** | Memory store with hierarchical partition key, vector index, full-text index | +| **Azure OpenAI / AI Foundry** | Embedding model + chat model for summarization / fact extraction | +| **Azure Functions** | Durable Functions orchestrator and activity functions | -| Symbol | Module | Purpose | -|---|---|---| -| `CosmosMemoryClient` | `agent_memory_toolkit` | Sync client — local CRUD, Cosmos DB I/O, processing | -| `AsyncCosmosMemoryClient` | `agent_memory_toolkit.aio` | Async mirror | -| `MemoryProcessor` | `agent_memory_toolkit` | Protocol that any processor backend implements | -| `InProcessProcessor` | `agent_memory_toolkit` | Default backend — runs the pipeline in-process | -| `DurableFunctionProcessor` | `agent_memory_toolkit` | Marker backend — work runs in sibling Function app via change feed | -| `client.process_now()` | — | Run the pipeline for recent turns (in-process) or no-op (remote) | -| `client.process_now_and_wait()` | — | Opt-in poll until processing completes; useful for tests/demos with the remote backend | -| `MemoryRecord`, `MemoryType`, `Role` | `agent_memory_toolkit` | Pydantic models / enums | +Automatic change feed processing stores lightweight counter documents in a dedicated `counter` container and also uses a `leases` container that is provisioned by `create_memory_store()`. Throughput defaults to `serverless`; set `COSMOS_DB_THROUGHPUT_MODE=autoscale` to apply the shared `COSMOS_DB_AUTOSCALE_MAX_RU` cap to the memories, counter, and lease containers. See [concepts.md](Docs/concepts.md#automatic-processing-change-feed) for details. -Async equivalents (`AsyncInProcessProcessor`, `AsyncDurableFunctionProcessor`) live in `agent_memory_toolkit.aio`. +All services use **Entra ID** auth via `DefaultAzureCredential`. --- ## Documentation -- **[Docs/concepts.md](Docs/concepts.md)** — Memory types, threads, roles, embeddings, processing pipeline -- **[Docs/design_patterns.md](Docs/design_patterns.md)** — Integration patterns for chat apps and multi-agent systems -- **[Docs/local_testing.md](Docs/local_testing.md)** — Prerequisites, environment setup, running locally, debugging -- **[Docs/azure_testing.md](Docs/azure_testing.md)** — Azure deployment, RBAC, cloud validation -- **[infra/README.md](infra/README.md)** — `azd` deployment, Bicep modules, BYOR settings, counter-trigger tuning - ---- - -## Project structure - -``` -agent_memory_toolkit/ Python SDK (sync + aio mirror) - processors/ MemoryProcessor Protocol + InProcess/Durable backends -function_app/ Sibling Azure Durable Function app -infra/ Bicep modules + main.bicep for `azd up` -azure.yaml `azd` config — provisions Cosmos + AI Foundry + Function app -Samples/ Demo notebooks + sample scripts -Docs/ Conceptual + operational docs -tests/ Unit + integration tests (pytest) -``` - ---- - -## Migration notes - -- **`agent_memory_toolkit.processing.ProcessingClient` is removed.** Drop the import and call `client.process_now()` (or `client.process_now_and_wait()`) instead. Same for the async `AsyncProcessingClient`. -- **New `processor=` kwarg.** Defaults to `InProcessProcessor()` — existing code keeps its current behavior with no edits. -- **`adf_endpoint` / `adf_key` constructor kwargs are gone.** The SDK no longer makes HTTP calls to the Function app at runtime; the Function app reads from the Cosmos change feed. +- **[concepts.md](Docs/concepts.md)** — Memory types, threads, roles, embeddings, processing pipeline +- **[design_patterns.md](Docs/design_patterns.md)** — Integration patterns for chat apps and multi-agent systems +- **[local_testing.md](Docs/local_testing.md)** — Prerequisites, environment setup, running locally, debugging +- **[azure_testing.md](Docs/azure_testing.md)** — Azure deployment, RBAC, cloud validation +- **[troubleshooting.md](Docs/troubleshooting.md)** — Common setup, auth, Cosmos DB, Durable Functions, search, and change feed failure modes -## Trademark notice -Trademarks This project may contain trademarks or logos for projects, products, or services. Authorized use of Microsoft trademarks or logos is subject to and must follow Microsoft’s Trademark & Brand Guidelines. Use of Microsoft trademarks or logos in modified versions of this project must not cause confusion or imply Microsoft sponsorship. Any use of third-party trademarks or logos are subject to those third-party’s policies. +--- \ No newline at end of file diff --git a/Samples/Demo_async.ipynb b/Samples/Demo_async.ipynb index a3c1d21..8d37fa7 100644 --- a/Samples/Demo_async.ipynb +++ b/Samples/Demo_async.ipynb @@ -1,5 +1,47 @@ { "cells": [ + { + "cell_type": "markdown", + "id": "c06f2661", + "metadata": {}, + "source": [ + "# Agent Memory Toolkit – Async Demo\n", + "\n", + "\n", + "\n", + "This notebook demonstrates the **async** API of the Agent Memory Toolkit via `AsyncCosmosMemoryClient`:\n", + "\n", + "\n", + "\n", + "1. [**Setup**](#1-setup) – Install dependencies and load environment variables\n", + "\n", + "2. [**Local memory operations**](#2-local-memory-operations) – `add_local`, `get_local`, `update_local`, `delete_local`\n", + "\n", + "3. [**Cosmos DB operations**](#3-cosmos-db-operations) – `add_cosmos`, `get_memories`\n", + "\n", + "4. [**Summarization**](#4-summarization) – `generate_thread_summary()` with `AsyncCosmosMemoryClient`\n", + "\n", + "5. [**Fact Extraction**](#5-fact-extraction) – `extract_facts()` with `AsyncCosmosMemoryClient`\n", + "\n", + "6. [**User Summary**](#6-user-summary) – `generate_user_summary()` and `get_user_summary()` with `AsyncCosmosMemoryClient`\n", + "\n", + "7. [**Vector search**](#7-vector-search-with-`search_cosmos`) – `search_cosmos()` with `AsyncCosmosMemoryClient`\n", + "\n", + "8. [**Automatic processing (Change Feed)**](#8-automatic-processing-change-feed) – Write turns and let the change feed trigger process them automatically\n", + "\n", + "\n", + "\n", + "> **Local hosting:** Sections 4–7 require the Azure Durable Functions host running locally via `func start` (see [local_testing.md](../Docs/local_testing.md) for setup). Section 8 additionally requires the change feed settings configured in `local.settings.json`.\n", + "\n", + ">\n", + "\n", + "> **Cosmos provisioning:** `serverless` is the default throughput mode. If you set `COSMOS_DB_THROUGHPUT_MODE=autoscale`, the toolkit applies the shared `COSMOS_DB_AUTOSCALE_MAX_RU` cap to the `memories`, `counter`, and `leases` containers created by `create_memory_store()`.\n", + "\n", + "\n", + "\n", + "> For the **sync** API (`CosmosMemoryClient`), see [Demo.ipynb](Demo.ipynb)." + ] + }, { "cell_type": "markdown", "id": "04a283f1", @@ -12,103 +54,52 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": null, "id": "15434fb9", "metadata": { "ExecuteTime": { "end_time": "2026-04-07T22:06:39.082693Z", "start_time": "2026-04-07T22:06:38.712684Z" - }, - "execution": { - "iopub.execute_input": "2026-05-04T20:25:45.211452Z", - "iopub.status.busy": "2026-05-04T20:25:45.211356Z", - "iopub.status.idle": "2026-05-04T20:25:45.346501Z", - "shell.execute_reply": "2026-05-04T20:25:45.346098Z" } }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "COSMOS_DB_ENDPOINT: https://akataria-agent-memory-testing.documents.azure.com:443/\n", - "COSMOS_DB_DATABASE: ai_memory\n", - "COSMOS_DB_CONTAINER: memories\n", - "COSMOS_DB_COUNTERS_CONTAINER: counter\n", - "COSMOS_DB_LEASE_CONTAINER: leases\n", - "COSMOS_DB_THROUGHPUT_MODE: serverless\n", - "COSMOS_DB_AUTOSCALE_MAX_RU: 1000\n" - ] - } - ], + "outputs": [], "source": [ "import os, json, sys\n", - "\n", "from pathlib import Path\n", - "\n", "sys.path.insert(0, os.path.abspath(\"..\"))\n", "\n", - "\n", - "\n", "from dotenv import load_dotenv\n", - "\n", "from agent_memory_toolkit.aio import AsyncCosmosMemoryClient\n", "\n", - "\n", - "\n", "# Load environment variables from .env in the repo root\n", "\n", "load_dotenv(os.path.join(\"..\", \".env\"))\n", "\n", - "\n", - "\n", "print(\"COSMOS_DB_ENDPOINT:\", os.getenv(\"COSMOS_DB_ENDPOINT\"))\n", - "\n", "print(\"COSMOS_DB_DATABASE:\", os.getenv(\"COSMOS_DB_DATABASE\"))\n", - "\n", "print(\"COSMOS_DB_CONTAINER:\", os.getenv(\"COSMOS_DB_CONTAINER\"))\n", - "\n", "print(\"COSMOS_DB_COUNTERS_CONTAINER:\", os.getenv(\"COSMOS_DB_COUNTERS_CONTAINER\", \"counter\"))\n", - "\n", "print(\"COSMOS_DB_LEASE_CONTAINER:\", os.getenv(\"COSMOS_DB_LEASE_CONTAINER\", \"leases\"))\n", - "\n", "print(\"COSMOS_DB_THROUGHPUT_MODE:\", os.getenv(\"COSMOS_DB_THROUGHPUT_MODE\", \"serverless\"))\n", - "\n", "print(\"COSMOS_DB_AUTOSCALE_MAX_RU:\", os.getenv(\"COSMOS_DB_AUTOSCALE_MAX_RU\", \"1000\"))" ] }, { "cell_type": "code", - "execution_count": 2, + "execution_count": null, "id": "75bf151787e8aaa2", "metadata": { "ExecuteTime": { "end_time": "2026-04-07T22:06:41.229355Z", "start_time": "2026-04-07T22:06:41.014359Z" - }, - "execution": { - "iopub.execute_input": "2026-05-04T20:25:45.347628Z", - "iopub.status.busy": "2026-05-04T20:25:45.347566Z", - "iopub.status.idle": "2026-05-04T20:25:45.652841Z", - "shell.execute_reply": "2026-05-04T20:25:45.652467Z" } }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "AsyncCosmosMemoryClient instance created\n", - "Throughput mode: serverless\n", - "Local memory store: []\n" - ] - } - ], + "outputs": [], "source": [ "from azure.identity.aio import DefaultAzureCredential as AsyncDefaultAzureCredential\n", "\n", - "# Credential priority: explicit cosmos_credential > explicit cosmos_key > DefaultAzureCredential.\n", - "# Set COSMOS_DB_KEY in your .env if you don't yet have control-plane RBAC (currently in private preview).\n", + "# Create an AsyncCosmosMemoryClient instance\n", + "\n", "memory = AsyncCosmosMemoryClient(\n", " cosmos_endpoint=os.getenv(\"COSMOS_DB_ENDPOINT\"),\n", " cosmos_database=os.getenv(\"COSMOS_DB_DATABASE\"),\n", @@ -117,17 +108,18 @@ " cosmos_lease_container=os.getenv(\"COSMOS_DB_LEASE_CONTAINER\", \"leases\"),\n", " cosmos_throughput_mode=os.getenv(\"COSMOS_DB_THROUGHPUT_MODE\", \"serverless\"),\n", " cosmos_autoscale_max_ru=int(os.getenv(\"COSMOS_DB_AUTOSCALE_MAX_RU\", \"1000\")),\n", - " cosmos_key=os.getenv(\"COSMOS_DB_KEY\"),\n", " ai_foundry_endpoint=os.getenv(\"AI_FOUNDRY_ENDPOINT\"),\n", - " ai_foundry_api_key=os.getenv(\"AI_FOUNDRY_API_KEY\"),\n", - " embedding_deployment_name=os.getenv(\"AI_FOUNDRY_EMBEDDING_DEPLOYMENT_NAME\", \"text-embedding-3-large\"),\n", - " chat_deployment_name=os.getenv(\"AI_FOUNDRY_CHAT_DEPLOYMENT_NAME\", \"gpt-4o-mini\"),\n", + " embedding_model=os.getenv(\"EMBEDDING_MODEL\", \"text-embedding-3-large\"),\n", + " adf_endpoint=os.getenv(\"ADF_ENDPOINT\", \"http://localhost:7071/api\"),\n", + " adf_key=os.getenv(\"ADF_KEY\", \"\"),\n", " use_default_credential=True,\n", + " cosmos_credential=AsyncDefaultAzureCredential(),\n", + "\n", ")\n", "\n", "print(\"AsyncCosmosMemoryClient instance created\")\n", "print(\"Throughput mode:\", os.getenv(\"COSMOS_DB_THROUGHPUT_MODE\", \"serverless\"))\n", - "print(\"Local memory store:\", memory.local_memory)\n" + "print(\"Local memory store:\", memory.local_memory)" ] }, { @@ -152,285 +144,61 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": null, "id": "5619b2ed", "metadata": { "ExecuteTime": { "end_time": "2026-04-07T22:06:45.409758Z", "start_time": "2026-04-07T22:06:45.149684Z" - }, - "execution": { - "iopub.execute_input": "2026-05-04T20:25:45.653810Z", - "iopub.status.busy": "2026-05-04T20:25:45.653720Z", - "iopub.status.idle": "2026-05-04T20:25:45.655764Z", - "shell.execute_reply": "2026-05-04T20:25:45.655372Z" } }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "User ID: user-ea5eba7a\n", - "Thread ID: 807c3bc6-c021-4f66-b996-07bc5ef781ab\n", - "\n" - ] - } - ], + "outputs": [], "source": [ "import uuid\n", "THREAD_ID = str(uuid.uuid4())\n", - "# Use a unique user_id per demo run so we get a clean extraction without\n", - "# inheriting facts from prior runs that would dedup new content away.\n", - "USER_ID = f\"user-{uuid.uuid4().hex[:8]}\"\n", - "print(f\"User ID: {USER_ID}\")\n", - "print(f\"Thread ID: {THREAD_ID}\\n\")\n" + "print(f\"Thread ID: {THREAD_ID}\\n\")" ] }, { "cell_type": "code", - "execution_count": 4, + "execution_count": null, "id": "5ce1b88c", "metadata": { "ExecuteTime": { "end_time": "2026-04-07T22:06:47.709471Z", "start_time": "2026-04-07T22:06:47.682021Z" - }, - "execution": { - "iopub.execute_input": "2026-05-04T20:25:45.656663Z", - "iopub.status.busy": "2026-05-04T20:25:45.656610Z", - "iopub.status.idle": "2026-05-04T20:25:45.660512Z", - "shell.execute_reply": "2026-05-04T20:25:45.660236Z" } }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Added 12 memories\n", - "[\n", - " {\n", - " \"id\": \"558654f4-87cd-49c9-ad8c-efb35081a7ff\",\n", - " \"user_id\": \"user-ea5eba7a\",\n", - " \"thread_id\": \"807c3bc6-c021-4f66-b996-07bc5ef781ab\",\n", - " \"role\": \"user\",\n", - " \"type\": \"turn\",\n", - " \"content\": \"What's the weather like in Seattle this weekend?\",\n", - " \"metadata\": {},\n", - " \"created_at\": \"2026-05-04T20:25:45.658915+00:00\",\n", - " \"tags\": [],\n", - " \"ttl\": 2592000\n", - " },\n", - " {\n", - " \"id\": \"c6b6827e-4768-475c-87a5-adad9cb2b2d0\",\n", - " \"user_id\": \"user-ea5eba7a\",\n", - " \"thread_id\": \"807c3bc6-c021-4f66-b996-07bc5ef781ab\",\n", - " \"role\": \"agent\",\n", - " \"type\": \"turn\",\n", - " \"content\": \"This weekend Seattle will be around 55\\u00b0F with partly cloudy skies on Saturday and light rain expected Sunday.\",\n", - " \"metadata\": {},\n", - " \"created_at\": \"2026-05-04T20:25:45.658939+00:00\",\n", - " \"tags\": [],\n", - " \"ttl\": 2592000\n", - " },\n", - " {\n", - " \"id\": \"afa8d19a-293c-4104-9262-fa4f63f9bc6a\",\n", - " \"user_id\": \"user-ea5eba7a\",\n", - " \"thread_id\": \"807c3bc6-c021-4f66-b996-07bc5ef781ab\",\n", - " \"role\": \"user\",\n", - " \"type\": \"turn\",\n", - " \"content\": \"That sounds nice enough. Can you help me book a trip to Seattle for this weekend?\",\n", - " \"metadata\": {},\n", - " \"created_at\": \"2026-05-04T20:25:45.658953+00:00\",\n", - " \"tags\": [],\n", - " \"ttl\": 2592000\n", - " },\n", - " {\n", - " \"id\": \"101560c2-fd8f-4ad0-b323-510503bd472a\",\n", - " \"user_id\": \"user-ea5eba7a\",\n", - " \"thread_id\": \"807c3bc6-c021-4f66-b996-07bc5ef781ab\",\n", - " \"role\": \"agent\",\n", - " \"type\": \"turn\",\n", - " \"content\": \"Sure! I found round-trip flights departing Friday evening and returning Sunday night. There are also several hotels in downtown Seattle with availability. Would you like me to look at specific airlines or neighborhoods?\",\n", - " \"metadata\": {},\n", - " \"created_at\": \"2026-05-04T20:25:45.658966+00:00\",\n", - " \"tags\": [],\n", - " \"ttl\": 2592000\n", - " },\n", - " {\n", - " \"id\": \"afe25494-52f6-4370-a5a2-c8d09fea8fd3\",\n", - " \"user_id\": \"user-ea5eba7a\",\n", - " \"thread_id\": \"807c3bc6-c021-4f66-b996-07bc5ef781ab\",\n", - " \"role\": \"user\",\n", - " \"type\": \"turn\",\n", - " \"content\": \"Something near Pike Place Market would be great. And keep the flights under $300 round trip if possible.\",\n", - " \"metadata\": {},\n", - " \"created_at\": \"2026-05-04T20:25:45.658978+00:00\",\n", - " \"tags\": [],\n", - " \"ttl\": 2592000\n", - " },\n", - " {\n", - " \"id\": \"67cee94e-1b2f-4456-882f-40ae84925e30\",\n", - " \"user_id\": \"user-ea5eba7a\",\n", - " \"thread_id\": \"807c3bc6-c021-4f66-b996-07bc5ef781ab\",\n", - " \"role\": \"agent\",\n", - " \"type\": \"turn\",\n", - " \"content\": \"I found a round-trip on Alaska Airlines for $275 and two hotel options within a 5-minute walk of Pike Place Market: the Inn at the Market ($189/night) and a Hilton Garden Inn ($145/night). Want me to reserve one of these?\",\n", - " \"metadata\": {},\n", - " \"created_at\": \"2026-05-04T20:25:45.658991+00:00\",\n", - " \"tags\": [],\n", - " \"ttl\": 2592000\n", - " },\n", - " {\n", - " \"id\": \"bb55ae9b-d50c-4d82-b03a-458c599c5d5c\",\n", - " \"user_id\": \"user-ea5eba7a\",\n", - " \"thread_id\": \"807c3bc6-c021-4f66-b996-07bc5ef781ab\",\n", - " \"role\": \"user\",\n", - " \"type\": \"turn\",\n", - " \"content\": \"Whenever you book a flight for me, always book an aisle seat \\u2014 never a window or middle.\",\n", - " \"metadata\": {},\n", - " \"created_at\": \"2026-05-04T20:25:45.659003+00:00\",\n", - " \"tags\": [],\n", - " \"ttl\": 2592000\n", - " },\n", - " {\n", - " \"id\": \"3ee542c4-6717-4e85-a2b3-6170f8600e11\",\n", - " \"user_id\": \"user-ea5eba7a\",\n", - " \"thread_id\": \"807c3bc6-c021-4f66-b996-07bc5ef781ab\",\n", - " \"role\": \"agent\",\n", - " \"type\": \"turn\",\n", - " \"content\": \"Got it. I'll always select an aisle seat for your bookings.\",\n", - " \"metadata\": {},\n", - " \"created_at\": \"2026-05-04T20:25:45.659015+00:00\",\n", - " \"tags\": [],\n", - " \"ttl\": 2592000\n", - " },\n", - " {\n", - " \"id\": \"5544d374-0b6f-437c-a6a7-b6522e9f8604\",\n", - " \"user_id\": \"user-ea5eba7a\",\n", - " \"thread_id\": \"807c3bc6-c021-4f66-b996-07bc5ef781ab\",\n", - " \"role\": \"user\",\n", - " \"type\": \"turn\",\n", - " \"content\": \"For trip planning, my workflow is: first check the weather for the destination, then check flights, then book the hotel last after everything else is confirmed.\",\n", - " \"metadata\": {},\n", - " \"created_at\": \"2026-05-04T20:25:45.659028+00:00\",\n", - " \"tags\": [],\n", - " \"ttl\": 2592000\n", - " },\n", - " {\n", - " \"id\": \"3a42a459-1e0a-4923-a63b-b899230f5003\",\n", - " \"user_id\": \"user-ea5eba7a\",\n", - " \"thread_id\": \"807c3bc6-c021-4f66-b996-07bc5ef781ab\",\n", - " \"role\": \"agent\",\n", - " \"type\": \"turn\",\n", - " \"content\": \"Noted \\u2014 I'll follow that order: weather, then flights, then hotel.\",\n", - " \"metadata\": {},\n", - " \"created_at\": \"2026-05-04T20:25:45.659039+00:00\",\n", - " \"tags\": [],\n", - " \"ttl\": 2592000\n", - " },\n", - " {\n", - " \"id\": \"056e8fcb-514a-495f-8e30-affcf9e2b56e\",\n", - " \"user_id\": \"user-ea5eba7a\",\n", - " \"thread_id\": \"807c3bc6-c021-4f66-b996-07bc5ef781ab\",\n", - " \"role\": \"user\",\n", - " \"type\": \"turn\",\n", - " \"content\": \"And never book me into anything that departs or arrives between midnight and 6am unless I explicitly approve it.\",\n", - " \"metadata\": {},\n", - " \"created_at\": \"2026-05-04T20:25:45.659051+00:00\",\n", - " \"tags\": [],\n", - " \"ttl\": 2592000\n", - " },\n", - " {\n", - " \"id\": \"97401d13-7f8c-46bb-8dc5-1d0ea3d9d299\",\n", - " \"user_id\": \"user-ea5eba7a\",\n", - " \"thread_id\": \"807c3bc6-c021-4f66-b996-07bc5ef781ab\",\n", - " \"role\": \"agent\",\n", - " \"type\": \"turn\",\n", - " \"content\": \"Will do \\u2014 no overnight bookings without your explicit approval.\",\n", - " \"metadata\": {},\n", - " \"created_at\": \"2026-05-04T20:25:45.659062+00:00\",\n", - " \"tags\": [],\n", - " \"ttl\": 2592000\n", - " }\n", - "]\n", - "Rules thread ID: c1138077-4c41-49a1-8758-5d7cdcef4347 (8 turns)\n" - ] - } - ], + "outputs": [], "source": [ "# Add sample conversation: weather in Seattle → booking a trip (6 turns)\n", "memory.add_local(\n", - " user_id=USER_ID, role=\"user\", thread_id=THREAD_ID,\n", + " user_id=\"user-001\", role=\"user\", thread_id=THREAD_ID,\n", " content=\"What's the weather like in Seattle this weekend?\",\n", ")\n", "memory.add_local(\n", - " user_id=USER_ID, role=\"agent\", thread_id=THREAD_ID,\n", + " user_id=\"user-001\", role=\"agent\", thread_id=THREAD_ID,\n", " content=\"This weekend Seattle will be around 55°F with partly cloudy skies on Saturday and light rain expected Sunday.\",\n", ")\n", "memory.add_local(\n", - " user_id=USER_ID, role=\"user\", thread_id=THREAD_ID,\n", + " user_id=\"user-001\", role=\"user\", thread_id=THREAD_ID,\n", " content=\"That sounds nice enough. Can you help me book a trip to Seattle for this weekend?\",\n", ")\n", "memory.add_local(\n", - " user_id=USER_ID, role=\"agent\", thread_id=THREAD_ID,\n", + " user_id=\"user-001\", role=\"agent\", thread_id=THREAD_ID,\n", " content=\"Sure! I found round-trip flights departing Friday evening and returning Sunday night. There are also several hotels in downtown Seattle with availability. Would you like me to look at specific airlines or neighborhoods?\",\n", ")\n", "memory.add_local(\n", - " user_id=USER_ID, role=\"user\", thread_id=THREAD_ID,\n", + " user_id=\"user-001\", role=\"user\", thread_id=THREAD_ID,\n", " content=\"Something near Pike Place Market would be great. And keep the flights under $300 round trip if possible.\",\n", ")\n", "memory.add_local(\n", - " user_id=USER_ID, role=\"agent\", thread_id=THREAD_ID,\n", + " user_id=\"user-001\", role=\"agent\", thread_id=THREAD_ID,\n", " content=\"I found a round-trip on Alaska Airlines for $275 and two hotel options within a 5-minute walk of Pike Place Market: the Inn at the Market ($189/night) and a Hilton Garden Inn ($145/night). Want me to reserve one of these?\",\n", ")\n", "\n", - "memory.add_local(\n", - " user_id=USER_ID, role=\"user\", thread_id=THREAD_ID,\n", - " content=\"Whenever you book a flight for me, always book an aisle seat — never a window or middle.\",\n", - ")\n", - "memory.add_local(\n", - " user_id=USER_ID, role=\"agent\", thread_id=THREAD_ID,\n", - " content=\"Got it. I'll always select an aisle seat for your bookings.\",\n", - ")\n", - "memory.add_local(\n", - " user_id=USER_ID, role=\"user\", thread_id=THREAD_ID,\n", - " content=\"For trip planning, my workflow is: first check the weather for the destination, then check flights, then book the hotel last after everything else is confirmed.\",\n", - ")\n", - "memory.add_local(\n", - " user_id=USER_ID, role=\"agent\", thread_id=THREAD_ID,\n", - " content=\"Noted — I'll follow that order: weather, then flights, then hotel.\",\n", - ")\n", - "memory.add_local(\n", - " user_id=USER_ID, role=\"user\", thread_id=THREAD_ID,\n", - " content=\"And never book me into anything that departs or arrives between midnight and 6am unless I explicitly approve it.\",\n", - ")\n", - "memory.add_local(\n", - " user_id=USER_ID, role=\"agent\", thread_id=THREAD_ID,\n", - " content=\"Will do — no overnight bookings without your explicit approval.\",\n", - ")\n", - "\n", "print(f\"Added {len(memory.local_memory)} memories\")\n", - "print(json.dumps(memory.get_local(), indent=2))\n", - "\n", - "# A second short thread of pure procedural-style instructions. Demonstrates\n", - "# that the extractor produces clean procedural items when the conversation is\n", - "# focused on rules/workflows rather than mixed with factual booking specifics.\n", - "RULES_THREAD_ID = str(uuid.uuid4())\n", - "for role, content in [\n", - " (\"user\", \"Whenever you book a flight for me, always book an aisle seat — never a window or middle.\"),\n", - " (\"agent\", \"Got it. I'll always select an aisle seat for your bookings.\"),\n", - " (\"user\", \"For trip planning, my workflow is: first check the weather, then check flights, and book the hotel last after everything else is confirmed.\"),\n", - " (\"agent\", \"Noted — I'll follow that order: weather, then flights, then hotel.\"),\n", - " (\"user\", \"Never book me into anything that departs or arrives between midnight and 6am unless I explicitly approve it.\"),\n", - " (\"agent\", \"Will do — no overnight bookings without your explicit approval.\"),\n", - " (\"user\", \"When picking a hotel, only recommend ones that include complimentary breakfast.\"),\n", - " (\"agent\", \"Understood — only hotels with complimentary breakfast.\"),\n", - "]:\n", - " memory.add_local(user_id=USER_ID, role=role, thread_id=RULES_THREAD_ID, content=content)\n", - "\n", - "print(f\"Rules thread ID: {RULES_THREAD_ID} ({sum(1 for m in memory.local_memory if m['thread_id']==RULES_THREAD_ID)} turns)\")\n" + "print(json.dumps(memory.get_local(), indent=2))" ] }, { @@ -443,53 +211,22 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": null, "id": "942e3714", "metadata": { "ExecuteTime": { "end_time": "2026-04-07T22:06:50.682868Z", "start_time": "2026-04-07T22:06:50.661470Z" - }, - "execution": { - "iopub.execute_input": "2026-05-04T20:25:45.661416Z", - "iopub.status.busy": "2026-05-04T20:25:45.661371Z", - "iopub.status.idle": "2026-05-04T20:25:45.663639Z", - "shell.execute_reply": "2026-05-04T20:25:45.663296Z" } }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Total memories: 20\n", - "\n", - "Memories for user-001: 20\n", - "Tool memories: 10\n", - " [c6b6827e...] This weekend Seattle will be around 55°F with partly cloudy \n", - " [101560c2...] Sure! I found round-trip flights departing Friday evening an\n", - " [67cee94e...] I found a round-trip on Alaska Airlines for $275 and two hot\n", - " [3ee542c4...] Got it. I'll always select an aisle seat for your bookings.\n", - " [3a42a459...] Noted — I'll follow that order: weather, then flights, then \n", - " [97401d13...] Will do — no overnight bookings without your explicit approv\n", - " [40665284...] Got it. I'll always select an aisle seat for your bookings.\n", - " [2b7e104d...] Noted — I'll follow that order: weather, then flights, then \n", - " [30da082b...] Will do — no overnight bookings without your explicit approv\n", - " [4e5b3a7d...] Understood — only hotels with complimentary breakfast.\n", - "\n", - "Fact memories: 0\n", - "\n", - "Agent memories for user-001: 10\n" - ] - } - ], + "outputs": [], "source": [ "# Get all memories\n", "all_memories = memory.get_local()\n", "print(f\"Total memories: {len(all_memories)}\\n\")\n", "\n", "# Filter by user_id\n", - "user1_memories = memory.get_local(user_id=USER_ID)\n", + "user1_memories = memory.get_local(user_id=\"user-001\")\n", "print(f\"Memories for user-001: {len(user1_memories)}\")\n", "\n", "# Filter by role\n", @@ -499,13 +236,13 @@ " print(f\" [{m['id'][:8]}...] {m['content'][:60]}\")\n", "\n", "# Filter by type\n", - "facts = memory.get_local(memory_types=[\"fact\"])\n", + "facts = memory.get_local(memory_type=\"fact\")\n", "print(f\"\\nFact memories: {len(facts)}\")\n", "for m in facts:\n", " print(f\" [{m['id'][:8]}...] {m['content']}\")\n", "\n", "# Combine filters: user-001 + agent role\n", - "user1_agent = memory.get_local(user_id=USER_ID, role=\"agent\")\n", + "user1_agent = memory.get_local(user_id=\"user-001\", role=\"agent\")\n", "print(f\"\\nAgent memories for user-001: {len(user1_agent)}\")" ] }, @@ -519,82 +256,15 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": null, "id": "4ca36086", "metadata": { "ExecuteTime": { "end_time": "2026-04-07T22:06:53.605394Z", "start_time": "2026-04-07T22:06:53.576655Z" - }, - "execution": { - "iopub.execute_input": "2026-05-04T20:25:45.664504Z", - "iopub.status.busy": "2026-05-04T20:25:45.664457Z", - "iopub.status.idle": "2026-05-04T20:25:45.666846Z", - "shell.execute_reply": "2026-05-04T20:25:45.666497Z" } }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Before update:\n", - "{\n", - " \"id\": \"afe25494-52f6-4370-a5a2-c8d09fea8fd3\",\n", - " \"user_id\": \"user-ea5eba7a\",\n", - " \"thread_id\": \"807c3bc6-c021-4f66-b996-07bc5ef781ab\",\n", - " \"role\": \"user\",\n", - " \"type\": \"turn\",\n", - " \"content\": \"Something near Pike Place Market would be great. And keep the flights under $300 round trip if possible.\",\n", - " \"metadata\": {},\n", - " \"created_at\": \"2026-05-04T20:25:45.658978+00:00\",\n", - " \"tags\": [],\n", - " \"ttl\": 2592000\n", - "}\n", - "\n", - "After update:\n", - "{\n", - " \"id\": \"afe25494-52f6-4370-a5a2-c8d09fea8fd3\",\n", - " \"user_id\": \"user-ea5eba7a\",\n", - " \"thread_id\": \"807c3bc6-c021-4f66-b996-07bc5ef781ab\",\n", - " \"role\": \"user\",\n", - " \"type\": \"turn\",\n", - " \"content\": \"Something near Pike Place Market would be great. Keep flights under $300 round trip and hotels under $200/night.\",\n", - " \"metadata\": {\n", - " \"edited\": true,\n", - " \"reason\": \"user clarified hotel budget\"\n", - " },\n", - " \"created_at\": \"2026-05-04T20:25:45.658978+00:00\",\n", - " \"tags\": [],\n", - " \"ttl\": 2592000,\n", - " \"updated_at\": \"2026-05-04T20:25:45.665382+00:00\"\n", - "}\n", - "\n", - "Deleting memory afa8d19a...\n", - "\n", - "Remaining memories: 19\n", - " [807c3bc6...] [558654f4...] role=user type=turn What's the weather like in Seattle this weekend?\n", - " [807c3bc6...] [c6b6827e...] role=agent type=turn This weekend Seattle will be around 55°F with part\n", - " [807c3bc6...] [101560c2...] role=agent type=turn Sure! I found round-trip flights departing Friday \n", - " [807c3bc6...] [afe25494...] role=user type=turn Something near Pike Place Market would be great. K\n", - " [807c3bc6...] [67cee94e...] role=agent type=turn I found a round-trip on Alaska Airlines for $275 a\n", - " [807c3bc6...] [bb55ae9b...] role=user type=turn Whenever you book a flight for me, always book an \n", - " [807c3bc6...] [3ee542c4...] role=agent type=turn Got it. I'll always select an aisle seat for your \n", - " [807c3bc6...] [5544d374...] role=user type=turn For trip planning, my workflow is: first check the\n", - " [807c3bc6...] [3a42a459...] role=agent type=turn Noted — I'll follow that order: weather, then flig\n", - " [807c3bc6...] [056e8fcb...] role=user type=turn And never book me into anything that departs or ar\n", - " [807c3bc6...] [97401d13...] role=agent type=turn Will do — no overnight bookings without your expli\n", - " [c1138077...] [47eef782...] role=user type=turn Whenever you book a flight for me, always book an \n", - " [c1138077...] [40665284...] role=agent type=turn Got it. I'll always select an aisle seat for your \n", - " [c1138077...] [15f9f705...] role=user type=turn For trip planning, my workflow is: first check the\n", - " [c1138077...] [2b7e104d...] role=agent type=turn Noted — I'll follow that order: weather, then flig\n", - " [c1138077...] [c5d66e1a...] role=user type=turn Never book me into anything that departs or arrive\n", - " [c1138077...] [30da082b...] role=agent type=turn Will do — no overnight bookings without your expli\n", - " [c1138077...] [705626cf...] role=user type=turn When picking a hotel, only recommend ones that inc\n", - " [c1138077...] [4e5b3a7d...] role=agent type=turn Understood — only hotels with complimentary breakf\n" - ] - } - ], + "outputs": [], "source": [ "# Update the user's budget constraint to be more specific\n", "target_id = memory.local_memory[4][\"id\"] # \"Something near Pike Place Market...\"\n", @@ -634,29 +304,15 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": null, "id": "82b363d7", "metadata": { "ExecuteTime": { "end_time": "2026-04-07T22:06:58.478498Z", "start_time": "2026-04-07T22:06:57.474753Z" - }, - "execution": { - "iopub.execute_input": "2026-05-04T20:25:45.667704Z", - "iopub.status.busy": "2026-05-04T20:25:45.667661Z", - "iopub.status.idle": "2026-05-04T20:25:46.372667Z", - "shell.execute_reply": "2026-05-04T20:25:46.371834Z" } }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Connected: True\n" - ] - } - ], + "outputs": [], "source": [ "# The async client auto-creates the database and container on the first Cosmos operation.\n", "# You can also call create_memory_store() explicitly if needed.\n", @@ -674,16 +330,9 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": null, "id": "b7d0939d", - "metadata": { - "execution": { - "iopub.execute_input": "2026-05-04T20:25:46.375244Z", - "iopub.status.busy": "2026-05-04T20:25:46.375091Z", - "iopub.status.idle": "2026-05-04T20:25:46.627003Z", - "shell.execute_reply": "2026-05-04T20:25:46.626193Z" - } - }, + "metadata": {}, "outputs": [], "source": [ "await memory.connect_cosmos()" @@ -691,54 +340,15 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": null, "id": "e0b3b5fc", "metadata": { "ExecuteTime": { "end_time": "2026-04-07T22:07:08.081103Z", "start_time": "2026-04-07T22:07:07.860764Z" - }, - "execution": { - "iopub.execute_input": "2026-05-04T20:25:46.629264Z", - "iopub.status.busy": "2026-05-04T20:25:46.629134Z", - "iopub.status.idle": "2026-05-04T20:25:47.111769Z", - "shell.execute_reply": "2026-05-04T20:25:47.111092Z" } }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "Unclosed client session\n", - "client_session: \n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "Unclosed connector\n", - "connections: ['deque([(, 1790853.065794291)])', 'deque([(, 1790853.212369458), (, 1790853.254742)])', 'deque([(, 1790853.517245166)])']\n", - "connector: \n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "New Thread ID: 6b59bbaf-a9ba-4122-a67b-f18ce950ec2d\n", - "\n", - "Local memory count (should be unchanged): 19\n", - "\n", - "Memories in Cosmos DB for new thread: 4\n", - " [6b59bbaf...] [cc399b5f...] role=user Can you recommend some good restaurants in New York City?\n", - " [6b59bbaf...] [17c87803...] role=tool {\"query\": \"top restaurants NYC\", \"results\": [\"Carbone\", \"Nob\n", - " [6b59bbaf...] [6a66be86...] role=agent Absolutely! NYC has incredible dining options. For Italian, \n", - " [6b59bbaf...] [287c7246...] role=user I love Italian food. Are there any options that are budget-f\n" - ] - } - ], + "outputs": [], "source": [ "await memory.push_to_cosmos()\n", "\n", @@ -790,375 +400,18 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": null, "id": "a13b2301", "metadata": { "ExecuteTime": { "end_time": "2026-04-07T22:07:11.561128Z", "start_time": "2026-04-07T22:07:11.474440Z" - }, - "execution": { - "iopub.execute_input": "2026-05-04T20:25:47.113447Z", - "iopub.status.busy": "2026-05-04T20:25:47.113322Z", - "iopub.status.idle": "2026-05-04T20:25:47.262048Z", - "shell.execute_reply": "2026-05-04T20:25:47.260997Z" } }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Memories for user-001: 19\n", - "\n", - " [807c3bc6...] [c6b6827e...] role=agent type=turn This weekend Seattle will be around 55°F with part\n", - " [807c3bc6...] [101560c2...] role=agent type=turn Sure! I found round-trip flights departing Friday \n", - " [807c3bc6...] [558654f4...] role=user type=turn What's the weather like in Seattle this weekend?\n", - " [c1138077...] [47eef782...] role=user type=turn Whenever you book a flight for me, always book an \n", - " [c1138077...] [30da082b...] role=agent type=turn Will do — no overnight bookings without your expli\n", - " [c1138077...] [40665284...] role=agent type=turn Got it. I'll always select an aisle seat for your \n", - " [c1138077...] [c5d66e1a...] role=user type=turn Never book me into anything that departs or arrive\n", - " [807c3bc6...] [5544d374...] role=user type=turn For trip planning, my workflow is: first check the\n", - " [807c3bc6...] [3ee542c4...] role=agent type=turn Got it. I'll always select an aisle seat for your \n", - " [807c3bc6...] [67cee94e...] role=agent type=turn I found a round-trip on Alaska Airlines for $275 a\n", - " [807c3bc6...] [afe25494...] role=user type=turn Something near Pike Place Market would be great. K\n", - " [c1138077...] [2b7e104d...] role=agent type=turn Noted — I'll follow that order: weather, then flig\n", - " [807c3bc6...] [bb55ae9b...] role=user type=turn Whenever you book a flight for me, always book an \n", - " [c1138077...] [4e5b3a7d...] role=agent type=turn Understood — only hotels with complimentary breakf\n", - " [c1138077...] [15f9f705...] role=user type=turn For trip planning, my workflow is: first check the\n", - " [807c3bc6...] [97401d13...] role=agent type=turn Will do — no overnight bookings without your expli\n", - " [807c3bc6...] [3a42a459...] role=agent type=turn Noted — I'll follow that order: weather, then flig\n", - " [807c3bc6...] [056e8fcb...] role=user type=turn And never book me into anything that departs or ar\n", - " [c1138077...] [705626cf...] role=user type=turn When picking a hotel, only recommend ones that inc\n", - "\n", - "Agent memories: 319\n", - " [26f28370...] [3f04a33a...] role=agent type=turn The PNW has amazing trails like the Wonderland Tra\n", - " [26f28370...] [afebb21e...] role=agent type=turn Running is a great way to stay fit! Do you prefer \n", - " [26f28370...] [9b9a4a3b...] role=agent type=turn Python is very popular for AI/ML workloads. What f\n", - " [96f8868c...] [afbb20b5...] role=agent type=turn Got it! You're based in Seattle working at Microso\n", - " [96f8868c...] [c175440a...] role=agent type=turn 8 years of Python experience is impressive!\n", - " [96f8868c...] [ba7a7168...] role=agent type=turn That's a great area! LLMs combined with RAG can un\n", - " [5827e67c...] [d3497550...] role=agent type=turn Spring is a wonderful time to visit Japan! Cherry \n", - " [5827e67c...] [3edcb648...] role=agent type=turn 10–14 days lets you spend ~5 days in each city plu\n", - " [5827e67c...] [679afa68...] role=agent type=turn Japan has wonderful vegetarian options — try shoji\n", - " [5827e67c...] [44bc0998...] role=agent type=turn Shigetsu inside Tenryu-ji temple is famous for its\n", - " [bec477fa...] [3e65264f...] role=agent type=turn Try aglio e olio — pasta, garlic, olive oil, chill\n", - " [bec477fa...] [9c440b51...] role=agent type=turn Italian cuisine emphasises quality ingredients pre\n", - " [800e58b0...] [966440e7...] role=agent type=turn Great itinerary! Tuscany is amazing in autumn — wi\n", - " [800e58b0...] [3f8e2989...] role=agent type=turn Brunello di Montalcino producers offer wonderful c\n", - " [a3968726...] [900a8c86...] role=agent type=turn Azure Container Apps is a great fit for FastAPI.\n", - " [a3968726...] [91cc1977...] role=agent type=turn Azure has excellent AI services — AI Foundry, AI S\n", - " [09dc7d13...] [b8be927e...] role=agent type=turn That sounds exciting! Tokyo is wonderful in spring\n", - " [09dc7d13...] [f822061c...] role=agent type=turn Great choice! Try Ain Soph in Shinjuku for plant-b\n", - " [09dc7d13...] [4f82afee...] role=agent type=turn A Suica or Pasmo IC card is the easiest option. It\n", - " [6e44bfdf...] [554813b8...] role=agent type=turn Keep a consistent sleep schedule, avoid screens 1 \n", - " [6e44bfdf...] [de33c4e1...] role=agent type=turn Yes — caffeine has a half-life of about 5-6 hours,\n", - " [d78550ff...] [415b6b5a...] role=agent type=turn Of course! Last time we discussed Ain Soph in Shin\n", - " [ticket-d...] [7dff7796...] role=agent type=turn I'm sorry to hear that. Could you share when you b\n", - " [ticket-d...] [f518daf5...] role=agent type=turn Thanks. I'll check warranty status. Could you also\n", - " [ticket-d...] [32fd980e...] role=agent type=turn Verified — the device is under warranty. I've init\n", - " [ticket-7...] [505cdf04...] role=agent type=turn Welcome back, Alex! Yes, that confirms the diagnos\n", - " [ticket-7...] [c8fc1e0a...] role=agent type=turn The Surface Dock 2 or the Anker 778 are excellent \n", - " [ticket-d...] [cdf309ab...] role=agent type=turn Welcome back, Alex! Happy to help with your Micros\n", - " [a912fa55...] [fc43544b...] role=agent type=turn PLAN:\n", - " 1. Research manufacturing impact (battery \n", - " [a912fa55...] [c898a267...] role=agent type=turn FINDING 1 — Manufacturing: EV battery production e\n", - " [a912fa55...] [00f08077...] role=agent type=turn FINDING 2 — Energy source: EVs charged on renewabl\n", - " [a912fa55...] [c2242b74...] role=agent type=turn FINDING 3 — End-of-life: Li-ion battery recycling \n", - " [a912fa55...] [277aa203...] role=agent type=turn RECOMMENDATION: For urban fleets, battery-electric\n", - " [3283e3ce...] [3347c70d...] role=agent type=turn This weekend Seattle will be around 55°F with part\n", - " [3283e3ce...] [7325fcca...] role=agent type=turn Sure! I found round-trip flights departing Friday \n", - " [3283e3ce...] [d4c2d4b1...] role=agent type=turn I found a round-trip on Alaska Airlines for $275 a\n", - " [93f9f763...] [0eb2219f...] role=agent type=turn Absolutely! NYC has incredible dining options. For\n", - " [93f9f763...] [d7de15e4...] role=agent type=turn For budget-friendly Italian in NYC, check out L'in\n", - " [3e8c0348...] [1c85da9a...] role=agent type=turn Sure! I found round-trip flights departing Friday \n", - " [3e8c0348...] [95fd0352...] role=agent type=turn I found a round-trip on Alaska Airlines for $275 a\n", - " [3e8c0348...] [b63df7c7...] role=agent type=turn This weekend Seattle will be around 55°F with part\n", - " [cc7ba964...] [eab7a8dc...] role=agent type=turn Absolutely! NYC has incredible dining options. For\n", - " [cc7ba964...] [043b1f73...] role=agent type=turn For budget-friendly Italian in NYC, check out L'in\n", - " [bfaa7891...] [3ecd376a...] role=agent type=turn Sure! I found round-trip flights departing Friday \n", - " [bfaa7891...] [d78560d0...] role=agent type=turn This weekend Seattle will be around 55°F with part\n", - " [bfaa7891...] [168452e9...] role=agent type=turn I found a round-trip on Alaska Airlines for $275 a\n", - " [69b363f1...] [678aae82...] role=agent type=turn Absolutely! NYC has incredible dining options. For\n", - " [69b363f1...] [1b9459b6...] role=agent type=turn For budget-friendly Italian in NYC, check out L'in\n", - " [67df7d45...] [f48762ba...] role=agent type=turn I found a round-trip on Alaska Airlines for $275 a\n", - " [67df7d45...] [d922da49...] role=agent type=turn This weekend Seattle will be around 55°F with part\n", - " [67df7d45...] [ccdb6efc...] role=agent type=turn Sure! I found round-trip flights departing Friday \n", - " [49296007...] [eed6a8e5...] role=agent type=turn Absolutely! NYC has incredible dining options. For\n", - " [49296007...] [495f8e55...] role=agent type=turn For budget-friendly Italian in NYC, check out L'in\n", - " [0087a4c7...] [c8444bda...] role=agent type=turn Sure! I found round-trip flights departing Friday \n", - " [0087a4c7...] [83b493a7...] role=agent type=turn This weekend Seattle will be around 55°F with part\n", - " [0087a4c7...] [1ff00508...] role=agent type=turn I found a round-trip on Alaska Airlines for $275 a\n", - " [a62f6290...] [bb3e7800...] role=agent type=turn Absolutely! NYC has incredible dining options. For\n", - " [a62f6290...] [926a875e...] role=agent type=turn For budget-friendly Italian in NYC, check out L'in\n", - " [154bf409...] [799c324a...] role=agent type=turn I found a round-trip on Alaska Airlines for $275 a\n", - " [154bf409...] [3234f409...] role=agent type=turn This weekend Seattle will be around 55°F with part\n", - " [154bf409...] [e635815b...] role=agent type=turn Sure! I found round-trip flights departing Friday \n", - " [0fcdecee...] [c2f5d5a5...] role=agent type=turn Absolutely! NYC has incredible dining options. For\n", - " [0fcdecee...] [cba4eb09...] role=agent type=turn For budget-friendly Italian in NYC, check out L'in\n", - " [t1...] [2af2a94e...] role=agent type=turn Agent response\n", - " [78ada42c...] [26821e00...] role=agent type=turn That sounds exciting! Tokyo is wonderful in spring\n", - " [78ada42c...] [104974d7...] role=agent type=turn Great choice! Try Ain Soph in Shinjuku for plant-b\n", - " [78ada42c...] [caaa7d25...] role=agent type=turn A Suica or Pasmo IC card is the easiest option. It\n", - " [dd0ad3f9...] [81fe48ff...] role=agent type=turn Keep a consistent sleep schedule, avoid screens 1 \n", - " [dd0ad3f9...] [e5b990ab...] role=agent type=turn Yes — caffeine has a half-life of about 5-6 hours,\n", - " [a402c62b...] [426026b6...] role=agent type=turn Of course! Last time we discussed Ain Soph in Shin\n", - " [e2e2402e...] [d37cf5bf...] role=agent type=turn Spring is a wonderful time to visit Japan! Cherry \n", - " [e2e2402e...] [5eebb35c...] role=agent type=turn 10–14 days lets you spend ~5 days in each city plu\n", - " [e2e2402e...] [307dc427...] role=agent type=turn Japan has wonderful vegetarian options — try shoji\n", - " [e2e2402e...] [53e01cf6...] role=agent type=turn Shigetsu inside Tenryu-ji temple is famous for its\n", - " [thread-0...] [72aadb29...] role=agent type=turn Cosmos DB is fantastic for low-latency global apps\n", - " [thread-0...] [aa7d2515...] role=agent type=turn Yes — DiskANN indexes power semantic search native\n", - " [thread-0...] [77886873...] role=agent type=turn HPK lets you co-locate related items for efficient\n", - " [thread-4...] [3e7ac221...] role=agent type=turn Cosmos is great\n", - " [thread-4...] [5dc2cf5b...] role=agent type=turn yes DiskANN\n", - " [thread-4...] [99f7cf33...] role=agent type=turn colocates data\n", - " [thread-0...] [0349d4e5...] role=agent type=turn Cosmos DB is fantastic for low-latency global apps\n", - " [thread-0...] [efea8437...] role=agent type=turn Yes — DiskANN indexes power semantic search native\n", - " [thread-0...] [3bec5407...] role=agent type=turn HPK lets you co-locate related items for efficient\n", - " [thread-0...] [3cb84a20...] role=agent type=turn Cosmos DB is fantastic for low-latency global apps\n", - " [thread-0...] [57ea857b...] role=agent type=turn Yes — DiskANN indexes power semantic search native\n", - " [thread-0...] [0f628302...] role=agent type=turn HPK lets you co-locate related items for efficient\n", - " [thread-0...] [06666f17...] role=agent type=turn Cosmos DB is fantastic for low-latency global apps\n", - " [thread-0...] [548dd8a9...] role=agent type=turn Yes — DiskANN indexes power semantic search native\n", - " [thread-0...] [bd139b4f...] role=agent type=turn HPK lets you co-locate related items for efficient\n", - " [thread-2...] [02c7e958...] role=agent type=turn Great choice! Hoh Rainforest and Hurricane Ridge a\n", - " [thread-2...] [6def8d60...] role=agent type=turn You'll need a wilderness permit from recreation.go\n", - " [thread-0...] [b8db28d6...] role=agent type=turn Cosmos DB is fantastic for low-latency global apps\n", - " [thread-0...] [cbf0f0be...] role=agent type=turn Yes — DiskANN indexes power semantic search native\n", - " [thread-0...] [771971c9...] role=agent type=turn HPK lets you co-locate related items for efficient\n", - " [thread-0...] [80f6b374...] role=agent type=turn Cosmos DB is fantastic for low-latency global apps\n", - " [thread-0...] [c5c544d6...] role=agent type=turn Yes — DiskANN indexes power semantic search native\n", - " [thread-0...] [2c69aa14...] role=agent type=turn HPK lets you co-locate related items for efficient\n", - " [thread-0...] [b9161808...] role=agent type=turn Cosmos DB is fantastic for low-latency global apps\n", - " [thread-0...] [a27126d6...] role=agent type=turn Yes — DiskANN indexes power semantic search native\n", - " [thread-0...] [98e2d8de...] role=agent type=turn HPK lets you co-locate related items for efficient\n", - " [thread-0...] [805cf355...] role=agent type=turn Cosmos DB is fantastic for low-latency global apps\n", - " [thread-0...] [7c3af0fe...] role=agent type=turn Yes — DiskANN indexes power semantic search native\n", - " [thread-0...] [72cdd403...] role=agent type=turn HPK lets you co-locate related items for efficient\n", - " [thread-b...] [30296030...] role=agent type=turn Great choice! Hoh Rainforest and Hurricane Ridge a\n", - " [thread-b...] [a64b3ad1...] role=agent type=turn You'll need a wilderness permit from recreation.go\n", - " [t1...] [8422cbfd...] role=agent type=turn Agent response\n", - " [d0421430...] [47eae793...] role=agent type=turn Got it! You're based in Seattle working at Microso\n", - " [d0421430...] [13017c8c...] role=agent type=turn 8 years of Python experience is impressive!\n", - " [d0421430...] [22d94ba6...] role=agent type=turn That's a great area! LLMs combined with RAG can un\n", - " [dd381d0c...] [8f58418d...] role=agent type=turn Spring is a wonderful time to visit Japan! Cherry \n", - " [dd381d0c...] [d7e35289...] role=agent type=turn 10–14 days lets you spend ~5 days in each city plu\n", - " [dd381d0c...] [46fda2e6...] role=agent type=turn Japan has wonderful vegetarian options — try shoji\n", - " [dd381d0c...] [de105f27...] role=agent type=turn Shigetsu inside Tenryu-ji temple is famous for its\n", - " [1a5388ca...] [f64a1f54...] role=agent type=turn Try aglio e olio — pasta, garlic, olive oil, chill\n", - " [1a5388ca...] [efb3613c...] role=agent type=turn Italian cuisine emphasises quality ingredients pre\n", - " [462c0b89...] [4e8648c0...] role=agent type=turn Great itinerary! Tuscany is amazing in autumn — wi\n", - " [462c0b89...] [1fe994b2...] role=agent type=turn Brunello di Montalcino producers offer wonderful c\n", - " [82849ac6...] [24cf1624...] role=agent type=turn Azure Container Apps is a great fit for FastAPI.\n", - " [82849ac6...] [7ea3e0ac...] role=agent type=turn Azure has excellent AI services — AI Foundry, AI S\n", - " [e9d75005...] [831c50e2...] role=agent type=turn The PNW has amazing trails like the Wonderland Tra\n", - " [e9d75005...] [3e754348...] role=agent type=turn Running is a great way to stay fit! Do you prefer \n", - " [e9d75005...] [2d8ad427...] role=agent type=turn Python is very popular for AI/ML workloads. What f\n", - " [75d8811b...] [f792c4e7...] role=agent type=turn That sounds exciting! Tokyo is wonderful in spring\n", - " [75d8811b...] [8a41f22a...] role=agent type=turn Great choice! Try Ain Soph in Shinjuku for plant-b\n", - " [75d8811b...] [20f5c5de...] role=agent type=turn A Suica or Pasmo IC card is the easiest option. It\n", - " [e8f0a465...] [efcc37f1...] role=agent type=turn Keep a consistent sleep schedule, avoid screens 1 \n", - " [e8f0a465...] [d1569024...] role=agent type=turn Yes — caffeine has a half-life of about 5-6 hours,\n", - " [45853aeb...] [2094ee58...] role=agent type=turn Of course! Last time we discussed Ain Soph in Shin\n", - " [ticket-9...] [6743a768...] role=agent type=turn I'm sorry to hear that. Could you share when you b\n", - " [ticket-9...] [5cf00dc0...] role=agent type=turn Thanks. I'll check warranty status. Could you also\n", - " [ticket-9...] [3aec4d8c...] role=agent type=turn Verified — the device is under warranty. I've init\n", - " [ticket-f...] [5d5a3234...] role=agent type=turn Welcome back, Alex! Yes, that confirms the diagnos\n", - " [ticket-f...] [e2aff8e0...] role=agent type=turn The Surface Dock 2 or the Anker 778 are excellent \n", - " [ticket-b...] [c8451dd2...] role=agent type=turn Welcome back, Alex! Happy to help with your Micros\n", - " [84350066...] [cc6e41cf...] role=agent type=turn PLAN:\n", - " 1. Research manufacturing impact (battery \n", - " [84350066...] [c8a01395...] role=agent type=turn FINDING 1 — Manufacturing: EV battery production e\n", - " [84350066...] [9a5c4e1d...] role=agent type=turn FINDING 2 — Energy source: EVs charged on renewabl\n", - " [84350066...] [6b1206fd...] role=agent type=turn FINDING 3 — End-of-life: Li-ion battery recycling \n", - " [84350066...] [25903ff0...] role=agent type=turn RECOMMENDATION: For urban fleets, battery-electric\n", - " [4c99b9ba...] [d1d42c19...] role=agent type=turn This weekend Seattle will be around 55°F with part\n", - " [4c99b9ba...] [6587d05b...] role=agent type=turn Sure! I found round-trip flights departing Friday \n", - " [4c99b9ba...] [f133d14c...] role=agent type=turn I found a round-trip on Alaska Airlines for $275 a\n", - " [73810c6b...] [4a24bc5a...] role=agent type=turn Absolutely! NYC has incredible dining options. For\n", - " [73810c6b...] [6037ae5b...] role=agent type=turn For budget-friendly Italian in NYC, check out L'in\n", - " [34249f73...] [eb3f86b6...] role=agent type=turn I found a round-trip on Alaska Airlines for $275 a\n", - " [34249f73...] [81d468be...] role=agent type=turn This weekend Seattle will be around 55°F with part\n", - " [34249f73...] [71a3704f...] role=agent type=turn Sure! I found round-trip flights departing Friday \n", - " [eb1efd30...] [d943c1a2...] role=agent type=turn Absolutely! NYC has incredible dining options. For\n", - " [eb1efd30...] [fbf6a5a9...] role=agent type=turn For budget-friendly Italian in NYC, check out L'in\n", - " [ae1eb483...] [a2d755ba...] role=agent type=turn Absolutely! NYC has incredible dining options. For\n", - " [ae1eb483...] [1eabf113...] role=agent type=turn For budget-friendly Italian in NYC, check out L'in\n", - " [151e417e...] [00f1ec4f...] role=agent type=turn This weekend Seattle will be around 55°F with part\n", - " [151e417e...] [a49ad927...] role=agent type=turn Sure! I found round-trip flights departing Friday \n", - " [151e417e...] [374d57e5...] role=agent type=turn I found a round-trip on Alaska Airlines for $275 a\n", - " [75b607c1...] [18d7b346...] role=agent type=turn Absolutely! NYC has incredible dining options. For\n", - " [75b607c1...] [22c624a7...] role=agent type=turn For budget-friendly Italian in NYC, check out L'in\n", - " [18ec5623...] [20ddefe7...] role=agent type=turn This weekend Seattle will be around 55°F with part\n", - " [18ec5623...] [17a3e670...] role=agent type=turn I found a round-trip on Alaska Airlines for $275 a\n", - " [18ec5623...] [d53dad25...] role=agent type=turn Sure! I found round-trip flights departing Friday \n", - " [6514d03a...] [2fbee9d5...] role=agent type=turn Absolutely! NYC has incredible dining options. For\n", - " [6514d03a...] [08f3076a...] role=agent type=turn For budget-friendly Italian in NYC, check out L'in\n", - " [thread-0...] [1f6ffd63...] role=agent type=turn Cosmos DB is fantastic for low-latency global apps\n", - " [thread-0...] [3a203195...] role=agent type=turn Yes — DiskANN indexes power semantic search native\n", - " [thread-0...] [a92f4b54...] role=agent type=turn HPK lets you co-locate related items for efficient\n", - " [thread-0...] [6370552e...] role=agent type=turn Cosmos DB is fantastic for low-latency global apps\n", - " [thread-0...] [e38ecbee...] role=agent type=turn Yes — DiskANN indexes power semantic search native\n", - " [thread-0...] [72ddcc06...] role=agent type=turn HPK lets you co-locate related items for efficient\n", - " [thread-5...] [c3c713fa...] role=agent type=turn Great choice! Hoh Rainforest and Hurricane Ridge a\n", - " [thread-5...] [c7364e90...] role=agent type=turn You'll need a wilderness permit from recreation.go\n", - " [thread-3...] [c527bd97...] role=agent type=turn Great choice! Hoh Rainforest and Hurricane Ridge a\n", - " [thread-3...] [7371ee6c...] role=agent type=turn You'll need a wilderness permit from recreation.go\n", - " [thread-0...] [95d62050...] role=agent type=turn Cosmos DB is fantastic for low-latency global apps\n", - " [thread-0...] [be0085d4...] role=agent type=turn Yes — DiskANN indexes power semantic search native\n", - " [thread-0...] [c09230e7...] role=agent type=turn HPK lets you co-locate related items for efficient\n", - " [thread-c...] [3582eb74...] role=agent type=turn Great choice! Hoh Rainforest and Hurricane Ridge a\n", - " [thread-c...] [598dff39...] role=agent type=turn You'll need a wilderness permit from recreation.go\n", - " [2dec0199...] [d53348b1...] role=agent type=turn This weekend Seattle will be around 55°F with part\n", - " [2dec0199...] [048b347d...] role=agent type=turn Sure! I found round-trip flights departing Friday \n", - " [2dec0199...] [f3b2e998...] role=agent type=turn I found a round-trip on Alaska Airlines for $275 a\n", - " [97d1c7d2...] [45d6f3eb...] role=agent type=turn Absolutely! NYC has incredible dining options. For\n", - " [97d1c7d2...] [61ec5e9b...] role=agent type=turn For budget-friendly Italian in NYC, check out L'in\n", - " [437580e8...] [741b0b83...] role=agent type=turn Absolutely! NYC has incredible dining options. For\n", - " [437580e8...] [ebb06dba...] role=agent type=turn For budget-friendly Italian in NYC, check out L'in\n", - " [9ed6e905...] [f200bbc0...] role=agent type=turn This weekend Seattle will be around 55°F with part\n", - " [9ed6e905...] [59877c89...] role=agent type=turn Sure! I found round-trip flights departing Friday \n", - " [9ed6e905...] [9a2a651c...] role=agent type=turn I found a round-trip on Alaska Airlines for $275 a\n", - " [9ed6e905...] [bfb488e8...] role=agent type=turn Got it. I'll always select an aisle seat for your \n", - " [9ed6e905...] [0d216b3d...] role=agent type=turn Understood — I'll confirm with you before booking \n", - " [9ed6e905...] [c9b3d5ab...] role=agent type=turn Will do. I'll filter hotel suggestions to only tho\n", - " [ede78157...] [d89aa694...] role=agent type=turn Absolutely! NYC has incredible dining options. For\n", - " [ede78157...] [bda83ce2...] role=agent type=turn For budget-friendly Italian in NYC, check out L'in\n", - " [e2422aed...] [0cc39f4a...] role=agent type=turn This weekend Seattle will be around 55°F with part\n", - " [e2422aed...] [d2d28ce4...] role=agent type=turn I found a round-trip on Alaska Airlines for $275 a\n", - " [e2422aed...] [a0ebc75c...] role=agent type=turn Got it. I'll always select an aisle seat for your \n", - " [e2422aed...] [a07d551b...] role=agent type=turn Sure! I found round-trip flights departing Friday \n", - " [e2422aed...] [fac38202...] role=agent type=turn Will do. I'll filter hotel suggestions to only tho\n", - " [e2422aed...] [01b514c0...] role=agent type=turn Understood — I'll confirm with you before booking \n", - " [ba2753c5...] [f62c3be1...] role=agent type=turn Absolutely! NYC has incredible dining options. For\n", - " [ba2753c5...] [5f541c2a...] role=agent type=turn For budget-friendly Italian in NYC, check out L'in\n", - " [d3a73355...] [7fc1a400...] role=agent type=turn This weekend Seattle will be around 55°F with part\n", - " [d3a73355...] [a895d314...] role=agent type=turn Sure! I found round-trip flights departing Friday \n", - " [d3a73355...] [05901836...] role=agent type=turn I found a round-trip on Alaska Airlines for $275 a\n", - " [d3a73355...] [a762cd26...] role=agent type=turn Got it. I'll always select an aisle seat for your \n", - " [d3a73355...] [81ce6316...] role=agent type=turn Understood — I'll confirm with you before booking \n", - " [d3a73355...] [86a404c9...] role=agent type=turn Will do. I'll filter hotel suggestions to only tho\n", - " [e9ed3070...] [9cf12919...] role=agent type=turn Absolutely! NYC has incredible dining options. For\n", - " [e9ed3070...] [8712d011...] role=agent type=turn For budget-friendly Italian in NYC, check out L'in\n", - " [92fcfce7...] [9b497f45...] role=agent type=turn This weekend Seattle will be around 55°F with part\n", - " [92fcfce7...] [2ac1f955...] role=agent type=turn Sure! I found round-trip flights departing Friday \n", - " [92fcfce7...] [340d4e33...] role=agent type=turn I found a round-trip on Alaska Airlines for $275 a\n", - " [92fcfce7...] [3a3d1544...] role=agent type=turn Got it. I'll always select an aisle seat for your \n", - " [92fcfce7...] [ba8c8d52...] role=agent type=turn Noted — I'll follow that order: weather, then flig\n", - " [92fcfce7...] [2485f06d...] role=agent type=turn Will do — no overnight bookings without your expli\n", - " [26392a45...] [41f1ba4d...] role=agent type=turn Absolutely! NYC has incredible dining options. For\n", - " [26392a45...] [54cf4894...] role=agent type=turn For budget-friendly Italian in NYC, check out L'in\n", - " [f0fd9a78...] [7df1661f...] role=agent type=turn This weekend Seattle will be around 55°F with part\n", - " [f0fd9a78...] [1f84e8ac...] role=agent type=turn Sure! I found round-trip flights departing Friday \n", - " [f0fd9a78...] [034bd98c...] role=agent type=turn I found a round-trip on Alaska Airlines for $275 a\n", - " [f0fd9a78...] [9bc141ef...] role=agent type=turn Got it. I'll always select an aisle seat for your \n", - " [f0fd9a78...] [51227197...] role=agent type=turn Noted — I'll follow that order: weather, then flig\n", - " [f0fd9a78...] [f6cd2184...] role=agent type=turn Will do — no overnight bookings without your expli\n", - " [5c3287a4...] [5955e0e9...] role=agent type=turn Absolutely! NYC has incredible dining options. For\n", - " [5c3287a4...] [9866371e...] role=agent type=turn For budget-friendly Italian in NYC, check out L'in\n", - " [b48abfd4...] [04627b70...] role=agent type=turn This weekend Seattle will be around 55°F with part\n", - " [b48abfd4...] [8cd6cac1...] role=agent type=turn Sure! I found round-trip flights departing Friday \n", - " [b48abfd4...] [b022017e...] role=agent type=turn I found a round-trip on Alaska Airlines for $275 a\n", - " [b48abfd4...] [83a30869...] role=agent type=turn Got it. I'll always select an aisle seat for your \n", - " [b48abfd4...] [1d2f503d...] role=agent type=turn Noted — I'll follow that order: weather, then flig\n", - " [b48abfd4...] [a087dfa4...] role=agent type=turn Will do — no overnight bookings without your expli\n", - " [dbdc90d0...] [8aaead6f...] role=agent type=turn Absolutely! NYC has incredible dining options. For\n", - " [dbdc90d0...] [e2e684e6...] role=agent type=turn For budget-friendly Italian in NYC, check out L'in\n", - " [a1210ca7...] [8486acee...] role=agent type=turn This weekend Seattle will be around 55°F with part\n", - " [a1210ca7...] [1329afa7...] role=agent type=turn Sure! I found round-trip flights departing Friday \n", - " [a1210ca7...] [0712700a...] role=agent type=turn I found a round-trip on Alaska Airlines for $275 a\n", - " [a1210ca7...] [3a6887c4...] role=agent type=turn Got it. I'll always select an aisle seat for your \n", - " [a1210ca7...] [9c18002a...] role=agent type=turn Noted — I'll follow that order: weather, then flig\n", - " [a1210ca7...] [7835ebd2...] role=agent type=turn Will do — no overnight bookings without your expli\n", - " [e97abcfc...] [c40acde3...] role=agent type=turn Absolutely! NYC has incredible dining options. For\n", - " [e97abcfc...] [25890ac3...] role=agent type=turn For budget-friendly Italian in NYC, check out L'in\n", - " [8f82e8c2...] [86395b5c...] role=agent type=turn This weekend Seattle will be around 55°F with part\n", - " [8f82e8c2...] [f810ee90...] role=agent type=turn Sure! I found round-trip flights departing Friday \n", - " [8f82e8c2...] [2c53284f...] role=agent type=turn I found a round-trip on Alaska Airlines for $275 a\n", - " [8f82e8c2...] [03f4f090...] role=agent type=turn Got it. I'll always select an aisle seat for your \n", - " [8f82e8c2...] [e61823c0...] role=agent type=turn Noted — I'll follow that order: weather, then flig\n", - " [8f82e8c2...] [de44f072...] role=agent type=turn Will do — no overnight bookings without your expli\n", - " [925c1a31...] [1bc3a721...] role=agent type=turn Got it. I'll always select an aisle seat for your \n", - " [925c1a31...] [81c4308b...] role=agent type=turn Noted — I'll follow that order: weather, then flig\n", - " [925c1a31...] [bbbce8be...] role=agent type=turn Will do — no overnight bookings without your expli\n", - " [925c1a31...] [490aeb85...] role=agent type=turn Understood — only hotels with complimentary breakf\n", - " [1aba6dfb...] [67c9d6d2...] role=agent type=turn Absolutely! NYC has incredible dining options. For\n", - " [1aba6dfb...] [f973d01f...] role=agent type=turn For budget-friendly Italian in NYC, check out L'in\n", - " [df2c66e2...] [885e20a1...] role=agent type=turn Noted — I'll follow that order: weather, then flig\n", - " [df2c66e2...] [a14e680c...] role=agent type=turn This weekend Seattle will be around 55°F with part\n", - " [df2c66e2...] [291b33d2...] role=agent type=turn Got it. I'll always select an aisle seat for your \n", - " [df2c66e2...] [0085b70d...] role=agent type=turn Sure! I found round-trip flights departing Friday \n", - " [ae1bb147...] [49f590c9...] role=agent type=turn Understood — only hotels with complimentary breakf\n", - " [ae1bb147...] [36fc3840...] role=agent type=turn Got it. I'll always select an aisle seat for your \n", - " [df2c66e2...] [d2b63415...] role=agent type=turn Will do — no overnight bookings without your expli\n", - " [df2c66e2...] [293d9579...] role=agent type=turn I found a round-trip on Alaska Airlines for $275 a\n", - " [ae1bb147...] [6d68214d...] role=agent type=turn Will do — no overnight bookings without your expli\n", - " [ae1bb147...] [88479523...] role=agent type=turn Noted — I'll follow that order: weather, then flig\n", - " [85e74267...] [32b3911a...] role=agent type=turn Absolutely! NYC has incredible dining options. For\n", - " [85e74267...] [2594fb41...] role=agent type=turn For budget-friendly Italian in NYC, check out L'in\n", - " [1a2686a2...] [72643b0a...] role=agent type=turn Sure! I found round-trip flights departing Friday \n", - " [1a2686a2...] [0ce72055...] role=agent type=turn This weekend Seattle will be around 55°F with part\n", - " [1a2686a2...] [c91a8397...] role=agent type=turn Will do — no overnight bookings without your expli\n", - " [1a2686a2...] [b0f0f031...] role=agent type=turn I found a round-trip on Alaska Airlines for $275 a\n", - " [1a2686a2...] [de786284...] role=agent type=turn Got it. I'll always select an aisle seat for your \n", - " [1a2686a2...] [863a0e92...] role=agent type=turn Noted — I'll follow that order: weather, then flig\n", - " [6c5e0b18...] [9d94e048...] role=agent type=turn Noted — I'll follow that order: weather, then flig\n", - " [6c5e0b18...] [b3cac85c...] role=agent type=turn Got it. I'll always select an aisle seat for your \n", - " [6c5e0b18...] [bce69f91...] role=agent type=turn Will do — no overnight bookings without your expli\n", - " [6c5e0b18...] [096d24da...] role=agent type=turn Understood — only hotels with complimentary breakf\n", - " [ac8cf2db...] [e388f6c6...] role=agent type=turn Absolutely! NYC has incredible dining options. For\n", - " [ac8cf2db...] [ad4aa222...] role=agent type=turn For budget-friendly Italian in NYC, check out L'in\n", - " [0df5b6dc...] [26681a8e...] role=agent type=turn Around 55°F with partly cloudy skies on Saturday a\n", - " [0df5b6dc...] [864f087a...] role=agent type=turn I found a $275 Alaska Airlines round-trip and a $1\n", - " [0df5b6dc...] [0cdaa994...] role=agent type=turn Got it — aisle seats only.\n", - " [0df5b6dc...] [4f35ab5b...] role=agent type=turn Noted — weather → flights → hotel.\n", - " [0df5b6dc...] [ab9e45ba...] role=agent type=turn Understood — no overnight bookings without your ap\n", - " [bc4a98cb...] [1076e63c...] role=agent type=turn Around 55°F with partly cloudy skies on Saturday a\n", - " [bc4a98cb...] [6ba1d437...] role=agent type=turn I found a $275 Alaska Airlines round-trip and a $1\n", - " [bc4a98cb...] [fcf81c7c...] role=agent type=turn Got it — aisle seats only.\n", - " [bc4a98cb...] [45e487f4...] role=agent type=turn Noted — weather → flights → hotel.\n", - " [bc4a98cb...] [1c81ae44...] role=agent type=turn Understood — no overnight bookings without your ap\n", - " [bdd72079...] [9a99982d...] role=agent type=turn Around 55°F with partly cloudy skies on Saturday a\n", - " [bdd72079...] [f17db44a...] role=agent type=turn I found a $275 Alaska Airlines round-trip and a $1\n", - " [bdd72079...] [804c1f25...] role=agent type=turn Got it — aisle seats only.\n", - " [bdd72079...] [56d4e04b...] role=agent type=turn Noted — weather → flights → hotel.\n", - " [bdd72079...] [9857a10d...] role=agent type=turn Understood — no overnight bookings without your ap\n", - " [42b91b2c...] [aee54464...] role=agent type=turn Around 55°F with partly cloudy skies on Saturday a\n", - " [42b91b2c...] [2610f0f2...] role=agent type=turn I found a $275 Alaska Airlines round-trip and a $1\n", - " [42b91b2c...] [81e4ae3f...] role=agent type=turn Got it — aisle seats only.\n", - " [42b91b2c...] [88c29041...] role=agent type=turn Noted — weather → flights → hotel.\n", - " [42b91b2c...] [aec0a2ba...] role=agent type=turn Understood — no overnight bookings without your ap\n", - " [e50f775e...] [88a718fa...] role=agent type=turn This weekend Seattle will be around 55°F with part\n", - " [e50f775e...] [5d25077d...] role=agent type=turn Sure! I found round-trip flights departing Friday \n", - " [e50f775e...] [4f8721a6...] role=agent type=turn I found a round-trip on Alaska Airlines for $275 a\n", - " [e50f775e...] [3f00a18c...] role=agent type=turn Got it. I'll always select an aisle seat for your \n", - " [e50f775e...] [4d4926ec...] role=agent type=turn Noted — I'll follow that order: weather, then flig\n", - " [e50f775e...] [96aa9017...] role=agent type=turn Will do — no overnight bookings without your expli\n", - " [8f42e1b5...] [26ba3a10...] role=agent type=turn Got it. I'll always select an aisle seat for your \n", - " [8f42e1b5...] [2430022a...] role=agent type=turn Noted — I'll follow that order: weather, then flig\n", - " [8f42e1b5...] [300757b0...] role=agent type=turn Will do — no overnight bookings without your expli\n", - " [8f42e1b5...] [c997e440...] role=agent type=turn Understood — only hotels with complimentary breakf\n", - " [7b8fc78b...] [0e5d8a0a...] role=agent type=turn Absolutely! NYC has incredible dining options. For\n", - " [7b8fc78b...] [c0437ffe...] role=agent type=turn For budget-friendly Italian in NYC, check out L'in\n", - " [807c3bc6...] [c6b6827e...] role=agent type=turn This weekend Seattle will be around 55°F with part\n", - " [807c3bc6...] [101560c2...] role=agent type=turn Sure! I found round-trip flights departing Friday \n", - " [c1138077...] [30da082b...] role=agent type=turn Will do — no overnight bookings without your expli\n", - " [c1138077...] [40665284...] role=agent type=turn Got it. I'll always select an aisle seat for your \n", - " [807c3bc6...] [3ee542c4...] role=agent type=turn Got it. I'll always select an aisle seat for your \n", - " [807c3bc6...] [67cee94e...] role=agent type=turn I found a round-trip on Alaska Airlines for $275 a\n", - " [c1138077...] [2b7e104d...] role=agent type=turn Noted — I'll follow that order: weather, then flig\n", - " [c1138077...] [4e5b3a7d...] role=agent type=turn Understood — only hotels with complimentary breakf\n", - " [807c3bc6...] [97401d13...] role=agent type=turn Will do — no overnight bookings without your expli\n", - " [807c3bc6...] [3a42a459...] role=agent type=turn Noted — I'll follow that order: weather, then flig\n", - " [6b59bbaf...] [6a66be86...] role=agent type=turn Absolutely! NYC has incredible dining options. For\n", - " [6b59bbaf...] [546aff6a...] role=agent type=turn For budget-friendly Italian in NYC, check out L'in\n" - ] - } - ], + "outputs": [], "source": [ "# Get all memories for user-001\n", - "results = await memory.get_memories(user_id=USER_ID)\n", + "results = await memory.get_memories(user_id=\"user-001\")\n", "print(f\"Memories for user-001: {len(results)}\\n\")\n", "for r in results:\n", " print(f\" [{r['thread_id'][:8]}...] [{r['id'][:8]}...] role={r['role']:<6} type={r['type']:<8} {r['content'][:50]}\")\n", @@ -1182,40 +435,18 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": null, "id": "b0b61df9", "metadata": { "ExecuteTime": { "end_time": "2026-04-07T22:07:16.784062Z", "start_time": "2026-04-07T22:07:16.651689Z" - }, - "execution": { - "iopub.execute_input": "2026-05-04T20:25:47.264618Z", - "iopub.status.busy": "2026-05-04T20:25:47.264449Z", - "iopub.status.idle": "2026-05-04T20:25:47.395572Z", - "shell.execute_reply": "2026-05-04T20:25:47.394909Z" } }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Before: Something near Pike Place Market would be great. Keep flights under $300 round trip and hotels under $200/night.\n", - "\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "After: Something near Pike Place Market would be great. Keep flights under $300 round trip and hotels under $200/night.\n" - ] - } - ], + "outputs": [], "source": [ "# Update the user's budget message to add a hotel budget constraint\n", - "user_msgs = await memory.get_memories(user_id=USER_ID, role=\"user\")\n", + "user_msgs = await memory.get_memories(user_id=\"user-001\", role=\"user\")\n", "target = [m for m in user_msgs if \"Pike Place\" in m[\"content\"]][0]\n", "print(f\"Before: {target['content']}\\n\")\n", "\n", @@ -1231,1094 +462,15 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": null, "id": "74874763", "metadata": { "ExecuteTime": { "end_time": "2026-04-07T22:07:36.933417Z", "start_time": "2026-04-07T22:07:36.641107Z" - }, - "execution": { - "iopub.execute_input": "2026-05-04T20:25:47.397837Z", - "iopub.status.busy": "2026-05-04T20:25:47.397690Z", - "iopub.status.idle": "2026-05-04T20:25:50.012907Z", - "shell.execute_reply": "2026-05-04T20:25:50.012517Z" } }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'id': '17c87803-34e3-4410-ba71-0f16d867141d', 'user_id': 'user-002', 'thread_id': '6b59bbaf-a9ba-4122-a67b-f18ce950ec2d', 'role': 'tool', 'type': 'turn', 'content': '{\"query\": \"top restaurants NYC\", \"results\": [\"Carbone\", \"Nobu\", \"Katz\\'s Deli\", \"Le Bernardin\"]}', 'metadata': {'tool_name': 'restaurant_search', 'tool_call_id': 'call_abc123'}, 'created_at': '2026-05-04T20:25:46.986153+00:00', 'tags': [], '_rid': 'EShyAMqZjm9EMjEBAAAAAA==', '_self': 'dbs/EShyAA==/colls/EShyAMqZjm8=/docs/EShyAMqZjm9EMjEBAAAAAA==/', '_etag': '\"00006c06-0000-0800-0000-69f900cb0000\"', '_attachments': 'attachments/', '_ts': 1777926347}\n", - "Deleted tool memory 17c87803...\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "Remaining memories in Cosmos DB: 1024\n", - " [9060aacb...] [fact_31f...] role=system type=fact The user is building a recommendation engine for a\n", - " [9060aacb...] [fact_24c...] role=system type=fact The user chose a hybrid recommendation approach co\n", - " [9060aacb...] [fact_801...] role=system type=fact The user plans to use embeddings generated from bo\n", - " [9060aacb...] [fact_9e2...] role=system type=fact The user prefers Python for development.\n", - " [9060aacb...] [fact_d31...] role=system type=fact The user wants to use FastAPI for the API layer of\n", - " [9060aacb...] [ep_63631...] role=system type=episodic Last quarter, the user implemented a similar recom\n", - " [9060aacb...] [summary_...] role=system type=summary The user discussed building a hybrid recommendatio\n", - " [26f28370...] [050930c1...] role=user type=turn I love hiking in the Pacific Northwest\n", - " [26f28370...] [3f04a33a...] role=agent type=turn The PNW has amazing trails like the Wonderland Tra\n", - " [26f28370...] [1286f137...] role=user type=turn I usually run 5 miles every morning before work\n", - " [26f28370...] [afebb21e...] role=agent type=turn Running is a great way to stay fit! Do you prefer \n", - " [26f28370...] [9b9a4a3b...] role=agent type=turn Python is very popular for AI/ML workloads. What f\n", - " [96f8868c...] [6f2b06d0...] role=user type=turn I live in Seattle and work at Microsoft as a softw\n", - " [96f8868c...] [afbb20b5...] role=agent type=turn Got it! You're based in Seattle working at Microso\n", - " [96f8868c...] [f3ed4abc...] role=user type=turn My favourite programming language is Python and I'\n", - " [96f8868c...] [c175440a...] role=agent type=turn 8 years of Python experience is impressive!\n", - " [96f8868c...] [b14f468d...] role=user type=turn I'm currently working on a project involving large\n", - " [96f8868c...] [ba7a7168...] role=agent type=turn That's a great area! LLMs combined with RAG can un\n", - " [96f8868c...] [b10d9418...] role=user type=turn Last spring I went hiking on Mount Rainier with my\n", - " [96f8868c...] [8adba5c7...] role=user type=turn When debugging an LLM, always check the prompt fir\n", - " [96f8868c...] [fact_486...] role=system type=fact The user lives in Seattle.\n", - " [96f8868c...] [fact_c52...] role=system type=fact The user works at Microsoft as a software engineer\n", - " [96f8868c...] [fact_af9...] role=system type=fact The user's favorite programming language is Python\n", - " [96f8868c...] [fact_08a...] role=system type=fact The user has 8 years of experience using Python.\n", - " [96f8868c...] [fact_117...] role=system type=fact The user is currently working on a project involvi\n", - " [96f8868c...] [fact_ee1...] role=system type=fact The user has a dog.\n", - " [__proced...] [proc_616...] role=system type=procedural When debugging a large language model, always chec\n", - " [96f8868c...] [ep_13a6b...] role=system type=episodic Last spring, the user went hiking on Mount Rainier\n", - " [5827e67c...] [3782ffef...] role=user type=turn I'm planning a trip to Japan next spring. Any sugg\n", - " [5827e67c...] [d3497550...] role=agent type=turn Spring is a wonderful time to visit Japan! Cherry \n", - " [5827e67c...] [8717fe0d...] role=user type=turn I'd love to see Kyoto and Tokyo. How long should I\n", - " [5827e67c...] [3edcb648...] role=agent type=turn 10–14 days lets you spend ~5 days in each city plu\n", - " [5827e67c...] [summary_...] role=system type=summary The user planned a spring trip to Japan focused on\n", - " [5827e67c...] [30f39fca...] role=user type=turn What about food? I'm a vegetarian.\n", - " [5827e67c...] [679afa68...] role=agent type=turn Japan has wonderful vegetarian options — try shoji\n", - " [5827e67c...] [20418cbb...] role=user type=turn Are there any vegetarian restaurants you'd recomme\n", - " [5827e67c...] [44bc0998...] role=agent type=turn Shigetsu inside Tenryu-ji temple is famous for its\n", - " [bec477fa...] [410dcaf7...] role=user type=turn What's a good pasta recipe for a weeknight dinner?\n", - " [bec477fa...] [3e65264f...] role=agent type=turn Try aglio e olio — pasta, garlic, olive oil, chill\n", - " [bec477fa...] [93d8e2c1...] role=user type=turn Sounds great. I love simple Italian food, especial\n", - " [bec477fa...] [9c440b51...] role=agent type=turn Italian cuisine emphasises quality ingredients pre\n", - " [bec477fa...] [fact_584...] role=system type=fact The user prefers simple Italian food, especially d\n", - " [bec477fa...] [summary_...] role=system type=summary The conversation focused on suggesting a simple pa\n", - " [800e58b0...] [bc01e3d3...] role=user type=turn I want to visit Italy next year — Rome, Florence, \n", - " [800e58b0...] [966440e7...] role=agent type=turn Great itinerary! Tuscany is amazing in autumn — wi\n", - " [800e58b0...] [b1134253...] role=user type=turn Perfect — I love wine, especially Chianti and Brun\n", - " [800e58b0...] [3f8e2989...] role=agent type=turn Brunello di Montalcino producers offer wonderful c\n", - " [800e58b0...] [fact_bfd...] role=system type=fact The user plans to visit Italy next year, including\n", - " [800e58b0...] [fact_070...] role=system type=fact The user loves wine, especially Chianti and Brunel\n", - " [800e58b0...] [summary_...] role=system type=summary The user discussed plans to visit Italy next year,\n", - " [a3968726...] [80c78945...] role=user type=turn What's the best way to deploy a Python FastAPI app\n", - " [a3968726...] [900a8c86...] role=agent type=turn Azure Container Apps is a great fit for FastAPI.\n", - " [a3968726...] [00c996bc...] role=user type=turn Cool. I'm a Python engineer building AI tooling.\n", - " [a3968726...] [91cc1977...] role=agent type=turn Azure has excellent AI services — AI Foundry, AI S\n", - " [a3968726...] [fact_423...] role=system type=fact The user is a Python engineer building AI tooling.\n", - " [a3968726...] [summary_...] role=system type=summary The conversation focused on the best way to deploy\n", - " [__user_s...] [user_sum...] role=system type=user_summary The user is a Python engineer building AI tooling.\n", - " [09dc7d13...] [a313f4fe...] role=user type=turn Hi! I'm planning a trip to Tokyo next month.\n", - " [09dc7d13...] [b8be927e...] role=agent type=turn That sounds exciting! Tokyo is wonderful in spring\n", - " [09dc7d13...] [a048b3cd...] role=user type=turn I'd love food recommendations. I'm vegetarian.\n", - " [09dc7d13...] [f822061c...] role=agent type=turn Great choice! Try Ain Soph in Shinjuku for plant-b\n", - " [09dc7d13...] [6c05d0fc...] role=user type=turn Also, what's the best way to get around the city?\n", - " [09dc7d13...] [4f82afee...] role=agent type=turn A Suica or Pasmo IC card is the easiest option. It\n", - " [6e44bfdf...] [5f70d499...] role=user type=turn I've been having trouble sleeping lately. Any tips\n", - " [6e44bfdf...] [554813b8...] role=agent type=turn Keep a consistent sleep schedule, avoid screens 1 \n", - " [6e44bfdf...] [ceb47ce6...] role=user type=turn Does caffeine really affect sleep that much?\n", - " [6e44bfdf...] [de33c4e1...] role=agent type=turn Yes — caffeine has a half-life of about 5-6 hours,\n", - " [d78550ff...] [d78c85d4...] role=user type=turn Can you remind me of the Tokyo restaurant suggesti\n", - " [d78550ff...] [415b6b5a...] role=agent type=turn Of course! Last time we discussed Ain Soph in Shin\n", - " [ticket-d...] [d6a1be75...] role=user type=turn Hi, I'm having issues with my Surface Pro 9. The b\n", - " [ticket-d...] [7dff7796...] role=agent type=turn I'm sorry to hear that. Could you share when you b\n", - " [ticket-d...] [318d37d4...] role=user type=turn I bought it in March 2024 from the Microsoft Store\n", - " [ticket-d...] [f518daf5...] role=agent type=turn Thanks. I'll check warranty status. Could you also\n", - " [ticket-d...] [902ed190...] role=user type=turn It's alex.chen@example.com. The order number was M\n", - " [ticket-d...] [32fd980e...] role=agent type=turn Verified — the device is under warranty. I've init\n", - " [ticket-d...] [630500b2...] role=user type=turn OK, will do. By the way, I work as a software engi\n", - " [ticket-d...] [fact_b48...] role=system type=fact The user owns a Surface Pro 9 with a battery that \n", - " [ticket-d...] [fact_55f...] role=system type=fact The user purchased the Surface Pro 9 in March 2024\n", - " [ticket-d...] [fact_812...] role=system type=fact The user's email address is alex.chen@example.com.\n", - " [ticket-d...] [fact_68e...] role=system type=fact The Surface Pro 9 order number is MS-78234.\n", - " [ticket-d...] [fact_fe9...] role=system type=fact The user's Surface Pro 9 is currently under warran\n", - " [ticket-d...] [fact_198...] role=system type=fact The user works as a software engineer and relies o\n", - " [ticket-d...] [fact_369...] role=system type=fact The user will run the Surface app battery diagnost\n", - " [ticket-d...] [summary_...] role=system type=summary The user reported that their Surface Pro 9 battery\n", - " [ticket-7...] [59d28891...] role=user type=turn Hello again — Alex from the previous battery ticke\n", - " [ticket-7...] [505cdf04...] role=agent type=turn Welcome back, Alex! Yes, that confirms the diagnos\n", - " [ticket-7...] [4c3d1d55...] role=user type=turn Great. While we're talking, can you recommend a US\n", - " [ticket-7...] [c8fc1e0a...] role=agent type=turn The Surface Dock 2 or the Anker 778 are excellent \n", - " [ticket-7...] [f5cf5370...] role=user type=turn Multi-monitor is exactly what I need — I run 3 dis\n", - " [ticket-7...] [fact_032...] role=system type=fact The user's name is Alex.\n", - " [ticket-7...] [fact_ba5...] role=system type=fact The Surface app diagnostic reports that the user's\n", - " [ticket-7...] [fact_64c...] role=system type=fact Alex requires a USB-C dock compatible with the Sur\n", - " [ticket-7...] [summary_...] role=system type=summary Alex contacted support regarding a degraded batter\n", - " [__user_s...] [user_sum...] role=system type=user_summary The user's name is Alex.; The user's email address\n", - " [ticket-d...] [f6741f54...] role=user type=turn Hi, I have a quick question about my Microsoft 365\n", - " [ticket-d...] [cdf309ab...] role=agent type=turn Welcome back, Alex! Happy to help with your Micros\n", - " [a912fa55...] [975d78b5...] role=user type=turn Compare the environmental impact of electric vehic\n", - " [a912fa55...] [fc43544b...] role=agent type=turn PLAN:\n", - " 1. Research manufacturing impact (battery \n", - " [a912fa55...] [c898a267...] role=agent type=turn FINDING 1 — Manufacturing: EV battery production e\n", - " [a912fa55...] [00f08077...] role=agent type=turn FINDING 2 — Energy source: EVs charged on renewabl\n", - " [a912fa55...] [c2242b74...] role=agent type=turn FINDING 3 — End-of-life: Li-ion battery recycling \n", - " [a912fa55...] [277aa203...] role=agent type=turn RECOMMENDATION: For urban fleets, battery-electric\n", - " [thread-0...] [f844e873...] role=system type=fact User prefers Python over Java for backend work\n", - " [thread-0...] [d54ab12f...] role=system type=fact User is allergic to peanuts\n", - " [thread-0...] [24cf3d6a...] role=system type=fact User lives in Seattle, WA\n", - " [thread-0...] [323d880f...] role=system type=episodic Last Friday the user shipped a Cosmos-backed searc\n", - " [thread-0...] [b6c5a9ab...] role=system type=episodic User attended PyCon 2024 in Pittsburgh\n", - " [thread-0...] [b18fc854...] role=system type=procedural When the user says 'deploy', run `azd up` and tail\n", - " [thread-0...] [ce09b345...] role=system type=procedural Always confirm before purging Cosmos containers\n", - " [thread-5...] [fe918ee7...] role=system type=episodic Last Friday the user shipped a Cosmos-backed searc\n", - " [thread-5...] [31426409...] role=system type=episodic User attended PyCon 2024 in Pittsburgh\n", - " [thread-5...] [52d4d63f...] role=system type=procedural When the user says 'deploy', run `azd up` and tail\n", - " [thread-5...] [9ec66aac...] role=system type=procedural Always confirm before purging Cosmos containers\n", - " [3283e3ce...] [44e2a84b...] role=user type=turn What's the weather like in Seattle this weekend?\n", - " [3283e3ce...] [3347c70d...] role=agent type=turn This weekend Seattle will be around 55°F with part\n", - " [3283e3ce...] [7325fcca...] role=agent type=turn Sure! I found round-trip flights departing Friday \n", - " [3283e3ce...] [1548d960...] role=user type=turn Something near Pike Place Market would be great. K\n", - " [3283e3ce...] [d4c2d4b1...] role=agent type=turn I found a round-trip on Alaska Airlines for $275 a\n", - " [93f9f763...] [b19855ba...] role=user type=turn Can you recommend some good restaurants in New Yor\n", - " [93f9f763...] [0eb2219f...] role=agent type=turn Absolutely! NYC has incredible dining options. For\n", - " [93f9f763...] [61ada8c9...] role=user type=turn I love Italian food. Are there any options that ar\n", - " [93f9f763...] [d7de15e4...] role=agent type=turn For budget-friendly Italian in NYC, check out L'in\n", - " [3283e3ce...] [summary_...] role=system type=summary The user planned a weekend trip to Seattle with sp\n", - " [3283e3ce...] [fact_6dd...] role=system type=fact For a weekend trip to Seattle, the user requires r\n", - " [3283e3ce...] [fact_7a7...] role=system type=fact For a weekend trip to Seattle, the user requires h\n", - " [3283e3ce...] [fact_07e...] role=system type=fact For a weekend trip to Seattle, the user prefers ac\n", - " [__user_s...] [user_sum...] role=system type=user_summary {\n", - " \"key_facts\": [],\n", - " \"personal_preferences\": [\n", - " \n", - " [9269dfde...] [6550cc6e...] role=user type=turn Change feed test message 1: Tell me about vector d\n", - " [9269dfde...] [2b249321...] role=user type=turn Change feed test message 2: Tell me about vector d\n", - " [9269dfde...] [ccced81a...] role=user type=turn Change feed test message 3: Tell me about vector d\n", - " [3e8c0348...] [1c85da9a...] role=agent type=turn Sure! I found round-trip flights departing Friday \n", - " [3e8c0348...] [ad231b3b...] role=user type=turn What's the weather like in Seattle this weekend?\n", - " [3e8c0348...] [0eba1fb4...] role=user type=turn Something near Pike Place Market would be great. K\n", - " [3e8c0348...] [95fd0352...] role=agent type=turn I found a round-trip on Alaska Airlines for $275 a\n", - " [3e8c0348...] [b63df7c7...] role=agent type=turn This weekend Seattle will be around 55°F with part\n", - " [cc7ba964...] [5a1dd03f...] role=user type=turn Can you recommend some good restaurants in New Yor\n", - " [cc7ba964...] [eab7a8dc...] role=agent type=turn Absolutely! NYC has incredible dining options. For\n", - " [cc7ba964...] [e353165a...] role=user type=turn I love Italian food. Are there any options that ar\n", - " [cc7ba964...] [043b1f73...] role=agent type=turn For budget-friendly Italian in NYC, check out L'in\n", - " [bfaa7891...] [1899de86...] role=user type=turn What's the weather like in Seattle this weekend?\n", - " [bfaa7891...] [3ecd376a...] role=agent type=turn Sure! I found round-trip flights departing Friday \n", - " [bfaa7891...] [d78560d0...] role=agent type=turn This weekend Seattle will be around 55°F with part\n", - " [bfaa7891...] [168452e9...] role=agent type=turn I found a round-trip on Alaska Airlines for $275 a\n", - " [bfaa7891...] [352b0816...] role=user type=turn Something near Pike Place Market would be great. K\n", - " [69b363f1...] [12da5f11...] role=user type=turn Can you recommend some good restaurants in New Yor\n", - " [69b363f1...] [678aae82...] role=agent type=turn Absolutely! NYC has incredible dining options. For\n", - " [69b363f1...] [f282cce3...] role=user type=turn I love Italian food. Are there any options that ar\n", - " [69b363f1...] [1b9459b6...] role=agent type=turn For budget-friendly Italian in NYC, check out L'in\n", - " [67df7d45...] [f48762ba...] role=agent type=turn I found a round-trip on Alaska Airlines for $275 a\n", - " [67df7d45...] [d922da49...] role=agent type=turn This weekend Seattle will be around 55°F with part\n", - " [67df7d45...] [ccdb6efc...] role=agent type=turn Sure! I found round-trip flights departing Friday \n", - " [67df7d45...] [eece0053...] role=user type=turn Something near Pike Place Market would be great. K\n", - " [67df7d45...] [78c59756...] role=user type=turn What's the weather like in Seattle this weekend?\n", - " [49296007...] [525fa21b...] role=user type=turn Can you recommend some good restaurants in New Yor\n", - " [49296007...] [eed6a8e5...] role=agent type=turn Absolutely! NYC has incredible dining options. For\n", - " [49296007...] [817d2b13...] role=user type=turn I love Italian food. Are there any options that ar\n", - " [49296007...] [495f8e55...] role=agent type=turn For budget-friendly Italian in NYC, check out L'in\n", - " [0087a4c7...] [7112974f...] role=user type=turn Something near Pike Place Market would be great. K\n", - " [0087a4c7...] [c8444bda...] role=agent type=turn Sure! I found round-trip flights departing Friday \n", - " [0087a4c7...] [aca1086e...] role=user type=turn What's the weather like in Seattle this weekend?\n", - " [0087a4c7...] [83b493a7...] role=agent type=turn This weekend Seattle will be around 55°F with part\n", - " [0087a4c7...] [1ff00508...] role=agent type=turn I found a round-trip on Alaska Airlines for $275 a\n", - " [a62f6290...] [3ca18d6c...] role=user type=turn Can you recommend some good restaurants in New Yor\n", - " [a62f6290...] [bb3e7800...] role=agent type=turn Absolutely! NYC has incredible dining options. For\n", - " [a62f6290...] [9fd37b3a...] role=user type=turn I love Italian food. Are there any options that ar\n", - " [a62f6290...] [926a875e...] role=agent type=turn For budget-friendly Italian in NYC, check out L'in\n", - " [64930fb1...] [a67d7b29...] role=user type=turn Change feed test message 1: Tell me about vector d\n", - " [64930fb1...] [2ccb8a00...] role=user type=turn Change feed test message 2: Tell me about vector d\n", - " [64930fb1...] [10c23217...] role=user type=turn Change feed test message 3: Tell me about vector d\n", - " [154bf409...] [c9f3116a...] role=user type=turn What's the weather like in Seattle this weekend?\n", - " [154bf409...] [799c324a...] role=agent type=turn I found a round-trip on Alaska Airlines for $275 a\n", - " [154bf409...] [3234f409...] role=agent type=turn This weekend Seattle will be around 55°F with part\n", - " [154bf409...] [e635815b...] role=agent type=turn Sure! I found round-trip flights departing Friday \n", - " [154bf409...] [c8dc5c13...] role=user type=turn Something near Pike Place Market would be great. K\n", - " [0fcdecee...] [ddc8b396...] role=user type=turn Can you recommend some good restaurants in New Yor\n", - " [0fcdecee...] [c2f5d5a5...] role=agent type=turn Absolutely! NYC has incredible dining options. For\n", - " [0fcdecee...] [f03aa200...] role=user type=turn I love Italian food. Are there any options that ar\n", - " [0fcdecee...] [cba4eb09...] role=agent type=turn For budget-friendly Italian in NYC, check out L'in\n", - " [3283e3ce...] [ep_420f4...] role=system type=episodic The user was planning a weekend trip to Seattle an\n", - " [30b8b16c...] [913e5379...] role=user type=turn Change feed test message 1: Tell me about vector d\n", - " [30b8b16c...] [e5e45fef...] role=user type=turn Change feed test message 2: Tell me about vector d\n", - " [30b8b16c...] [08dddc67...] role=user type=turn Change feed test message 3: Tell me about vector d\n", - " [t1...] [2af2a94e...] role=agent type=turn Agent response\n", - " [78ada42c...] [d288134a...] role=user type=turn Hi! I'm planning a trip to Tokyo next month.\n", - " [78ada42c...] [26821e00...] role=agent type=turn That sounds exciting! Tokyo is wonderful in spring\n", - " [78ada42c...] [bd2d2b5e...] role=user type=turn I'd love food recommendations. I'm vegetarian.\n", - " [78ada42c...] [104974d7...] role=agent type=turn Great choice! Try Ain Soph in Shinjuku for plant-b\n", - " [78ada42c...] [22e034f0...] role=user type=turn Also, what's the best way to get around the city?\n", - " [78ada42c...] [caaa7d25...] role=agent type=turn A Suica or Pasmo IC card is the easiest option. It\n", - " [dd0ad3f9...] [039bf606...] role=user type=turn I've been having trouble sleeping lately. Any tips\n", - " [dd0ad3f9...] [81fe48ff...] role=agent type=turn Keep a consistent sleep schedule, avoid screens 1 \n", - " [dd0ad3f9...] [5cb804de...] role=user type=turn Does caffeine really affect sleep that much?\n", - " [dd0ad3f9...] [e5b990ab...] role=agent type=turn Yes — caffeine has a half-life of about 5-6 hours,\n", - " [a402c62b...] [b5efa043...] role=user type=turn Can you remind me of the Tokyo restaurant suggesti\n", - " [a402c62b...] [426026b6...] role=agent type=turn Of course! Last time we discussed Ain Soph in Shin\n", - " [e2e2402e...] [a2ebd8fc...] role=user type=turn I'm planning a trip to Japan next spring. Any sugg\n", - " [e2e2402e...] [d37cf5bf...] role=agent type=turn Spring is a wonderful time to visit Japan! Cherry \n", - " [e2e2402e...] [e3e3d7ce...] role=user type=turn I'd love to see Kyoto and Tokyo. How long should I\n", - " [e2e2402e...] [5eebb35c...] role=agent type=turn 10–14 days lets you spend ~5 days in each city plu\n", - " [e2e2402e...] [summary_...] role=system type=summary The user planned a spring trip to Japan focused on\n", - " [e2e2402e...] [f194f077...] role=user type=turn What about food? I'm a vegetarian.\n", - " [e2e2402e...] [307dc427...] role=agent type=turn Japan has wonderful vegetarian options — try shoji\n", - " [e2e2402e...] [ba7e6fe2...] role=user type=turn Are there any vegetarian restaurants you'd recomme\n", - " [e2e2402e...] [53e01cf6...] role=agent type=turn Shigetsu inside Tenryu-ji temple is famous for its\n", - " [thread-0...] [f4734224...] role=user type=turn Hi! I love Cosmos DB.\n", - " [thread-0...] [d5e42a3c...] role=user type=turn Hi! I love Cosmos DB.\n", - " [thread-0...] [72aadb29...] role=agent type=turn Cosmos DB is fantastic for low-latency global apps\n", - " [thread-0...] [1cc0c040...] role=user type=turn Can it do vector search?\n", - " [thread-0...] [aa7d2515...] role=agent type=turn Yes — DiskANN indexes power semantic search native\n", - " [thread-0...] [5eddb02b...] role=user type=turn Great. What about hierarchical partition keys?\n", - " [thread-0...] [77886873...] role=agent type=turn HPK lets you co-locate related items for efficient\n", - " [thread-0...] [6099050f...] role=system type=fact The user loves Azure Cosmos DB.\n", - " [thread-0...] [b0c0dd47...] role=system type=fact Azure Cosmos DB supports vector search powered by \n", - " [thread-0...] [summary_...] role=system type=summary The conversation consisted of brief exchanges abou\n", - " [thread-0...] [6bb1605b...] role=system type=fact Azure Cosmos DB supports hierarchical partition ke\n", - " [thread-4...] [a38d21e1...] role=user type=turn Hi I love Cosmos\n", - " [thread-4...] [3e7ac221...] role=agent type=turn Cosmos is great\n", - " [thread-4...] [8a13148e...] role=user type=turn vector search?\n", - " [thread-4...] [5dc2cf5b...] role=agent type=turn yes DiskANN\n", - " [thread-4...] [f555f850...] role=user type=turn HPK?\n", - " [thread-4...] [99f7cf33...] role=agent type=turn colocates data\n", - " [thread-4...] [summary_...] role=system type=summary The conversation briefly touched on Microsoft Azur\n", - " [thread-0...] [58d255e2...] role=user type=turn Hi! I love Cosmos DB.\n", - " [thread-0...] [0349d4e5...] role=agent type=turn Cosmos DB is fantastic for low-latency global apps\n", - " [thread-0...] [13a6491b...] role=user type=turn Can it do vector search?\n", - " [thread-0...] [efea8437...] role=agent type=turn Yes — DiskANN indexes power semantic search native\n", - " [thread-0...] [8ce337ef...] role=user type=turn Great. What about hierarchical partition keys?\n", - " [thread-0...] [3bec5407...] role=agent type=turn HPK lets you co-locate related items for efficient\n", - " [thread-9...] [bc800311...] role=user type=turn I'm planning a hiking trip to Olympic National Par\n", - " [__user_s...] [user_sum...] role=system type=user_summary The user lives in Seattle, WA.; The user is allerg\n", - " [thread-0...] [aa91e94e...] role=user type=turn Hi! I love Cosmos DB.\n", - " [thread-0...] [3cb84a20...] role=agent type=turn Cosmos DB is fantastic for low-latency global apps\n", - " [thread-0...] [02c03996...] role=user type=turn Can it do vector search?\n", - " [thread-0...] [57ea857b...] role=agent type=turn Yes — DiskANN indexes power semantic search native\n", - " [thread-0...] [9055c362...] role=user type=turn Great. What about hierarchical partition keys?\n", - " [thread-0...] [0f628302...] role=agent type=turn HPK lets you co-locate related items for efficient\n", - " [thread-0...] [793a5ee5...] role=user type=turn Hi! I love Cosmos DB.\n", - " [thread-0...] [06666f17...] role=agent type=turn Cosmos DB is fantastic for low-latency global apps\n", - " [thread-0...] [d208eeea...] role=user type=turn Can it do vector search?\n", - " [thread-0...] [548dd8a9...] role=agent type=turn Yes — DiskANN indexes power semantic search native\n", - " [thread-0...] [978dcff8...] role=user type=turn Great. What about hierarchical partition keys?\n", - " [thread-0...] [bd139b4f...] role=agent type=turn HPK lets you co-locate related items for efficient\n", - " [thread-2...] [79fca8cc...] role=user type=turn I'm planning a hiking trip to Olympic National Par\n", - " [thread-2...] [02c7e958...] role=agent type=turn Great choice! Hoh Rainforest and Hurricane Ridge a\n", - " [thread-2...] [89959614...] role=user type=turn I'd like to camp 2 nights. Any permit guidance?\n", - " [thread-2...] [6def8d60...] role=agent type=turn You'll need a wilderness permit from recreation.go\n", - " [thread-2...] [8b910b34...] role=user type=turn Thanks — also, I'm vegetarian, please remember tha\n", - " [thread-2...] [summary_...] role=system type=summary The user discussed planning a hiking and camping t\n", - " [thread-2...] [fact_0c0...] role=system type=fact The user is planning a hiking trip to Olympic Nati\n", - " [thread-2...] [fact_206...] role=system type=fact The user plans to camp for two nights during the O\n", - " [thread-2...] [fact_b39...] role=system type=fact The user follows a vegetarian diet.\n", - " [test-thr...] [3c31c8da...] role=user type=turn Test message 214ecc\n", - " [test-thr...] [9380bb97...] role=user type=turn Test message 6e6446\n", - " [test-thr...] [1944068a...] role=user type=turn Test message 0eff02\n", - " [test-thr...] [summary_...] role=system type=summary The user sent three short test messages containing\n", - " [e9cdb066...] [fact_ade...] role=system type=fact The user lives in Seattle.\n", - " [e9cdb066...] [fact_716...] role=system type=fact The user works at Microsoft as a software engineer\n", - " [e9cdb066...] [fact_cfe...] role=system type=fact The user prefers Python over JavaScript for backen\n", - " [__proced...] [proc_6a4...] role=system type=procedural When asked about deployment, always check the reso\n", - " [e9cdb066...] [ep_4a734...] role=system type=episodic The user traveled to Japan during cherry blossom s\n", - " [5672dff1...] [summary_...] role=system type=summary The user shared details about their daily running \n", - " [f28bdc49...] [summary_...] role=system type=summary The user shared their enthusiasm for Italian cooki\n", - " [5672dff1...] [fact_8da...] role=system type=fact The user goes running every morning before work, c\n", - " [f28bdc49...] [fact_512...] role=system type=fact The user loves Italian cooking, especially pasta.\n", - " [f28bdc49...] [fact_661...] role=system type=fact The user makes homemade fettuccine every weekend.\n", - " [test-thr...] [e8afd5dd...] role=user type=turn Test message ac3aa2\n", - " [test-thr...] [ecce99ca...] role=user type=turn Test message 15ec87\n", - " [test-thr...] [a43a8567...] role=user type=turn Test message fca3a8\n", - " [test-thr...] [summary_...] role=system type=summary The user sent three separate test messages contain\n", - " [test-thr...] [94c5afad...] role=user type=turn Test message e4a27e\n", - " [test-thr...] [476a9588...] role=user type=turn Test message 330890\n", - " [test-thr...] [4bdf8f28...] role=user type=turn Test message 506cf6\n", - " [test-thr...] [summary_...] role=system type=summary The conversation consisted of three standalone tes\n", - " [5622a10b...] [fact_cb8...] role=system type=fact The user lives in Seattle.\n", - " [5622a10b...] [fact_493...] role=system type=fact The user works at Microsoft as a software engineer\n", - " [5622a10b...] [fact_a13...] role=system type=fact The user prefers Python over JavaScript for backen\n", - " [__proced...] [proc_1f4...] role=system type=procedural When discussing deployment, always check the resou\n", - " [5622a10b...] [ep_0d448...] role=system type=episodic The user traveled to Japan during cherry blossom s\n", - " [c90da0a1...] [summary_...] role=system type=summary The conversation was a brief exchange about the us\n", - " [c90da0a1...] [fact_e6a...] role=system type=fact The user loves Italian cooking, especially pasta.\n", - " [c90da0a1...] [fact_d86...] role=system type=fact The user makes homemade fettuccine every weekend.\n", - " [thread-0...] [3771c68f...] role=user type=turn Hi! I love Cosmos DB.\n", - " [thread-0...] [b8db28d6...] role=agent type=turn Cosmos DB is fantastic for low-latency global apps\n", - " [thread-0...] [8f280507...] role=user type=turn Can it do vector search?\n", - " [thread-0...] [cbf0f0be...] role=agent type=turn Yes — DiskANN indexes power semantic search native\n", - " [thread-0...] [7bc1a0bd...] role=user type=turn Great. What about hierarchical partition keys?\n", - " [thread-0...] [771971c9...] role=agent type=turn HPK lets you co-locate related items for efficient\n", - " [thread-0...] [638e47a9...] role=user type=turn Hi! I love Cosmos DB.\n", - " [thread-0...] [80f6b374...] role=agent type=turn Cosmos DB is fantastic for low-latency global apps\n", - " [thread-0...] [7207f7da...] role=user type=turn Can it do vector search?\n", - " [thread-0...] [c5c544d6...] role=agent type=turn Yes — DiskANN indexes power semantic search native\n", - " [thread-0...] [ec28abb0...] role=user type=turn Great. What about hierarchical partition keys?\n", - " [thread-0...] [2c69aa14...] role=agent type=turn HPK lets you co-locate related items for efficient\n", - " [test-thr...] [eb09e3b8...] role=user type=turn Test message c67925\n", - " [test-thr...] [390f2924...] role=user type=turn Test message 5c0bc7\n", - " [test-thr...] [9c356b00...] role=user type=turn Test message 075f33\n", - " [test-thr...] [summary_...] role=system type=summary The user sent three separate test messages contain\n", - " [c60acfe1...] [fact_9eb...] role=system type=fact The user lives in Seattle.\n", - " [c60acfe1...] [fact_a13...] role=system type=fact The user works at Microsoft as a software engineer\n", - " [c60acfe1...] [fact_6e6...] role=system type=fact The user prefers Python over JavaScript for backen\n", - " [__proced...] [proc_699...] role=system type=procedural When discussing deployment, always check the resou\n", - " [c60acfe1...] [ep_a1e72...] role=system type=episodic The user traveled to Japan during cherry blossom s\n", - " [08a365ae...] [fact_d32...] role=system type=fact The user makes homemade fettuccine every weekend.\n", - " [08a365ae...] [summary_...] role=system type=summary The user shared their enthusiasm for Italian cooki\n", - " [4d28c3df...] [fact_b23...] role=system type=fact The user runs approximately 5 kilometres each day.\n", - " [4d28c3df...] [summary_...] role=system type=summary The conversation was about the user’s daily runnin\n", - " [test-thr...] [3cb4cee8...] role=user type=turn Test message 396b1a\n", - " [test-thr...] [ee9ba6ab...] role=user type=turn Test message ce1cff\n", - " [test-thr...] [0c4ad50f...] role=user type=turn Test message 35de30\n", - " [test-thr...] [summary_...] role=system type=summary The conversation consisted of three short test mes\n", - " [6a0c8737...] [fact_318...] role=system type=fact The user lives in Seattle.\n", - " [6a0c8737...] [fact_c00...] role=system type=fact The user works at Microsoft as a software engineer\n", - " [6a0c8737...] [fact_234...] role=system type=fact The user prefers Python over JavaScript for backen\n", - " [__proced...] [proc_1f2...] role=system type=procedural When asked about deployment, always check the reso\n", - " [6a0c8737...] [ep_b5220...] role=system type=episodic The user traveled to Japan during cherry blossom s\n", - " [a8ea2e65...] [fact_7b9...] role=system type=fact The user goes running every morning before work, t\n", - " [8216c24f...] [fact_31f...] role=system type=fact The user enjoys Italian cooking, especially pasta \n", - " [8216c24f...] [fact_7ba...] role=system type=fact The user makes homemade fettuccine every weekend.\n", - " [cc830eaa...] [fact_7d5...] role=system type=fact The user has a golden retriever named Buddy.\n", - " [cc830eaa...] [fact_b66...] role=system type=fact Buddy is 3 years old.\n", - " [cc830eaa...] [fact_8b1...] role=system type=fact Buddy loves playing fetch at the park.\n", - " [thread-0...] [f4d39b04...] role=user type=turn Hi! I love Cosmos DB.\n", - " [thread-0...] [b9161808...] role=agent type=turn Cosmos DB is fantastic for low-latency global apps\n", - " [thread-0...] [c3a74683...] role=user type=turn Can it do vector search?\n", - " [thread-0...] [a27126d6...] role=agent type=turn Yes — DiskANN indexes power semantic search native\n", - " [thread-0...] [91c3e7dc...] role=user type=turn Great. What about hierarchical partition keys?\n", - " [thread-0...] [98e2d8de...] role=agent type=turn HPK lets you co-locate related items for efficient\n", - " [thread-0...] [cd0271bc...] role=user type=turn Hi! I love Cosmos DB.\n", - " [thread-0...] [805cf355...] role=agent type=turn Cosmos DB is fantastic for low-latency global apps\n", - " [thread-0...] [826c773c...] role=user type=turn Can it do vector search?\n", - " [thread-0...] [7c3af0fe...] role=agent type=turn Yes — DiskANN indexes power semantic search native\n", - " [thread-0...] [012f758c...] role=user type=turn Great. What about hierarchical partition keys?\n", - " [thread-0...] [72cdd403...] role=agent type=turn HPK lets you co-locate related items for efficient\n", - " [thread-b...] [9b72c25d...] role=user type=turn I'm planning a hiking trip to Olympic National Par\n", - " [thread-b...] [30296030...] role=agent type=turn Great choice! Hoh Rainforest and Hurricane Ridge a\n", - " [thread-b...] [efabc25b...] role=user type=turn I'd like to camp 2 nights. Any permit guidance?\n", - " [thread-b...] [a64b3ad1...] role=agent type=turn You'll need a wilderness permit from recreation.go\n", - " [thread-b...] [105b6260...] role=user type=turn Thanks — also, I'm vegetarian, please remember tha\n", - " [thread-b...] [summary_...] role=system type=summary The user discussed planning a hiking trip to Olymp\n", - " [t1...] [b7bbcd71...] role=user type=turn Hello from quickstart!\n", - " [t1...] [8422cbfd...] role=agent type=turn Agent response\n", - " [d0421430...] [5cb583cf...] role=user type=turn I live in Seattle and work at Microsoft as a softw\n", - " [d0421430...] [47eae793...] role=agent type=turn Got it! You're based in Seattle working at Microso\n", - " [d0421430...] [7ae79706...] role=user type=turn My favourite programming language is Python and I'\n", - " [d0421430...] [13017c8c...] role=agent type=turn 8 years of Python experience is impressive!\n", - " [d0421430...] [76abf10b...] role=user type=turn I'm currently working on a project involving large\n", - " [d0421430...] [22d94ba6...] role=agent type=turn That's a great area! LLMs combined with RAG can un\n", - " [d0421430...] [5b337ad5...] role=user type=turn Last spring I went hiking on Mount Rainier with my\n", - " [d0421430...] [b019f3b9...] role=user type=turn When debugging an LLM, always check the prompt fir\n", - " [d0421430...] [fact_ab2...] role=system type=fact The user lives in Seattle.\n", - " [d0421430...] [fact_f60...] role=system type=fact The user works at Microsoft as a software engineer\n", - " [d0421430...] [fact_0f6...] role=system type=fact The user's favourite programming language is Pytho\n", - " [d0421430...] [fact_83f...] role=system type=fact The user has 8 years of experience using Python.\n", - " [d0421430...] [fact_606...] role=system type=fact The user is currently working on a project involvi\n", - " [__proced...] [proc_1d3...] role=system type=procedural When debugging a large language model, always chec\n", - " [d0421430...] [ep_c4c50...] role=system type=episodic Last spring, the user went hiking on Mount Rainier\n", - " [dd381d0c...] [8a755754...] role=user type=turn I'm planning a trip to Japan next spring. Any sugg\n", - " [dd381d0c...] [8f58418d...] role=agent type=turn Spring is a wonderful time to visit Japan! Cherry \n", - " [dd381d0c...] [59506060...] role=user type=turn I'd love to see Kyoto and Tokyo. How long should I\n", - " [dd381d0c...] [d7e35289...] role=agent type=turn 10–14 days lets you spend ~5 days in each city plu\n", - " [d0421430...] [summary_...] role=system type=summary The user shared personal and professional backgrou\n", - " [d0421430...] [fact_58d...] role=system type=fact The user's favorite programming language is Python\n", - " [d0421430...] [fact_9de...] role=system type=fact The user is currently working on a project involvi\n", - " [d0421430...] [ep_918b6...] role=system type=episodic Last spring, the user went hiking on Mount Rainier\n", - " [dd381d0c...] [summary_...] role=system type=summary The user planned a spring trip to Japan focused on\n", - " [dd381d0c...] [50dd67ed...] role=user type=turn What about food? I'm a vegetarian.\n", - " [dd381d0c...] [46fda2e6...] role=agent type=turn Japan has wonderful vegetarian options — try shoji\n", - " [dd381d0c...] [747e073c...] role=user type=turn Are there any vegetarian restaurants you'd recomme\n", - " [dd381d0c...] [de105f27...] role=agent type=turn Shigetsu inside Tenryu-ji temple is famous for its\n", - " [dd381d0c...] [fact_982...] role=system type=fact The user is planning a trip to Japan next spring.\n", - " [dd381d0c...] [fact_cd7...] role=system type=fact The user wants to visit Kyoto and Tokyo during the\n", - " [dd381d0c...] [fact_555...] role=system type=fact The user follows a vegetarian diet.\n", - " [1a5388ca...] [553b498c...] role=user type=turn What's a good pasta recipe for a weeknight dinner?\n", - " [1a5388ca...] [f64a1f54...] role=agent type=turn Try aglio e olio — pasta, garlic, olive oil, chill\n", - " [1a5388ca...] [fa9e29e3...] role=user type=turn Sounds great. I love simple Italian food, especial\n", - " [1a5388ca...] [efb3613c...] role=agent type=turn Italian cuisine emphasises quality ingredients pre\n", - " [1a5388ca...] [fact_aa1...] role=system type=fact The user prefers simple Italian food made with fre\n", - " [1a5388ca...] [fact_088...] role=system type=fact The user loves simple Italian food, especially dis\n", - " [1a5388ca...] [summary_...] role=system type=summary The user asked for a good weeknight pasta recipe a\n", - " [462c0b89...] [5148d545...] role=user type=turn I want to visit Italy next year — Rome, Florence, \n", - " [462c0b89...] [4e8648c0...] role=agent type=turn Great itinerary! Tuscany is amazing in autumn — wi\n", - " [462c0b89...] [aedd2520...] role=user type=turn Perfect — I love wine, especially Chianti and Brun\n", - " [462c0b89...] [1fe994b2...] role=agent type=turn Brunello di Montalcino producers offer wonderful c\n", - " [462c0b89...] [fact_82d...] role=system type=fact The user plans to visit Italy next year, including\n", - " [462c0b89...] [fact_bf6...] role=system type=fact The user loves wine, especially Chianti and Brunel\n", - " [462c0b89...] [summary_...] role=system type=summary The user discussed plans to visit Italy next year,\n", - " [82849ac6...] [56c4c3c3...] role=user type=turn What's the best way to deploy a Python FastAPI app\n", - " [82849ac6...] [24cf1624...] role=agent type=turn Azure Container Apps is a great fit for FastAPI.\n", - " [82849ac6...] [99893621...] role=user type=turn Cool. I'm a Python engineer building AI tooling.\n", - " [82849ac6...] [7ea3e0ac...] role=agent type=turn Azure has excellent AI services — AI Foundry, AI S\n", - " [82849ac6...] [fact_dad...] role=system type=fact The user is a Python engineer building AI tooling.\n", - " [__user_s...] [user_sum...] role=system type=user_summary The user is a Python engineer.; The user is buildi\n", - " [82849ac6...] [summary_...] role=system type=summary The user asked about the best way to deploy a Pyth\n", - " [de98eb46...] [summary_...] role=system type=summary The user discussed building a hybrid recommendatio\n", - " [de98eb46...] [fact_5e8...] role=system type=fact The user is building a recommendation engine for a\n", - " [de98eb46...] [fact_c9e...] role=system type=fact The user chose a hybrid recommendation approach us\n", - " [de98eb46...] [fact_f77...] role=system type=fact The user prefers Python and plans to use FastAPI f\n", - " [de98eb46...] [ep_3a65f...] role=system type=episodic Last quarter, the user implemented a recommendatio\n", - " [de98eb46...] [fact_3a9...] role=system type=fact The user plans to implement a hybrid recommendatio\n", - " [de98eb46...] [fact_9d1...] role=system type=fact The user intends to use embeddings on book descrip\n", - " [e9d75005...] [c3b41618...] role=user type=turn I love hiking in the Pacific Northwest\n", - " [e9d75005...] [831c50e2...] role=agent type=turn The PNW has amazing trails like the Wonderland Tra\n", - " [de98eb46...] [fact_a37...] role=system type=fact The user prefers Python for development.\n", - " [de98eb46...] [fact_15f...] role=system type=fact The user wants to use FastAPI for the API layer of\n", - " [de98eb46...] [ep_53f68...] role=system type=episodic Last quarter, the user implemented a similar recom\n", - " [e9d75005...] [88803076...] role=user type=fact My favorite food is sushi, especially salmon nigir\n", - " [e9d75005...] [820486f6...] role=user type=turn I usually run 5 miles every morning before work\n", - " [e9d75005...] [3e754348...] role=agent type=turn Running is a great way to stay fit! Do you prefer \n", - " [e9d75005...] [d983c7e3...] role=user type=fact I work as a software engineer at a startup in Seat\n", - " [e9d75005...] [a001039f...] role=user type=fact My preferred programming language is Python\n", - " [e9d75005...] [2d8ad427...] role=agent type=turn Python is very popular for AI/ML workloads. What f\n", - " [75d8811b...] [b6b19602...] role=user type=turn Hi! I'm planning a trip to Tokyo next month.\n", - " [75d8811b...] [f792c4e7...] role=agent type=turn That sounds exciting! Tokyo is wonderful in spring\n", - " [75d8811b...] [17ccb199...] role=user type=turn I'd love food recommendations. I'm vegetarian.\n", - " [75d8811b...] [8a41f22a...] role=agent type=turn Great choice! Try Ain Soph in Shinjuku for plant-b\n", - " [75d8811b...] [532d93ee...] role=user type=turn Also, what's the best way to get around the city?\n", - " [75d8811b...] [20f5c5de...] role=agent type=turn A Suica or Pasmo IC card is the easiest option. It\n", - " [e8f0a465...] [a630e370...] role=user type=turn I've been having trouble sleeping lately. Any tips\n", - " [e8f0a465...] [efcc37f1...] role=agent type=turn Keep a consistent sleep schedule, avoid screens 1 \n", - " [e8f0a465...] [bcd60808...] role=user type=turn Does caffeine really affect sleep that much?\n", - " [e8f0a465...] [d1569024...] role=agent type=turn Yes — caffeine has a half-life of about 5-6 hours,\n", - " [e9d75005...] [summary_...] role=system type=summary The user shared personal background information in\n", - " [45853aeb...] [1cf925ed...] role=user type=turn Can you remind me of the Tokyo restaurant suggesti\n", - " [45853aeb...] [2094ee58...] role=agent type=turn Of course! Last time we discussed Ain Soph in Shin\n", - " [e9d75005...] [fact_fb7...] role=system type=fact The user loves hiking in the Pacific Northwest.\n", - " [e9d75005...] [fact_6ee...] role=system type=fact The user usually runs 5 miles every morning before\n", - " [ticket-9...] [ed75dc84...] role=user type=turn Hi, I'm having issues with my Surface Pro 9. The b\n", - " [ticket-9...] [6743a768...] role=agent type=turn I'm sorry to hear that. Could you share when you b\n", - " [ticket-9...] [090753e4...] role=user type=turn I bought it in March 2024 from the Microsoft Store\n", - " [ticket-9...] [5cf00dc0...] role=agent type=turn Thanks. I'll check warranty status. Could you also\n", - " [ticket-9...] [4fba41de...] role=user type=turn It's alex.chen@example.com. The order number was M\n", - " [ticket-9...] [3aec4d8c...] role=agent type=turn Verified — the device is under warranty. I've init\n", - " [ticket-9...] [3f14a39f...] role=user type=turn OK, will do. By the way, I work as a software engi\n", - " [e8f0a465...] [summary_...] role=system type=summary The user asked for help with recent sleep difficul\n", - " [75d8811b...] [fact_74b...] role=system type=fact The user is planning a trip to Tokyo next month.\n", - " [75d8811b...] [fact_858...] role=system type=fact The user follows a vegetarian diet.\n", - " [e8f0a465...] [fact_e49...] role=system type=fact The user has been having trouble sleeping lately.\n", - " [75d8811b...] [summary_...] role=system type=summary The user discussed plans for a trip to Tokyo next \n", - " [__user_s...] [user_sum...] role=system type=user_summary The user is planning a trip to Tokyo next month (m\n", - " [ticket-9...] [summary_...] role=system type=summary The user reported that their Surface Pro 9 battery\n", - " [ticket-9...] [fact_5d4...] role=system type=fact The user owns a Surface Pro 9 with a battery that \n", - " [ticket-9...] [fact_d40...] role=system type=fact The user purchased the Surface Pro 9 in March 2024\n", - " [ticket-9...] [fact_dfd...] role=system type=fact The user's email address is alex.chen@example.com.\n", - " [ticket-9...] [fact_d88...] role=system type=fact The order number for the Surface Pro 9 purchase is\n", - " [ticket-9...] [fact_b5d...] role=system type=fact The user's Surface Pro 9 is currently under warran\n", - " [ticket-9...] [fact_d3e...] role=system type=fact The user works as a software engineer and relies o\n", - " [ticket-9...] [fact_b88...] role=system type=fact The user agreed to run the Surface app diagnostic \n", - " [ticket-9...] [fact_772...] role=system type=fact The contact email associated with the Surface Pro \n", - " [ticket-9...] [fact_4e4...] role=system type=fact The user owns a Surface Pro 9 that currently exper\n", - " [ticket-9...] [fact_ac3...] role=system type=fact The order number for the user's Surface Pro 9 purc\n", - " [ticket-f...] [e1f26087...] role=user type=turn Hello again — Alex from the previous battery ticke\n", - " [ticket-f...] [5d5a3234...] role=agent type=turn Welcome back, Alex! Yes, that confirms the diagnos\n", - " [ticket-f...] [65e5092f...] role=user type=turn Great. While we're talking, can you recommend a US\n", - " [ticket-f...] [e2aff8e0...] role=agent type=turn The Surface Dock 2 or the Anker 778 are excellent \n", - " [ticket-f...] [28bd61e6...] role=user type=turn Multi-monitor is exactly what I need — I run 3 dis\n", - " [ticket-f...] [summary_...] role=system type=summary Alex reported a degraded battery on a Surface Pro \n", - " [ticket-f...] [fact_165...] role=system type=fact The Surface app diagnostic reported that the user'\n", - " [ticket-f...] [fact_9cf...] role=system type=fact A replacement battery service unit will be shipped\n", - " [ticket-f...] [fact_343...] role=system type=fact The user requires a USB-C dock compatible with the\n", - " [__user_s...] [user_sum...] role=system type=user_summary The user's name is Alex Chen.; The user's email ad\n", - " [ticket-f...] [fact_d81...] role=system type=fact The Surface app diagnostic reports that the user's\n", - " [ticket-f...] [fact_6ba...] role=system type=fact The user needs a USB-C dock compatible with the Su\n", - " [ticket-f...] [fact_8af...] role=system type=fact The user runs three displays for development work.\n", - " [ticket-f...] [ep_802fc...] role=system type=episodic The user's Surface Pro 9 was experiencing rapid ba\n", - " [ticket-b...] [4fea4556...] role=user type=turn Hi, I have a quick question about my Microsoft 365\n", - " [ticket-b...] [c8451dd2...] role=agent type=turn Welcome back, Alex! Happy to help with your Micros\n", - " [84350066...] [fbf439c3...] role=user type=turn Compare the environmental impact of electric vehic\n", - " [84350066...] [cc6e41cf...] role=agent type=turn PLAN:\n", - " 1. Research manufacturing impact (battery \n", - " [84350066...] [c8a01395...] role=agent type=turn FINDING 1 — Manufacturing: EV battery production e\n", - " [84350066...] [9a5c4e1d...] role=agent type=turn FINDING 2 — Energy source: EVs charged on renewabl\n", - " [84350066...] [6b1206fd...] role=agent type=turn FINDING 3 — End-of-life: Li-ion battery recycling \n", - " [84350066...] [25903ff0...] role=agent type=turn RECOMMENDATION: For urban fleets, battery-electric\n", - " [thread-e...] [666e8ef8...] role=system type=fact User prefers Python over Java for backend work\n", - " [thread-e...] [dcecaffb...] role=system type=fact User is allergic to peanuts\n", - " [thread-e...] [e26acf75...] role=system type=fact User lives in Seattle, WA\n", - " [thread-e...] [7f5e185b...] role=system type=episodic Last Friday the user shipped a Cosmos-backed searc\n", - " [thread-e...] [0bee2a1f...] role=system type=episodic User attended PyCon 2024 in Pittsburgh\n", - " [thread-e...] [fb81b994...] role=system type=procedural When the user says 'deploy', run `azd up` and tail\n", - " [thread-e...] [ad19e9c8...] role=system type=procedural Always confirm before purging Cosmos containers\n", - " [84350066...] [summary_...] role=system type=summary The conversation analyzed the environmental impact\n", - " [4c99b9ba...] [c1dffbb4...] role=user type=turn What's the weather like in Seattle this weekend?\n", - " [4c99b9ba...] [d1d42c19...] role=agent type=turn This weekend Seattle will be around 55°F with part\n", - " [4c99b9ba...] [6587d05b...] role=agent type=turn Sure! I found round-trip flights departing Friday \n", - " [4c99b9ba...] [477bfcf3...] role=user type=turn Something near Pike Place Market would be great. K\n", - " [4c99b9ba...] [f133d14c...] role=agent type=turn I found a round-trip on Alaska Airlines for $275 a\n", - " [73810c6b...] [6a262048...] role=user type=turn Can you recommend some good restaurants in New Yor\n", - " [73810c6b...] [4a24bc5a...] role=agent type=turn Absolutely! NYC has incredible dining options. For\n", - " [73810c6b...] [752b35cc...] role=user type=turn I love Italian food. Are there any options that ar\n", - " [73810c6b...] [6037ae5b...] role=agent type=turn For budget-friendly Italian in NYC, check out L'in\n", - " [73810c6b...] [fact_8c6...] role=system type=fact The user loves Italian food.\n", - " [73810c6b...] [summary_...] role=system type=summary The user asked for restaurant recommendations in N\n", - " [4c99b9ba...] [summary_...] role=system type=summary The user inquired about the weather in Seattle for\n", - " [2b2d0c38...] [995608e2...] role=user type=turn Change feed test message 1: Tell me about vector d\n", - " [2b2d0c38...] [c9765c5e...] role=user type=turn Change feed test message 2: Tell me about vector d\n", - " [2b2d0c38...] [00e02473...] role=user type=turn Change feed test message 3: Tell me about vector d\n", - " [2b2d0c38...] [summary_...] role=system type=summary The user sent three consecutive test messages aski\n", - " [34249f73...] [eb3f86b6...] role=agent type=turn I found a round-trip on Alaska Airlines for $275 a\n", - " [34249f73...] [81d468be...] role=agent type=turn This weekend Seattle will be around 55°F with part\n", - " [34249f73...] [d9fd8db5...] role=user type=turn What's the weather like in Seattle this weekend?\n", - " [34249f73...] [c00391d0...] role=user type=turn Something near Pike Place Market would be great. K\n", - " [34249f73...] [71a3704f...] role=agent type=turn Sure! I found round-trip flights departing Friday \n", - " [eb1efd30...] [29e6e76e...] role=user type=turn Can you recommend some good restaurants in New Yor\n", - " [eb1efd30...] [d943c1a2...] role=agent type=turn Absolutely! NYC has incredible dining options. For\n", - " [eb1efd30...] [a7cb61d7...] role=user type=turn I love Italian food. Are there any options that ar\n", - " [eb1efd30...] [fbf6a5a9...] role=agent type=turn For budget-friendly Italian in NYC, check out L'in\n", - " [eb1efd30...] [summary_...] role=system type=summary The user asked for restaurant recommendations in N\n", - " [34249f73...] [summary_...] role=system type=summary The user inquired about the weather in Seattle for\n", - " [3283e3ce...] [ep_e85c2...] role=system type=episodic The user was planning a weekend trip to Seattle an\n", - " [a55e80a2...] [91c849c4...] role=user type=turn Change feed test message 1: Tell me about vector d\n", - " [a55e80a2...] [1c317519...] role=user type=turn Change feed test message 2: Tell me about vector d\n", - " [a55e80a2...] [e8aef776...] role=user type=turn Change feed test message 3: Tell me about vector d\n", - " [a55e80a2...] [summary_...] role=system type=summary The user sent three consecutive messages requestin\n", - " [ae1eb483...] [3241461e...] role=user type=turn Can you recommend some good restaurants in New Yor\n", - " [ae1eb483...] [a2d755ba...] role=agent type=turn Absolutely! NYC has incredible dining options. For\n", - " [ae1eb483...] [3fee9eaa...] role=user type=turn I love Italian food. Are there any options that ar\n", - " [ae1eb483...] [1eabf113...] role=agent type=turn For budget-friendly Italian in NYC, check out L'in\n", - " [__user_s...] [user_sum...] role=system type=user_summary {\n", - " \"key_facts\": [],\n", - " \"personal_preferences\": [\n", - " \n", - " [ae1eb483...] [summary_...] role=system type=summary The user asked for restaurant recommendations in N\n", - " [3283e3ce...] [ep_3c6fb...] role=system type=episodic The user planned a weekend trip to Seattle and req\n", - " [da6adb20...] [fact_e99...] role=system type=fact The user took a trip to Japan during cherry blosso\n", - " [__proced...] [proc_d2c...] role=system type=procedural When discussing deployment, always check the resou\n", - " [05c82d43...] [summary_...] role=system type=summary The conversation was about the user’s interest in \n", - " [05c82d43...] [fact_5b6...] role=system type=fact The user loves Italian cooking, especially pasta.\n", - " [05c82d43...] [fact_9bf...] role=system type=fact The user makes homemade fettuccine every weekend.\n", - " [f34d2765...] [summary_...] role=system type=summary The conversation was about the user’s daily runnin\n", - " [f34d2765...] [fact_cee...] role=system type=fact The user runs approximately 5 kilometres each day.\n", - " [151e417e...] [667d1b16...] role=user type=turn What's the weather like in Seattle this weekend?\n", - " [151e417e...] [00f1ec4f...] role=agent type=turn This weekend Seattle will be around 55°F with part\n", - " [151e417e...] [a49ad927...] role=agent type=turn Sure! I found round-trip flights departing Friday \n", - " [151e417e...] [a5a39119...] role=user type=turn Something near Pike Place Market would be great. K\n", - " [151e417e...] [374d57e5...] role=agent type=turn I found a round-trip on Alaska Airlines for $275 a\n", - " [75b607c1...] [f2156f30...] role=user type=turn Can you recommend some good restaurants in New Yor\n", - " [75b607c1...] [18d7b346...] role=agent type=turn Absolutely! NYC has incredible dining options. For\n", - " [75b607c1...] [f5ec5d91...] role=user type=turn I love Italian food. Are there any options that ar\n", - " [75b607c1...] [22c624a7...] role=agent type=turn For budget-friendly Italian in NYC, check out L'in\n", - " [75b607c1...] [summary_...] role=system type=summary The user asked for restaurant recommendations in N\n", - " [151e417e...] [summary_...] role=system type=summary The user inquired about the weather in Seattle for\n", - " [b09413cf...] [ff54043b...] role=user type=turn Change feed test message 1: Tell me about vector d\n", - " [b09413cf...] [b97e629e...] role=user type=turn Change feed test message 2: Tell me about vector d\n", - " [b09413cf...] [d99569a7...] role=user type=turn Change feed test message 3: Tell me about vector d\n", - " [b09413cf...] [summary_...] role=system type=summary The user submitted three consecutive test messages\n", - " [18ec5623...] [48c350cb...] role=user type=turn What's the weather like in Seattle this weekend?\n", - " [18ec5623...] [20ddefe7...] role=agent type=turn This weekend Seattle will be around 55°F with part\n", - " [18ec5623...] [17a3e670...] role=agent type=turn I found a round-trip on Alaska Airlines for $275 a\n", - " [18ec5623...] [963a36a6...] role=user type=turn Something near Pike Place Market would be great. K\n", - " [18ec5623...] [d53dad25...] role=agent type=turn Sure! I found round-trip flights departing Friday \n", - " [6514d03a...] [a6a9534e...] role=user type=turn Can you recommend some good restaurants in New Yor\n", - " [6514d03a...] [2fbee9d5...] role=agent type=turn Absolutely! NYC has incredible dining options. For\n", - " [6514d03a...] [6d1d2965...] role=user type=turn I love Italian food. Are there any options that ar\n", - " [6514d03a...] [08f3076a...] role=agent type=turn For budget-friendly Italian in NYC, check out L'in\n", - " [6514d03a...] [summary_...] role=system type=summary The user asked for restaurant recommendations in N\n", - " [18ec5623...] [summary_...] role=system type=summary The user inquired about a weekend trip to Seattle,\n", - " [8c19d9fd...] [44bd3992...] role=user type=turn Change feed test message 1: Tell me about vector d\n", - " [8c19d9fd...] [5bf99e0c...] role=user type=turn Change feed test message 2: Tell me about vector d\n", - " [8c19d9fd...] [72485888...] role=user type=turn Change feed test message 3: Tell me about vector d\n", - " [8c19d9fd...] [summary_...] role=system type=summary The user posted three consecutive test messages as\n", - " [thread-0...] [2b72e0ee...] role=user type=turn Hi! I love Cosmos DB.\n", - " [thread-0...] [1f6ffd63...] role=agent type=turn Cosmos DB is fantastic for low-latency global apps\n", - " [thread-0...] [95ed7676...] role=user type=turn Can it do vector search?\n", - " [thread-0...] [3a203195...] role=agent type=turn Yes — DiskANN indexes power semantic search native\n", - " [thread-0...] [3f725325...] role=user type=turn Great. What about hierarchical partition keys?\n", - " [thread-0...] [a92f4b54...] role=agent type=turn HPK lets you co-locate related items for efficient\n", - " [thread-0...] [9f3e86e1...] role=user type=turn Hi! I love Cosmos DB.\n", - " [thread-0...] [6370552e...] role=agent type=turn Cosmos DB is fantastic for low-latency global apps\n", - " [thread-0...] [97b7e174...] role=user type=turn Can it do vector search?\n", - " [thread-0...] [e38ecbee...] role=agent type=turn Yes — DiskANN indexes power semantic search native\n", - " [thread-0...] [70962375...] role=user type=turn Great. What about hierarchical partition keys?\n", - " [thread-0...] [72ddcc06...] role=agent type=turn HPK lets you co-locate related items for efficient\n", - " [thread-5...] [609929f8...] role=user type=turn I'm planning a hiking trip to Olympic National Par\n", - " [thread-5...] [c3c713fa...] role=agent type=turn Great choice! Hoh Rainforest and Hurricane Ridge a\n", - " [thread-5...] [39d808cf...] role=user type=turn I'd like to camp 2 nights. Any permit guidance?\n", - " [thread-5...] [c7364e90...] role=agent type=turn You'll need a wilderness permit from recreation.go\n", - " [thread-5...] [f5b81eba...] role=user type=turn Thanks — also, I'm vegetarian, please remember tha\n", - " [thread-3...] [8db09cea...] role=user type=turn I'm planning a hiking trip to Olympic National Par\n", - " [thread-3...] [c527bd97...] role=agent type=turn Great choice! Hoh Rainforest and Hurricane Ridge a\n", - " [thread-3...] [70722057...] role=user type=turn I'd like to camp 2 nights. Any permit guidance?\n", - " [thread-3...] [7371ee6c...] role=agent type=turn You'll need a wilderness permit from recreation.go\n", - " [thread-3...] [c405fc0b...] role=user type=turn Thanks — also, I'm vegetarian, please remember tha\n", - " [thread-0...] [d0e5e3c0...] role=user type=turn Hi! I love Cosmos DB.\n", - " [thread-0...] [95d62050...] role=agent type=turn Cosmos DB is fantastic for low-latency global apps\n", - " [thread-0...] [d5a09f4a...] role=user type=turn Can it do vector search?\n", - " [thread-0...] [be0085d4...] role=agent type=turn Yes — DiskANN indexes power semantic search native\n", - " [thread-0...] [cc7d040a...] role=user type=turn Great. What about hierarchical partition keys?\n", - " [thread-0...] [c09230e7...] role=agent type=turn HPK lets you co-locate related items for efficient\n", - " [thread-c...] [61bff06f...] role=user type=turn I'm planning a hiking trip to Olympic National Par\n", - " [thread-c...] [3582eb74...] role=agent type=turn Great choice! Hoh Rainforest and Hurricane Ridge a\n", - " [thread-c...] [8133e553...] role=user type=turn I'd like to camp 2 nights. Any permit guidance?\n", - " [thread-c...] [598dff39...] role=agent type=turn You'll need a wilderness permit from recreation.go\n", - " [thread-c...] [4bb7b2c4...] role=user type=turn Thanks — also, I'm vegetarian, please remember tha\n", - " [thread-c...] [summary_...] role=system type=summary The user discussed planning a hiking and camping t\n", - " [2dec0199...] [492d9dbb...] role=user type=turn What's the weather like in Seattle this weekend?\n", - " [2dec0199...] [d53348b1...] role=agent type=turn This weekend Seattle will be around 55°F with part\n", - " [2dec0199...] [048b347d...] role=agent type=turn Sure! I found round-trip flights departing Friday \n", - " [2dec0199...] [f170341e...] role=user type=turn Something near Pike Place Market would be great. K\n", - " [2dec0199...] [f3b2e998...] role=agent type=turn I found a round-trip on Alaska Airlines for $275 a\n", - " [97d1c7d2...] [b34510a1...] role=user type=turn Can you recommend some good restaurants in New Yor\n", - " [97d1c7d2...] [45d6f3eb...] role=agent type=turn Absolutely! NYC has incredible dining options. For\n", - " [97d1c7d2...] [d57ed8f9...] role=user type=turn I love Italian food. Are there any options that ar\n", - " [97d1c7d2...] [61ec5e9b...] role=agent type=turn For budget-friendly Italian in NYC, check out L'in\n", - " [2dec0199...] [summary_...] role=system type=summary The user inquired about the weather in Seattle for\n", - " [97d1c7d2...] [summary_...] role=system type=summary The user asked for restaurant recommendations in N\n", - " [437580e8...] [1eefde64...] role=user type=turn Can you recommend some good restaurants in New Yor\n", - " [437580e8...] [741b0b83...] role=agent type=turn Absolutely! NYC has incredible dining options. For\n", - " [437580e8...] [41fcd871...] role=user type=turn I love Italian food. Are there any options that ar\n", - " [437580e8...] [ebb06dba...] role=agent type=turn For budget-friendly Italian in NYC, check out L'in\n", - " [437580e8...] [summary_...] role=system type=summary The user asked for restaurant recommendations in N\n", - " [3283e3ce...] [ep_c489a...] role=system type=episodic The user was planning a weekend trip to Seattle an\n", - " [f6e63541...] [43830249...] role=user type=turn Change feed test message 1: Tell me about vector d\n", - " [f6e63541...] [9c052937...] role=user type=turn Change feed test message 2: Tell me about vector d\n", - " [f6e63541...] [8b2c0b88...] role=user type=turn Change feed test message 3: Tell me about vector d\n", - " [f6e63541...] [summary_...] role=system type=summary The user sent three consecutive test messages requ\n", - " [9ed6e905...] [10da44e8...] role=user type=turn What's the weather like in Seattle this weekend?\n", - " [9ed6e905...] [f200bbc0...] role=agent type=turn This weekend Seattle will be around 55°F with part\n", - " [9ed6e905...] [59877c89...] role=agent type=turn Sure! I found round-trip flights departing Friday \n", - " [9ed6e905...] [30b9b34f...] role=user type=turn Something near Pike Place Market would be great. K\n", - " [9ed6e905...] [9a2a651c...] role=agent type=turn I found a round-trip on Alaska Airlines for $275 a\n", - " [9ed6e905...] [d7f74720...] role=user type=turn Whenever you book a flight for me, always book an \n", - " [9ed6e905...] [bfb488e8...] role=agent type=turn Got it. I'll always select an aisle seat for your \n", - " [9ed6e905...] [1498a6b1...] role=user type=turn Also, if a round-trip flight ever costs more than \n", - " [9ed6e905...] [0d216b3d...] role=agent type=turn Understood — I'll confirm with you before booking \n", - " [9ed6e905...] [5123cac9...] role=user type=turn One more thing: when picking a hotel, always check\n", - " [9ed6e905...] [c9b3d5ab...] role=agent type=turn Will do. I'll filter hotel suggestions to only tho\n", - " [ede78157...] [6f6aec0d...] role=user type=turn Can you recommend some good restaurants in New Yor\n", - " [ede78157...] [d89aa694...] role=agent type=turn Absolutely! NYC has incredible dining options. For\n", - " [ede78157...] [2bd4f216...] role=user type=turn I love Italian food. Are there any options that ar\n", - " [ede78157...] [bda83ce2...] role=agent type=turn For budget-friendly Italian in NYC, check out L'in\n", - " [ede78157...] [summary_...] role=system type=summary The user asked for restaurant recommendations in N\n", - " [9ed6e905...] [summary_...] role=system type=summary The conversation focused on planning a weekend tri\n", - " [__proced...] [proc_931...] role=system type=procedural Always select an aisle seat when booking flights f\n", - " [__proced...] [proc_bb3...] role=system type=procedural If a round-trip flight costs more than $300, stop \n", - " [__proced...] [proc_d15...] role=system type=procedural Always verify that breakfast is included before re\n", - " [c627fc8c...] [3a23f2c1...] role=user type=turn Change feed test message 1: Tell me about vector d\n", - " [c627fc8c...] [3fb6ea61...] role=user type=turn Change feed test message 2: Tell me about vector d\n", - " [c627fc8c...] [166d689f...] role=user type=turn Change feed test message 3: Tell me about vector d\n", - " [c627fc8c...] [summary_...] role=system type=summary The user sent three consecutive messages asking fo\n", - " [e2422aed...] [0cc39f4a...] role=agent type=turn This weekend Seattle will be around 55°F with part\n", - " [e2422aed...] [a5c17037...] role=user type=turn Something near Pike Place Market would be great. K\n", - " [e2422aed...] [d2d28ce4...] role=agent type=turn I found a round-trip on Alaska Airlines for $275 a\n", - " [e2422aed...] [bed9110b...] role=user type=turn What's the weather like in Seattle this weekend?\n", - " [e2422aed...] [a0ebc75c...] role=agent type=turn Got it. I'll always select an aisle seat for your \n", - " [e2422aed...] [a07d551b...] role=agent type=turn Sure! I found round-trip flights departing Friday \n", - " [e2422aed...] [85416876...] role=user type=turn Whenever you book a flight for me, always book an \n", - " [e2422aed...] [602974a7...] role=user type=turn One more thing: when picking a hotel, always check\n", - " [e2422aed...] [a5595e14...] role=user type=turn Also, if a round-trip flight ever costs more than \n", - " [e2422aed...] [fac38202...] role=agent type=turn Will do. I'll filter hotel suggestions to only tho\n", - " [e2422aed...] [01b514c0...] role=agent type=turn Understood — I'll confirm with you before booking \n", - " [ba2753c5...] [e5242b96...] role=user type=turn Can you recommend some good restaurants in New Yor\n", - " [ba2753c5...] [f62c3be1...] role=agent type=turn Absolutely! NYC has incredible dining options. For\n", - " [ba2753c5...] [256f126e...] role=user type=turn I love Italian food. Are there any options that ar\n", - " [ba2753c5...] [5f541c2a...] role=agent type=turn For budget-friendly Italian in NYC, check out L'in\n", - " [ba2753c5...] [summary_...] role=system type=summary The user asked for restaurant recommendations in N\n", - " [e2422aed...] [summary_...] role=system type=summary The user inquired about a weekend trip to Seattle,\n", - " [3283e3ce...] [ep_69c22...] role=system type=episodic The user planned a weekend trip to Seattle and req\n", - " [e761b38f...] [644b1c65...] role=user type=turn Change feed test message 1: Tell me about vector d\n", - " [e761b38f...] [187cb97b...] role=user type=turn Change feed test message 2: Tell me about vector d\n", - " [e761b38f...] [1a4868c7...] role=user type=turn Change feed test message 3: Tell me about vector d\n", - " [e761b38f...] [summary_...] role=system type=summary The user repeatedly requested information about ve\n", - " [d3a73355...] [07408ee7...] role=user type=turn What's the weather like in Seattle this weekend?\n", - " [d3a73355...] [7fc1a400...] role=agent type=turn This weekend Seattle will be around 55°F with part\n", - " [d3a73355...] [a895d314...] role=agent type=turn Sure! I found round-trip flights departing Friday \n", - " [d3a73355...] [64d95944...] role=user type=turn Something near Pike Place Market would be great. K\n", - " [d3a73355...] [05901836...] role=agent type=turn I found a round-trip on Alaska Airlines for $275 a\n", - " [d3a73355...] [f0588b81...] role=user type=turn Whenever you book a flight for me, always book an \n", - " [d3a73355...] [a762cd26...] role=agent type=turn Got it. I'll always select an aisle seat for your \n", - " [d3a73355...] [fb3b29cb...] role=user type=turn Also, if a round-trip flight ever costs more than \n", - " [d3a73355...] [81ce6316...] role=agent type=turn Understood — I'll confirm with you before booking \n", - " [d3a73355...] [b7132ab4...] role=user type=turn One more thing: when picking a hotel, always check\n", - " [d3a73355...] [86a404c9...] role=agent type=turn Will do. I'll filter hotel suggestions to only tho\n", - " [e9ed3070...] [cd7f6b1e...] role=user type=turn Can you recommend some good restaurants in New Yor\n", - " [e9ed3070...] [9cf12919...] role=agent type=turn Absolutely! NYC has incredible dining options. For\n", - " [e9ed3070...] [fe00ba5d...] role=user type=turn I love Italian food. Are there any options that ar\n", - " [e9ed3070...] [8712d011...] role=agent type=turn For budget-friendly Italian in NYC, check out L'in\n", - " [e9ed3070...] [summary_...] role=system type=summary The user asked for restaurant recommendations in N\n", - " [d3a73355...] [summary_...] role=system type=summary The conversation centered on planning a weekend tr\n", - " [62a3a5c8...] [aa370d97...] role=user type=turn Change feed test message 1: Tell me about vector d\n", - " [62a3a5c8...] [14ab61c9...] role=user type=turn Change feed test message 2: Tell me about vector d\n", - " [62a3a5c8...] [26ee5819...] role=user type=turn Change feed test message 3: Tell me about vector d\n", - " [62a3a5c8...] [summary_...] role=system type=summary The user sent three consecutive messages asking fo\n", - " [92fcfce7...] [8db42544...] role=user type=turn What's the weather like in Seattle this weekend?\n", - " [92fcfce7...] [9b497f45...] role=agent type=turn This weekend Seattle will be around 55°F with part\n", - " [92fcfce7...] [2ac1f955...] role=agent type=turn Sure! I found round-trip flights departing Friday \n", - " [92fcfce7...] [9e72adc1...] role=user type=turn Something near Pike Place Market would be great. K\n", - " [92fcfce7...] [340d4e33...] role=agent type=turn I found a round-trip on Alaska Airlines for $275 a\n", - " [92fcfce7...] [1eb0d2c3...] role=user type=turn Whenever you book a flight for me, always book an \n", - " [92fcfce7...] [3a3d1544...] role=agent type=turn Got it. I'll always select an aisle seat for your \n", - " [92fcfce7...] [60277430...] role=user type=turn For trip planning, my workflow is: first check the\n", - " [92fcfce7...] [ba8c8d52...] role=agent type=turn Noted — I'll follow that order: weather, then flig\n", - " [92fcfce7...] [d9b1592b...] role=user type=turn And never book me into anything that departs or ar\n", - " [92fcfce7...] [2485f06d...] role=agent type=turn Will do — no overnight bookings without your expli\n", - " [26392a45...] [793c6f84...] role=user type=turn Can you recommend some good restaurants in New Yor\n", - " [26392a45...] [41f1ba4d...] role=agent type=turn Absolutely! NYC has incredible dining options. For\n", - " [26392a45...] [3fd7590b...] role=user type=turn I love Italian food. Are there any options that ar\n", - " [26392a45...] [54cf4894...] role=agent type=turn For budget-friendly Italian in NYC, check out L'in\n", - " [26392a45...] [summary_...] role=system type=summary The user asked for restaurant recommendations in N\n", - " [__proced...] [proc_62f...] role=system type=procedural When planning a trip for the user, first check the\n", - " [__proced...] [proc_b28...] role=system type=procedural Never book flights that depart or arrive between m\n", - " [92fcfce7...] [summary_...] role=system type=summary The conversation focused on planning a weekend tri\n", - " [3a9921f9...] [7ca8f672...] role=user type=turn Change feed test message 1: Tell me about vector d\n", - " [3a9921f9...] [b081cfa7...] role=user type=turn Change feed test message 2: Tell me about vector d\n", - " [3a9921f9...] [b2f71697...] role=user type=turn Change feed test message 3: Tell me about vector d\n", - " [3a9921f9...] [summary_...] role=system type=summary The user repeatedly asked for information about ve\n", - " [f0fd9a78...] [bc85dd29...] role=user type=turn What's the weather like in Seattle this weekend?\n", - " [f0fd9a78...] [7df1661f...] role=agent type=turn This weekend Seattle will be around 55°F with part\n", - " [f0fd9a78...] [1f84e8ac...] role=agent type=turn Sure! I found round-trip flights departing Friday \n", - " [f0fd9a78...] [62abba0b...] role=user type=turn Something near Pike Place Market would be great. K\n", - " [f0fd9a78...] [034bd98c...] role=agent type=turn I found a round-trip on Alaska Airlines for $275 a\n", - " [f0fd9a78...] [77ac6f91...] role=user type=turn Whenever you book a flight for me, always book an \n", - " [f0fd9a78...] [9bc141ef...] role=agent type=turn Got it. I'll always select an aisle seat for your \n", - " [f0fd9a78...] [a9d6ffc0...] role=user type=turn For trip planning, my workflow is: first check the\n", - " [f0fd9a78...] [51227197...] role=agent type=turn Noted — I'll follow that order: weather, then flig\n", - " [f0fd9a78...] [043fc770...] role=user type=turn And never book me into anything that departs or ar\n", - " [f0fd9a78...] [f6cd2184...] role=agent type=turn Will do — no overnight bookings without your expli\n", - " [5c3287a4...] [3e7d7dd6...] role=user type=turn Can you recommend some good restaurants in New Yor\n", - " [5c3287a4...] [5955e0e9...] role=agent type=turn Absolutely! NYC has incredible dining options. For\n", - " [5c3287a4...] [f45c05b0...] role=user type=turn I love Italian food. Are there any options that ar\n", - " [5c3287a4...] [9866371e...] role=agent type=turn For budget-friendly Italian in NYC, check out L'in\n", - " [5c3287a4...] [summary_...] role=system type=summary The user asked for restaurant recommendations in N\n", - " [f0fd9a78...] [summary_...] role=system type=summary The user inquired about a weekend trip to Seattle,\n", - " [2f517f40...] [468248fe...] role=user type=turn Change feed test message 1: Tell me about vector d\n", - " [2f517f40...] [13be98ec...] role=user type=turn Change feed test message 2: Tell me about vector d\n", - " [2f517f40...] [46cd74c8...] role=user type=turn Change feed test message 3: Tell me about vector d\n", - " [2f517f40...] [summary_...] role=system type=summary The user sent three identical test messages asking\n", - " [b48abfd4...] [220e3777...] role=user type=turn What's the weather like in Seattle this weekend?\n", - " [b48abfd4...] [04627b70...] role=agent type=turn This weekend Seattle will be around 55°F with part\n", - " [b48abfd4...] [8cd6cac1...] role=agent type=turn Sure! I found round-trip flights departing Friday \n", - " [b48abfd4...] [01c33d7d...] role=user type=turn Something near Pike Place Market would be great. K\n", - " [b48abfd4...] [b022017e...] role=agent type=turn I found a round-trip on Alaska Airlines for $275 a\n", - " [b48abfd4...] [6a317eda...] role=user type=turn Whenever you book a flight for me, always book an \n", - " [b48abfd4...] [83a30869...] role=agent type=turn Got it. I'll always select an aisle seat for your \n", - " [b48abfd4...] [f8df8e80...] role=user type=turn For trip planning, my workflow is: first check the\n", - " [b48abfd4...] [1d2f503d...] role=agent type=turn Noted — I'll follow that order: weather, then flig\n", - " [b48abfd4...] [d363effd...] role=user type=turn And never book me into anything that departs or ar\n", - " [b48abfd4...] [a087dfa4...] role=agent type=turn Will do — no overnight bookings without your expli\n", - " [dbdc90d0...] [1b4a20d8...] role=user type=turn Can you recommend some good restaurants in New Yor\n", - " [dbdc90d0...] [8aaead6f...] role=agent type=turn Absolutely! NYC has incredible dining options. For\n", - " [dbdc90d0...] [83df810c...] role=user type=turn I love Italian food. Are there any options that ar\n", - " [dbdc90d0...] [e2e684e6...] role=agent type=turn For budget-friendly Italian in NYC, check out L'in\n", - " [dbdc90d0...] [summary_...] role=system type=summary The user asked for restaurant recommendations in N\n", - " [b48abfd4...] [summary_...] role=system type=summary The conversation focused on planning a weekend tri\n", - " [8adaad5f...] [614a52a8...] role=user type=turn Change feed test message 1: Tell me about vector d\n", - " [8adaad5f...] [628b5e82...] role=user type=turn Change feed test message 2: Tell me about vector d\n", - " [8adaad5f...] [f05774e7...] role=user type=turn Change feed test message 3: Tell me about vector d\n", - " [8adaad5f...] [summary_...] role=system type=summary The user repeatedly requested information about ve\n", - " [a1210ca7...] [8f8c0453...] role=user type=turn What's the weather like in Seattle this weekend?\n", - " [a1210ca7...] [8486acee...] role=agent type=turn This weekend Seattle will be around 55°F with part\n", - " [a1210ca7...] [1329afa7...] role=agent type=turn Sure! I found round-trip flights departing Friday \n", - " [a1210ca7...] [210b1234...] role=user type=turn Something near Pike Place Market would be great. K\n", - " [a1210ca7...] [0712700a...] role=agent type=turn I found a round-trip on Alaska Airlines for $275 a\n", - " [a1210ca7...] [33dfad55...] role=user type=turn Whenever you book a flight for me, always book an \n", - " [a1210ca7...] [3a6887c4...] role=agent type=turn Got it. I'll always select an aisle seat for your \n", - " [a1210ca7...] [a9a357fb...] role=user type=turn For trip planning, my workflow is: first check the\n", - " [a1210ca7...] [9c18002a...] role=agent type=turn Noted — I'll follow that order: weather, then flig\n", - " [a1210ca7...] [8bc59512...] role=user type=turn And never book me into anything that departs or ar\n", - " [a1210ca7...] [7835ebd2...] role=agent type=turn Will do — no overnight bookings without your expli\n", - " [e97abcfc...] [86bbc4ef...] role=user type=turn Can you recommend some good restaurants in New Yor\n", - " [e97abcfc...] [c40acde3...] role=agent type=turn Absolutely! NYC has incredible dining options. For\n", - " [e97abcfc...] [bcab2b5c...] role=user type=turn I love Italian food. Are there any options that ar\n", - " [e97abcfc...] [25890ac3...] role=agent type=turn For budget-friendly Italian in NYC, check out L'in\n", - " [e97abcfc...] [summary_...] role=system type=summary The user asked for restaurant recommendations in N\n", - " [a1210ca7...] [summary_...] role=system type=summary The user inquired about a weekend trip to Seattle,\n", - " [a1210ca7...] [fact_ccc...] role=system type=fact The user requires round-trip flights to cost under\n", - " [__proced...] [proc_408...] role=system type=procedural Always select an aisle seat when booking flights f\n", - " [__proced...] [proc_6da...] role=system type=procedural Follow this order for trip planning: first check t\n", - " [__proced...] [proc_778...] role=system type=procedural Never book flights that depart or arrive between m\n", - " [__user_s...] [user_sum...] role=system type=user_summary For the planned Seattle weekend trip, the user set\n", - " [a1210ca7...] [fact_e7b...] role=system type=fact The user prefers to stay near Pike Place Market wh\n", - " [__proced...] [proc_056...] role=system type=procedural Always book an aisle seat when reserving flights f\n", - " [__proced...] [proc_074...] role=system type=procedural Follow the trip planning order: first check the we\n", - " [__proced...] [proc_b50...] role=system type=procedural Never book travel that departs or arrives between \n", - " [ee162c4e...] [15dd4113...] role=user type=turn Change feed test message 1: Tell me about vector d\n", - " [ee162c4e...] [b6abc60f...] role=user type=turn Change feed test message 2: Tell me about vector d\n", - " [ee162c4e...] [70dd5fba...] role=user type=turn Change feed test message 3: Tell me about vector d\n", - " [a1210ca7...] [fact_44d...] role=system type=fact The user requires hotel stays to cost under $200 p\n", - " [ee162c4e...] [summary_...] role=system type=summary The user repeatedly asked for information about ve\n", - " [8f82e8c2...] [5431ec91...] role=user type=turn What's the weather like in Seattle this weekend?\n", - " [8f82e8c2...] [86395b5c...] role=agent type=turn This weekend Seattle will be around 55°F with part\n", - " [8f82e8c2...] [f810ee90...] role=agent type=turn Sure! I found round-trip flights departing Friday \n", - " [8f82e8c2...] [adf43f71...] role=user type=turn Something near Pike Place Market would be great. K\n", - " [8f82e8c2...] [2c53284f...] role=agent type=turn I found a round-trip on Alaska Airlines for $275 a\n", - " [8f82e8c2...] [824b7d06...] role=user type=turn Whenever you book a flight for me, always book an \n", - " [8f82e8c2...] [03f4f090...] role=agent type=turn Got it. I'll always select an aisle seat for your \n", - " [8f82e8c2...] [4e39a623...] role=user type=turn For trip planning, my workflow is: first check the\n", - " [8f82e8c2...] [e61823c0...] role=agent type=turn Noted — I'll follow that order: weather, then flig\n", - " [8f82e8c2...] [011604c6...] role=user type=turn And never book me into anything that departs or ar\n", - " [8f82e8c2...] [de44f072...] role=agent type=turn Will do — no overnight bookings without your expli\n", - " [925c1a31...] [dd1a62f4...] role=user type=turn Whenever you book a flight for me, always book an \n", - " [925c1a31...] [1bc3a721...] role=agent type=turn Got it. I'll always select an aisle seat for your \n", - " [925c1a31...] [d334b9f8...] role=user type=turn For trip planning, my workflow is: first check the\n", - " [925c1a31...] [81c4308b...] role=agent type=turn Noted — I'll follow that order: weather, then flig\n", - " [925c1a31...] [03e66bf9...] role=user type=turn Never book me into anything that departs or arrive\n", - " [925c1a31...] [bbbce8be...] role=agent type=turn Will do — no overnight bookings without your expli\n", - " [925c1a31...] [6ad6dcd7...] role=user type=turn When picking a hotel, only recommend ones that inc\n", - " [925c1a31...] [490aeb85...] role=agent type=turn Understood — only hotels with complimentary breakf\n", - " [1aba6dfb...] [94d40c8a...] role=user type=turn Can you recommend some good restaurants in New Yor\n", - " [1aba6dfb...] [67c9d6d2...] role=agent type=turn Absolutely! NYC has incredible dining options. For\n", - " [1aba6dfb...] [d808c78f...] role=user type=turn I love Italian food. Are there any options that ar\n", - " [1aba6dfb...] [f973d01f...] role=agent type=turn For budget-friendly Italian in NYC, check out L'in\n", - " [925c1a31...] [summary_...] role=system type=summary The user established standing travel preferences a\n", - " [__proced...] [proc_433...] role=system type=procedural Always book an aisle seat and never select a windo\n", - " [__proced...] [proc_938...] role=system type=procedural For trip planning, first check the weather for the\n", - " [__proced...] [proc_ada...] role=system type=procedural Never book travel that departs or arrives between \n", - " [__user_s...] [user_sum...] role=system type=user_summary {\n", - " \"key_facts\": [],\n", - " \"personal_preferences\": [\n", - " \n", - " [__proced...] [proc_3c1...] role=system type=procedural Always book an aisle seat and never select a windo\n", - " [__proced...] [proc_2bf...] role=system type=procedural First check the weather, then check flights, and b\n", - " [8f82e8c2...] [summary_...] role=system type=summary The user inquired about a weekend trip to Seattle,\n", - " [1aba6dfb...] [summary_...] role=system type=summary The user asked for restaurant recommendations in N\n", - " [__proced...] [proc_4ac...] role=system type=procedural Only recommend hotels that include complimentary b\n", - " [8f82e8c2...] [fact_1fd...] role=system type=fact For the Seattle weekend trip, the user requires ro\n", - " [8f82e8c2...] [fact_b62...] role=system type=fact For the Seattle weekend trip, the user requires ho\n", - " [8f82e8c2...] [fact_555...] role=system type=fact For the Seattle weekend trip, the user prefers hot\n", - " [8f82e8c2...] [fact_5b6...] role=system type=fact No flight or hotel reservations were finalized for\n", - " [4c829316...] [d5b082ea...] role=user type=turn Change feed test message 1: Tell me about vector d\n", - " [4c829316...] [1a0a7275...] role=user type=turn Change feed test message 2: Tell me about vector d\n", - " [4c829316...] [85d26801...] role=user type=turn Change feed test message 3: Tell me about vector d\n", - " [4c829316...] [summary_...] role=system type=summary The user sent three consecutive test messages aski\n", - " [df2c66e2...] [a95f36c7...] role=user type=turn And never book me into anything that departs or ar\n", - " [df2c66e2...] [885e20a1...] role=agent type=turn Noted — I'll follow that order: weather, then flig\n", - " [df2c66e2...] [86f7ffdf...] role=user type=turn For trip planning, my workflow is: first check the\n", - " [df2c66e2...] [a14e680c...] role=agent type=turn This weekend Seattle will be around 55°F with part\n", - " [df2c66e2...] [291b33d2...] role=agent type=turn Got it. I'll always select an aisle seat for your \n", - " [df2c66e2...] [8ac8ad2d...] role=user type=turn Whenever you book a flight for me, always book an \n", - " [df2c66e2...] [c506e7b2...] role=user type=turn What's the weather like in Seattle this weekend?\n", - " [df2c66e2...] [0085b70d...] role=agent type=turn Sure! I found round-trip flights departing Friday \n", - " [ae1bb147...] [044f536b...] role=user type=turn Never book me into anything that departs or arrive\n", - " [ae1bb147...] [49f590c9...] role=agent type=turn Understood — only hotels with complimentary breakf\n", - " [ae1bb147...] [3863b2a1...] role=user type=turn Whenever you book a flight for me, always book an \n", - " [ae1bb147...] [e5a7e19f...] role=user type=turn For trip planning, my workflow is: first check the\n", - " [ae1bb147...] [36fc3840...] role=agent type=turn Got it. I'll always select an aisle seat for your \n", - " [df2c66e2...] [d2b63415...] role=agent type=turn Will do — no overnight bookings without your expli\n", - " [df2c66e2...] [293d9579...] role=agent type=turn I found a round-trip on Alaska Airlines for $275 a\n", - " [ae1bb147...] [6d68214d...] role=agent type=turn Will do — no overnight bookings without your expli\n", - " [ae1bb147...] [88479523...] role=agent type=turn Noted — I'll follow that order: weather, then flig\n", - " [df2c66e2...] [44f1c083...] role=user type=turn Something near Pike Place Market would be great. K\n", - " [ae1bb147...] [fffe6fde...] role=user type=turn When picking a hotel, only recommend ones that inc\n", - " [85e74267...] [7cfd003e...] role=user type=turn Can you recommend some good restaurants in New Yor\n", - " [85e74267...] [32b3911a...] role=agent type=turn Absolutely! NYC has incredible dining options. For\n", - " [85e74267...] [046fc368...] role=user type=turn I love Italian food. Are there any options that ar\n", - " [85e74267...] [2594fb41...] role=agent type=turn For budget-friendly Italian in NYC, check out L'in\n", - " [85e74267...] [summary_...] role=system type=summary The user asked for restaurant recommendations in N\n", - " [__proced...] [proc_b00...] role=system type=procedural Always book an aisle seat and never select a windo\n", - " [ae1bb147...] [summary_...] role=system type=summary The user established standing travel booking prefe\n", - " [__user_s...] [user_sum...] role=system type=user_summary {\n", - " \"key_facts\": [],\n", - " \"personal_preferences\": [\n", - " \n", - " [__proced...] [proc_4b0...] role=system type=procedural First check the weather, then check flights, and b\n", - " [__proced...] [proc_53a...] role=system type=procedural Never book travel that departs or arrives between \n", - " [__proced...] [proc_eef...] role=system type=procedural Only recommend hotels that include complimentary b\n", - " [df2c66e2...] [summary_...] role=system type=summary The user inquired about a weekend trip to Seattle,\n", - " [df2c66e2...] [fact_f5d...] role=system type=fact For the Seattle trip, the user requires round-trip\n", - " [df2c66e2...] [fact_a7d...] role=system type=fact For the Seattle trip, the user requires hotel rate\n", - " [df2c66e2...] [fact_53c...] role=system type=fact For the Seattle trip, the user prefers hotels loca\n", - " [__proced...] [proc_ef1...] role=system type=procedural Always book an aisle seat when reserving flights f\n", - " [__proced...] [proc_286...] role=system type=procedural When planning a trip, first check the weather for \n", - " [__proced...] [proc_9a3...] role=system type=procedural Never book flights that depart or arrive between m\n", - " [1a2686a2...] [72643b0a...] role=agent type=turn Sure! I found round-trip flights departing Friday \n", - " [1a2686a2...] [653a328a...] role=user type=turn Whenever you book a flight for me, always book an \n", - " [1a2686a2...] [0ce72055...] role=agent type=turn This weekend Seattle will be around 55°F with part\n", - " [1a2686a2...] [36f4abfe...] role=user type=turn What's the weather like in Seattle this weekend?\n", - " [1a2686a2...] [62e4971c...] role=user type=turn Something near Pike Place Market would be great. K\n", - " [1a2686a2...] [c91a8397...] role=agent type=turn Will do — no overnight bookings without your expli\n", - " [1a2686a2...] [b0f0f031...] role=agent type=turn I found a round-trip on Alaska Airlines for $275 a\n", - " [1a2686a2...] [de786284...] role=agent type=turn Got it. I'll always select an aisle seat for your \n", - " [1a2686a2...] [863a0e92...] role=agent type=turn Noted — I'll follow that order: weather, then flig\n", - " [1a2686a2...] [440b3ccd...] role=user type=turn For trip planning, my workflow is: first check the\n", - " [1a2686a2...] [6c71c103...] role=user type=turn And never book me into anything that departs or ar\n", - " [6c5e0b18...] [9d94e048...] role=agent type=turn Noted — I'll follow that order: weather, then flig\n", - " [6c5e0b18...] [a9ca1c0c...] role=user type=turn Never book me into anything that departs or arrive\n", - " [6c5e0b18...] [b8d706b5...] role=user type=turn For trip planning, my workflow is: first check the\n", - " [6c5e0b18...] [8079f2a5...] role=user type=turn Whenever you book a flight for me, always book an \n", - " [6c5e0b18...] [6ec3f38c...] role=user type=turn When picking a hotel, only recommend ones that inc\n", - " [6c5e0b18...] [b3cac85c...] role=agent type=turn Got it. I'll always select an aisle seat for your \n", - " [6c5e0b18...] [bce69f91...] role=agent type=turn Will do — no overnight bookings without your expli\n", - " [6c5e0b18...] [096d24da...] role=agent type=turn Understood — only hotels with complimentary breakf\n", - " [ac8cf2db...] [3b3f7880...] role=user type=turn Can you recommend some good restaurants in New Yor\n", - " [ac8cf2db...] [e388f6c6...] role=agent type=turn Absolutely! NYC has incredible dining options. For\n", - " [ac8cf2db...] [47cf2489...] role=user type=turn I love Italian food. Are there any options that ar\n", - " [ac8cf2db...] [ad4aa222...] role=agent type=turn For budget-friendly Italian in NYC, check out L'in\n", - " [ac8cf2db...] [summary_...] role=system type=summary The user asked for restaurant recommendations in N\n", - " [__proced...] [proc_372...] role=system type=procedural Always book an aisle seat and never select a windo\n", - " [__proced...] [proc_5c8...] role=system type=procedural Follow this order for trip planning: first check t\n", - " [__proced...] [proc_9f3...] role=system type=procedural Never book flights that depart or arrive between m\n", - " [__proced...] [proc_eb7...] role=system type=procedural Only recommend hotels that include complimentary b\n", - " [6c5e0b18...] [summary_...] role=system type=summary The user established persistent travel booking pre\n", - " [__user_s...] [user_sum...] role=system type=user_summary {\n", - " \"key_facts\": [],\n", - " \"personal_preferences\": [\n", - " \n", - " [1a2686a2...] [fact_f0a...] role=system type=fact The user prefers hotels located near Pike Place Ma\n", - " [1a2686a2...] [fact_67a...] role=system type=fact The user requires round-trip flights to cost under\n", - " [1a2686a2...] [summary_...] role=system type=summary The conversation focused on planning a weekend tri\n", - " [1a2686a2...] [fact_92f...] role=system type=fact The user requires hotels to cost under $200 per ni\n", - " [__proced...] [proc_d23...] role=system type=procedural Always book an aisle seat when reserving flights f\n", - " [__proced...] [proc_210...] role=system type=procedural For trip planning, first check the destination wea\n", - " [__proced...] [proc_afd...] role=system type=procedural Never book travel that departs or arrives between \n", - " [30387fc9...] [d0e2a4c7...] role=user type=turn Change feed test message 1: Tell me about vector d\n", - " [30387fc9...] [e81a71eb...] role=user type=turn Change feed test message 2: Tell me about vector d\n", - " [30387fc9...] [3b386db9...] role=user type=turn Change feed test message 3: Tell me about vector d\n", - " [30387fc9...] [summary_...] role=system type=summary The user repeatedly asked for information about ve\n", - " [0df5b6dc...] [f79fbed6...] role=user type=turn What's the weather like in Seattle this weekend?\n", - " [0df5b6dc...] [26681a8e...] role=agent type=turn Around 55°F with partly cloudy skies on Saturday a\n", - " [0df5b6dc...] [87fa4b2f...] role=user type=turn Can you book me a weekend trip there? Flights unde\n", - " [0df5b6dc...] [864f087a...] role=agent type=turn I found a $275 Alaska Airlines round-trip and a $1\n", - " [0df5b6dc...] [7f1c2807...] role=user type=turn Whenever you book a flight for me, always book an \n", - " [0df5b6dc...] [0cdaa994...] role=agent type=turn Got it — aisle seats only.\n", - " [0df5b6dc...] [6595962f...] role=user type=turn For trip planning, my workflow is: first weather, \n", - " [0df5b6dc...] [4f35ab5b...] role=agent type=turn Noted — weather → flights → hotel.\n", - " [0df5b6dc...] [872bf1fb...] role=user type=turn Never book me into anything between midnight and 6\n", - " [0df5b6dc...] [ab9e45ba...] role=agent type=turn Understood — no overnight bookings without your ap\n", - " [__user_s...] [user_sum...] role=system type=user_summary {\n", - " \"key_facts\": [],\n", - " \"personal_preferences\": [\n", - " \n", - " [0df5b6dc...] [summary_...] role=system type=summary The user inquired about a weekend trip to Seattle,\n", - " [bc4a98cb...] [16bb8e00...] role=user type=turn What's the weather like in Seattle this weekend?\n", - " [bc4a98cb...] [1076e63c...] role=agent type=turn Around 55°F with partly cloudy skies on Saturday a\n", - " [bc4a98cb...] [740137c4...] role=user type=turn Can you book me a weekend trip there? Flights unde\n", - " [bc4a98cb...] [6ba1d437...] role=agent type=turn I found a $275 Alaska Airlines round-trip and a $1\n", - " [bc4a98cb...] [c97de899...] role=user type=turn Whenever you book a flight for me, always book an \n", - " [bc4a98cb...] [fcf81c7c...] role=agent type=turn Got it — aisle seats only.\n", - " [bc4a98cb...] [059c3307...] role=user type=turn For trip planning, my workflow is: first weather, \n", - " [bc4a98cb...] [45e487f4...] role=agent type=turn Noted — weather → flights → hotel.\n", - " [bc4a98cb...] [0a31dba0...] role=user type=turn Never book me into anything between midnight and 6\n", - " [bc4a98cb...] [1c81ae44...] role=agent type=turn Understood — no overnight bookings without your ap\n", - " [0df5b6dc...] [fact_f54...] role=system type=fact The user requires flights to cost under $300 when \n", - " [0df5b6dc...] [fact_cd2...] role=system type=fact The user requires hotels to cost under $200 per ni\n", - " [__proced...] [proc_de5...] role=system type=procedural Always book an aisle seat and never select a windo\n", - " [__proced...] [proc_7d7...] role=system type=procedural Follow the sequence weather → flights → hotel when\n", - " [__proced...] [proc_4d7...] role=system type=procedural Never book flights or accommodations scheduled bet\n", - " [__user_s...] [user_sum...] role=system type=user_summary {\n", - " \"key_facts\": [],\n", - " \"personal_preferences\": [\n", - " \n", - " [bc4a98cb...] [summary_...] role=system type=summary The user inquired about the weather in Seattle for\n", - " [bc4a98cb...] [fact_008...] role=system type=fact The user prefers aisle seats and does not want win\n", - " [__proced...] [proc_4b6...] role=system type=procedural Always book an aisle seat and never select a windo\n", - " [__proced...] [proc_781...] role=system type=procedural Follow the trip planning sequence: first check wea\n", - " [bc4a98cb...] [fact_84c...] role=system type=fact The user requires flights to cost under $300 and h\n", - " [__proced...] [proc_861...] role=system type=procedural Always book an aisle seat when booking flights for\n", - " [__proced...] [proc_fc7...] role=system type=procedural Follow the sequence weather → flights → hotel when\n", - " [__proced...] [proc_f86...] role=system type=procedural Never book any flights, hotels, or other travel ar\n", - " [bc4a98cb...] [fact_ef8...] role=system type=fact The user requires flights to cost under $300 when \n", - " [bc4a98cb...] [fact_48a...] role=system type=fact The user requires hotels to cost under $200 per ni\n", - " [__proced...] [proc_7a9...] role=system type=procedural Always book an aisle seat when reserving flights f\n", - " [__proced...] [proc_f7a...] role=system type=procedural Never book any travel or reservations between midn\n", - " [bdd72079...] [c35421d5...] role=user type=turn What's the weather like in Seattle this weekend?\n", - " [bdd72079...] [9a99982d...] role=agent type=turn Around 55°F with partly cloudy skies on Saturday a\n", - " [bdd72079...] [23949c83...] role=user type=turn Can you book me a weekend trip there? Flights unde\n", - " [bdd72079...] [f17db44a...] role=agent type=turn I found a $275 Alaska Airlines round-trip and a $1\n", - " [bdd72079...] [037bdee7...] role=user type=turn Whenever you book a flight for me, always book an \n", - " [bdd72079...] [804c1f25...] role=agent type=turn Got it — aisle seats only.\n", - " [bdd72079...] [c8b3bc80...] role=user type=turn For trip planning, my workflow is: first weather, \n", - " [bdd72079...] [56d4e04b...] role=agent type=turn Noted — weather → flights → hotel.\n", - " [bdd72079...] [3ba30ca4...] role=user type=turn Never book me into anything between midnight and 6\n", - " [bdd72079...] [9857a10d...] role=agent type=turn Understood — no overnight bookings without your ap\n", - " [__user_s...] [user_sum...] role=system type=user_summary {\n", - " \"key_facts\": [],\n", - " \"personal_preferences\": [\n", - " \n", - " [bdd72079...] [summary_...] role=system type=summary The conversation centered on planning a potential \n", - " [bdd72079...] [fact_18e...] role=system type=fact The user requires flights under $300 and hotels un\n", - " [__proced...] [proc_352...] role=system type=procedural Always book an aisle seat when reserving flights f\n", - " [__proced...] [proc_df7...] role=system type=procedural Follow the sequence: check weather first, then boo\n", - " [__proced...] [proc_a79...] role=system type=procedural Never book flights, hotels, or other travel arrang\n", - " [42b91b2c...] [18d9c7c9...] role=user type=turn What's the weather like in Seattle this weekend?\n", - " [42b91b2c...] [aee54464...] role=agent type=turn Around 55°F with partly cloudy skies on Saturday a\n", - " [42b91b2c...] [eb65d898...] role=user type=turn Can you book me a weekend trip there? Flights unde\n", - " [42b91b2c...] [2610f0f2...] role=agent type=turn I found a $275 Alaska Airlines round-trip and a $1\n", - " [42b91b2c...] [a2c8f719...] role=user type=turn Whenever you book a flight for me, always book an \n", - " [42b91b2c...] [81e4ae3f...] role=agent type=turn Got it — aisle seats only.\n", - " [42b91b2c...] [d8bb773e...] role=user type=turn For trip planning, my workflow is: first weather, \n", - " [42b91b2c...] [88c29041...] role=agent type=turn Noted — weather → flights → hotel.\n", - " [42b91b2c...] [e72a7a00...] role=user type=turn Never book me into anything between midnight and 6\n", - " [42b91b2c...] [aec0a2ba...] role=agent type=turn Understood — no overnight bookings without your ap\n", - " [__user_s...] [user_sum...] role=system type=user_summary {\n", - " \"key_facts\": [],\n", - " \"personal_preferences\": [\n", - " \n", - " [42b91b2c...] [summary_...] role=system type=summary The user inquired about a weekend trip to Seattle,\n", - " [42b91b2c...] [fact_95d...] role=system type=fact The user requested booking a weekend trip to Seatt\n", - " [42b91b2c...] [fact_81e...] role=system type=fact The user requires flights to cost under $300 and h\n", - " [__proced...] [proc_d89...] role=system type=procedural Always book an aisle seat and never book a window \n", - " [__proced...] [proc_5ed...] role=system type=procedural Follow the sequence weather first, then flights, t\n", - " [__proced...] [proc_afb...] role=system type=procedural Never book flights or accommodations between midni\n", - " [e50f775e...] [3e4513c7...] role=user type=turn What's the weather like in Seattle this weekend?\n", - " [e50f775e...] [88a718fa...] role=agent type=turn This weekend Seattle will be around 55°F with part\n", - " [e50f775e...] [5d25077d...] role=agent type=turn Sure! I found round-trip flights departing Friday \n", - " [e50f775e...] [79dae6a8...] role=user type=turn Something near Pike Place Market would be great. K\n", - " [e50f775e...] [4f8721a6...] role=agent type=turn I found a round-trip on Alaska Airlines for $275 a\n", - " [e50f775e...] [fb17aeea...] role=user type=turn Whenever you book a flight for me, always book an \n", - " [e50f775e...] [3f00a18c...] role=agent type=turn Got it. I'll always select an aisle seat for your \n", - " [e50f775e...] [a8485c36...] role=user type=turn For trip planning, my workflow is: first check the\n", - " [e50f775e...] [4d4926ec...] role=agent type=turn Noted — I'll follow that order: weather, then flig\n", - " [e50f775e...] [4e597b6d...] role=user type=turn And never book me into anything that departs or ar\n", - " [e50f775e...] [96aa9017...] role=agent type=turn Will do — no overnight bookings without your expli\n", - " [8f42e1b5...] [d060a91b...] role=user type=turn Whenever you book a flight for me, always book an \n", - " [8f42e1b5...] [26ba3a10...] role=agent type=turn Got it. I'll always select an aisle seat for your \n", - " [8f42e1b5...] [4efc2fe2...] role=user type=turn For trip planning, my workflow is: first check the\n", - " [8f42e1b5...] [2430022a...] role=agent type=turn Noted — I'll follow that order: weather, then flig\n", - " [8f42e1b5...] [61a8ac71...] role=user type=turn Never book me into anything that departs or arrive\n", - " [8f42e1b5...] [300757b0...] role=agent type=turn Will do — no overnight bookings without your expli\n", - " [8f42e1b5...] [1fe93ba3...] role=user type=turn When picking a hotel, only recommend ones that inc\n", - " [8f42e1b5...] [c997e440...] role=agent type=turn Understood — only hotels with complimentary breakf\n", - " [7b8fc78b...] [0ad9d278...] role=user type=turn Can you recommend some good restaurants in New Yor\n", - " [7b8fc78b...] [0e5d8a0a...] role=agent type=turn Absolutely! NYC has incredible dining options. For\n", - " [7b8fc78b...] [ec1a3a5d...] role=user type=turn I love Italian food. Are there any options that ar\n", - " [7b8fc78b...] [c0437ffe...] role=agent type=turn For budget-friendly Italian in NYC, check out L'in\n", - " [8f42e1b5...] [summary_...] role=system type=summary The user established persistent travel booking pre\n", - " [7b8fc78b...] [summary_...] role=system type=summary The user asked for restaurant recommendations in N\n", - " [__proced...] [proc_afe...] role=system type=procedural Always book an aisle seat and never select a windo\n", - " [__proced...] [proc_c12...] role=system type=procedural Follow this order for trip planning: first check t\n", - " [__proced...] [proc_c6f...] role=system type=procedural Never book travel that departs or arrives between \n", - " [__user_s...] [user_sum...] role=system type=user_summary {\n", - " \"key_facts\": [],\n", - " \"personal_preferences\": [\n", - " \n", - " [__proced...] [proc_9d5...] role=system type=procedural Only recommend hotels that include complimentary b\n", - " [e50f775e...] [summary_...] role=system type=summary The user inquired about a weekend trip to Seattle,\n", - " [e50f775e...] [fact_9e9...] role=system type=fact The user prefers hotels located near Pike Place Ma\n", - " [e50f775e...] [fact_2ad...] role=system type=fact The user requires round-trip flights to cost under\n", - " [e50f775e...] [fact_230...] role=system type=fact The user requires hotel rates to be under $200 per\n", - " [__proced...] [proc_dee...] role=system type=procedural Always book an aisle seat when reserving flights f\n", - " [807c3bc6...] [c6b6827e...] role=agent type=turn This weekend Seattle will be around 55°F with part\n", - " [807c3bc6...] [101560c2...] role=agent type=turn Sure! I found round-trip flights departing Friday \n", - " [807c3bc6...] [558654f4...] role=user type=turn What's the weather like in Seattle this weekend?\n", - " [c1138077...] [47eef782...] role=user type=turn Whenever you book a flight for me, always book an \n", - " [c1138077...] [30da082b...] role=agent type=turn Will do — no overnight bookings without your expli\n", - " [c1138077...] [40665284...] role=agent type=turn Got it. I'll always select an aisle seat for your \n", - " [c1138077...] [c5d66e1a...] role=user type=turn Never book me into anything that departs or arrive\n", - " [807c3bc6...] [5544d374...] role=user type=turn For trip planning, my workflow is: first check the\n", - " [807c3bc6...] [3ee542c4...] role=agent type=turn Got it. I'll always select an aisle seat for your \n", - " [807c3bc6...] [67cee94e...] role=agent type=turn I found a round-trip on Alaska Airlines for $275 a\n", - " [807c3bc6...] [afe25494...] role=user type=turn Something near Pike Place Market would be great. K\n", - " [c1138077...] [2b7e104d...] role=agent type=turn Noted — I'll follow that order: weather, then flig\n", - " [807c3bc6...] [bb55ae9b...] role=user type=turn Whenever you book a flight for me, always book an \n", - " [c1138077...] [4e5b3a7d...] role=agent type=turn Understood — only hotels with complimentary breakf\n", - " [c1138077...] [15f9f705...] role=user type=turn For trip planning, my workflow is: first check the\n", - " [807c3bc6...] [97401d13...] role=agent type=turn Will do — no overnight bookings without your expli\n", - " [807c3bc6...] [3a42a459...] role=agent type=turn Noted — I'll follow that order: weather, then flig\n", - " [807c3bc6...] [056e8fcb...] role=user type=turn And never book me into anything that departs or ar\n", - " [c1138077...] [705626cf...] role=user type=turn When picking a hotel, only recommend ones that inc\n", - " [6b59bbaf...] [cc399b5f...] role=user type=turn Can you recommend some good restaurants in New Yor\n", - " [6b59bbaf...] [6a66be86...] role=agent type=turn Absolutely! NYC has incredible dining options. For\n", - " [6b59bbaf...] [287c7246...] role=user type=turn I love Italian food. Are there any options that ar\n", - " [6b59bbaf...] [546aff6a...] role=agent type=turn For budget-friendly Italian in NYC, check out L'in\n" - ] - } - ], + "outputs": [], "source": [ "# Delete the tool memory from Cosmos (async)\n", "tool_mems = await memory.get_memories(user_id=\"user-002\", role=\"tool\")\n", @@ -2350,72 +502,39 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": null, "id": "3ed613d3", "metadata": { "ExecuteTime": { "end_time": "2026-04-07T22:07:40.340577Z", "start_time": "2026-04-07T22:07:40.138825Z" - }, - "execution": { - "iopub.execute_input": "2026-05-04T20:25:50.014174Z", - "iopub.status.busy": "2026-05-04T20:25:50.014096Z", - "iopub.status.idle": "2026-05-04T20:25:50.246063Z", - "shell.execute_reply": "2026-05-04T20:25:50.245174Z" } }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Using thread_id: 807c3bc6-c021-4f66-b996-07bc5ef781ab\n", - "\n", - "All memories in thread: 11\n", - " [807c3bc6...] [558654f4...] role=user type=turn What's the weather like in Seattle this weekend?\n", - " [807c3bc6...] [c6b6827e...] role=agent type=turn This weekend Seattle will be around 55°F with partly cloudy \n", - " [807c3bc6...] [101560c2...] role=agent type=turn Sure! I found round-trip flights departing Friday evening an\n", - " [807c3bc6...] [afe25494...] role=user type=turn Something near Pike Place Market would be great. Keep flight\n", - " [807c3bc6...] [67cee94e...] role=agent type=turn I found a round-trip on Alaska Airlines for $275 and two hot\n", - " [807c3bc6...] [bb55ae9b...] role=user type=turn Whenever you book a flight for me, always book an aisle seat\n", - " [807c3bc6...] [3ee542c4...] role=agent type=turn Got it. I'll always select an aisle seat for your bookings.\n", - " [807c3bc6...] [5544d374...] role=user type=turn For trip planning, my workflow is: first check the weather f\n", - " [807c3bc6...] [3a42a459...] role=agent type=turn Noted — I'll follow that order: weather, then flights, then \n", - " [807c3bc6...] [056e8fcb...] role=user type=turn And never book me into anything that departs or arrives betw\n", - " [807c3bc6...] [97401d13...] role=agent type=turn Will do — no overnight bookings without your explicit approv\n", - "\n", - "Most recent 2 memories:\n", - " [807c3bc6...] [056e8fcb...] role=user type=turn And never book me into anything that departs or arrives betw\n", - " [807c3bc6...] [97401d13...] role=agent type=turn Will do — no overnight bookings without your explicit approv\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "Thread memories for user-ea5eba7a: 11\n" - ] - } - ], + "outputs": [], "source": [ - "# Use the CURRENT seed thread (from cell 5) so we operate on the data we just wrote.\n", - "thread_id = THREAD_ID\n", - "print(f\"Using thread_id: {thread_id}\\n\")\n", - "\n", - "# Get all documents in the thread\n", - "thread_all = await memory.get_thread(thread_id=thread_id)\n", - "print(f\"All memories in thread: {len(thread_all)}\")\n", - "for m in thread_all:\n", - " print(f\" [{m['thread_id'][:8]}...] [{m['id'][:8]}...] role={m.get('role','?'):6} type={m['type']:8} {m['content'][:60]}\")\n", - "\n", - "recent = await memory.get_thread(thread_id=thread_id, recent_k=2)\n", - "print(f\"\\nMost recent 2 memories:\")\n", - "for m in recent:\n", - " print(f\" [{m['thread_id'][:8]}...] [{m['id'][:8]}...] role={m.get('role','?'):6} type={m['type']:8} {m['content'][:60]}\")\n", - "\n", - "thread_user = await memory.get_thread(thread_id=thread_id, user_id=USER_ID)\n", - "print(f\"\\nThread memories for {USER_ID}: {len(thread_user)}\")\n" + "# Pick a thread_id from an existing memory in Cosmos DB\n", + "sample = await memory.get_memories(user_id=\"user-001\")\n", + "if sample:\n", + " thread_id = sample[0][\"thread_id\"]\n", + " print(f\"Using thread_id: {thread_id}\\n\")\n", + "\n", + " # Get all documents in the thread\n", + " thread_all = await memory.get_thread(thread_id=thread_id)\n", + " print(f\"All memories in thread: {len(thread_all)}\")\n", + " for m in thread_all:\n", + " print(f\" [{m['thread_id'][:8]}...] [{m['id'][:8]}...] role={m['role']:<6} type={m['type']:<8} {m['content'][:60]}\")\n", + "\n", + " # Get only the 2 most recent documents\n", + " thread_recent = await memory.get_thread(thread_id=thread_id, recent_k=2)\n", + " print(f\"\\nMost recent 2 memories:\")\n", + " for m in thread_recent:\n", + " print(f\" [{m['thread_id'][:8]}...] [{m['id'][:8]}...] role={m['role']:<6} type={m['type']:<8} {m['content'][:60]}\")\n", + "\n", + " # Filter by user_id as well\n", + " thread_user = await memory.get_thread(thread_id=thread_id, user_id=\"user-001\")\n", + " print(f\"\\nThread memories for user-001: {len(thread_user)}\")\n", + "else:\n", + " print(\"No memories found in Cosmos DB – run the async add_cosmos cells first.\")" ] }, { @@ -2423,89 +542,71 @@ "id": "06a9f99d", "metadata": {}, "source": [ - "## 4. Thread Summary (in-process)\n", + "## 4. Thread Summary\n", "\n", - "`AsyncCosmosMemoryClient.generate_thread_summary()` runs the summarisation pipeline **in-process** — no Azure Functions required. The async client uses the AI Foundry async openai client and the async Cosmos SDK, so calls don't block the event loop.\n", + "`AsyncCosmosMemoryClient.generate_thread_summary()` uses **aiohttp** to trigger the Azure Durable Function orchestrator and poll for completion without blocking the event loop.\n", "\n", - "If a prior summary exists, the call performs an **incremental update** that preserves the metadata-tracked `source_count`.\n" + "> **Prerequisites** are the same as the sync demo (section 4) \\u2014 the Functions host must be running locally (or deployed)." ] }, { "cell_type": "code", - "execution_count": 14, + "execution_count": null, + "id": "b9e757d2", + "metadata": { + "ExecuteTime": { + "end_time": "2026-04-07T22:07:44.060405Z", + "start_time": "2026-04-07T22:07:44.037198Z" + } + }, + "outputs": [], + "source": [ + "# Verify ADF endpoint is configured (set in the Setup cell above)\n", + "print(f\"ADF endpoint: {memory.adf_endpoint}\")\n", + "print(f\"ADF key set: {bool(memory.adf_key)}\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, "id": "9bc68919", "metadata": { "ExecuteTime": { "end_time": "2026-04-07T22:08:08.478793Z", "start_time": "2026-04-07T22:07:45.385054Z" - }, - "execution": { - "iopub.execute_input": "2026-05-04T20:25:50.247941Z", - "iopub.status.busy": "2026-05-04T20:25:50.247791Z", - "iopub.status.idle": "2026-05-04T20:26:03.871259Z", - "shell.execute_reply": "2026-05-04T20:26:03.870396Z" } }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Summarizing thread_id=807c3bc6-c021-4f66-b996-07bc5ef781ab user_id=user-ea5eba7a\n", - "\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "LLM model=gpt-5.2-chat rejected 'temperature'; retrying without it.\n" - ] - } - ], + "outputs": [], "source": [ - "thread_id = THREAD_ID\n", - "user_id = USER_ID\n", - "print(f\"Summarizing thread_id={thread_id} user_id={user_id}\\n\")\n", "\n", - "summary_doc = await memory.generate_thread_summary(user_id=user_id, thread_id=thread_id)\n" + "# Pick a thread_id + user_id from existing Cosmos data\n", + "sample_adf_async = await memory.get_memories(user_id=\"user-001\")\n", + "if not sample_adf_async:\n", + " raise RuntimeError(\"No memories for user-001 in Cosmos DB. Run the add_cosmos cells first.\")\n", + "\n", + "thread_id_adf = sample_adf_async[0][\"thread_id\"]\n", + "user_id_adf = sample_adf_async[0][\"user_id\"]\n", + "print(f\"Summarizing thread_id={thread_id_adf} user_id={user_id_adf}\\n\")\n", + "\n", + "# Call generate_thread_summary (all memories in the thread)\n", + "result_async = await memory.generate_thread_summary(user_id=user_id_adf, thread_id=thread_id_adf)" ] }, { "cell_type": "code", - "execution_count": 15, + "execution_count": null, "id": "da4cba4f", "metadata": { "ExecuteTime": { "end_time": "2026-04-07T22:08:13.446032Z", "start_time": "2026-04-07T22:08:13.390800Z" - }, - "execution": { - "iopub.execute_input": "2026-05-04T20:26:03.875835Z", - "iopub.status.busy": "2026-05-04T20:26:03.875663Z", - "iopub.status.idle": "2026-05-04T20:26:03.879262Z", - "shell.execute_reply": "2026-05-04T20:26:03.878646Z" } }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Summary document:\n", - " id: summary_user-ea5eba7a_807c3bc6-c021-4f66-b996-07bc5ef781ab\n", - " content: The conversation centered on planning a weekend trip to Seattle, including checking the weather, identifying flights and hotels near Pike Place Market within specified budgets, and establishing the us...\n", - " source_count: 11\n", - " embedding length: 1536\n" - ] - } - ], + "outputs": [], "source": [ - "print(\"Summary document:\")\n", - "print(f\" id: {summary_doc['id']}\")\n", - "print(f\" content: {summary_doc['content'][:200]}...\")\n", - "print(f\" source_count: {summary_doc.get('metadata', {}).get('source_count')}\")\n", - "print(f\" embedding length: {len(summary_doc.get('embedding', []))}\")\n" + "print(\"Status:\", result_async.get(\"runtimeStatus\"))\n", + "print(\"\\nSummary document:\")\n", + "print(json.dumps(result_async.get(\"output\", {}), indent=2))" ] }, { @@ -2513,128 +614,44 @@ "id": "3cd2e4f8", "metadata": {}, "source": [ - "## 5. Memory Extraction (facts + episodic + procedural)\n", - "\n", - "`extract_memories()` runs a single LLM call that produces three structured memory types:\n", + "## 5. Fact Extraction\n", + "`extract_facts` triggers the same orchestrator but calls the **extract_facts** activity instead of generate_thread_summary. The LLM extracts discrete factual statements from the thread and stores them in Cosmos DB as a memory with `type: \"fact\"`.\n", "\n", - "| Type | Description |\n", - "|--------------|--------------------------------------------------------------------------|\n", - "| `fact` | Stable, atomic facts about the user. |\n", - "| `episodic` | Discrete past events the user described. |\n", - "| `procedural` | How-to guidance the agent should follow. |\n", - "\n", - "Each derived memory is embedded and stored in Cosmos DB with auto-generated tags and a salience score.\n" + "> **Prerequisites** are the same as section 4 — the Functions host must be running." ] }, { "cell_type": "code", - "execution_count": 16, + "execution_count": null, "id": "e4d57e2d", "metadata": { "ExecuteTime": { "end_time": "2026-04-07T22:08:23.444563Z", "start_time": "2026-04-07T22:08:17.255145Z" - }, - "execution": { - "iopub.execute_input": "2026-05-04T20:26:03.881644Z", - "iopub.status.busy": "2026-05-04T20:26:03.881553Z", - "iopub.status.idle": "2026-05-04T20:26:11.858903Z", - "shell.execute_reply": "2026-05-04T20:26:11.857972Z" } }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "LLM model=gpt-5.2-chat rejected 'temperature'; retrying without it.\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Seed thread extraction: {'facts_count': 1, 'procedural_count': 0, 'episodic_count': 0, 'updated_count': 0}\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "LLM model=gpt-5.2-chat rejected 'temperature'; retrying without it.\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Rules thread extraction: {'facts_count': 0, 'procedural_count': 0, 'episodic_count': 0, 'updated_count': 0}\n" - ] - } - ], + "outputs": [], "source": [ - "# Extract memories from both the SEED and the pure-procedural RULES thread.\n", - "result_main = await memory.extract_memories(user_id=USER_ID, thread_id=THREAD_ID)\n", - "print(\"Seed thread extraction:\", result_main)\n", - "\n", - "result_rules = await memory.extract_memories(user_id=USER_ID, thread_id=RULES_THREAD_ID)\n", - "print(\"Rules thread extraction:\", result_rules)\n" + "# Extract facts from the same thread (async)\n", + "facts_result_async = await memory.extract_facts(user_id=user_id_adf, thread_id=thread_id_adf)" ] }, { "cell_type": "code", - "execution_count": 17, + "execution_count": null, "id": "795e8634", "metadata": { "ExecuteTime": { "end_time": "2026-04-07T22:08:26.904418Z", "start_time": "2026-04-07T22:08:26.587707Z" - }, - "execution": { - "iopub.execute_input": "2026-05-04T20:26:11.861697Z", - "iopub.status.busy": "2026-05-04T20:26:11.861551Z", - "iopub.status.idle": "2026-05-04T20:26:12.283813Z", - "shell.execute_reply": "2026-05-04T20:26:12.283042Z" } }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "get_memories returned empty results\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "FACTS (3):\n", - " • The user prefers round-trip flights under $300. [salience=0.7]\n", - " • The user prefers hotels under $200 per night. [salience=0.7]\n", - " • The user prefers hotels located near Pike Place Market when staying in Seattle. [salience=0.6]\n", - "\n", - "EPISODICS (0):\n", - "\n", - "PROCEDURALS (7):\n", - " • Always book an aisle seat when reserving flights for the user, and never select a window or middle s [salience=0.9]\n", - " • For trip planning, first check the weather, then check flights, and book the hotel last after everyt [salience=0.85]\n", - " • Never book travel that departs or arrives between midnight and 6am unless the user explicitly approv [salience=0.9]\n", - " • Only recommend hotels that include complimentary breakfast. [salience=0.85]\n", - " • Always book an aisle seat and never select a window or middle seat when booking flights for the user [salience=0.9]\n", - " • Follow this trip planning order: first check the weather, then check flights, and book the hotel las [salience=0.85]\n", - " • Never book flights that depart or arrive between midnight and 6am unless the user explicitly approve [salience=0.9]\n" - ] - } - ], + "outputs": [], "source": [ - "# Inspect the persisted derived memories across BOTH threads for this user.\n", - "for mt in (\"fact\", \"episodic\", \"procedural\"):\n", - " docs = await memory.get_memories(user_id=USER_ID, memory_types=[mt])\n", - " print(f\"\\n{mt.upper()}S ({len(docs)}):\")\n", - " for d in docs:\n", - " print(f\" • {d['content'][:100]} [salience={d.get('salience')}]\")\n" + "output = facts_result_async.get(\"output\", {})\n", + "print(f\"\\nExtracted {len(output)} fact(s):\\n\")\n", + "for fact in output:\n", + " print(f\" [{fact.get('thread_id', '')[:8]}...] user={fact.get('user_id', ''):<10} type={fact.get('type', ''):<8} {fact.get('content', '')[:]}\")" ] }, { @@ -2642,132 +659,54 @@ "id": "3ad14e69", "metadata": {}, "source": [ - "## 6. User Summary (cross-thread profile)\n", + "## 6. User Summary\n", + "\n", + "`generate_user_summary` triggers the orchestrator to aggregate memories **across all threads** for a user and produce a structured profile covering preferences, account state, compliance details, and behavioural patterns. The result is stored in Cosmos DB as a memory with `type: \"user_summary\"`.\n", "\n", - "`generate_user_summary()` aggregates memories **across all threads** for a user and produces a structured profile (preferences, account state, behavioural patterns, …). The result is stored in Cosmos DB with `type: \"user_summary\"`.\n", + "Retrieve the stored user summary at any time with `get_user_summary(user_id)` — useful for priming new conversations with user context.\n", "\n", - "Retrieve the latest stored profile at any time with `get_user_summary(user_id)`.\n" + "> **Prerequisites** are the same as sections 4 and 5 — the Functions host must be running." ] }, { "cell_type": "code", - "execution_count": 18, + "execution_count": null, "id": "cbd3806f", "metadata": { "ExecuteTime": { "end_time": "2026-04-07T22:08:37.628678Z", "start_time": "2026-04-07T22:08:29.322243Z" - }, - "execution": { - "iopub.execute_input": "2026-05-04T20:26:12.285934Z", - "iopub.status.busy": "2026-05-04T20:26:12.285802Z", - "iopub.status.idle": "2026-05-04T20:26:22.526266Z", - "shell.execute_reply": "2026-05-04T20:26:22.525613Z" } }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "LLM model=gpt-5.2-chat rejected 'temperature'; retrying without it.\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "User summary id: user_summary_user-ea5eba7a\n", - "\n", - "Content:\n", - " {\n", - " \"key_facts\": [],\n", - " \"personal_preferences\": [\n", - " \"The user prefers aisle seats for all flight bookings and explicitly does not want window or middle seats.\",\n", - " \"The user does not want flights that depart or arrive between midnight and 6am unless they explicitly approve it.\",\n", - " \"For trip planning, the user prefers the workflow: first check the weather, then check flights, and book the hotel last after everything else is confirmed.\",\n", - " \"When selecting hotels, the user only wants options that include complimentary breakfast.\",\n", - " \"The user prefers round-trip flights under $300 when set ...\n", - "\n", - "Structured profile keys: ['key_facts', 'personal_preferences', 'account_environment', 'goals_current_work', 'behavioral_patterns', 'compliance_requirements', 'open_items', 'topics']\n" - ] - } - ], + "outputs": [], "source": [ - "# Generate a user-level summary across all threads.\n", - "user_summary_doc = await memory.generate_user_summary(user_id=user_id)\n", - "print(\"User summary id:\", user_summary_doc[\"id\"])\n", - "print(\"\\nContent:\\n\", user_summary_doc[\"content\"][:600], \"...\")\n", - "print(\"\\nStructured profile keys:\", list(user_summary_doc.get(\"metadata\", {}).get(\"structured_summary\", {}).keys()))\n" + "# Generate a user summary across all threads (async)\n", + "user_summary_result = await memory.generate_user_summary(user_id=user_id_adf)\n", + "\n", + "print(\"Status:\", user_summary_result.get(\"runtimeStatus\"))\n", + "print(\"\\nUser Summary document:\")\n", + "print(json.dumps(user_summary_result.get(\"output\", {}), indent=2))" ] }, { "cell_type": "code", - "execution_count": 19, + "execution_count": null, "id": "97ddc94f", "metadata": { "ExecuteTime": { "end_time": "2026-04-07T22:08:39.653532Z", "start_time": "2026-04-07T22:08:39.229659Z" - }, - "execution": { - "iopub.execute_input": "2026-05-04T20:26:22.528078Z", - "iopub.status.busy": "2026-05-04T20:26:22.527959Z", - "iopub.status.idle": "2026-05-04T20:26:22.618478Z", - "shell.execute_reply": "2026-05-04T20:26:22.618055Z" } }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "User Summary for user-ea5eba7a\n", - "{\n", - " \"key_facts\": [],\n", - " \"personal_preferences\": [\n", - " \"The user prefers aisle seats for all flight bookings and explicitly does not want window or middle seats.\",\n", - " \"The user does not want flights that depart or arrive between midnight and 6am unless they explicitly approve it.\",\n", - " \"For trip planning, the user prefers the workflow: first check the weather, then check flights, and book the hotel last after everything else is confirmed.\",\n", - " \"When selecting hotels, the user only wants options that include complimentary breakfast.\",\n", - " \"The user prefers round-trip flights under $300 when setting flight budgets.\",\n", - " \"The user prefers hotels under $200 per night when setting lodging budgets.\",\n", - " \"When staying in Seattle, the user prefers hotels located near Pike Place Market.\"\n", - " ],\n", - " \"account_environment\": [],\n", - " \"goals_current_work\": [\n", - " \"The user is planning a weekend trip to Seattle with a goal of keeping flights under $300 round trip and hotels under $200 per night near Pike Place Market.\"\n", - " ],\n", - " \"behavioral_patterns\": [\n", - " \"The user provides clear, rule-based constraints for travel bookings and expects them to be remembered and consistently applied.\",\n", - " \"The user refines requirements mid-conversation, such as clarifying hotel budget limits.\",\n", - " \"The user repeats key travel preferences across threads to reinforce persistent booking rules.\"\n", - " ],\n", - " \"compliance_requirements\": [],\n", - " \"open_items\": [\n", - " \"No final decision has been made on whether to reserve the identified $275 round-trip Alaska Airlines flight to Seattle.\",\n", - " \"No hotel selection has been finalized between the Inn at the Market and the Hilton Garden Inn for the Seattle trip.\"\n", - " ],\n", - " \"topics\": [\n", - " \"travel\",\n", - " \"trip planning\",\n", - " \"flights\",\n", - " \"hotels\",\n", - " \"budget travel\",\n", - " \"seattle\"\n", - " ]\n", - "}\n" - ] - } - ], + "outputs": [], "source": [ "# Retrieve the stored user summary from Cosmos DB (async)\n", - "stored = await memory.get_user_summary(user_id=user_id)\n", - "if stored:\n", - " print(\"User Summary for\", user_id)\n", - " print(stored[\"content\"])\n", + "stored_summary = await memory.get_user_summary(user_id=user_id_adf)\n", + "if stored_summary:\n", + " print(\"User Summary for\", user_id_adf)\n", + " print(stored_summary[0][\"content\"])\n", "else:\n", - " print(\"No user summary found — run the generate_user_summary cell first.\")\n" + " print(\"No user summary found — run the generate_user_summary cell first.\")" ] }, { @@ -2782,61 +721,34 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": null, "id": "af4afa77", "metadata": { "ExecuteTime": { "end_time": "2026-04-07T22:08:46.028010Z", "start_time": "2026-04-07T22:08:43.195430Z" - }, - "execution": { - "iopub.execute_input": "2026-05-04T20:26:22.619506Z", - "iopub.status.busy": "2026-05-04T20:26:22.619453Z", - "iopub.status.idle": "2026-05-04T20:26:24.825313Z", - "shell.execute_reply": "2026-05-04T20:26:24.824663Z" } }, "outputs": [], "source": [ "results_search_async = await memory.search_cosmos(\n", " search_terms=\"What did the user ask about the weather?\",\n", - " user_id=USER_ID,\n", + " user_id=\"user-001\",\n", " top_k=3, hybrid_search= True\n", ")" ] }, { "cell_type": "code", - "execution_count": 21, + "execution_count": null, "id": "c0471fd4", "metadata": { "ExecuteTime": { "end_time": "2026-04-07T22:08:47.537201Z", "start_time": "2026-04-07T22:08:47.500038Z" - }, - "execution": { - "iopub.execute_input": "2026-05-04T20:26:24.827496Z", - "iopub.status.busy": "2026-05-04T20:26:24.827365Z", - "iopub.status.idle": "2026-05-04T20:26:24.830446Z", - "shell.execute_reply": "2026-05-04T20:26:24.829891Z" } }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Top 3 results:\n", - "\n", - " [summary_...] score=N/A The conversation centered on planning a weekend trip to Seat\n", - " [user_sum...] score=N/A {\n", - " \"key_facts\": [],\n", - " \"personal_preferences\": [\n", - " \"The us\n", - " [fact_023...] score=N/A The user prefers hotels located near Pike Place Market when \n" - ] - } - ], + "outputs": [], "source": [ "print(f\"Top {len(results_search_async)} results:\\n\")\n", "for r in results_search_async:\n", @@ -2844,31 +756,124 @@ " print(f\" [{r['id'][:8]}...] score={score} {r['content'][:60]}\")" ] }, + { + "cell_type": "markdown", + "id": "32078531", + "metadata": {}, + "source": [ + "### 8. Automatic Processing (Change Feed)\n", + "\n", + "\n", + "\n", + "The toolkit includes a Cosmos DB change feed trigger that automatically fires thread summaries, fact extraction, and user summaries when configurable message count thresholds are crossed.\n", + "\n", + "\n", + "\n", + "**Prerequisites:**\n", + "\n", + "- The Azure Functions host must be running (`func start`)\n", + "\n", + "- `local.settings.json` must include change feed settings:\n", + "\n", + " - `COSMOS_DB__accountEndpoint` pointing to your Cosmos account\n", + "\n", + " - `COSMOS_DB_COUNTERS_CONTAINER` set to `\"counter\"`\n", + "\n", + " - `COSMOS_DB_LEASE_CONTAINER` set to `\"leases\"`\n", + "\n", + " - At least one threshold > 0 (e.g. `THREAD_SUMMARY_EVERY_N=3`)\n", + "\n", + "- `create_memory_store()` must have provisioned the `counter` and `leases` containers in the same database\n", + "\n", + "\n", + "\n", + "The cells below write enough turns to cross the threshold, then poll for auto-generated derived memories." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "c0163c21", + "metadata": {}, + "outputs": [], + "source": [ + "# Write turns to trigger automatic processing\n", + "# Assumes THREAD_SUMMARY_EVERY_N=3 in local.settings.json\n", + "import uuid, asyncio\n", + "\n", + "changefeed_thread = str(uuid.uuid4())\n", + "print(f\"Thread ID: {changefeed_thread}\")\n", + "\n", + "for i in range(3):\n", + " await memory.add_cosmos(\n", + " user_id=\"user-001\",\n", + " thread_id=changefeed_thread,\n", + " role=\"user\",\n", + " content=f\"Change feed test message {i+1}: Tell me about vector databases.\",\n", + " )\n", + " print(f\" Wrote turn {i+1}\")\n", + "\n", + "print(\"\\nTurns written. The change feed trigger should fire within a few seconds.\")\n", + "print(\"Waiting 15 seconds for processing...\")\n", + "await asyncio.sleep(15)" + ] + }, { "cell_type": "code", - "execution_count": 22, + "execution_count": null, + "id": "54578372", + "metadata": {}, + "outputs": [], + "source": [ + "# Check for auto-generated derived memories\n", + "thread_summaries = await memory.get_memories(\n", + " user_id=\"user-001\",\n", + " thread_id=changefeed_thread,\n", + " memory_type=\"summary\",\n", + ")\n", + "if thread_summaries:\n", + " print(\"Auto-generated thread summary found!\")\n", + " for summary_doc in thread_summaries:\n", + " print(f\" [{summary_doc['id'][:20]}...] {summary_doc['content']}\")\n", + "else:\n", + " print(\"No thread summary yet — the change feed may need more time. Try re-running this cell after a few seconds.\")\n", + "\n", + "print()\n", + "\n", + "facts = await memory.get_memories(\n", + " user_id=\"user-001\",\n", + " thread_id=changefeed_thread,\n", + " memory_type=\"fact\",\n", + ")\n", + "if facts:\n", + " print(f\"Auto-extracted facts ({len(facts)}):\")\n", + " for fact_doc in facts:\n", + " print(f\" • {fact_doc['content']}\")\n", + "else:\n", + " print(\"No facts yet — check FACT_EXTRACTION_EVERY_N in local.settings.json.\")\n", + "\n", + "print()\n", + "\n", + "user_summaries = await memory.get_user_summary(user_id=\"user-001\")\n", + "if user_summaries:\n", + " print(\"Auto-generated user summary found!\")\n", + " for user_summary_doc in user_summaries:\n", + " print(f\" [{user_summary_doc['id'][:20]}...] {user_summary_doc['content']}\")\n", + "else:\n", + " print(\"No user summary yet — check USER_SUMMARY_EVERY_N in local.settings.json.\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, "id": "bb4cc8f8", "metadata": { "ExecuteTime": { "end_time": "2026-04-07T22:08:49.434405Z", "start_time": "2026-04-07T22:08:49.164046Z" - }, - "execution": { - "iopub.execute_input": "2026-05-04T20:26:24.831979Z", - "iopub.status.busy": "2026-05-04T20:26:24.831863Z", - "iopub.status.idle": "2026-05-04T20:26:24.835490Z", - "shell.execute_reply": "2026-05-04T20:26:24.834936Z" } }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Async clients closed.\n" - ] - } - ], + "outputs": [], "source": [ "# Clean up async clients when done\n", "await memory.close()\n", @@ -2892,7 +897,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.15" + "version": "3.14.0" } }, "nbformat": 4, From 41ab8b35556354ed1ae6a512c94cbfd58d34da02 Mon Sep 17 00:00:00 2001 From: James C Date: Tue, 19 May 2026 11:19:49 -0400 Subject: [PATCH 2/5] reorg of materials and docs --- README.md | 15 +- .../advanced_memory_lifecycle.py | 0 .../advanced_search_patterns.py | 0 Samples/{ => Notebooks}/Demo.ipynb | 25 +- Samples/{ => Notebooks}/Demo_async.ipynb | 523 +++++++++--------- .../{ => Notebooks}/Demo_function_app.ipynb | 0 .../Demo_function_app_async.ipynb | 4 +- .../processing_fact_extraction.py | 0 .../processing_thread_summary.py | 0 .../processing_user_profile.py | 0 .../{ => Quickstarts}/quickstart_cosmos.py | 0 Samples/{ => Quickstarts}/quickstart_local.py | 2 +- .../{ => Scenarios}/scenario_chat_memory.py | 0 .../scenario_counter_tuning.py | 0 .../scenario_customer_support.py | 0 .../scenario_memory_reconciliation.py | 0 .../{ => Scenarios}/scenario_multi_agent.py | 0 .../scenario_rag_with_memory.py | 0 .../scenario_remote_processor.py | 0 .../scenario_remote_processor_async.py | 4 +- .../scenario_tagging_and_filtering.py | 0 21 files changed, 287 insertions(+), 286 deletions(-) rename Samples/{ => Advanced}/advanced_memory_lifecycle.py (100%) rename Samples/{ => Advanced}/advanced_search_patterns.py (100%) rename Samples/{ => Notebooks}/Demo.ipynb (99%) rename Samples/{ => Notebooks}/Demo_async.ipynb (57%) rename Samples/{ => Notebooks}/Demo_function_app.ipynb (100%) rename Samples/{ => Notebooks}/Demo_function_app_async.ipynb (98%) rename Samples/{ => Processing}/processing_fact_extraction.py (100%) rename Samples/{ => Processing}/processing_thread_summary.py (100%) rename Samples/{ => Processing}/processing_user_profile.py (100%) rename Samples/{ => Quickstarts}/quickstart_cosmos.py (100%) rename Samples/{ => Quickstarts}/quickstart_local.py (96%) rename Samples/{ => Scenarios}/scenario_chat_memory.py (100%) rename Samples/{ => Scenarios}/scenario_counter_tuning.py (100%) rename Samples/{ => Scenarios}/scenario_customer_support.py (100%) rename Samples/{ => Scenarios}/scenario_memory_reconciliation.py (100%) rename Samples/{ => Scenarios}/scenario_multi_agent.py (100%) rename Samples/{ => Scenarios}/scenario_rag_with_memory.py (100%) rename Samples/{ => Scenarios}/scenario_remote_processor.py (100%) rename Samples/{ => Scenarios}/scenario_remote_processor_async.py (93%) rename Samples/{ => Scenarios}/scenario_tagging_and_filtering.py (100%) diff --git a/README.md b/README.md index cf4a158..bb5f707 100644 --- a/README.md +++ b/README.md @@ -47,7 +47,12 @@ agent_memory_toolkit/ Python library — sync API processing.py AsyncProcessingClient (internal) azure_functions/ Durable Functions — orchestrator, activities, HTTP trigger prompts/ LLM system prompts — summarize, facts, user_summary + update variants -Samples/ Demo notebooks + sample scripts +Samples/ Categorized notebooks, quickstarts, processing examples, advanced flows, and scenarios + Notebooks/ Demo notebooks + Quickstarts/ Minimal local and Cosmos DB examples + Processing/ Focused processing examples + Advanced/ Advanced lifecycle and search examples + Scenarios/ End-to-end scenario examples Docs/ Documentation — concepts, local testing, Azure deployment tests/ Unit + integration tests (pytest) ``` @@ -146,6 +151,14 @@ summary = memory.get_user_summary(user_id="user-001") --- +## Deploy Azure Resources + +The [`infra/`](infra/) folder contains the Bicep templates and Azure Developer CLI (`azd`) configuration for provisioning the toolkit's Azure resources end-to-end. It deploys Cosmos DB for NoSQL, AI Foundry model deployments, managed identity and RBAC assignments, and the Azure Function app used for Durable Functions processing. + +For deployment prerequisites, configuration options, bring-your-own-resource settings, and cleanup commands, see the [infra README](infra/README.md). + +--- + ## Azure Resources | Resource | Purpose | diff --git a/Samples/advanced_memory_lifecycle.py b/Samples/Advanced/advanced_memory_lifecycle.py similarity index 100% rename from Samples/advanced_memory_lifecycle.py rename to Samples/Advanced/advanced_memory_lifecycle.py diff --git a/Samples/advanced_search_patterns.py b/Samples/Advanced/advanced_search_patterns.py similarity index 100% rename from Samples/advanced_search_patterns.py rename to Samples/Advanced/advanced_search_patterns.py diff --git a/Samples/Demo.ipynb b/Samples/Notebooks/Demo.ipynb similarity index 99% rename from Samples/Demo.ipynb rename to Samples/Notebooks/Demo.ipynb index f98a547..d7c5c83 100644 --- a/Samples/Demo.ipynb +++ b/Samples/Notebooks/Demo.ipynb @@ -19,7 +19,7 @@ "8. **Tagging, salience & deduplication** – tag mutation, salience filter, `reconcile()`\n", "9. **Automatic processing (Change Feed)** – optional Azure Function for background processing\n", "\n", - "> 💡 **Tip:** the synchronous `CosmosMemoryClient` accepts an optional `processor=` kwarg (defaults to `InProcessProcessor`). Pass `DurableFunctionProcessor()` to delegate summarization to the sibling Azure Function app — see `Samples/scenario_remote_processor.py`.\n" + "> 💡 **Tip:** the synchronous `CosmosMemoryClient` accepts an optional `processor=` kwarg (defaults to `InProcessProcessor`). Pass `DurableFunctionProcessor()` to delegate summarization to the sibling Azure Function app — see `Samples/Scenarios/scenario_remote_processor.py`.\n" ] }, { @@ -34,7 +34,7 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": null, "id": "843cc6f6", "metadata": { "ExecuteTime": { @@ -65,43 +65,22 @@ ], "source": [ "import os, json\n", - "\n", "from dotenv import load_dotenv\n", - "\n", "from azure.identity import DefaultAzureCredential\n", "\n", - "\n", - "\n", "# Add parent directory to path so we can import the package easily\n", - "\n", "import sys\n", - "\n", "sys.path.insert(0, os.path.abspath(\"..\"))\n", - "\n", - "\n", - "\n", "from agent_memory_toolkit import CosmosMemoryClient\n", - "\n", - "\n", - "\n", "# Load environment variables from .env in the repo root\n", "\n", "load_dotenv(os.path.join(\"..\", \".env\"))\n", - "\n", - "\n", - "\n", "print(\"COSMOS_DB_ENDPOINT:\", os.getenv(\"COSMOS_DB_ENDPOINT\"))\n", - "\n", "print(\"COSMOS_DB_DATABASE:\", os.getenv(\"COSMOS_DB_DATABASE\"))\n", - "\n", "print(\"COSMOS_DB_CONTAINER:\", os.getenv(\"COSMOS_DB_CONTAINER\"))\n", - "\n", "print(\"COSMOS_DB_COUNTERS_CONTAINER:\", os.getenv(\"COSMOS_DB_COUNTERS_CONTAINER\", \"counter\"))\n", - "\n", "print(\"COSMOS_DB_LEASE_CONTAINER:\", os.getenv(\"COSMOS_DB_LEASE_CONTAINER\", \"leases\"))\n", - "\n", "print(\"COSMOS_DB_THROUGHPUT_MODE:\", os.getenv(\"COSMOS_DB_THROUGHPUT_MODE\", \"serverless\"))\n", - "\n", "print(\"COSMOS_DB_AUTOSCALE_MAX_RU:\", os.getenv(\"COSMOS_DB_AUTOSCALE_MAX_RU\", \"1000\"))" ] }, diff --git a/Samples/Demo_async.ipynb b/Samples/Notebooks/Demo_async.ipynb similarity index 57% rename from Samples/Demo_async.ipynb rename to Samples/Notebooks/Demo_async.ipynb index 8d37fa7..91bec43 100644 --- a/Samples/Demo_async.ipynb +++ b/Samples/Notebooks/Demo_async.ipynb @@ -1,47 +1,5 @@ { "cells": [ - { - "cell_type": "markdown", - "id": "c06f2661", - "metadata": {}, - "source": [ - "# Agent Memory Toolkit – Async Demo\n", - "\n", - "\n", - "\n", - "This notebook demonstrates the **async** API of the Agent Memory Toolkit via `AsyncCosmosMemoryClient`:\n", - "\n", - "\n", - "\n", - "1. [**Setup**](#1-setup) – Install dependencies and load environment variables\n", - "\n", - "2. [**Local memory operations**](#2-local-memory-operations) – `add_local`, `get_local`, `update_local`, `delete_local`\n", - "\n", - "3. [**Cosmos DB operations**](#3-cosmos-db-operations) – `add_cosmos`, `get_memories`\n", - "\n", - "4. [**Summarization**](#4-summarization) – `generate_thread_summary()` with `AsyncCosmosMemoryClient`\n", - "\n", - "5. [**Fact Extraction**](#5-fact-extraction) – `extract_facts()` with `AsyncCosmosMemoryClient`\n", - "\n", - "6. [**User Summary**](#6-user-summary) – `generate_user_summary()` and `get_user_summary()` with `AsyncCosmosMemoryClient`\n", - "\n", - "7. [**Vector search**](#7-vector-search-with-`search_cosmos`) – `search_cosmos()` with `AsyncCosmosMemoryClient`\n", - "\n", - "8. [**Automatic processing (Change Feed)**](#8-automatic-processing-change-feed) – Write turns and let the change feed trigger process them automatically\n", - "\n", - "\n", - "\n", - "> **Local hosting:** Sections 4–7 require the Azure Durable Functions host running locally via `func start` (see [local_testing.md](../Docs/local_testing.md) for setup). Section 8 additionally requires the change feed settings configured in `local.settings.json`.\n", - "\n", - ">\n", - "\n", - "> **Cosmos provisioning:** `serverless` is the default throughput mode. If you set `COSMOS_DB_THROUGHPUT_MODE=autoscale`, the toolkit applies the shared `COSMOS_DB_AUTOSCALE_MAX_RU` cap to the `memories`, `counter`, and `leases` containers created by `create_memory_store()`.\n", - "\n", - "\n", - "\n", - "> For the **sync** API (`CosmosMemoryClient`), see [Demo.ipynb](Demo.ipynb)." - ] - }, { "cell_type": "markdown", "id": "04a283f1", @@ -60,6 +18,12 @@ "ExecuteTime": { "end_time": "2026-04-07T22:06:39.082693Z", "start_time": "2026-04-07T22:06:38.712684Z" + }, + "execution": { + "iopub.execute_input": "2026-05-04T20:25:45.211452Z", + "iopub.status.busy": "2026-05-04T20:25:45.211356Z", + "iopub.status.idle": "2026-05-04T20:25:45.346501Z", + "shell.execute_reply": "2026-05-04T20:25:45.346098Z" } }, "outputs": [], @@ -67,14 +31,11 @@ "import os, json, sys\n", "from pathlib import Path\n", "sys.path.insert(0, os.path.abspath(\"..\"))\n", - "\n", "from dotenv import load_dotenv\n", "from agent_memory_toolkit.aio import AsyncCosmosMemoryClient\n", "\n", "# Load environment variables from .env in the repo root\n", - "\n", "load_dotenv(os.path.join(\"..\", \".env\"))\n", - "\n", "print(\"COSMOS_DB_ENDPOINT:\", os.getenv(\"COSMOS_DB_ENDPOINT\"))\n", "print(\"COSMOS_DB_DATABASE:\", os.getenv(\"COSMOS_DB_DATABASE\"))\n", "print(\"COSMOS_DB_CONTAINER:\", os.getenv(\"COSMOS_DB_CONTAINER\"))\n", @@ -92,14 +53,20 @@ "ExecuteTime": { "end_time": "2026-04-07T22:06:41.229355Z", "start_time": "2026-04-07T22:06:41.014359Z" + }, + "execution": { + "iopub.execute_input": "2026-05-04T20:25:45.347628Z", + "iopub.status.busy": "2026-05-04T20:25:45.347566Z", + "iopub.status.idle": "2026-05-04T20:25:45.652841Z", + "shell.execute_reply": "2026-05-04T20:25:45.652467Z" } }, "outputs": [], "source": [ "from azure.identity.aio import DefaultAzureCredential as AsyncDefaultAzureCredential\n", "\n", - "# Create an AsyncCosmosMemoryClient instance\n", - "\n", + "# Credential priority: explicit cosmos_credential > explicit cosmos_key > DefaultAzureCredential.\n", + "# Set COSMOS_DB_KEY in your .env if you don't yet have control-plane RBAC (currently in private preview).\n", "memory = AsyncCosmosMemoryClient(\n", " cosmos_endpoint=os.getenv(\"COSMOS_DB_ENDPOINT\"),\n", " cosmos_database=os.getenv(\"COSMOS_DB_DATABASE\"),\n", @@ -108,18 +75,17 @@ " cosmos_lease_container=os.getenv(\"COSMOS_DB_LEASE_CONTAINER\", \"leases\"),\n", " cosmos_throughput_mode=os.getenv(\"COSMOS_DB_THROUGHPUT_MODE\", \"serverless\"),\n", " cosmos_autoscale_max_ru=int(os.getenv(\"COSMOS_DB_AUTOSCALE_MAX_RU\", \"1000\")),\n", + " cosmos_key=os.getenv(\"COSMOS_DB_KEY\"),\n", " ai_foundry_endpoint=os.getenv(\"AI_FOUNDRY_ENDPOINT\"),\n", - " embedding_model=os.getenv(\"EMBEDDING_MODEL\", \"text-embedding-3-large\"),\n", - " adf_endpoint=os.getenv(\"ADF_ENDPOINT\", \"http://localhost:7071/api\"),\n", - " adf_key=os.getenv(\"ADF_KEY\", \"\"),\n", + " ai_foundry_api_key=os.getenv(\"AI_FOUNDRY_API_KEY\"),\n", + " embedding_deployment_name=os.getenv(\"AI_FOUNDRY_EMBEDDING_DEPLOYMENT_NAME\", \"text-embedding-3-large\"),\n", + " chat_deployment_name=os.getenv(\"AI_FOUNDRY_CHAT_DEPLOYMENT_NAME\", \"gpt-4o-mini\"),\n", " use_default_credential=True,\n", - " cosmos_credential=AsyncDefaultAzureCredential(),\n", - "\n", ")\n", "\n", "print(\"AsyncCosmosMemoryClient instance created\")\n", "print(\"Throughput mode:\", os.getenv(\"COSMOS_DB_THROUGHPUT_MODE\", \"serverless\"))\n", - "print(\"Local memory store:\", memory.local_memory)" + "print(\"Local memory store:\", memory.local_memory)\n" ] }, { @@ -150,13 +116,23 @@ "ExecuteTime": { "end_time": "2026-04-07T22:06:45.409758Z", "start_time": "2026-04-07T22:06:45.149684Z" + }, + "execution": { + "iopub.execute_input": "2026-05-04T20:25:45.653810Z", + "iopub.status.busy": "2026-05-04T20:25:45.653720Z", + "iopub.status.idle": "2026-05-04T20:25:45.655764Z", + "shell.execute_reply": "2026-05-04T20:25:45.655372Z" } }, "outputs": [], "source": [ "import uuid\n", "THREAD_ID = str(uuid.uuid4())\n", - "print(f\"Thread ID: {THREAD_ID}\\n\")" + "# Use a unique user_id per demo run so we get a clean extraction without\n", + "# inheriting facts from prior runs that would dedup new content away.\n", + "USER_ID = f\"user-{uuid.uuid4().hex[:8]}\"\n", + "print(f\"User ID: {USER_ID}\")\n", + "print(f\"Thread ID: {THREAD_ID}\\n\")\n" ] }, { @@ -167,38 +143,87 @@ "ExecuteTime": { "end_time": "2026-04-07T22:06:47.709471Z", "start_time": "2026-04-07T22:06:47.682021Z" + }, + "execution": { + "iopub.execute_input": "2026-05-04T20:25:45.656663Z", + "iopub.status.busy": "2026-05-04T20:25:45.656610Z", + "iopub.status.idle": "2026-05-04T20:25:45.660512Z", + "shell.execute_reply": "2026-05-04T20:25:45.660236Z" } }, "outputs": [], "source": [ "# Add sample conversation: weather in Seattle → booking a trip (6 turns)\n", "memory.add_local(\n", - " user_id=\"user-001\", role=\"user\", thread_id=THREAD_ID,\n", + " user_id=USER_ID, role=\"user\", thread_id=THREAD_ID,\n", " content=\"What's the weather like in Seattle this weekend?\",\n", ")\n", "memory.add_local(\n", - " user_id=\"user-001\", role=\"agent\", thread_id=THREAD_ID,\n", + " user_id=USER_ID, role=\"agent\", thread_id=THREAD_ID,\n", " content=\"This weekend Seattle will be around 55°F with partly cloudy skies on Saturday and light rain expected Sunday.\",\n", ")\n", "memory.add_local(\n", - " user_id=\"user-001\", role=\"user\", thread_id=THREAD_ID,\n", + " user_id=USER_ID, role=\"user\", thread_id=THREAD_ID,\n", " content=\"That sounds nice enough. Can you help me book a trip to Seattle for this weekend?\",\n", ")\n", "memory.add_local(\n", - " user_id=\"user-001\", role=\"agent\", thread_id=THREAD_ID,\n", + " user_id=USER_ID, role=\"agent\", thread_id=THREAD_ID,\n", " content=\"Sure! I found round-trip flights departing Friday evening and returning Sunday night. There are also several hotels in downtown Seattle with availability. Would you like me to look at specific airlines or neighborhoods?\",\n", ")\n", "memory.add_local(\n", - " user_id=\"user-001\", role=\"user\", thread_id=THREAD_ID,\n", + " user_id=USER_ID, role=\"user\", thread_id=THREAD_ID,\n", " content=\"Something near Pike Place Market would be great. And keep the flights under $300 round trip if possible.\",\n", ")\n", "memory.add_local(\n", - " user_id=\"user-001\", role=\"agent\", thread_id=THREAD_ID,\n", + " user_id=USER_ID, role=\"agent\", thread_id=THREAD_ID,\n", " content=\"I found a round-trip on Alaska Airlines for $275 and two hotel options within a 5-minute walk of Pike Place Market: the Inn at the Market ($189/night) and a Hilton Garden Inn ($145/night). Want me to reserve one of these?\",\n", ")\n", "\n", + "memory.add_local(\n", + " user_id=USER_ID, role=\"user\", thread_id=THREAD_ID,\n", + " content=\"Whenever you book a flight for me, always book an aisle seat — never a window or middle.\",\n", + ")\n", + "memory.add_local(\n", + " user_id=USER_ID, role=\"agent\", thread_id=THREAD_ID,\n", + " content=\"Got it. I'll always select an aisle seat for your bookings.\",\n", + ")\n", + "memory.add_local(\n", + " user_id=USER_ID, role=\"user\", thread_id=THREAD_ID,\n", + " content=\"For trip planning, my workflow is: first check the weather for the destination, then check flights, then book the hotel last after everything else is confirmed.\",\n", + ")\n", + "memory.add_local(\n", + " user_id=USER_ID, role=\"agent\", thread_id=THREAD_ID,\n", + " content=\"Noted — I'll follow that order: weather, then flights, then hotel.\",\n", + ")\n", + "memory.add_local(\n", + " user_id=USER_ID, role=\"user\", thread_id=THREAD_ID,\n", + " content=\"And never book me into anything that departs or arrives between midnight and 6am unless I explicitly approve it.\",\n", + ")\n", + "memory.add_local(\n", + " user_id=USER_ID, role=\"agent\", thread_id=THREAD_ID,\n", + " content=\"Will do — no overnight bookings without your explicit approval.\",\n", + ")\n", + "\n", "print(f\"Added {len(memory.local_memory)} memories\")\n", - "print(json.dumps(memory.get_local(), indent=2))" + "print(json.dumps(memory.get_local(), indent=2))\n", + "\n", + "# A second short thread of pure procedural-style instructions. Demonstrates\n", + "# that the extractor produces clean procedural items when the conversation is\n", + "# focused on rules/workflows rather than mixed with factual booking specifics.\n", + "RULES_THREAD_ID = str(uuid.uuid4())\n", + "for role, content in [\n", + " (\"user\", \"Whenever you book a flight for me, always book an aisle seat — never a window or middle.\"),\n", + " (\"agent\", \"Got it. I'll always select an aisle seat for your bookings.\"),\n", + " (\"user\", \"For trip planning, my workflow is: first check the weather, then check flights, and book the hotel last after everything else is confirmed.\"),\n", + " (\"agent\", \"Noted — I'll follow that order: weather, then flights, then hotel.\"),\n", + " (\"user\", \"Never book me into anything that departs or arrives between midnight and 6am unless I explicitly approve it.\"),\n", + " (\"agent\", \"Will do — no overnight bookings without your explicit approval.\"),\n", + " (\"user\", \"When picking a hotel, only recommend ones that include complimentary breakfast.\"),\n", + " (\"agent\", \"Understood — only hotels with complimentary breakfast.\"),\n", + "]:\n", + " memory.add_local(user_id=USER_ID, role=role, thread_id=RULES_THREAD_ID, content=content)\n", + "\n", + "print(f\"Rules thread ID: {RULES_THREAD_ID} ({sum(1 for m in memory.local_memory if m['thread_id']==RULES_THREAD_ID)} turns)\")\n" ] }, { @@ -217,6 +242,12 @@ "ExecuteTime": { "end_time": "2026-04-07T22:06:50.682868Z", "start_time": "2026-04-07T22:06:50.661470Z" + }, + "execution": { + "iopub.execute_input": "2026-05-04T20:25:45.661416Z", + "iopub.status.busy": "2026-05-04T20:25:45.661371Z", + "iopub.status.idle": "2026-05-04T20:25:45.663639Z", + "shell.execute_reply": "2026-05-04T20:25:45.663296Z" } }, "outputs": [], @@ -226,7 +257,7 @@ "print(f\"Total memories: {len(all_memories)}\\n\")\n", "\n", "# Filter by user_id\n", - "user1_memories = memory.get_local(user_id=\"user-001\")\n", + "user1_memories = memory.get_local(user_id=USER_ID)\n", "print(f\"Memories for user-001: {len(user1_memories)}\")\n", "\n", "# Filter by role\n", @@ -236,13 +267,13 @@ " print(f\" [{m['id'][:8]}...] {m['content'][:60]}\")\n", "\n", "# Filter by type\n", - "facts = memory.get_local(memory_type=\"fact\")\n", + "facts = memory.get_local(memory_types=[\"fact\"])\n", "print(f\"\\nFact memories: {len(facts)}\")\n", "for m in facts:\n", " print(f\" [{m['id'][:8]}...] {m['content']}\")\n", "\n", "# Combine filters: user-001 + agent role\n", - "user1_agent = memory.get_local(user_id=\"user-001\", role=\"agent\")\n", + "user1_agent = memory.get_local(user_id=USER_ID, role=\"agent\")\n", "print(f\"\\nAgent memories for user-001: {len(user1_agent)}\")" ] }, @@ -262,6 +293,12 @@ "ExecuteTime": { "end_time": "2026-04-07T22:06:53.605394Z", "start_time": "2026-04-07T22:06:53.576655Z" + }, + "execution": { + "iopub.execute_input": "2026-05-04T20:25:45.664504Z", + "iopub.status.busy": "2026-05-04T20:25:45.664457Z", + "iopub.status.idle": "2026-05-04T20:25:45.666846Z", + "shell.execute_reply": "2026-05-04T20:25:45.666497Z" } }, "outputs": [], @@ -310,6 +347,12 @@ "ExecuteTime": { "end_time": "2026-04-07T22:06:58.478498Z", "start_time": "2026-04-07T22:06:57.474753Z" + }, + "execution": { + "iopub.execute_input": "2026-05-04T20:25:45.667704Z", + "iopub.status.busy": "2026-05-04T20:25:45.667661Z", + "iopub.status.idle": "2026-05-04T20:25:46.372667Z", + "shell.execute_reply": "2026-05-04T20:25:46.371834Z" } }, "outputs": [], @@ -332,7 +375,14 @@ "cell_type": "code", "execution_count": null, "id": "b7d0939d", - "metadata": {}, + "metadata": { + "execution": { + "iopub.execute_input": "2026-05-04T20:25:46.375244Z", + "iopub.status.busy": "2026-05-04T20:25:46.375091Z", + "iopub.status.idle": "2026-05-04T20:25:46.627003Z", + "shell.execute_reply": "2026-05-04T20:25:46.626193Z" + } + }, "outputs": [], "source": [ "await memory.connect_cosmos()" @@ -346,6 +396,12 @@ "ExecuteTime": { "end_time": "2026-04-07T22:07:08.081103Z", "start_time": "2026-04-07T22:07:07.860764Z" + }, + "execution": { + "iopub.execute_input": "2026-05-04T20:25:46.629264Z", + "iopub.status.busy": "2026-05-04T20:25:46.629134Z", + "iopub.status.idle": "2026-05-04T20:25:47.111769Z", + "shell.execute_reply": "2026-05-04T20:25:47.111092Z" } }, "outputs": [], @@ -406,12 +462,18 @@ "ExecuteTime": { "end_time": "2026-04-07T22:07:11.561128Z", "start_time": "2026-04-07T22:07:11.474440Z" + }, + "execution": { + "iopub.execute_input": "2026-05-04T20:25:47.113447Z", + "iopub.status.busy": "2026-05-04T20:25:47.113322Z", + "iopub.status.idle": "2026-05-04T20:25:47.262048Z", + "shell.execute_reply": "2026-05-04T20:25:47.260997Z" } }, "outputs": [], "source": [ "# Get all memories for user-001\n", - "results = await memory.get_memories(user_id=\"user-001\")\n", + "results = await memory.get_memories(user_id=USER_ID)\n", "print(f\"Memories for user-001: {len(results)}\\n\")\n", "for r in results:\n", " print(f\" [{r['thread_id'][:8]}...] [{r['id'][:8]}...] role={r['role']:<6} type={r['type']:<8} {r['content'][:50]}\")\n", @@ -441,12 +503,18 @@ "ExecuteTime": { "end_time": "2026-04-07T22:07:16.784062Z", "start_time": "2026-04-07T22:07:16.651689Z" + }, + "execution": { + "iopub.execute_input": "2026-05-04T20:25:47.264618Z", + "iopub.status.busy": "2026-05-04T20:25:47.264449Z", + "iopub.status.idle": "2026-05-04T20:25:47.395572Z", + "shell.execute_reply": "2026-05-04T20:25:47.394909Z" } }, "outputs": [], "source": [ "# Update the user's budget message to add a hotel budget constraint\n", - "user_msgs = await memory.get_memories(user_id=\"user-001\", role=\"user\")\n", + "user_msgs = await memory.get_memories(user_id=USER_ID, role=\"user\")\n", "target = [m for m in user_msgs if \"Pike Place\" in m[\"content\"]][0]\n", "print(f\"Before: {target['content']}\\n\")\n", "\n", @@ -468,6 +536,12 @@ "ExecuteTime": { "end_time": "2026-04-07T22:07:36.933417Z", "start_time": "2026-04-07T22:07:36.641107Z" + }, + "execution": { + "iopub.execute_input": "2026-05-04T20:25:47.397837Z", + "iopub.status.busy": "2026-05-04T20:25:47.397690Z", + "iopub.status.idle": "2026-05-04T20:25:50.012907Z", + "shell.execute_reply": "2026-05-04T20:25:50.012517Z" } }, "outputs": [], @@ -508,33 +582,33 @@ "ExecuteTime": { "end_time": "2026-04-07T22:07:40.340577Z", "start_time": "2026-04-07T22:07:40.138825Z" + }, + "execution": { + "iopub.execute_input": "2026-05-04T20:25:50.014174Z", + "iopub.status.busy": "2026-05-04T20:25:50.014096Z", + "iopub.status.idle": "2026-05-04T20:25:50.246063Z", + "shell.execute_reply": "2026-05-04T20:25:50.245174Z" } }, "outputs": [], "source": [ - "# Pick a thread_id from an existing memory in Cosmos DB\n", - "sample = await memory.get_memories(user_id=\"user-001\")\n", - "if sample:\n", - " thread_id = sample[0][\"thread_id\"]\n", - " print(f\"Using thread_id: {thread_id}\\n\")\n", - "\n", - " # Get all documents in the thread\n", - " thread_all = await memory.get_thread(thread_id=thread_id)\n", - " print(f\"All memories in thread: {len(thread_all)}\")\n", - " for m in thread_all:\n", - " print(f\" [{m['thread_id'][:8]}...] [{m['id'][:8]}...] role={m['role']:<6} type={m['type']:<8} {m['content'][:60]}\")\n", - "\n", - " # Get only the 2 most recent documents\n", - " thread_recent = await memory.get_thread(thread_id=thread_id, recent_k=2)\n", - " print(f\"\\nMost recent 2 memories:\")\n", - " for m in thread_recent:\n", - " print(f\" [{m['thread_id'][:8]}...] [{m['id'][:8]}...] role={m['role']:<6} type={m['type']:<8} {m['content'][:60]}\")\n", - "\n", - " # Filter by user_id as well\n", - " thread_user = await memory.get_thread(thread_id=thread_id, user_id=\"user-001\")\n", - " print(f\"\\nThread memories for user-001: {len(thread_user)}\")\n", - "else:\n", - " print(\"No memories found in Cosmos DB – run the async add_cosmos cells first.\")" + "# Use the CURRENT seed thread (from cell 5) so we operate on the data we just wrote.\n", + "thread_id = THREAD_ID\n", + "print(f\"Using thread_id: {thread_id}\\n\")\n", + "\n", + "# Get all documents in the thread\n", + "thread_all = await memory.get_thread(thread_id=thread_id)\n", + "print(f\"All memories in thread: {len(thread_all)}\")\n", + "for m in thread_all:\n", + " print(f\" [{m['thread_id'][:8]}...] [{m['id'][:8]}...] role={m.get('role','?'):6} type={m['type']:8} {m['content'][:60]}\")\n", + "\n", + "recent = await memory.get_thread(thread_id=thread_id, recent_k=2)\n", + "print(f\"\\nMost recent 2 memories:\")\n", + "for m in recent:\n", + " print(f\" [{m['thread_id'][:8]}...] [{m['id'][:8]}...] role={m.get('role','?'):6} type={m['type']:8} {m['content'][:60]}\")\n", + "\n", + "thread_user = await memory.get_thread(thread_id=thread_id, user_id=USER_ID)\n", + "print(f\"\\nThread memories for {USER_ID}: {len(thread_user)}\")\n" ] }, { @@ -542,28 +616,11 @@ "id": "06a9f99d", "metadata": {}, "source": [ - "## 4. Thread Summary\n", + "## 4. Thread Summary (in-process)\n", "\n", - "`AsyncCosmosMemoryClient.generate_thread_summary()` uses **aiohttp** to trigger the Azure Durable Function orchestrator and poll for completion without blocking the event loop.\n", + "`AsyncCosmosMemoryClient.generate_thread_summary()` runs the summarisation pipeline **in-process** — no Azure Functions required. The async client uses the AI Foundry async openai client and the async Cosmos SDK, so calls don't block the event loop.\n", "\n", - "> **Prerequisites** are the same as the sync demo (section 4) \\u2014 the Functions host must be running locally (or deployed)." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "b9e757d2", - "metadata": { - "ExecuteTime": { - "end_time": "2026-04-07T22:07:44.060405Z", - "start_time": "2026-04-07T22:07:44.037198Z" - } - }, - "outputs": [], - "source": [ - "# Verify ADF endpoint is configured (set in the Setup cell above)\n", - "print(f\"ADF endpoint: {memory.adf_endpoint}\")\n", - "print(f\"ADF key set: {bool(memory.adf_key)}\")" + "If a prior summary exists, the call performs an **incremental update** that preserves the metadata-tracked `source_count`.\n" ] }, { @@ -574,22 +631,21 @@ "ExecuteTime": { "end_time": "2026-04-07T22:08:08.478793Z", "start_time": "2026-04-07T22:07:45.385054Z" + }, + "execution": { + "iopub.execute_input": "2026-05-04T20:25:50.247941Z", + "iopub.status.busy": "2026-05-04T20:25:50.247791Z", + "iopub.status.idle": "2026-05-04T20:26:03.871259Z", + "shell.execute_reply": "2026-05-04T20:26:03.870396Z" } }, "outputs": [], "source": [ + "thread_id = THREAD_ID\n", + "user_id = USER_ID\n", + "print(f\"Summarizing thread_id={thread_id} user_id={user_id}\\n\")\n", "\n", - "# Pick a thread_id + user_id from existing Cosmos data\n", - "sample_adf_async = await memory.get_memories(user_id=\"user-001\")\n", - "if not sample_adf_async:\n", - " raise RuntimeError(\"No memories for user-001 in Cosmos DB. Run the add_cosmos cells first.\")\n", - "\n", - "thread_id_adf = sample_adf_async[0][\"thread_id\"]\n", - "user_id_adf = sample_adf_async[0][\"user_id\"]\n", - "print(f\"Summarizing thread_id={thread_id_adf} user_id={user_id_adf}\\n\")\n", - "\n", - "# Call generate_thread_summary (all memories in the thread)\n", - "result_async = await memory.generate_thread_summary(user_id=user_id_adf, thread_id=thread_id_adf)" + "summary_doc = await memory.generate_thread_summary(user_id=user_id, thread_id=thread_id)\n" ] }, { @@ -600,13 +656,21 @@ "ExecuteTime": { "end_time": "2026-04-07T22:08:13.446032Z", "start_time": "2026-04-07T22:08:13.390800Z" + }, + "execution": { + "iopub.execute_input": "2026-05-04T20:26:03.875835Z", + "iopub.status.busy": "2026-05-04T20:26:03.875663Z", + "iopub.status.idle": "2026-05-04T20:26:03.879262Z", + "shell.execute_reply": "2026-05-04T20:26:03.878646Z" } }, "outputs": [], "source": [ - "print(\"Status:\", result_async.get(\"runtimeStatus\"))\n", - "print(\"\\nSummary document:\")\n", - "print(json.dumps(result_async.get(\"output\", {}), indent=2))" + "print(\"Summary document:\")\n", + "print(f\" id: {summary_doc['id']}\")\n", + "print(f\" content: {summary_doc['content'][:200]}...\")\n", + "print(f\" source_count: {summary_doc.get('metadata', {}).get('source_count')}\")\n", + "print(f\" embedding length: {len(summary_doc.get('embedding', []))}\")\n" ] }, { @@ -614,10 +678,17 @@ "id": "3cd2e4f8", "metadata": {}, "source": [ - "## 5. Fact Extraction\n", - "`extract_facts` triggers the same orchestrator but calls the **extract_facts** activity instead of generate_thread_summary. The LLM extracts discrete factual statements from the thread and stores them in Cosmos DB as a memory with `type: \"fact\"`.\n", + "## 5. Memory Extraction (facts + episodic + procedural)\n", + "\n", + "`extract_memories()` runs a single LLM call that produces three structured memory types:\n", + "\n", + "| Type | Description |\n", + "|--------------|--------------------------------------------------------------------------|\n", + "| `fact` | Stable, atomic facts about the user. |\n", + "| `episodic` | Discrete past events the user described. |\n", + "| `procedural` | How-to guidance the agent should follow. |\n", "\n", - "> **Prerequisites** are the same as section 4 — the Functions host must be running." + "Each derived memory is embedded and stored in Cosmos DB with auto-generated tags and a salience score.\n" ] }, { @@ -628,12 +699,22 @@ "ExecuteTime": { "end_time": "2026-04-07T22:08:23.444563Z", "start_time": "2026-04-07T22:08:17.255145Z" + }, + "execution": { + "iopub.execute_input": "2026-05-04T20:26:03.881644Z", + "iopub.status.busy": "2026-05-04T20:26:03.881553Z", + "iopub.status.idle": "2026-05-04T20:26:11.858903Z", + "shell.execute_reply": "2026-05-04T20:26:11.857972Z" } }, "outputs": [], "source": [ - "# Extract facts from the same thread (async)\n", - "facts_result_async = await memory.extract_facts(user_id=user_id_adf, thread_id=thread_id_adf)" + "# Extract memories from both the SEED and the pure-procedural RULES thread.\n", + "result_main = await memory.extract_memories(user_id=USER_ID, thread_id=THREAD_ID)\n", + "print(\"Seed thread extraction:\", result_main)\n", + "\n", + "result_rules = await memory.extract_memories(user_id=USER_ID, thread_id=RULES_THREAD_ID)\n", + "print(\"Rules thread extraction:\", result_rules)\n" ] }, { @@ -644,14 +725,22 @@ "ExecuteTime": { "end_time": "2026-04-07T22:08:26.904418Z", "start_time": "2026-04-07T22:08:26.587707Z" + }, + "execution": { + "iopub.execute_input": "2026-05-04T20:26:11.861697Z", + "iopub.status.busy": "2026-05-04T20:26:11.861551Z", + "iopub.status.idle": "2026-05-04T20:26:12.283813Z", + "shell.execute_reply": "2026-05-04T20:26:12.283042Z" } }, "outputs": [], "source": [ - "output = facts_result_async.get(\"output\", {})\n", - "print(f\"\\nExtracted {len(output)} fact(s):\\n\")\n", - "for fact in output:\n", - " print(f\" [{fact.get('thread_id', '')[:8]}...] user={fact.get('user_id', ''):<10} type={fact.get('type', ''):<8} {fact.get('content', '')[:]}\")" + "# Inspect the persisted derived memories across BOTH threads for this user.\n", + "for mt in (\"fact\", \"episodic\", \"procedural\"):\n", + " docs = await memory.get_memories(user_id=USER_ID, memory_types=[mt])\n", + " print(f\"\\n{mt.upper()}S ({len(docs)}):\")\n", + " for d in docs:\n", + " print(f\" • {d['content'][:100]} [salience={d.get('salience')}]\")\n" ] }, { @@ -659,13 +748,11 @@ "id": "3ad14e69", "metadata": {}, "source": [ - "## 6. User Summary\n", - "\n", - "`generate_user_summary` triggers the orchestrator to aggregate memories **across all threads** for a user and produce a structured profile covering preferences, account state, compliance details, and behavioural patterns. The result is stored in Cosmos DB as a memory with `type: \"user_summary\"`.\n", + "## 6. User Summary (cross-thread profile)\n", "\n", - "Retrieve the stored user summary at any time with `get_user_summary(user_id)` — useful for priming new conversations with user context.\n", + "`generate_user_summary()` aggregates memories **across all threads** for a user and produces a structured profile (preferences, account state, behavioural patterns, …). The result is stored in Cosmos DB with `type: \"user_summary\"`.\n", "\n", - "> **Prerequisites** are the same as sections 4 and 5 — the Functions host must be running." + "Retrieve the latest stored profile at any time with `get_user_summary(user_id)`.\n" ] }, { @@ -676,16 +763,21 @@ "ExecuteTime": { "end_time": "2026-04-07T22:08:37.628678Z", "start_time": "2026-04-07T22:08:29.322243Z" + }, + "execution": { + "iopub.execute_input": "2026-05-04T20:26:12.285934Z", + "iopub.status.busy": "2026-05-04T20:26:12.285802Z", + "iopub.status.idle": "2026-05-04T20:26:22.526266Z", + "shell.execute_reply": "2026-05-04T20:26:22.525613Z" } }, "outputs": [], "source": [ - "# Generate a user summary across all threads (async)\n", - "user_summary_result = await memory.generate_user_summary(user_id=user_id_adf)\n", - "\n", - "print(\"Status:\", user_summary_result.get(\"runtimeStatus\"))\n", - "print(\"\\nUser Summary document:\")\n", - "print(json.dumps(user_summary_result.get(\"output\", {}), indent=2))" + "# Generate a user-level summary across all threads.\n", + "user_summary_doc = await memory.generate_user_summary(user_id=user_id)\n", + "print(\"User summary id:\", user_summary_doc[\"id\"])\n", + "print(\"\\nContent:\\n\", user_summary_doc[\"content\"][:600], \"...\")\n", + "print(\"\\nStructured profile keys:\", list(user_summary_doc.get(\"metadata\", {}).get(\"structured_summary\", {}).keys()))\n" ] }, { @@ -696,17 +788,23 @@ "ExecuteTime": { "end_time": "2026-04-07T22:08:39.653532Z", "start_time": "2026-04-07T22:08:39.229659Z" + }, + "execution": { + "iopub.execute_input": "2026-05-04T20:26:22.528078Z", + "iopub.status.busy": "2026-05-04T20:26:22.527959Z", + "iopub.status.idle": "2026-05-04T20:26:22.618478Z", + "shell.execute_reply": "2026-05-04T20:26:22.618055Z" } }, "outputs": [], "source": [ "# Retrieve the stored user summary from Cosmos DB (async)\n", - "stored_summary = await memory.get_user_summary(user_id=user_id_adf)\n", - "if stored_summary:\n", - " print(\"User Summary for\", user_id_adf)\n", - " print(stored_summary[0][\"content\"])\n", + "stored = await memory.get_user_summary(user_id=user_id)\n", + "if stored:\n", + " print(\"User Summary for\", user_id)\n", + " print(stored[\"content\"])\n", "else:\n", - " print(\"No user summary found — run the generate_user_summary cell first.\")" + " print(\"No user summary found — run the generate_user_summary cell first.\")\n" ] }, { @@ -727,13 +825,19 @@ "ExecuteTime": { "end_time": "2026-04-07T22:08:46.028010Z", "start_time": "2026-04-07T22:08:43.195430Z" + }, + "execution": { + "iopub.execute_input": "2026-05-04T20:26:22.619506Z", + "iopub.status.busy": "2026-05-04T20:26:22.619453Z", + "iopub.status.idle": "2026-05-04T20:26:24.825313Z", + "shell.execute_reply": "2026-05-04T20:26:24.824663Z" } }, "outputs": [], "source": [ "results_search_async = await memory.search_cosmos(\n", " search_terms=\"What did the user ask about the weather?\",\n", - " user_id=\"user-001\",\n", + " user_id=USER_ID,\n", " top_k=3, hybrid_search= True\n", ")" ] @@ -746,6 +850,12 @@ "ExecuteTime": { "end_time": "2026-04-07T22:08:47.537201Z", "start_time": "2026-04-07T22:08:47.500038Z" + }, + "execution": { + "iopub.execute_input": "2026-05-04T20:26:24.827496Z", + "iopub.status.busy": "2026-05-04T20:26:24.827365Z", + "iopub.status.idle": "2026-05-04T20:26:24.830446Z", + "shell.execute_reply": "2026-05-04T20:26:24.829891Z" } }, "outputs": [], @@ -756,113 +866,6 @@ " print(f\" [{r['id'][:8]}...] score={score} {r['content'][:60]}\")" ] }, - { - "cell_type": "markdown", - "id": "32078531", - "metadata": {}, - "source": [ - "### 8. Automatic Processing (Change Feed)\n", - "\n", - "\n", - "\n", - "The toolkit includes a Cosmos DB change feed trigger that automatically fires thread summaries, fact extraction, and user summaries when configurable message count thresholds are crossed.\n", - "\n", - "\n", - "\n", - "**Prerequisites:**\n", - "\n", - "- The Azure Functions host must be running (`func start`)\n", - "\n", - "- `local.settings.json` must include change feed settings:\n", - "\n", - " - `COSMOS_DB__accountEndpoint` pointing to your Cosmos account\n", - "\n", - " - `COSMOS_DB_COUNTERS_CONTAINER` set to `\"counter\"`\n", - "\n", - " - `COSMOS_DB_LEASE_CONTAINER` set to `\"leases\"`\n", - "\n", - " - At least one threshold > 0 (e.g. `THREAD_SUMMARY_EVERY_N=3`)\n", - "\n", - "- `create_memory_store()` must have provisioned the `counter` and `leases` containers in the same database\n", - "\n", - "\n", - "\n", - "The cells below write enough turns to cross the threshold, then poll for auto-generated derived memories." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "c0163c21", - "metadata": {}, - "outputs": [], - "source": [ - "# Write turns to trigger automatic processing\n", - "# Assumes THREAD_SUMMARY_EVERY_N=3 in local.settings.json\n", - "import uuid, asyncio\n", - "\n", - "changefeed_thread = str(uuid.uuid4())\n", - "print(f\"Thread ID: {changefeed_thread}\")\n", - "\n", - "for i in range(3):\n", - " await memory.add_cosmos(\n", - " user_id=\"user-001\",\n", - " thread_id=changefeed_thread,\n", - " role=\"user\",\n", - " content=f\"Change feed test message {i+1}: Tell me about vector databases.\",\n", - " )\n", - " print(f\" Wrote turn {i+1}\")\n", - "\n", - "print(\"\\nTurns written. The change feed trigger should fire within a few seconds.\")\n", - "print(\"Waiting 15 seconds for processing...\")\n", - "await asyncio.sleep(15)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "54578372", - "metadata": {}, - "outputs": [], - "source": [ - "# Check for auto-generated derived memories\n", - "thread_summaries = await memory.get_memories(\n", - " user_id=\"user-001\",\n", - " thread_id=changefeed_thread,\n", - " memory_type=\"summary\",\n", - ")\n", - "if thread_summaries:\n", - " print(\"Auto-generated thread summary found!\")\n", - " for summary_doc in thread_summaries:\n", - " print(f\" [{summary_doc['id'][:20]}...] {summary_doc['content']}\")\n", - "else:\n", - " print(\"No thread summary yet — the change feed may need more time. Try re-running this cell after a few seconds.\")\n", - "\n", - "print()\n", - "\n", - "facts = await memory.get_memories(\n", - " user_id=\"user-001\",\n", - " thread_id=changefeed_thread,\n", - " memory_type=\"fact\",\n", - ")\n", - "if facts:\n", - " print(f\"Auto-extracted facts ({len(facts)}):\")\n", - " for fact_doc in facts:\n", - " print(f\" • {fact_doc['content']}\")\n", - "else:\n", - " print(\"No facts yet — check FACT_EXTRACTION_EVERY_N in local.settings.json.\")\n", - "\n", - "print()\n", - "\n", - "user_summaries = await memory.get_user_summary(user_id=\"user-001\")\n", - "if user_summaries:\n", - " print(\"Auto-generated user summary found!\")\n", - " for user_summary_doc in user_summaries:\n", - " print(f\" [{user_summary_doc['id'][:20]}...] {user_summary_doc['content']}\")\n", - "else:\n", - " print(\"No user summary yet — check USER_SUMMARY_EVERY_N in local.settings.json.\")" - ] - }, { "cell_type": "code", "execution_count": null, @@ -871,6 +874,12 @@ "ExecuteTime": { "end_time": "2026-04-07T22:08:49.434405Z", "start_time": "2026-04-07T22:08:49.164046Z" + }, + "execution": { + "iopub.execute_input": "2026-05-04T20:26:24.831979Z", + "iopub.status.busy": "2026-05-04T20:26:24.831863Z", + "iopub.status.idle": "2026-05-04T20:26:24.835490Z", + "shell.execute_reply": "2026-05-04T20:26:24.834936Z" } }, "outputs": [], diff --git a/Samples/Demo_function_app.ipynb b/Samples/Notebooks/Demo_function_app.ipynb similarity index 100% rename from Samples/Demo_function_app.ipynb rename to Samples/Notebooks/Demo_function_app.ipynb diff --git a/Samples/Demo_function_app_async.ipynb b/Samples/Notebooks/Demo_function_app_async.ipynb similarity index 98% rename from Samples/Demo_function_app_async.ipynb rename to Samples/Notebooks/Demo_function_app_async.ipynb index 37a2a56..38244d9 100644 --- a/Samples/Demo_function_app_async.ipynb +++ b/Samples/Notebooks/Demo_function_app_async.ipynb @@ -7,11 +7,11 @@ "source": [ "# Agent Memory Toolkit – Function App (Remote Processor) Demo (async)\n", "\n", - "Async variant of `Demo_function_app.ipynb`. Wires `AsyncDurableFunctionProcessor` to\n", + "Async variant of `Samples/Notebooks/Demo_function_app.ipynb`. Wires `AsyncDurableFunctionProcessor` to\n", "`AsyncCosmosMemoryClient` so the SDK only writes raw turns and the deployed sibling Azure Function\n", "App handles all summarisation / fact-extraction asynchronously.\n", "\n", - "See `Demo_function_app.ipynb` for the full pattern explanation." + "See `Samples/Notebooks/Demo_function_app.ipynb` for the full pattern explanation." ] }, { diff --git a/Samples/processing_fact_extraction.py b/Samples/Processing/processing_fact_extraction.py similarity index 100% rename from Samples/processing_fact_extraction.py rename to Samples/Processing/processing_fact_extraction.py diff --git a/Samples/processing_thread_summary.py b/Samples/Processing/processing_thread_summary.py similarity index 100% rename from Samples/processing_thread_summary.py rename to Samples/Processing/processing_thread_summary.py diff --git a/Samples/processing_user_profile.py b/Samples/Processing/processing_user_profile.py similarity index 100% rename from Samples/processing_user_profile.py rename to Samples/Processing/processing_user_profile.py diff --git a/Samples/quickstart_cosmos.py b/Samples/Quickstarts/quickstart_cosmos.py similarity index 100% rename from Samples/quickstart_cosmos.py rename to Samples/Quickstarts/quickstart_cosmos.py diff --git a/Samples/quickstart_local.py b/Samples/Quickstarts/quickstart_local.py similarity index 96% rename from Samples/quickstart_local.py rename to Samples/Quickstarts/quickstart_local.py index c52ab09..9d61924 100644 --- a/Samples/quickstart_local.py +++ b/Samples/Quickstarts/quickstart_local.py @@ -1,7 +1,7 @@ """Quickstart: local-only CosmosMemoryClient demo (no cloud credentials needed). Run with: - python Samples/quickstart_local.py + python Samples/Quickstarts/quickstart_local.py """ from agent_memory_toolkit import CosmosMemoryClient diff --git a/Samples/scenario_chat_memory.py b/Samples/Scenarios/scenario_chat_memory.py similarity index 100% rename from Samples/scenario_chat_memory.py rename to Samples/Scenarios/scenario_chat_memory.py diff --git a/Samples/scenario_counter_tuning.py b/Samples/Scenarios/scenario_counter_tuning.py similarity index 100% rename from Samples/scenario_counter_tuning.py rename to Samples/Scenarios/scenario_counter_tuning.py diff --git a/Samples/scenario_customer_support.py b/Samples/Scenarios/scenario_customer_support.py similarity index 100% rename from Samples/scenario_customer_support.py rename to Samples/Scenarios/scenario_customer_support.py diff --git a/Samples/scenario_memory_reconciliation.py b/Samples/Scenarios/scenario_memory_reconciliation.py similarity index 100% rename from Samples/scenario_memory_reconciliation.py rename to Samples/Scenarios/scenario_memory_reconciliation.py diff --git a/Samples/scenario_multi_agent.py b/Samples/Scenarios/scenario_multi_agent.py similarity index 100% rename from Samples/scenario_multi_agent.py rename to Samples/Scenarios/scenario_multi_agent.py diff --git a/Samples/scenario_rag_with_memory.py b/Samples/Scenarios/scenario_rag_with_memory.py similarity index 100% rename from Samples/scenario_rag_with_memory.py rename to Samples/Scenarios/scenario_rag_with_memory.py diff --git a/Samples/scenario_remote_processor.py b/Samples/Scenarios/scenario_remote_processor.py similarity index 100% rename from Samples/scenario_remote_processor.py rename to Samples/Scenarios/scenario_remote_processor.py diff --git a/Samples/scenario_remote_processor_async.py b/Samples/Scenarios/scenario_remote_processor_async.py similarity index 93% rename from Samples/scenario_remote_processor_async.py rename to Samples/Scenarios/scenario_remote_processor_async.py index 9d15302..cc6d5aa 100644 --- a/Samples/scenario_remote_processor_async.py +++ b/Samples/Scenarios/scenario_remote_processor_async.py @@ -1,10 +1,10 @@ -"""Async variant of :mod:`scenario_remote_processor`. +"""Async variant of ``Samples/Scenarios/scenario_remote_processor.py``. Wires :class:`AsyncDurableFunctionProcessor` to the :class:`AsyncCosmosMemoryClient` so the SDK only writes raw turns and the sibling Azure Function app handles summarization via the Cosmos change feed. -See ``scenario_remote_processor.py`` for the prerequisites and behavior notes. +See ``Samples/Scenarios/scenario_remote_processor.py`` for the prerequisites and behavior notes. """ from __future__ import annotations diff --git a/Samples/scenario_tagging_and_filtering.py b/Samples/Scenarios/scenario_tagging_and_filtering.py similarity index 100% rename from Samples/scenario_tagging_and_filtering.py rename to Samples/Scenarios/scenario_tagging_and_filtering.py From aefb5676d7369bcb94f0af4889b435fcf10b7e7d Mon Sep 17 00:00:00 2001 From: James C Date: Tue, 19 May 2026 11:30:52 -0400 Subject: [PATCH 3/5] fixed accidental removal of README.md content --- README.md | 269 ++++++++++++++++++++++++++++++++++++++++++------------ 1 file changed, 212 insertions(+), 57 deletions(-) diff --git a/README.md b/README.md index bb5f707..f9473f6 100644 --- a/README.md +++ b/README.md @@ -59,7 +59,7 @@ tests/ Unit + integration tests (pytest) --- -## Quick Start +## Quickstart ### 1. Install @@ -70,92 +70,102 @@ pip install . pip install ".[dev]" ``` -### 2. Local-only (no Azure) +### 2. Provision Azure resources -```python -import uuid -from agent_memory_toolkit import CosmosMemoryClient +The toolkit needs a Cosmos DB account, an Azure OpenAI / AI Foundry deployment, and (optionally for the remote processor) an Azure Function app. Pick whichever path matches your situation: + +**Option A — One-command provision (`azd up`).** Creates everything from scratch — Cosmos + AI Foundry + Function app (Flex Consumption, idle cost ≈ $0) + UAMI + RBAC — and writes a working `.env` to `.azure//.env`: + +```bash +# Prereqs: az + azd installed; subscription with quota for gpt-4o-mini +# and text-embedding-3-large in your chosen region (default: eastus2, +# also supported: swedencentral, westus3). -memory = CosmosMemoryClient(use_default_credential=False) -thread_id = str(uuid.uuid4()) -memory.add_local(user_id="user-001", role="user", thread_id=thread_id, content="Hello world") -print(memory.get_local()) +az login +azd auth login + +azd env new memorytoolkit-dev +# Optional: pin a region other than eastus2 +# azd env set AZURE_LOCATION swedencentral + +azd up +# ~10 min later: Cosmos account + AI Foundry account + 2 model deployments +# (gpt-4o-mini, text-embedding-3-large) + UAMI + RBAC + Function app +# are provisioned. Outputs are written to .azure/memorytoolkit-dev/.env ``` -### 3. With Cosmos DB + Azure OpenAI +The Function app is always provisioned but only used when you opt into `DurableFunctionProcessor` — it sits idle (and bills nothing) for in-process workloads. + +Load the generated env vars and you're ready to use the SDK: ```bash -cp .env.template .env # fill in endpoint values +set -a && . ./.azure/memorytoolkit-dev/.env && set +a ``` +To tear everything down later: `azd down --purge` (the `--purge` flag skips Cosmos / AI Foundry soft-delete so names are immediately reusable). + +**Option B — Bring your own resources.** If you already have a Cosmos DB account and an AI Foundry / Azure OpenAI deployment, copy the env template and fill in the endpoints: + +```bash +cp .env.template .env +# edit COSMOS_DB_ENDPOINT, AI_FOUNDRY_ENDPOINT, AI_FOUNDRY_EMBEDDING_DEPLOYMENT_NAME, AI_FOUNDRY_CHAT_DEPLOYMENT_NAME +``` + +You can also point `azd up` at existing resources via `azd env set USE_EXISTING_COSMOS true` / `USE_EXISTING_AI_FOUNDRY true` (full BYOR flag list in `infra/README.md`). + +> For the Durable Function app counter-trigger settings, Bicep module reference, and RBAC scopes — see **[`infra/README.md`](infra/README.md)**. + +### 3. Use the SDK + ```python import os, uuid from dotenv import load_dotenv -from azure.identity import DefaultAzureCredential from agent_memory_toolkit import CosmosMemoryClient load_dotenv() memory = CosmosMemoryClient( - cosmos_endpoint=os.getenv("COSMOS_DB_ENDPOINT"), - cosmos_database=os.getenv("COSMOS_DB_DATABASE"), - cosmos_container=os.getenv("COSMOS_DB_CONTAINER"), - cosmos_counter_container=os.getenv("COSMOS_DB_COUNTERS_CONTAINER", "counter"), - cosmos_lease_container=os.getenv("COSMOS_DB_LEASE_CONTAINER", "leases"), - cosmos_throughput_mode=os.getenv("COSMOS_DB_THROUGHPUT_MODE", "serverless"), - cosmos_autoscale_max_ru=int(os.getenv("COSMOS_DB_AUTOSCALE_MAX_RU", "1000")), - ai_foundry_endpoint=os.getenv("AI_FOUNDRY_ENDPOINT"), - embedding_model=os.getenv("EMBEDDING_MODEL", "text-embedding-3-large"), - adf_endpoint=os.getenv("ADF_ENDPOINT", "http://localhost:7071/api"), - adf_key=os.getenv("ADF_KEY", ""), + cosmos_endpoint=os.environ["COSMOS_DB_ENDPOINT"], + cosmos_database=os.getenv("COSMOS_DB_DATABASE", "ai_memory"), + cosmos_container=os.getenv("COSMOS_DB_CONTAINER", "memories"), + ai_foundry_endpoint=os.environ["AI_FOUNDRY_ENDPOINT"], + embedding_deployment_name=os.getenv("AI_FOUNDRY_EMBEDDING_DEPLOYMENT_NAME", "text-embedding-3-large"), + chat_deployment_name=os.getenv("AI_FOUNDRY_CHAT_DEPLOYMENT_NAME", "gpt-4o-mini"), use_default_credential=True, - cosmos_credential=DefaultAzureCredential(), + # processor=InProcessProcessor() # implicit default ) -# Constructor auto-creates the database and required containers if they don't exist. -# `serverless` is the default throughput mode. Set `COSMOS_DB_THROUGHPUT_MODE=autoscale` -# to provision memories, counter, and lease containers with a shared autoscale RU cap. - -# Add directly to Cosmos -thread_id = str(uuid.uuid4()) -memory.add_cosmos(user_id="user-001", role="user", thread_id=thread_id, content="Stored in Cosmos") -print(memory.get_memories(user_id="user-001", thread_id=thread_id)) - -# Or add locally first, then bulk-upload -memory.add_local(user_id="user-001", role="agent", thread_id=thread_id, content="Response text") -memory.push_to_cosmos() -``` +memory.connect_cosmos() # auto-creates database + containers if missing -### 4. Durable Function operations +USER, THREAD = "user-001", str(uuid.uuid4()) -These require the Azure Durable Functions host. See [local_testing.md](Docs/local_testing.md) for setup. - -```python -# Thread summary (incremental — merges with existing if present) -result = memory.generate_thread_summary(user_id="user-001", thread_id=thread_id, recent_k=5) +# Add raw turns to a conversation +memory.add_cosmos(user_id=USER, thread_id=THREAD, role="user", content="I love Cosmos DB.") +memory.add_cosmos(user_id=USER, thread_id=THREAD, role="assistant", content="It is fantastic.") -# Fact extraction -result = memory.extract_facts(user_id="user-001", thread_id=thread_id) +# Run the processing pipeline (thread summary + fact extraction + user summary) +memory.process_now(user_id=USER, thread_id=THREAD) -# User summary (incremental — cross-thread profile) -result = memory.generate_user_summary(user_id="user-001") +# Search semantically across the stored memory +hits = memory.search_cosmos(user_id=USER, query_text="Cosmos DB preferences", top=5) +for h in hits: + print(h["memory_type"], "-", h["content"][:80]) -# Retrieve stored user summary -summary = memory.get_user_summary(user_id="user-001") +# Retrieve the cross-thread user profile +print(memory.get_user_summary(user_id=USER)) ``` -> The async API (`AsyncCosmosMemoryClient`) is identical — just `await` each call. Import from the `aio` subpackage: -> +> Async API is identical — just `await` each call: > ```python > from agent_memory_toolkit.aio import AsyncCosmosMemoryClient > ``` ---- - -## Deploy Azure Resources +### 4. Run a sample -The [`infra/`](infra/) folder contains the Bicep templates and Azure Developer CLI (`azd`) configuration for provisioning the toolkit's Azure resources end-to-end. It deploys Cosmos DB for NoSQL, AI Foundry model deployments, managed identity and RBAC assignments, and the Azure Function app used for Durable Functions processing. +```bash +python Samples/quickstart_cosmos.py +``` -For deployment prerequisites, configuration options, bring-your-own-resource settings, and cleanup commands, see the [infra README](infra/README.md). +See [`Samples/`](Samples/) for end-to-end scenarios (chat memory, RAG, multi-agent, customer support, remote processor). --- @@ -173,6 +183,148 @@ All services use **Entra ID** auth via `DefaultAzureCredential`. --- +## Concepts in 60 seconds + +| Concept | What it is | API | +|---|---|---| +| **Turn** | One message (user or assistant) — the raw conversation atom | `add_cosmos(...)`, `add_local(...)` | +| **Thread summary** | LLM-generated, incrementally updated rollup of a single thread | `generate_thread_summary(...)` | +| **Fact** | Discrete, independently searchable assertion extracted from turns | `extract_memories(...)` | +| **Procedural** | Behavioral rule / instruction the user wants followed | `extract_memories(...)` | +| **Episodic** | Past situation → action → outcome experience (90-day TTL) | `extract_memories(...)` | +| **User summary** | Cross-thread profile of what's known about a user | `generate_user_summary(...)`, `get_user_summary(...)` | +| **Search** | Vector + full-text + filter; returns any of the above | `search_cosmos(...)` | +| **Process now** | Run the full pipeline (summary → facts → user profile) for recent turns | `process_now(...)`, `process_now_and_wait(...)` | + +All memory kinds live in the same Cosmos container, partitioned by `(user_id, thread_id)`, distinguished by a `type` discriminator. + +### Memory Type Taxonomy + +The `extract_memories` pipeline classifies each item it pulls from the conversation into one of four buckets. Every memory carries a top-level `confidence` (0.0–1.0) so retrieval can suppress weakly-grounded extractions. + +| Bucket | Meaning | Storage type | TTL | +|---|---|---|---| +| Fact | Declarative knowledge ("user prefers dark mode") | `type="fact"` | none | +| Procedural | Behavioral rule ("always confirm before deleting") | `type="procedural"` | none | +| Episodic | Past experience: situation → action → outcome | `type="episodic"` | 90 days | +| Unclassified | Item worth keeping but the LLM couldn't confidently classify | `type="fact"` + tag `sys:unclassified` | none | + +#### Confidence Scale + +| Range | Meaning | +|---|---| +| 0.9–1.0 | Directly stated and unambiguous | +| 0.7–0.9 | Clearly implied, no contradicting evidence | +| 0.5–0.7 | Inferred from context — plausible but not explicit | +| < 0.5 | Should be in `unclassified` instead | + +Filter at retrieval time: + +```python +results = memory.search_cosmos("user preferences", user_id="u1", min_confidence=0.7) +high_conf_facts = memory.get_memories(user_id="u1", memory_types=["fact"], min_confidence=0.7) +``` + +### Memory Reconciliation + +`reconcile(user_id, n=50)` (on the public client; underlying pipeline method is `ProcessingPipeline.reconcile_memories`) collapses paraphrased duplicates and resolves semantic contradictions in a single LLM pass over the N most-recent active facts. Both outcomes soft-delete the loser with a `supersede_reason` of `"duplicate"` or `"contradiction"`. See [Docs/concepts.md](Docs/concepts.md#memory-reconciliation) for details. + +> **Cost note.** Each reconciliation makes one LLM call covering up to `n` facts (default 50, hard cap 500). With auto-trigger, this fires every `FACT_EXTRACTION_EVERY_N × DEDUP_EVERY_N` turns per user, with `n` taken from `DEDUP_POOL_SIZE`. The previous cosine-cluster pre-filter was removed deliberately — it could not catch semantic contradictions like "vegetarian" vs "ribeye steak" — so the LLM is now invoked whenever there are ≥ 2 active facts. To bound LLM cost more tightly: raise `DEDUP_EVERY_N` (lower frequency — reconcile fires every Nth extraction, so a *higher* N means *less often*), lower `DEDUP_POOL_SIZE` (smaller per-call pool), or override `n` per call when invoking `reconcile()` directly. + +| New `MemoryRecord` field | Meaning | +|---|---| +| `content_hash` | SHA-256 of normalized content; enables write-time exact-dedup short-circuit | +| `supersede_reason` | `"duplicate"` or `"contradiction"` (None for live records) | +| `superseded_at` | ISO timestamp when the supersede happened (None for live records) | +| `superseded_by` | Id of the record that replaced this one (existing field) | + +### Auto-trigger (per-turn extraction) + +By default, the **InProcess processor** runs each pipeline step independently as its own threshold trips inside `push_to_cosmos()`: + +| Env var | Default | Step that fires | Async behavior | +|---|---|---|---| +| `FACT_EXTRACTION_EVERY_N` | `1` (every turn) | `process_extract_memories` | scheduled via `asyncio.create_task` | +| `DEDUP_EVERY_N` | `5` | `process_reconcile` (fires every Nth extract → effectively every `FACT_EXTRACTION_EVERY_N × DEDUP_EVERY_N` turns) | scheduled via `asyncio.create_task` | +| `DEDUP_POOL_SIZE` | `50` | pool size (`n`) passed to `process_reconcile` from the auto-trigger; hard-capped at `500` | n/a (per-call) | +| `THREAD_SUMMARY_EVERY_N` | `10` | `process_thread_summary` | scheduled via `asyncio.create_task` | +| `USER_SUMMARY_EVERY_N` | `20` | `process_user_summary` | scheduled via `asyncio.create_task` | + +Each `*_EVERY_N=0` disables only that step. Dedup is gated independently of extract because cross-thread dedup is dramatically more expensive than per-thread extract (it reads every active fact for the user) — running it on every extract slammed AI Foundry. The Durable backend uses the same defaults via the change-feed function app (the function-app `azd` deploy bumps `FACT_EXTRACTION_EVERY_N` to `5` since the FA path is intended for higher-volume workloads). Calling `process_now()` is normally redundant — it remains as an explicit "process now" hook for tests, manual workflows, and operators who set every threshold to `0`. + +The async client (`AsyncCosmosMemoryClient.push_to_cosmos`) does **not** await the auto-trigger; it schedules it as a background `asyncio.Task` so the write call returns as soon as the Cosmos upserts complete. Background failures are surfaced via `logger.warning` (search for `"Background auto-trigger task failed"`). + +#### Backend exclusivity (`MEMORY_PROCESSOR_OWNER`) + +Both the SDK auto-trigger and the function-app change-feed processor write into the same `counter` container. If you accidentally point an `InProcessProcessor` at a Cosmos container that already has a function app attached, both backends will run the pipeline on the same writes — double extraction, double dedup, double counters. + +Set the env var on **both sides** to make ownership explicit: + +| `MEMORY_PROCESSOR_OWNER` | SDK behavior | Function-app behavior | +|---|---|---| +| _unset_ (default) | runs auto-trigger | runs orchestrator (today's behavior) | +| `inprocess` | runs auto-trigger | change-feed trigger skips batch + logs | +| `durable` | auto-trigger logs warning + skips | runs orchestrator | + +The default (unset) preserves backward compatibility. For any production deployment we recommend setting it on both sides so a misconfiguration produces a loud log line instead of silent double-work. + +> **Advisory, not enforced.** `MEMORY_PROCESSOR_OWNER` is operator-configured exclusivity, not a server-side lock. Each backend reads its own env var; if the SDK is set to `inprocess` but the FA forgets to set `durable` (or vice versa), both still run. As a backstop, every counter write stamps `last_owner=` on the doc — when the SDK observes a counter previously written by `durable` (or vice versa), it logs a one-shot `WARN` so misconfiguration surfaces in logs without spamming. Treat this as a configuration audit signal, not a hard guarantee. + +--- + +## Two processor flavors + +Pick at construction time via the `processor=` kwarg. + +| | `InProcessProcessor` (default) | `DurableFunctionProcessor` | +|---|---|---| +| Infra | None — just `pip install` | Sibling Azure Function app | +| Best for | Prototypes, low TPS, single-agent | Fleet / multi-agent / high TPS | +| `process_now()` | Synchronous, returns when done | No-op (work runs async on change feed) | +| `process_now_and_wait()` | Returns immediately after flush | Polls until summary visible (RU-costly; tests/demos) | + +```python +from agent_memory_toolkit import CosmosMemoryClient, DurableFunctionProcessor + +memory = CosmosMemoryClient(..., processor=DurableFunctionProcessor()) +``` + +`DurableFunctionProcessor` is a thin marker — there is no SDK→Function HTTP call. The SDK just writes turns; the deployed Function app picks them up via the Cosmos change feed. Counter-based trigger configuration and Bicep module reference live in [`infra/README.md`](infra/README.md). + +--- + +## Public API reference + +| Symbol | Module | Purpose | +|---|---|---| +| `CosmosMemoryClient` | `agent_memory_toolkit` | Sync client — local CRUD, Cosmos DB I/O, processing | +| `AsyncCosmosMemoryClient` | `agent_memory_toolkit.aio` | Async mirror | +| `MemoryProcessor` | `agent_memory_toolkit` | Protocol that any processor backend implements | +| `InProcessProcessor` | `agent_memory_toolkit` | Default backend — runs the pipeline in-process | +| `DurableFunctionProcessor` | `agent_memory_toolkit` | Marker backend — work runs in sibling Function app via change feed | +| `client.process_now()` | — | Run the pipeline for recent turns (in-process) or no-op (remote) | +| `client.process_now_and_wait()` | — | Opt-in poll until processing completes; useful for tests/demos with the remote backend | +| `MemoryRecord`, `MemoryType`, `Role` | `agent_memory_toolkit` | Pydantic models / enums | + +Async equivalents (`AsyncInProcessProcessor`, `AsyncDurableFunctionProcessor`) live in `agent_memory_toolkit.aio`. + +--- + +## Project structure + +``` +agent_memory_toolkit/ Python SDK (sync + aio mirror) + processors/ MemoryProcessor Protocol + InProcess/Durable backends +function_app/ Sibling Azure Durable Function app +infra/ Bicep modules + main.bicep for `azd up` +azure.yaml `azd` config — provisions Cosmos + AI Foundry + Function app +Samples/ Demo notebooks + sample scripts +Docs/ Conceptual + operational docs +tests/ Unit + integration tests (pytest) +``` + +--- + ## Documentation - **[concepts.md](Docs/concepts.md)** — Memory types, threads, roles, embeddings, processing pipeline @@ -181,4 +333,7 @@ All services use **Entra ID** auth via `DefaultAzureCredential`. - **[azure_testing.md](Docs/azure_testing.md)** — Azure deployment, RBAC, cloud validation - **[troubleshooting.md](Docs/troubleshooting.md)** — Common setup, auth, Cosmos DB, Durable Functions, search, and change feed failure modes ---- \ No newline at end of file +--- + +## Trademark notice +Trademarks This project may contain trademarks or logos for projects, products, or services. Authorized use of Microsoft trademarks or logos is subject to and must follow Microsoft’s Trademark & Brand Guidelines. Use of Microsoft trademarks or logos in modified versions of this project must not cause confusion or imply Microsoft sponsorship. Any use of third-party trademarks or logos are subject to those third-party’s policies. From 1ebd31447e963f5d34611d18b42518e2d702bf2f Mon Sep 17 00:00:00 2001 From: James C Date: Tue, 19 May 2026 11:31:44 -0400 Subject: [PATCH 4/5] removed redundant content --- README.md | 29 ----------------------------- 1 file changed, 29 deletions(-) diff --git a/README.md b/README.md index f9473f6..262e361 100644 --- a/README.md +++ b/README.md @@ -30,35 +30,6 @@ Agent Memory Toolkit is a Python library and Azure-backed reference implementati --- -## Project Structure - -``` -agent_memory_toolkit/ Python library — sync API - cosmos_memory_client.py CosmosMemoryClient — local CRUD, Cosmos DB, embeddings, processing - embeddings.py EmbeddingsClient — Azure OpenAI embeddings (internal) - processing.py ProcessingClient — Durable Functions polling (internal) - models.py Pydantic data models (MemoryRecord, enums) - exceptions.py Custom exception hierarchy - _query_builder.py Shared query builder (private) - _utils.py Shared helpers (private) - aio/ Async API (mirrors azure.cosmos.aio convention) - cosmos_memory_client.py AsyncCosmosMemoryClient - embeddings.py AsyncEmbeddingsClient (internal) - processing.py AsyncProcessingClient (internal) -azure_functions/ Durable Functions — orchestrator, activities, HTTP trigger - prompts/ LLM system prompts — summarize, facts, user_summary + update variants -Samples/ Categorized notebooks, quickstarts, processing examples, advanced flows, and scenarios - Notebooks/ Demo notebooks - Quickstarts/ Minimal local and Cosmos DB examples - Processing/ Focused processing examples - Advanced/ Advanced lifecycle and search examples - Scenarios/ End-to-end scenario examples -Docs/ Documentation — concepts, local testing, Azure deployment -tests/ Unit + integration tests (pytest) -``` - ---- - ## Quickstart ### 1. Install From af535bc75ed007055c8384572e38eebc83391427 Mon Sep 17 00:00:00 2001 From: James C Date: Tue, 19 May 2026 13:04:43 -0400 Subject: [PATCH 5/5] fixes --- README.md | 2 +- Samples/Notebooks/Demo_async.ipynb | 577 ++++++++++++++++-- agent_memory_toolkit/prompts/dedup.prompty | 9 +- .../prompts/extract_memories.prompty | 9 +- .../prompts/summarize.prompty | 9 +- .../prompts/summarize_update.prompty | 9 +- .../prompts/user_summary.prompty | 9 +- .../prompts/user_summary_update.prompty | 9 +- 8 files changed, 556 insertions(+), 77 deletions(-) diff --git a/README.md b/README.md index 262e361..48ad3c0 100644 --- a/README.md +++ b/README.md @@ -10,7 +10,7 @@ Agent Memory Toolkit is a Python library and Azure-backed reference implementation for storing, retrieving, and transforming agent memories over time. It combines a simple SDK for local and Cosmos DB operations with Durable Functions pipelines that generate thread summaries, extract facts, and build cross-thread user profiles. The toolkit also supports automatic processing via a Cosmos DB change feed trigger that fires these pipelines in the background when configurable message count thresholds are crossed. The toolkit is designed for agent applications that need both raw conversation history and higher-value derived memory that can be searched semantically later. It provides matching sync (`CosmosMemoryClient`) and async (`AsyncCosmosMemoryClient`) APIs so the same memory model can be used in scripts, services, notebooks, and larger agent systems. -![Agent Memory Toolkit overview](overview.png) +![Agent Memory Toolkit overview](Overview.png) --- diff --git a/Samples/Notebooks/Demo_async.ipynb b/Samples/Notebooks/Demo_async.ipynb index 91bec43..5875b2d 100644 --- a/Samples/Notebooks/Demo_async.ipynb +++ b/Samples/Notebooks/Demo_async.ipynb @@ -12,7 +12,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 20, "id": "15434fb9", "metadata": { "ExecuteTime": { @@ -26,28 +26,63 @@ "shell.execute_reply": "2026-05-04T20:25:45.346098Z" } }, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Loaded .env: /Users/jcodella/github/AgentMemoryToolkit/.env\n", + "COSMOS_DB_ENDPOINT host: cosmos-db-demos.documents.azure.com:443\n", + "COSMOS_DB_DATABASE: ai_memory\n", + "COSMOS_DB_CONTAINER: memories\n", + "COSMOS_DB_COUNTERS_CONTAINER: counter\n", + "COSMOS_DB_LEASE_CONTAINER: leases\n", + "COSMOS_DB_THROUGHPUT_MODE: serverless\n", + "COSMOS_DB_AUTOSCALE_MAX_RU: 1000\n", + "AI_FOUNDRY_ENDPOINT host: jacodel-test.openai.azure.com\n", + "AI_FOUNDRY_CHAT_DEPLOYMENT_NAME: gpt-4o-mini\n" + ] + } + ], "source": [ "import os, json, sys\n", "from pathlib import Path\n", - "sys.path.insert(0, os.path.abspath(\"..\"))\n", + "from urllib.parse import urlparse\n", "from dotenv import load_dotenv\n", "from agent_memory_toolkit.aio import AsyncCosmosMemoryClient\n", "\n", - "# Load environment variables from .env in the repo root\n", - "load_dotenv(os.path.join(\"..\", \".env\"))\n", - "print(\"COSMOS_DB_ENDPOINT:\", os.getenv(\"COSMOS_DB_ENDPOINT\"))\n", + "# Find the repo root from either the notebook folder or the current kernel cwd.\n", + "candidates = [Path.cwd(), *Path.cwd().parents]\n", + "repo_root = next(path for path in candidates if (path / \"pyproject.toml\").exists())\n", + "sys.path.insert(0, str(repo_root))\n", + "\n", + "# Load environment variables from .env in the repo root.\n", + "env_path = repo_root / \".env\"\n", + "if not env_path.exists():\n", + " raise FileNotFoundError(f\"Missing {env_path}. Copy .env.template to .env and fill in your Azure values.\")\n", + "load_dotenv(env_path, override=True)\n", + "\n", + "def _host(value: str | None) -> str:\n", + " if not value:\n", + " return \"\"\n", + " parsed = urlparse(value)\n", + " return parsed.netloc or value\n", + "\n", + "print(\"Loaded .env:\", env_path)\n", + "print(\"COSMOS_DB_ENDPOINT host:\", _host(os.getenv(\"COSMOS_DB_ENDPOINT\")))\n", "print(\"COSMOS_DB_DATABASE:\", os.getenv(\"COSMOS_DB_DATABASE\"))\n", "print(\"COSMOS_DB_CONTAINER:\", os.getenv(\"COSMOS_DB_CONTAINER\"))\n", "print(\"COSMOS_DB_COUNTERS_CONTAINER:\", os.getenv(\"COSMOS_DB_COUNTERS_CONTAINER\", \"counter\"))\n", "print(\"COSMOS_DB_LEASE_CONTAINER:\", os.getenv(\"COSMOS_DB_LEASE_CONTAINER\", \"leases\"))\n", "print(\"COSMOS_DB_THROUGHPUT_MODE:\", os.getenv(\"COSMOS_DB_THROUGHPUT_MODE\", \"serverless\"))\n", - "print(\"COSMOS_DB_AUTOSCALE_MAX_RU:\", os.getenv(\"COSMOS_DB_AUTOSCALE_MAX_RU\", \"1000\"))" + "print(\"COSMOS_DB_AUTOSCALE_MAX_RU:\", os.getenv(\"COSMOS_DB_AUTOSCALE_MAX_RU\", \"1000\"))\n", + "print(\"AI_FOUNDRY_ENDPOINT host:\", _host(os.getenv(\"AI_FOUNDRY_ENDPOINT\")))\n", + "print(\"AI_FOUNDRY_CHAT_DEPLOYMENT_NAME:\", os.getenv(\"AI_FOUNDRY_CHAT_DEPLOYMENT_NAME\", \"gpt-4o-mini\"))" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 21, "id": "75bf151787e8aaa2", "metadata": { "ExecuteTime": { @@ -61,10 +96,36 @@ "shell.execute_reply": "2026-05-04T20:25:45.652467Z" } }, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "AsyncCosmosMemoryClient instance created\n", + "Throughput mode: serverless\n", + "AI Foundry host: jacodel-test.openai.azure.com\n", + "Chat deployment: gpt-4o-mini\n", + "Local memory store: []\n" + ] + } + ], "source": [ "from azure.identity.aio import DefaultAzureCredential as AsyncDefaultAzureCredential\n", "\n", + "required_env = [\n", + " \"COSMOS_DB_ENDPOINT\",\n", + " \"COSMOS_DB_DATABASE\",\n", + " \"COSMOS_DB_CONTAINER\",\n", + " \"AI_FOUNDRY_ENDPOINT\",\n", + "]\n", + "missing = [name for name in required_env if not os.getenv(name)]\n", + "if missing:\n", + " raise ValueError(f\"Missing required environment variables: {', '.join(missing)}\")\n", + "\n", + "ai_endpoint_host = urlparse(os.environ[\"AI_FOUNDRY_ENDPOINT\"]).netloc\n", + "if not ai_endpoint_host or \"<\" in ai_endpoint_host or \">\" in ai_endpoint_host:\n", + " raise ValueError(\"AI_FOUNDRY_ENDPOINT must be a real Azure OpenAI endpoint, not the .env.template placeholder.\")\n", + "\n", "# Credential priority: explicit cosmos_credential > explicit cosmos_key > DefaultAzureCredential.\n", "# Set COSMOS_DB_KEY in your .env if you don't yet have control-plane RBAC (currently in private preview).\n", "memory = AsyncCosmosMemoryClient(\n", @@ -85,7 +146,9 @@ "\n", "print(\"AsyncCosmosMemoryClient instance created\")\n", "print(\"Throughput mode:\", os.getenv(\"COSMOS_DB_THROUGHPUT_MODE\", \"serverless\"))\n", - "print(\"Local memory store:\", memory.local_memory)\n" + "print(\"AI Foundry host:\", ai_endpoint_host)\n", + "print(\"Chat deployment:\", os.getenv(\"AI_FOUNDRY_CHAT_DEPLOYMENT_NAME\", \"gpt-4o-mini\"))\n", + "print(\"Local memory store:\", memory.local_memory)" ] }, { @@ -110,7 +173,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 3, "id": "5619b2ed", "metadata": { "ExecuteTime": { @@ -124,7 +187,17 @@ "shell.execute_reply": "2026-05-04T20:25:45.655372Z" } }, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "User ID: user-c1c219f9\n", + "Thread ID: 14987669-804b-4e38-ae6d-9299e76403c0\n", + "\n" + ] + } + ], "source": [ "import uuid\n", "THREAD_ID = str(uuid.uuid4())\n", @@ -137,7 +210,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 4, "id": "5ce1b88c", "metadata": { "ExecuteTime": { @@ -151,7 +224,162 @@ "shell.execute_reply": "2026-05-04T20:25:45.660236Z" } }, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Added 12 memories\n", + "[\n", + " {\n", + " \"id\": \"66f1525d-1728-4822-9456-07a1b45df0e0\",\n", + " \"user_id\": \"user-c1c219f9\",\n", + " \"thread_id\": \"14987669-804b-4e38-ae6d-9299e76403c0\",\n", + " \"role\": \"user\",\n", + " \"type\": \"turn\",\n", + " \"content\": \"What's the weather like in Seattle this weekend?\",\n", + " \"metadata\": {},\n", + " \"created_at\": \"2026-05-19T17:00:22.388274+00:00\",\n", + " \"tags\": [],\n", + " \"ttl\": 2592000\n", + " },\n", + " {\n", + " \"id\": \"cc0ba15b-4228-43c0-b659-a1ca4f9783e0\",\n", + " \"user_id\": \"user-c1c219f9\",\n", + " \"thread_id\": \"14987669-804b-4e38-ae6d-9299e76403c0\",\n", + " \"role\": \"agent\",\n", + " \"type\": \"turn\",\n", + " \"content\": \"This weekend Seattle will be around 55\\u00b0F with partly cloudy skies on Saturday and light rain expected Sunday.\",\n", + " \"metadata\": {},\n", + " \"created_at\": \"2026-05-19T17:00:22.388331+00:00\",\n", + " \"tags\": [],\n", + " \"ttl\": 2592000\n", + " },\n", + " {\n", + " \"id\": \"49aec190-5f31-46b6-b940-f6fa03173b1d\",\n", + " \"user_id\": \"user-c1c219f9\",\n", + " \"thread_id\": \"14987669-804b-4e38-ae6d-9299e76403c0\",\n", + " \"role\": \"user\",\n", + " \"type\": \"turn\",\n", + " \"content\": \"That sounds nice enough. Can you help me book a trip to Seattle for this weekend?\",\n", + " \"metadata\": {},\n", + " \"created_at\": \"2026-05-19T17:00:22.388367+00:00\",\n", + " \"tags\": [],\n", + " \"ttl\": 2592000\n", + " },\n", + " {\n", + " \"id\": \"ea7f6099-f2d8-4624-846a-8c9072718bdb\",\n", + " \"user_id\": \"user-c1c219f9\",\n", + " \"thread_id\": \"14987669-804b-4e38-ae6d-9299e76403c0\",\n", + " \"role\": \"agent\",\n", + " \"type\": \"turn\",\n", + " \"content\": \"Sure! I found round-trip flights departing Friday evening and returning Sunday night. There are also several hotels in downtown Seattle with availability. Would you like me to look at specific airlines or neighborhoods?\",\n", + " \"metadata\": {},\n", + " \"created_at\": \"2026-05-19T17:00:22.388397+00:00\",\n", + " \"tags\": [],\n", + " \"ttl\": 2592000\n", + " },\n", + " {\n", + " \"id\": \"5946bd03-a444-4100-9502-ead01906d4a2\",\n", + " \"user_id\": \"user-c1c219f9\",\n", + " \"thread_id\": \"14987669-804b-4e38-ae6d-9299e76403c0\",\n", + " \"role\": \"user\",\n", + " \"type\": \"turn\",\n", + " \"content\": \"Something near Pike Place Market would be great. And keep the flights under $300 round trip if possible.\",\n", + " \"metadata\": {},\n", + " \"created_at\": \"2026-05-19T17:00:22.388423+00:00\",\n", + " \"tags\": [],\n", + " \"ttl\": 2592000\n", + " },\n", + " {\n", + " \"id\": \"6f1be223-f9b4-4a09-ab59-32e936a8374e\",\n", + " \"user_id\": \"user-c1c219f9\",\n", + " \"thread_id\": \"14987669-804b-4e38-ae6d-9299e76403c0\",\n", + " \"role\": \"agent\",\n", + " \"type\": \"turn\",\n", + " \"content\": \"I found a round-trip on Alaska Airlines for $275 and two hotel options within a 5-minute walk of Pike Place Market: the Inn at the Market ($189/night) and a Hilton Garden Inn ($145/night). Want me to reserve one of these?\",\n", + " \"metadata\": {},\n", + " \"created_at\": \"2026-05-19T17:00:22.388449+00:00\",\n", + " \"tags\": [],\n", + " \"ttl\": 2592000\n", + " },\n", + " {\n", + " \"id\": \"388855db-2392-48b1-abb6-694971686e4d\",\n", + " \"user_id\": \"user-c1c219f9\",\n", + " \"thread_id\": \"14987669-804b-4e38-ae6d-9299e76403c0\",\n", + " \"role\": \"user\",\n", + " \"type\": \"turn\",\n", + " \"content\": \"Whenever you book a flight for me, always book an aisle seat \\u2014 never a window or middle.\",\n", + " \"metadata\": {},\n", + " \"created_at\": \"2026-05-19T17:00:22.388474+00:00\",\n", + " \"tags\": [],\n", + " \"ttl\": 2592000\n", + " },\n", + " {\n", + " \"id\": \"b0ccab7e-acaa-4dce-b192-aea044ebb553\",\n", + " \"user_id\": \"user-c1c219f9\",\n", + " \"thread_id\": \"14987669-804b-4e38-ae6d-9299e76403c0\",\n", + " \"role\": \"agent\",\n", + " \"type\": \"turn\",\n", + " \"content\": \"Got it. I'll always select an aisle seat for your bookings.\",\n", + " \"metadata\": {},\n", + " \"created_at\": \"2026-05-19T17:00:22.388499+00:00\",\n", + " \"tags\": [],\n", + " \"ttl\": 2592000\n", + " },\n", + " {\n", + " \"id\": \"2d4d2743-c938-4e4d-ab58-64466c548a3e\",\n", + " \"user_id\": \"user-c1c219f9\",\n", + " \"thread_id\": \"14987669-804b-4e38-ae6d-9299e76403c0\",\n", + " \"role\": \"user\",\n", + " \"type\": \"turn\",\n", + " \"content\": \"For trip planning, my workflow is: first check the weather for the destination, then check flights, then book the hotel last after everything else is confirmed.\",\n", + " \"metadata\": {},\n", + " \"created_at\": \"2026-05-19T17:00:22.388524+00:00\",\n", + " \"tags\": [],\n", + " \"ttl\": 2592000\n", + " },\n", + " {\n", + " \"id\": \"6ce24c22-2b58-4f04-87f6-6c1ddd5a61da\",\n", + " \"user_id\": \"user-c1c219f9\",\n", + " \"thread_id\": \"14987669-804b-4e38-ae6d-9299e76403c0\",\n", + " \"role\": \"agent\",\n", + " \"type\": \"turn\",\n", + " \"content\": \"Noted \\u2014 I'll follow that order: weather, then flights, then hotel.\",\n", + " \"metadata\": {},\n", + " \"created_at\": \"2026-05-19T17:00:22.388549+00:00\",\n", + " \"tags\": [],\n", + " \"ttl\": 2592000\n", + " },\n", + " {\n", + " \"id\": \"48f0d817-d8d8-4e6d-8d97-b118881506ec\",\n", + " \"user_id\": \"user-c1c219f9\",\n", + " \"thread_id\": \"14987669-804b-4e38-ae6d-9299e76403c0\",\n", + " \"role\": \"user\",\n", + " \"type\": \"turn\",\n", + " \"content\": \"And never book me into anything that departs or arrives between midnight and 6am unless I explicitly approve it.\",\n", + " \"metadata\": {},\n", + " \"created_at\": \"2026-05-19T17:00:22.388573+00:00\",\n", + " \"tags\": [],\n", + " \"ttl\": 2592000\n", + " },\n", + " {\n", + " \"id\": \"d1323f4d-5db3-4f02-b3f8-9ade955b0177\",\n", + " \"user_id\": \"user-c1c219f9\",\n", + " \"thread_id\": \"14987669-804b-4e38-ae6d-9299e76403c0\",\n", + " \"role\": \"agent\",\n", + " \"type\": \"turn\",\n", + " \"content\": \"Will do \\u2014 no overnight bookings without your explicit approval.\",\n", + " \"metadata\": {},\n", + " \"created_at\": \"2026-05-19T17:00:22.388598+00:00\",\n", + " \"tags\": [],\n", + " \"ttl\": 2592000\n", + " }\n", + "]\n", + "Rules thread ID: 42ce68be-b686-4d91-8ea9-8ed5cfe94cf7 (8 turns)\n" + ] + } + ], "source": [ "# Add sample conversation: weather in Seattle → booking a trip (6 turns)\n", "memory.add_local(\n", @@ -236,7 +464,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 5, "id": "942e3714", "metadata": { "ExecuteTime": { @@ -250,7 +478,32 @@ "shell.execute_reply": "2026-05-04T20:25:45.663296Z" } }, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Total memories: 20\n", + "\n", + "Memories for user-001: 20\n", + "Tool memories: 10\n", + " [cc0ba15b...] This weekend Seattle will be around 55°F with partly cloudy \n", + " [ea7f6099...] Sure! I found round-trip flights departing Friday evening an\n", + " [6f1be223...] I found a round-trip on Alaska Airlines for $275 and two hot\n", + " [b0ccab7e...] Got it. I'll always select an aisle seat for your bookings.\n", + " [6ce24c22...] Noted — I'll follow that order: weather, then flights, then \n", + " [d1323f4d...] Will do — no overnight bookings without your explicit approv\n", + " [9b9cb3d0...] Got it. I'll always select an aisle seat for your bookings.\n", + " [b2d86bf3...] Noted — I'll follow that order: weather, then flights, then \n", + " [e0918ccb...] Will do — no overnight bookings without your explicit approv\n", + " [8d121233...] Understood — only hotels with complimentary breakfast.\n", + "\n", + "Fact memories: 0\n", + "\n", + "Agent memories for user-001: 10\n" + ] + } + ], "source": [ "# Get all memories\n", "all_memories = memory.get_local()\n", @@ -287,7 +540,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 6, "id": "4ca36086", "metadata": { "ExecuteTime": { @@ -301,7 +554,68 @@ "shell.execute_reply": "2026-05-04T20:25:45.666497Z" } }, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Before update:\n", + "{\n", + " \"id\": \"5946bd03-a444-4100-9502-ead01906d4a2\",\n", + " \"user_id\": \"user-c1c219f9\",\n", + " \"thread_id\": \"14987669-804b-4e38-ae6d-9299e76403c0\",\n", + " \"role\": \"user\",\n", + " \"type\": \"turn\",\n", + " \"content\": \"Something near Pike Place Market would be great. And keep the flights under $300 round trip if possible.\",\n", + " \"metadata\": {},\n", + " \"created_at\": \"2026-05-19T17:00:22.388423+00:00\",\n", + " \"tags\": [],\n", + " \"ttl\": 2592000\n", + "}\n", + "\n", + "After update:\n", + "{\n", + " \"id\": \"5946bd03-a444-4100-9502-ead01906d4a2\",\n", + " \"user_id\": \"user-c1c219f9\",\n", + " \"thread_id\": \"14987669-804b-4e38-ae6d-9299e76403c0\",\n", + " \"role\": \"user\",\n", + " \"type\": \"turn\",\n", + " \"content\": \"Something near Pike Place Market would be great. Keep flights under $300 round trip and hotels under $200/night.\",\n", + " \"metadata\": {\n", + " \"edited\": true,\n", + " \"reason\": \"user clarified hotel budget\"\n", + " },\n", + " \"created_at\": \"2026-05-19T17:00:22.388423+00:00\",\n", + " \"tags\": [],\n", + " \"ttl\": 2592000,\n", + " \"updated_at\": \"2026-05-19T17:00:23.483773+00:00\"\n", + "}\n", + "\n", + "Deleting memory 49aec190...\n", + "\n", + "Remaining memories: 19\n", + " [14987669...] [66f1525d...] role=user type=turn What's the weather like in Seattle this weekend?\n", + " [14987669...] [cc0ba15b...] role=agent type=turn This weekend Seattle will be around 55°F with part\n", + " [14987669...] [ea7f6099...] role=agent type=turn Sure! I found round-trip flights departing Friday \n", + " [14987669...] [5946bd03...] role=user type=turn Something near Pike Place Market would be great. K\n", + " [14987669...] [6f1be223...] role=agent type=turn I found a round-trip on Alaska Airlines for $275 a\n", + " [14987669...] [388855db...] role=user type=turn Whenever you book a flight for me, always book an \n", + " [14987669...] [b0ccab7e...] role=agent type=turn Got it. I'll always select an aisle seat for your \n", + " [14987669...] [2d4d2743...] role=user type=turn For trip planning, my workflow is: first check the\n", + " [14987669...] [6ce24c22...] role=agent type=turn Noted — I'll follow that order: weather, then flig\n", + " [14987669...] [48f0d817...] role=user type=turn And never book me into anything that departs or ar\n", + " [14987669...] [d1323f4d...] role=agent type=turn Will do — no overnight bookings without your expli\n", + " [42ce68be...] [4f2f0cbd...] role=user type=turn Whenever you book a flight for me, always book an \n", + " [42ce68be...] [9b9cb3d0...] role=agent type=turn Got it. I'll always select an aisle seat for your \n", + " [42ce68be...] [7f44886a...] role=user type=turn For trip planning, my workflow is: first check the\n", + " [42ce68be...] [b2d86bf3...] role=agent type=turn Noted — I'll follow that order: weather, then flig\n", + " [42ce68be...] [26e0ef8e...] role=user type=turn Never book me into anything that departs or arrive\n", + " [42ce68be...] [e0918ccb...] role=agent type=turn Will do — no overnight bookings without your expli\n", + " [42ce68be...] [efa017f2...] role=user type=turn When picking a hotel, only recommend ones that inc\n", + " [42ce68be...] [8d121233...] role=agent type=turn Understood — only hotels with complimentary breakf\n" + ] + } + ], "source": [ "# Update the user's budget constraint to be more specific\n", "target_id = memory.local_memory[4][\"id\"] # \"Something near Pike Place Market...\"\n", @@ -341,7 +655,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 7, "id": "82b363d7", "metadata": { "ExecuteTime": { @@ -355,7 +669,15 @@ "shell.execute_reply": "2026-05-04T20:25:46.371834Z" } }, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Connected: True\n" + ] + } + ], "source": [ "# The async client auto-creates the database and container on the first Cosmos operation.\n", "# You can also call create_memory_store() explicitly if needed.\n", @@ -373,7 +695,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 8, "id": "b7d0939d", "metadata": { "execution": { @@ -390,7 +712,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 9, "id": "e0b3b5fc", "metadata": { "ExecuteTime": { @@ -404,7 +726,24 @@ "shell.execute_reply": "2026-05-04T20:25:47.111092Z" } }, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "New Thread ID: 410b280c-357e-47dc-8fc7-16e989e0a578\n", + "\n", + "Local memory count (should be unchanged): 19\n", + "\n", + "Memories in Cosmos DB for new thread: 5\n", + " [410b280c...] [e37d898c...] role=user Can you recommend some good restaurants in New York City?\n", + " [410b280c...] [f8b56fb3...] role=tool {\"query\": \"top restaurants NYC\", \"results\": [\"Carbone\", \"Nob\n", + " [410b280c...] [51fcd56a...] role=agent Absolutely! NYC has incredible dining options. For Italian, \n", + " [410b280c...] [5f602bb0...] role=user I love Italian food. Are there any options that are budget-f\n", + " [410b280c...] [67a14f36...] role=agent For budget-friendly Italian in NYC, check out L'industrie Pi\n" + ] + } + ], "source": [ "await memory.push_to_cosmos()\n", "\n", @@ -456,7 +795,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 10, "id": "a13b2301", "metadata": { "ExecuteTime": { @@ -470,7 +809,49 @@ "shell.execute_reply": "2026-05-04T20:25:47.260997Z" } }, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Memories for user-001: 19\n", + "\n", + " [42ce68be...] [e0918ccb...] role=agent type=turn Will do — no overnight bookings without your expli\n", + " [14987669...] [ea7f6099...] role=agent type=turn Sure! I found round-trip flights departing Friday \n", + " [42ce68be...] [b2d86bf3...] role=agent type=turn Noted — I'll follow that order: weather, then flig\n", + " [14987669...] [5946bd03...] role=user type=turn Something near Pike Place Market would be great. K\n", + " [14987669...] [66f1525d...] role=user type=turn What's the weather like in Seattle this weekend?\n", + " [42ce68be...] [7f44886a...] role=user type=turn For trip planning, my workflow is: first check the\n", + " [42ce68be...] [efa017f2...] role=user type=turn When picking a hotel, only recommend ones that inc\n", + " [14987669...] [2d4d2743...] role=user type=turn For trip planning, my workflow is: first check the\n", + " [14987669...] [cc0ba15b...] role=agent type=turn This weekend Seattle will be around 55°F with part\n", + " [42ce68be...] [8d121233...] role=agent type=turn Understood — only hotels with complimentary breakf\n", + " [14987669...] [b0ccab7e...] role=agent type=turn Got it. I'll always select an aisle seat for your \n", + " [14987669...] [388855db...] role=user type=turn Whenever you book a flight for me, always book an \n", + " [14987669...] [48f0d817...] role=user type=turn And never book me into anything that departs or ar\n", + " [14987669...] [6f1be223...] role=agent type=turn I found a round-trip on Alaska Airlines for $275 a\n", + " [14987669...] [6ce24c22...] role=agent type=turn Noted — I'll follow that order: weather, then flig\n", + " [42ce68be...] [4f2f0cbd...] role=user type=turn Whenever you book a flight for me, always book an \n", + " [42ce68be...] [26e0ef8e...] role=user type=turn Never book me into anything that departs or arrive\n", + " [14987669...] [d1323f4d...] role=agent type=turn Will do — no overnight bookings without your expli\n", + " [42ce68be...] [9b9cb3d0...] role=agent type=turn Got it. I'll always select an aisle seat for your \n", + "\n", + "Agent memories: 12\n", + " [42ce68be...] [e0918ccb...] role=agent type=turn Will do — no overnight bookings without your expli\n", + " [14987669...] [ea7f6099...] role=agent type=turn Sure! I found round-trip flights departing Friday \n", + " [42ce68be...] [b2d86bf3...] role=agent type=turn Noted — I'll follow that order: weather, then flig\n", + " [14987669...] [cc0ba15b...] role=agent type=turn This weekend Seattle will be around 55°F with part\n", + " [42ce68be...] [8d121233...] role=agent type=turn Understood — only hotels with complimentary breakf\n", + " [14987669...] [b0ccab7e...] role=agent type=turn Got it. I'll always select an aisle seat for your \n", + " [14987669...] [6f1be223...] role=agent type=turn I found a round-trip on Alaska Airlines for $275 a\n", + " [14987669...] [6ce24c22...] role=agent type=turn Noted — I'll follow that order: weather, then flig\n", + " [14987669...] [d1323f4d...] role=agent type=turn Will do — no overnight bookings without your expli\n", + " [42ce68be...] [9b9cb3d0...] role=agent type=turn Got it. I'll always select an aisle seat for your \n", + " [410b280c...] [51fcd56a...] role=agent type=turn Absolutely! NYC has incredible dining options. For\n", + " [410b280c...] [67a14f36...] role=agent type=turn For budget-friendly Italian in NYC, check out L'in\n" + ] + } + ], "source": [ "# Get all memories for user-001\n", "results = await memory.get_memories(user_id=USER_ID)\n", @@ -497,7 +878,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 11, "id": "b0b61df9", "metadata": { "ExecuteTime": { @@ -511,7 +892,17 @@ "shell.execute_reply": "2026-05-04T20:25:47.394909Z" } }, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Before: Something near Pike Place Market would be great. Keep flights under $300 round trip and hotels under $200/night.\n", + "\n", + "After: Something near Pike Place Market would be great. Keep flights under $300 round trip and hotels under $200/night.\n" + ] + } + ], "source": [ "# Update the user's budget message to add a hotel budget constraint\n", "user_msgs = await memory.get_memories(user_id=USER_ID, role=\"user\")\n", @@ -530,7 +921,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 12, "id": "74874763", "metadata": { "ExecuteTime": { @@ -544,7 +935,41 @@ "shell.execute_reply": "2026-05-04T20:25:50.012517Z" } }, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "{'id': 'f8b56fb3-1a7b-43d6-8d7c-ba4aa013b9ef', 'user_id': 'user-002', 'thread_id': '410b280c-357e-47dc-8fc7-16e989e0a578', 'role': 'tool', 'type': 'turn', 'content': '{\"query\": \"top restaurants NYC\", \"results\": [\"Carbone\", \"Nobu\", \"Katz\\'s Deli\", \"Le Bernardin\"]}', 'metadata': {'tool_name': 'restaurant_search', 'tool_call_id': 'call_abc123'}, 'created_at': '2026-05-19T17:00:38.117248+00:00', 'tags': [], '_rid': 'T4ViAOVcpApKAAAAAAAAAA==', '_self': 'dbs/T4ViAA==/colls/T4ViAOVcpAo=/docs/T4ViAOVcpApKAAAAAAAAAA==/', '_etag': '\"0500678e-0000-0800-0000-6a0c97360000\"', '_attachments': 'attachments/', '_ts': 1779210038}\n", + "Deleted tool memory f8b56fb3...\n", + "\n", + "Remaining memories in Cosmos DB: 23\n", + " [42ce68be...] [e0918ccb...] role=agent type=turn Will do — no overnight bookings without your expli\n", + " [14987669...] [ea7f6099...] role=agent type=turn Sure! I found round-trip flights departing Friday \n", + " [42ce68be...] [b2d86bf3...] role=agent type=turn Noted — I'll follow that order: weather, then flig\n", + " [14987669...] [5946bd03...] role=user type=turn Something near Pike Place Market would be great. K\n", + " [14987669...] [66f1525d...] role=user type=turn What's the weather like in Seattle this weekend?\n", + " [42ce68be...] [7f44886a...] role=user type=turn For trip planning, my workflow is: first check the\n", + " [42ce68be...] [efa017f2...] role=user type=turn When picking a hotel, only recommend ones that inc\n", + " [14987669...] [2d4d2743...] role=user type=turn For trip planning, my workflow is: first check the\n", + " [14987669...] [cc0ba15b...] role=agent type=turn This weekend Seattle will be around 55°F with part\n", + " [42ce68be...] [8d121233...] role=agent type=turn Understood — only hotels with complimentary breakf\n", + " [14987669...] [b0ccab7e...] role=agent type=turn Got it. I'll always select an aisle seat for your \n", + " [14987669...] [388855db...] role=user type=turn Whenever you book a flight for me, always book an \n", + " [14987669...] [48f0d817...] role=user type=turn And never book me into anything that departs or ar\n", + " [14987669...] [6f1be223...] role=agent type=turn I found a round-trip on Alaska Airlines for $275 a\n", + " [14987669...] [6ce24c22...] role=agent type=turn Noted — I'll follow that order: weather, then flig\n", + " [42ce68be...] [4f2f0cbd...] role=user type=turn Whenever you book a flight for me, always book an \n", + " [42ce68be...] [26e0ef8e...] role=user type=turn Never book me into anything that departs or arrive\n", + " [14987669...] [d1323f4d...] role=agent type=turn Will do — no overnight bookings without your expli\n", + " [42ce68be...] [9b9cb3d0...] role=agent type=turn Got it. I'll always select an aisle seat for your \n", + " [410b280c...] [e37d898c...] role=user type=turn Can you recommend some good restaurants in New Yor\n", + " [410b280c...] [51fcd56a...] role=agent type=turn Absolutely! NYC has incredible dining options. For\n", + " [410b280c...] [5f602bb0...] role=user type=turn I love Italian food. Are there any options that ar\n", + " [410b280c...] [67a14f36...] role=agent type=turn For budget-friendly Italian in NYC, check out L'in\n" + ] + } + ], "source": [ "# Delete the tool memory from Cosmos (async)\n", "tool_mems = await memory.get_memories(user_id=\"user-002\", role=\"tool\")\n", @@ -576,7 +1001,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 16, "id": "3ed613d3", "metadata": { "ExecuteTime": { @@ -590,7 +1015,34 @@ "shell.execute_reply": "2026-05-04T20:25:50.245174Z" } }, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Using thread_id: 14987669-804b-4e38-ae6d-9299e76403c0\n", + "\n", + "All memories in thread: 11\n", + " [14987669...] [66f1525d...] role=user type=turn What's the weather like in Seattle this weekend?\n", + " [14987669...] [cc0ba15b...] role=agent type=turn This weekend Seattle will be around 55°F with partly cloudy \n", + " [14987669...] [ea7f6099...] role=agent type=turn Sure! I found round-trip flights departing Friday evening an\n", + " [14987669...] [5946bd03...] role=user type=turn Something near Pike Place Market would be great. Keep flight\n", + " [14987669...] [6f1be223...] role=agent type=turn I found a round-trip on Alaska Airlines for $275 and two hot\n", + " [14987669...] [388855db...] role=user type=turn Whenever you book a flight for me, always book an aisle seat\n", + " [14987669...] [b0ccab7e...] role=agent type=turn Got it. I'll always select an aisle seat for your bookings.\n", + " [14987669...] [2d4d2743...] role=user type=turn For trip planning, my workflow is: first check the weather f\n", + " [14987669...] [6ce24c22...] role=agent type=turn Noted — I'll follow that order: weather, then flights, then \n", + " [14987669...] [48f0d817...] role=user type=turn And never book me into anything that departs or arrives betw\n", + " [14987669...] [d1323f4d...] role=agent type=turn Will do — no overnight bookings without your explicit approv\n", + "\n", + "Most recent 2 memories:\n", + " [14987669...] [48f0d817...] role=user type=turn And never book me into anything that departs or arrives betw\n", + " [14987669...] [d1323f4d...] role=agent type=turn Will do — no overnight bookings without your explicit approv\n", + "\n", + "Thread memories for user-c1c219f9: 11\n" + ] + } + ], "source": [ "# Use the CURRENT seed thread (from cell 5) so we operate on the data we just wrote.\n", "thread_id = THREAD_ID\n", @@ -626,31 +1078,45 @@ { "cell_type": "code", "execution_count": null, - "id": "9bc68919", - "metadata": { - "ExecuteTime": { - "end_time": "2026-04-07T22:08:08.478793Z", - "start_time": "2026-04-07T22:07:45.385054Z" + "id": "637f49de", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Summarizing thread_id=14987669-804b-4e38-ae6d-9299e76403c0 user_id=user-c1c219f9\n", + "\n" + ] }, - "execution": { - "iopub.execute_input": "2026-05-04T20:25:50.247941Z", - "iopub.status.busy": "2026-05-04T20:25:50.247791Z", - "iopub.status.idle": "2026-05-04T20:26:03.871259Z", - "shell.execute_reply": "2026-05-04T20:26:03.870396Z" + { + "ename": "CosmosNotConnectedError", + "evalue": "Cosmos DB is not connected. Call connect_cosmos() first.", + "output_type": "error", + "traceback": [ + "\u001b[31m---------------------------------------------------------------------------\u001b[39m", + "\u001b[31mCosmosNotConnectedError\u001b[39m Traceback (most recent call last)", + "\u001b[36mCell\u001b[39m\u001b[36m \u001b[39m\u001b[32mIn[22]\u001b[39m\u001b[32m, line 5\u001b[39m\n\u001b[32m 2\u001b[39m user_id = USER_ID\n\u001b[32m 3\u001b[39m \u001b[38;5;28mprint\u001b[39m(\u001b[33mf\u001b[39m\u001b[33m\"\u001b[39m\u001b[33mSummarizing thread_id=\u001b[39m\u001b[38;5;132;01m{\u001b[39;00mthread_id\u001b[38;5;132;01m}\u001b[39;00m\u001b[33m user_id=\u001b[39m\u001b[38;5;132;01m{\u001b[39;00muser_id\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;130;01m\\n\u001b[39;00m\u001b[33m\"\u001b[39m)\n\u001b[32m----> \u001b[39m\u001b[32m5\u001b[39m summary_doc = \u001b[38;5;28;01mawait\u001b[39;00m memory.generate_thread_summary(user_id=user_id, thread_id=thread_id)\n", + "\u001b[36mFile \u001b[39m\u001b[32m~/github/AgentMemoryToolkit/agent_memory_toolkit/aio/cosmos_memory_client.py:1705\u001b[39m, in \u001b[36mAsyncCosmosMemoryClient.generate_thread_summary\u001b[39m\u001b[34m(self, user_id, thread_id, recent_k, **kwargs)\u001b[39m\n\u001b[32m 1693\u001b[39m \u001b[38;5;28;01masync\u001b[39;00m \u001b[38;5;28;01mdef\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[34mgenerate_thread_summary\u001b[39m(\n\u001b[32m 1694\u001b[39m \u001b[38;5;28mself\u001b[39m,\n\u001b[32m 1695\u001b[39m user_id: \u001b[38;5;28mstr\u001b[39m,\n\u001b[32m (...)\u001b[39m\u001b[32m 1698\u001b[39m **kwargs: Any,\n\u001b[32m 1699\u001b[39m ) -> \u001b[38;5;28mdict\u001b[39m[\u001b[38;5;28mstr\u001b[39m, Any]:\n\u001b[32m 1700\u001b[39m \u001b[38;5;250m \u001b[39m\u001b[33;03m\"\"\"Generate a thread summary.\u001b[39;00m\n\u001b[32m 1701\u001b[39m \n\u001b[32m 1702\u001b[39m \u001b[33;03m Pipeline calls are dispatched to a worker thread via\u001b[39;00m\n\u001b[32m 1703\u001b[39m \u001b[33;03m :func:`asyncio.to_thread` to avoid blocking the event loop.\u001b[39;00m\n\u001b[32m 1704\u001b[39m \u001b[33;03m \"\"\"\u001b[39;00m\n\u001b[32m-> \u001b[39m\u001b[32m1705\u001b[39m \u001b[38;5;28;01mawait\u001b[39;00m \u001b[38;5;28mself\u001b[39m._require_cosmos()\n\u001b[32m 1706\u001b[39m \u001b[38;5;28mself\u001b[39m._require_pipeline()\n\u001b[32m 1707\u001b[39m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;01mawait\u001b[39;00m asyncio.to_thread(\u001b[38;5;28mself\u001b[39m._pipeline.generate_thread_summary, user_id, thread_id, recent_k)\n", + "\u001b[36mFile \u001b[39m\u001b[32m~/github/AgentMemoryToolkit/agent_memory_toolkit/aio/cosmos_memory_client.py:648\u001b[39m, in \u001b[36mAsyncCosmosMemoryClient._require_cosmos\u001b[39m\u001b[34m(self)\u001b[39m\n\u001b[32m 646\u001b[39m \u001b[38;5;250m\u001b[39m\u001b[33;03m\"\"\"Raise if Cosmos DB is not connected.\"\"\"\u001b[39;00m\n\u001b[32m 647\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mself\u001b[39m._container_client \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[32m--> \u001b[39m\u001b[32m648\u001b[39m \u001b[38;5;28;01mraise\u001b[39;00m CosmosNotConnectedError()\n", + "\u001b[31mCosmosNotConnectedError\u001b[39m: Cosmos DB is not connected. Call connect_cosmos() first." + ] } - }, - "outputs": [], + ], "source": [ "thread_id = THREAD_ID\n", "user_id = USER_ID\n", "print(f\"Summarizing thread_id={thread_id} user_id={user_id}\\n\")\n", "\n", - "summary_doc = await memory.generate_thread_summary(user_id=user_id, thread_id=thread_id)\n" + "if memory._container_client is None:\n", + " await memory.connect_cosmos()\n", + "\n", + "summary_doc = await memory.generate_thread_summary(user_id=user_id, thread_id=thread_id)" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 17, "id": "da4cba4f", "metadata": { "ExecuteTime": { @@ -664,7 +1130,26 @@ "shell.execute_reply": "2026-05-04T20:26:03.878646Z" } }, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Summary document:\n" + ] + }, + { + "ename": "NameError", + "evalue": "name 'summary_doc' is not defined", + "output_type": "error", + "traceback": [ + "\u001b[31m---------------------------------------------------------------------------\u001b[39m", + "\u001b[31mNameError\u001b[39m Traceback (most recent call last)", + "\u001b[36mCell\u001b[39m\u001b[36m \u001b[39m\u001b[32mIn[17]\u001b[39m\u001b[32m, line 2\u001b[39m\n\u001b[32m 1\u001b[39m \u001b[38;5;28mprint\u001b[39m(\u001b[33m\"\u001b[39m\u001b[33mSummary document:\u001b[39m\u001b[33m\"\u001b[39m)\n\u001b[32m----> \u001b[39m\u001b[32m2\u001b[39m \u001b[38;5;28mprint\u001b[39m(\u001b[33mf\u001b[39m\u001b[33m\"\u001b[39m\u001b[33m id: \u001b[39m\u001b[38;5;132;01m{\u001b[39;00m\u001b[43msummary_doc\u001b[49m[\u001b[33m'\u001b[39m\u001b[33mid\u001b[39m\u001b[33m'\u001b[39m]\u001b[38;5;132;01m}\u001b[39;00m\u001b[33m\"\u001b[39m)\n\u001b[32m 3\u001b[39m \u001b[38;5;28mprint\u001b[39m(\u001b[33mf\u001b[39m\u001b[33m\"\u001b[39m\u001b[33m content: \u001b[39m\u001b[38;5;132;01m{\u001b[39;00msummary_doc[\u001b[33m'\u001b[39m\u001b[33mcontent\u001b[39m\u001b[33m'\u001b[39m][:\u001b[32m200\u001b[39m]\u001b[38;5;132;01m}\u001b[39;00m\u001b[33m...\u001b[39m\u001b[33m\"\u001b[39m)\n\u001b[32m 4\u001b[39m \u001b[38;5;28mprint\u001b[39m(\u001b[33mf\u001b[39m\u001b[33m\"\u001b[39m\u001b[33m source_count: \u001b[39m\u001b[38;5;132;01m{\u001b[39;00msummary_doc.get(\u001b[33m'\u001b[39m\u001b[33mmetadata\u001b[39m\u001b[33m'\u001b[39m,\u001b[38;5;250m \u001b[39m{}).get(\u001b[33m'\u001b[39m\u001b[33msource_count\u001b[39m\u001b[33m'\u001b[39m)\u001b[38;5;132;01m}\u001b[39;00m\u001b[33m\"\u001b[39m)\n", + "\u001b[31mNameError\u001b[39m: name 'summary_doc' is not defined" + ] + } + ], "source": [ "print(\"Summary document:\")\n", "print(f\" id: {summary_doc['id']}\")\n", diff --git a/agent_memory_toolkit/prompts/dedup.prompty b/agent_memory_toolkit/prompts/dedup.prompty index 27446e6..b933807 100644 --- a/agent_memory_toolkit/prompts/dedup.prompty +++ b/agent_memory_toolkit/prompts/dedup.prompty @@ -2,12 +2,11 @@ name: dedup description: Reconcile a pool of active facts — collapse duplicates and resolve semantic contradictions in one pass. model: - apiType: chat - options: + api: chat + parameters: temperature: 0.0 - additionalProperties: - response_format: - type: json_object + response_format: + type: json_object inputs: facts_text: type: string diff --git a/agent_memory_toolkit/prompts/extract_memories.prompty b/agent_memory_toolkit/prompts/extract_memories.prompty index 1a386df..5c99f60 100644 --- a/agent_memory_toolkit/prompts/extract_memories.prompty +++ b/agent_memory_toolkit/prompts/extract_memories.prompty @@ -2,12 +2,11 @@ name: extract_memories description: Extract facts, procedural rules, and episodic memories from a conversation, reconciled against existing memories. model: - apiType: chat - options: + api: chat + parameters: temperature: 0.0 - additionalProperties: - response_format: - type: json_object + response_format: + type: json_object inputs: existing_facts: type: string diff --git a/agent_memory_toolkit/prompts/summarize.prompty b/agent_memory_toolkit/prompts/summarize.prompty index 5cf449c..72d5269 100644 --- a/agent_memory_toolkit/prompts/summarize.prompty +++ b/agent_memory_toolkit/prompts/summarize.prompty @@ -2,12 +2,11 @@ name: summarize description: Produce a structured JSON summary of a single conversation thread. model: - apiType: chat - options: + api: chat + parameters: temperature: 0.2 - additionalProperties: - response_format: - type: json_object + response_format: + type: json_object inputs: transcript: type: string diff --git a/agent_memory_toolkit/prompts/summarize_update.prompty b/agent_memory_toolkit/prompts/summarize_update.prompty index 65438bf..c419708 100644 --- a/agent_memory_toolkit/prompts/summarize_update.prompty +++ b/agent_memory_toolkit/prompts/summarize_update.prompty @@ -2,12 +2,11 @@ name: summarize_update description: Update an existing JSON thread summary with new messages. model: - apiType: chat - options: + api: chat + parameters: temperature: 0.2 - additionalProperties: - response_format: - type: json_object + response_format: + type: json_object inputs: prior_summary: type: string diff --git a/agent_memory_toolkit/prompts/user_summary.prompty b/agent_memory_toolkit/prompts/user_summary.prompty index 9939d7c..b197c6c 100644 --- a/agent_memory_toolkit/prompts/user_summary.prompty +++ b/agent_memory_toolkit/prompts/user_summary.prompty @@ -2,12 +2,11 @@ name: user_summary description: Build a structured JSON user profile from one or more conversation threads. model: - apiType: chat - options: + api: chat + parameters: temperature: 0.2 - additionalProperties: - response_format: - type: json_object + response_format: + type: json_object inputs: transcript: type: string diff --git a/agent_memory_toolkit/prompts/user_summary_update.prompty b/agent_memory_toolkit/prompts/user_summary_update.prompty index 4381406..cf81eda 100644 --- a/agent_memory_toolkit/prompts/user_summary_update.prompty +++ b/agent_memory_toolkit/prompts/user_summary_update.prompty @@ -2,12 +2,11 @@ name: user_summary_update description: Update an existing JSON user profile with new conversation data. model: - apiType: chat - options: + api: chat + parameters: temperature: 0.2 - additionalProperties: - response_format: - type: json_object + response_format: + type: json_object inputs: prior_summary: type: string

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