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OpenAI Agents SDK

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openai-agents-python

OpenAI Agents SDK

openai-agents-python

Intro
Quickstart
Configuration
Documentation
Documentation
- Agents
- Sandbox agents
  Sandbox agents
- Realtime agents
  Realtime agents
- Voice agents
  Voice agents
- Models
- Tools
- Guardrails
- Running agents
- Streaming
- Agent orchestration
- Handoffs
- Results
- Human-in-the-loop
- Sessions
  Sessions
- Context management
- Usage
- Model context protocol (MCP)
- Tracing
- Testing
- Agent visualization
- REPL utility
- Release process/changelog
API Reference
API Reference
- Agents
  Agents
  - Agents module
  - Agent
  - Runner
  - Run config
  - Run state
  - Testing
  - Sandbox
    Sandbox
    
    Overview
    
    SandboxAgent
    
    Manifest
    
    Permissions
    
    SnapshotSpec
    
    Workspace entries
    
    Capabilities
    Capabilities
    
    Capabilities
    
    Capability
    
    Filesystem
    
    Shell
    
    Memory
    
    Skills
    
    Compaction
    
    Sandbox clients
    
    SandboxSession
    
    SandboxSessionState
    
    Unix local sandbox
    
    Docker sandbox
  - Responses WebSocket session
  - Run error handlers
  - Memory
  - REPL
  - Tools
  - Decorators
  - Tool context
  - Results
  - Streaming events
  - Handoffs
  - Lifecycle
  - Items
  - Run context
  - Usage
  - Exceptions
  - Guardrails
  - Prompts
  - Model settings
  - Strict schema
  - Tool guardrails
  - Computer
  - Agent output
  - Function schema
  - Model interface
  - OpenAI Chat Completions model
  - OpenAI Responses model
  - OpenAI provider
  - Multi provider
  - MCP servers
  - MCP util
  - MCP manager
- Tracing
  Tracing
  - Tracing module
  - Creating traces/spans
  - Traces
  - Spans
  - Processor interface
  - Processors
  - Scope
  - Setup
  - Span data
  - Util
- Realtime
  Realtime
- Voice
  Voice
  - Pipeline
  - Workflow
  - Input
  - Result
  - Pipeline config
  - Events
  - Exceptions
  - Model
  - Utils
  - OpenAI voice model provider
  - OpenAI STT
  - OpenAI TTS
  - Testing
- Extensions
  Extensions
  - Handoff filters
  - Handoff prompt
  - Third-party adapters
    Third-party adapters
    
    Any-LLM model
    
    Any-LLM provider
    
    LiteLLM model
    
    LiteLLM provider
  - Tool output trimmer
  - SQLAlchemySession
  - Async SQLite session
  - RedisSession
  - MongoDBSession
  - DaprSession
  - EncryptedSession
  - AdvancedSQLiteSession

Examples

Browse the examples directory on GitHub for sample implementations that use the OpenAI Agents SDK.