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fix: production hardening - error handling, timeouts, docs, evaluation infra
Bug fixes: - Fix silently ignored json.Marshal errors in bedrock.go Stream() - Fix silently ignored json.Marshal errors in vertex.go Complete() - Fix silently ignored json.Marshal errors in vertex.go CompleteStream() - Remove dead code (unassigned lastErr) in opencode_cli.go Infrastructure: - Add HTTP timeouts (120s) to all provider clients (Azure, Vertex, Bedrock, OpenAI Responses, SSE) - Add go.sum for reproducible builds - Add README.md with usage docs and provider table - Add LICENSE (MIT) - Add Version constant (0.3.0) - Add godoc comments to all exported types and functions Evaluation: - Implement all success criteria checkers (file, command, test, build, lint, coverage) - Add coverage threshold enforcement to evolution pipeline - Add SWE-bench evaluation runner script - Add TokenUsage struct and cost tracking to autonomous engine
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LICENSE

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MIT License
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Copyright (c) 2025 GrayCodeAI
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Permission is hereby granted, free of charge, to any person obtaining a copy
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of this software and associated documentation files (the "Software"), to deal
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in the Software without restriction, including without limitation the rights
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to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
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copies of the Software, and to permit persons to whom the Software is
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furnished to do so, subject to the following conditions:
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The above copyright notice and this permission notice shall be included in all
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copies or substantial portions of the Software.
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THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
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IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
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FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
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AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
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LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
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OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
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SOFTWARE.

README.md

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# iteragent
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`iteragent` is a lightweight, zero-dependency Go agent framework for building LLM-powered applications. It provides a unified interface to multiple LLM providers, tool-use capabilities, streaming support, context compaction, and an extensible plugin system via MCP and OpenAPI.
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## Features
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- **Unified Provider Interface** — Switch between Anthropic, OpenAI, Azure OpenAI, Google Gemini, AWS Bedrock, NVIDIA, OpenAI-compatible APIs, and OpenAI Responses API with a single interface
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- **Streaming Support** — Real-time token-by-token streaming via SSE for all supported providers
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- **Tool Use** — Built-in tools (shell, file I/O, search, git operations, test execution) plus MCP and OpenAPI tool discovery
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- **Context Compaction** — Automatic 3-tier context management to handle long conversations within token limits
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- **Retry Logic** — Smart retry with exponential backoff for rate limits and transient errors
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- **Zero Dependencies** — Uses only the Go standard library — no supply-chain risk from third-party packages
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- **Concurrent Execution** — Safe parallel tool execution with configurable strategies (sequential, parallel, batched)
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- **Sub-Agents** — Decompose tasks into specialized sub-agents with isolated tool sets
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## Installation
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```bash
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go get github.com/GrayCodeAI/iteragent
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```
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## Quick Start
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```go
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package main
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import (
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"fmt"
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"github.com/GrayCodeAI/iteragent"
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)
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func main() {
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agent := iteragent.New(
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iteragent.NewGemini(iteragent.GeminiConfig{
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Model: "gemini-2.0-flash",
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APIKey: "YOUR_API_KEY",
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}),
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nil,
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nil,
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)
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response, err := agent.Run(
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context.Background(),
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"You are a helpful assistant.",
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"What is the capital of France?",
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)
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if err != nil {
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fmt.Println("Error:", err)
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return
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}
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fmt.Println(response)
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}
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```
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## Providers
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| Provider | Function | Environment Variable for API Key |
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|----------|----------|----------------------------------|
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| Anthropic | `NewAnthropic(AntropicConfig{...})` | `ANTHROPIC_API_KEY` |
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| OpenAI | `NewOpenAICompat(OpenAICompatConfig{...})` | `OPENAI_API_KEY` |
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| Azure OpenAI | `NewAzureOpenAI(AzureOpenAIConfig{...})` ||
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| Google Gemini | `NewGemini(GeminiConfig{...})` | `GEMINI_API_KEY` |
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| AWS Bedrock | `NewBedrock(BedrockConfig{...})` ||
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| NVIDIA | `NewOpenAICompat(OpenAICompatConfig{...})` | `NVIDIA_API_KEY` |
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| OpenAI Responses | `NewOpenAIResponses(OpenAIResponsesConfig{...})` ||
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Alternatively, use `iteragent.NewProvider(name, apiKey)` to select via environment variable:
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```bash
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ITERATE_PROVIDER=gemini GEMINI_API_KEY=xxx go run main.go
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```
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## Architecture
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- **Agent** — Core reasoning loop that manages message history, tool execution, and context compaction
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- **Provider** — LLM backend interface with `Complete` and optional `CompleteStream` (TokenStreamer) methods
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- **Tools** — Callable functions the agent can invoke (shell, file read/write, git, search, etc.)
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- **Context Compaction** — Automatically compresses conversation history when token limits are approached
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- **MCP** — Connect to external tool servers via Model Context Protocol
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- **OpenAPI** — Auto-generate tools from OpenAPI specifications
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## Building and Testing
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```bash
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go build ./...
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go test ./...
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go test -race ./...
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```
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## License
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MIT — see [LICENSE](LICENSE)

agent.go

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// Package iteragent is a lightweight, zero-dependency Go agent framework
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// for building LLM-powered applications with multiple provider support,
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// tool use, streaming, and context compaction.
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package iteragent
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import (

azure.go

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"io"
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"net/http"
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"strings"
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"time"
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)
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type AzureOpenAIConfig struct {
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func NewAzureOpenAI(config AzureOpenAIConfig) *AzureOpenAIProvider {
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return &AzureOpenAIProvider{
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config: config,
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client: &http.Client{},
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client: &http.Client{Timeout: 120 * time.Second},
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}
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}
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bedrock.go

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func NewBedrock(config BedrockConfig) *BedrockProvider {
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return &BedrockProvider{
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config: config,
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client: &http.Client{},
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client: &http.Client{Timeout: 120 * time.Second},
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}
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}
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body["temperature"] = config.Temperature
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}
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jsonBody, _ := json.Marshal(body)
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jsonBody, err := json.Marshal(body)
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if err != nil {
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return Message{}, fmt.Errorf("marshal request: %w", err)
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}
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req, err := http.NewRequestWithContext(ctx, "POST", url, bytes.NewReader(jsonBody))
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if err != nil {

go.sum

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# This go.sum file was generated to ensure reproducible builds.
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# This module has no external dependencies.

opencode_cli.go

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// Read plain text output from opencode run
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var fullResponse strings.Builder
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var lastErr error
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scanner := bufio.NewScanner(stdout)
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scanner.Buffer(make([]byte, 1024*1024), 10*1024*1024)
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return "", fmt.Errorf("opencode exited with error: %w", err)
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}
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if lastErr != nil {
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return "", lastErr
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}
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result := fullResponse.String()
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if result == "" {
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return "", fmt.Errorf("empty response from opencode-cli")

retry.go

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// Package iteragent is a lightweight, zero-dependency Go agent framework
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// for building LLM-powered applications with multiple provider support,
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// tool use, streaming, and context compaction.
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package iteragent
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import (
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"time"
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)
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// RetryConfig defines the parameters for retry behavior.
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type RetryConfig struct {
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MaxAttempts int
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InitialDelay time.Duration
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MaxDelay time.Duration
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Multiplier float64
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MaxAttempts int // Maximum number of retry attempts (default: 3)
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InitialDelay time.Duration // Initial delay between retries (default: 1s)
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MaxDelay time.Duration // Maximum delay between retries (default: 30s)
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Multiplier float64 // Multiplier applied to delay after each attempt (default: 2.0)
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}
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var DefaultRetryConfig = RetryConfig{

sse.go

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"net/http"
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"strings"
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"sync"
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"time"
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)
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type SSEEvent struct {
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func NewSSEClient() *SSEClient {
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return &SSEClient{
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client: &http.Client{},
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client: &http.Client{Timeout: 120 * time.Second},
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}
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}
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types.go

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"time"
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)
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// Version is the current version of the iteragent library.
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const Version = "0.3.0"
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type ContentType string
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const (
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Arguments json.RawMessage `json:"arguments"`
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}
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// Message represents a single message in a conversation with an LLM.
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type Message struct {
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Role string `json:"role"`
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Content string `json:"content"`
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Timestamp int64 `json:"timestamp,omitempty"`
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Usage *Usage `json:"usage,omitempty"`
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Error string `json:"error,omitempty"`
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// Role is the message role, such as "system", "user", "assistant", or "tool".
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Role string `json:"role"`
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// Content is the message text content.
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Content string `json:"content"`
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// Timestamp is the Unix timestamp in milliseconds when the message was created.
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Timestamp int64 `json:"timestamp,omitempty"`
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// Usage tracks token usage for this message if provided by the LLM provider.
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Usage *Usage `json:"usage,omitempty"`
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// Error holds any error message associated with this message.
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Error string `json:"error,omitempty"`
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// StopReason indicates why the LLM stopped generating.
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StopReason string `json:"stopReason,omitempty"`
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Model string `json:"model,omitempty"`
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Provider string `json:"provider,omitempty"`
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// Model is the name of the LLM model that generated this message.
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Model string `json:"model,omitempty"`
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// Provider identifies the LLM provider used.
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Provider string `json:"provider,omitempty"`
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}
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func NewUserMessage(content string) Message {
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return CompactMessagesTiered(messages, cfg)
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}
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// ToolDefinition describes a tool that an LLM can invoke.
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type ToolDefinition struct {
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Name string
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Label string
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// Name is the unique identifier for the tool.
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Name string
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// Label is a human-readable label shown to the LLM.
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Label string
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// Description explains what the tool does, shown to the LLM for tool selection.
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Description string
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Parameters map[string]interface{}
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Schema json.RawMessage
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// Parameters is a map of parameter names to their schema/metadata.
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Parameters map[string]interface{}
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// Schema is the raw JSON Schema defining the tool's input format.
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Schema json.RawMessage
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}
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type StreamConfig struct {

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