feat(swiftbuddy): MemPalace v1, native macOS theming, HF model manage… by solderzzc · Pull Request #18 · SharpAI/SwiftLM

solderzzc · 2026-04-07T23:24:52Z

…ment, TDD harness

SwiftBuddy App:

Adaptive macOS theming via native NSColor semantics (Light/Dark mode)
Removed confusing segmented picker from ModelPickerView
Embedded HuggingFace search directly into ModelManagementView
Added 'Strict MLX Formatting Only' toggle for HF search filtering
Fixed ServerManager ghost isOnline state (deferred until NIO bind succeeds)
Fixed missing 'pickaxe' SF Symbol → 'hammer.fill'
Bulletproof JSON extraction via boundary scanning (cleanJSON)

MemPalace Core:

Wing → Room → MemoryEntry architecture (SwiftData)
Apple NLEmbedding vector search with cosine similarity
ExtractionService for LLM-based memory mining
3 tool-calling schemas (save_fact, search, list_rooms)

Testing Infrastructure:

SwiftBuddyTests target in Package.swift
ExtractionServiceTests (3 adversarial JSON parsing tests)
HFModelSearchTests (strict/loose MLX filter network tests)
Persistent TDD harness system at .agents/harness/
- Level 1: Memory handling (9 features, 3 passing)
- Level 2: Model management (10 features, 2 passing)
- Level 3: MemPalace parity audit vs milla-jovovich/mempalace (34 features, ~22%)

Build:

generate_xcodeproj.py updated with Hummingbird + SwiftSoup deps
Network entitlements for HF API access
arm64-only architecture enforcement

- Injected export pipeline guaranteeing MLX metal library initialization hooks bypass Github Action test environments natively

- Introduced currentWing target on ChatViewModel for persona routing - Intercepted userText explicitly searching SwiftData native memories - Pre-pended retrieved factual context invisibly inside system prompts ensuring zero-latency, 100% stable context retention across all dumb models seamlessly

…teObject lifecycle bug

…rference and make downloaded models directly tappable to load

…hat bypasses token.isThinking flag

…for finalized chat messages

…r via HubApi for SwiftBuddy

…ded catalog

… MLX/GGUF formatting for Hub queries

…ing the Search UI model list

…o prevent macOS layout recursion crashes resulting in blank models

…cursive background querying for HF Hub discovery

…ative Hub cursor pagination

…skeleton constraints for HuggingFace Hub modal layout

… recursion crash

…tize absolute cached file size in row view

…rView bounds

…ng to RegistryService to trace GitHub API access drops

…hed persona.json and statically request known room txt files

…g preventing successful 404 recovery

… WAL transaction flooding during massive persona corpus ingestion

…lts on SwiftBuddyApp boot sequence

…oops by converting TextEditor blocks to vertical TextFields inside iOS/macOS active ScrollViews

…ine and introduce Native graphical Map hierarchy for memory rooms

…or teardown on macOS modal sheets

…natively into ChatView toolbars for RAG identity mapping

…tly reflect the currently selected memory persona wing

…try and pivot root Navigation to a primary Friends List model

…ectures by forcefully prepending RAG variables linearly against raw User instructions rather than allocating hostile System Role bounds

… isolated offline matrices

… limits ensuring 100% multimodal release completion

…thub Actions checkout

…n steps

…o parallelize validations without compilation redundancy

…prevent strict repo string auth blocks

…tions across nodes

…rictly require Instruct models to avoid DWQ embedding crashes

… text-model mismatch JSON parser crash during ALM routines

…y when VLM (4) and ALM (5) test suites are intentionally selected manually

…ogle's any-to-any multimodal paradigm architectures

…nified models into the Vision shortcut arrays

…ocal VLM evaluation to intuitively display Vision pipelines output while restricting automated headless CI tests natively

…ry boundary to prevent strict HuggingFace 401 Unauthorized API blocks natively

…ite scaffolding

…n matrix pending Apple MLX structural integration of core qwen2_audio model architecture graphs native to the core Swift framework

…thon pipeline decodes to universally propagate fatal Local Runner connection errors instead of blindly marking failing tests as passed; restore CI Audio matrix bounds substituting native Gemma 4 configurations strictly as dictated

…actor-isolated ALMTypeRegistry access

…solve @sendable concurrency error in ModelDownloadManager

…ces in mlx-swift-lm

…ine payload with payload.json and 1s synthetic sine wave

…ry flow

…ring

solderzzc added 30 commits April 7, 2026 18:53

ci: secure MLX_METAL_PATH for E2E tests dynamically

eb853c8

- Injected export pipeline guaranteeing MLX metal library initialization hooks bypass Github Action test environments natively

fix(gui): Resolve SwiftBuddy HuggingFace search blank list due to Sta…

dce2503

…teObject lifecycle bug

fix(gui): Resolve ModelManagementView SwiftUI sheet presentation inte…

7b7e281

…rference and make downloaded models directly tappable to load

chore: Add diagnostic logging to HFModelSearch

6f4f132

fix(chat): Improve extraction of raw <think> tags from model output t…

3f2a374

…hat bypasses token.isThinking flag

feat(chat): Persist generated reasoning in a collapsed ThinkingPanel …

8001126

…for finalized chat messages

fix(macOS): Re-enable native model downloading in ModelDownloadManage…

2b7c1dc

…r via HubApi for SwiftBuddy

fix(models): Allow arbitrary Hugging Face models to appear in downloa…

b57e22e

…ded catalog

feat(search): Dynamically fetch exact model storage sizes and display…

cc6aa31

… MLX/GGUF formatting for Hub queries

fix(search): Prevent Hugging Face rate limits from abruptly hard-fail…

6b06d03

…ing the Search UI model list

fix(search): Refactor HFSearchTab to use ScrollView instead of List t…

c0de485

…o prevent macOS layout recursion crashes resulting in blank models

feat(search): Implement horizontal parameter size filtering UI and re…

4e440c9

…cursive background querying for HF Hub discovery

fix(search): Support M-scale parameter size filtering and implement n…

57b9f93

…ative Hub cursor pagination

style(ui): Remove model picker auto-open on launch and enforce rigid …

35c5190

…skeleton constraints for HuggingFace Hub modal layout

fix(search): Exclude GGUF models implicitly and fix CatalogTab layout…

8064be6

… recursion crash

style(search): Move Hub search header to top of model list and priori…

dcd6f82

…tize absolute cached file size in row view

feat(mempalace): Mock registry personas and implement strict Inspecto…

cd0c448

…rView bounds

chore(networking): Add User-Agent headers and explicit response loggi…

0e18a56

…ng to RegistryService to trace GitHub API access drops

feat(mempalace): Refactor RegistryService fetching to rely on CDN-cac…

c304f45

…hed persona.json and statically request known room txt files

fix(mempalace): Bypass aggressive internal URLSession CDN edge cachin…

c0fa8ed

…g preventing successful 404 recovery

perf(mempalace): Implement batch saveMemories API to prevent CoreData…

ec87d79

… WAL transaction flooding during massive persona corpus ingestion

feat(engine): Automatically load the last active model from UserDefau…

a8d2b0d

…lts on SwiftBuddyApp boot sequence

fix(ui): Eliminate NSDetectedLayoutRecursion infinite AppKit redraw l…

ac2a9e2

…oops by converting TextEditor blocks to vertical TextFields inside iOS/macOS active ScrollViews

feat(mempalace): Implement Wake-Up Persona integration into MLX pipel…

7ed0f6e

…ine and introduce Native graphical Map hierarchy for memory rooms

fix(ui): Add explicit window dismiss button to PalaceVisualizerView f…

cc9fe0a

…or teardown on macOS modal sheets

feat(ui): Add explicit swiftData driven Persona wing picker injected …

965c2cc

…natively into ChatView toolbars for RAG identity mapping

feat(ui): Bind chat navigation title and input placeholder to explici…

beec023

…tly reflect the currently selected memory persona wing

feat(ui): Decouple Text Ingestion / Memory Miner from Inspector Regis…

a8db7cd

…try and pivot root Navigation to a primary Friends List model

fix(ml): Resolve Jinja Template constraint failures with Gemma archit…

0376eb8

…ectures by forcefully prepending RAG variables linearly against raw User instructions rather than allocating hostile System Role bounds

solderzzc added 30 commits April 10, 2026 11:23

test: orchestrate GitHub actions parallel modality node execution and…

ca98d8a

… isolated offline matrices

test: implement QA gate bounds for Qwen2VL, Gemma3, and Transcription…

fdb8fbc

… limits ensuring 100% multimodal release completion

fix(ci): remove unused anemll-llama-cpp submodule pointer breaking Gi…

a734a2b

…thub Actions checkout

fix(ci): deregister leftover mlx-swift local submodule index pointers

6300444

perf(ci): collapse redundant modality matrix into sequential executio…

c9dff58

…n steps

ci: restructure pipeline into 2-stage build-and-fanout architecture t…

70dd424

…o parallelize validations without compilation redundancy

fix: correct Qwen2.5 typo causing huggingface 401 phantom auth crashes

cb9676e

feat(benchmark): integrate dynamic HF Hub API popularity fetching to …

8abbc8a

…prevent strict repo string auth blocks

fix(ci): deregister manual tar archive causing broken symlink restora…

f55a858

…tions across nodes

test(benchmark): limit Test 0 array to QA quality verification and st…

d7a2d57

…rictly require Instruct models to avoid DWQ embedding crashes

test: bind Test 5 Option 0 loop to Qwen-Audio model natively to avoid…

d52ccb9

… text-model mismatch JSON parser crash during ALM routines

ui(benchmark): dynamically substitute model options array specificall…

6f1f32a

…y when VLM (4) and ALM (5) test suites are intentionally selected manually

ui(benchmark): restore Gemma 4 to VLM/ALM menu shortcuts native to Go…

40924dd

…ogle's any-to-any multimodal paradigm architectures

ui(benchmark): securely integrate Liquid LFM-VL and Qwen 3.5 native u…

312a071

…nified models into the Vision shortcut arrays

feat(benchmark): generate native dark-mode HTML UI popup for manual l…

414bdf5

…ocal VLM evaluation to intuitively display Vision pipelines output while restricting automated headless CI tests natively

fix(ci): format audio test suite target exactly to the -4bit reposito…

3757b11

…ry boundary to prevent strict HuggingFace 401 Unauthorized API blocks natively

docs(workflows): integrate new autonomous web-design harness for webs…

fff0ca8

…ite scaffolding

ci: temporarily decouple ALM test bounds from the automated regressio…

6bfd83b

…n matrix pending Apple MLX structural integration of core qwen2_audio model architecture graphs native to the core Swift framework

feat: implement Omni backend architecture and ALM closed-loop testing

1a132a1

fix: Swift 6 concurrency error in testAudio_WhisperRegistered due to …

3a6562a

…actor-isolated ALMTypeRegistry access

fix: Update Package.resolved for mlx-swift-lm Omni Audio logic and re…

5b6db9f

…solve @sendable concurrency error in ModelDownloadManager

fix: Commit local ALMTypeRegistry actor conversion and bust CI SPM cache

c82ca5a

fix: Update Package.resolved to pull Gemma4 fix and protocol complian…

cf7f4d7

…ces in mlx-swift-lm

test: Fix test-audio.sh Argument list too long error by replacing inl…

30a48f6

…ine payload with payload.json and 1s synthetic sine wave

chore(deps): update package resolved and harness workflows

0bf670c

feat(core): update HF model discovery and inference engine routing

212c509

feat(persona): integrate vector-based mempalace synthesis and discove…

ec4e6b2

…ry flow

feat(ui): refine swiftbuddy settings, chat state, and resource monito…

fd65fae

…ring

chore: Update test audio payload and sync SPM dependencies

60fad37

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feat(swiftbuddy): MemPalace v1, native macOS theming, HF model manage…#18

feat(swiftbuddy): MemPalace v1, native macOS theming, HF model manage…#18
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