Skip to content
OpenAI Agents SDK
Codex Tool
English
日本語
한국어
简体中文
Initializing search
openai-agents-python
OpenAI Agents SDK
openai-agents-python
Intro
Quickstart
Configuring the SDK
Documentation
Documentation
Agent orchestration
Agents
Models
Models
Models
Using any model via LiteLLM
Tools
Guardrails
Running agents
Streaming
Handoffs
Results
Human-in-the-loop
Sessions
Sessions
Sessions
SQLAlchemy Sessions
Advanced SQLite Sessions
Encrypted Sessions
Context management
Usage
Model context protocol (MCP)
Tracing
Realtime agents
Realtime agents
Quickstart
Realtime agents guide
Voice agents
Voice agents
Quickstart
Pipelines and workflows
Tracing
Agent Visualization
REPL utility
Examples
Release process/changelog
API Reference
API Reference
Agents
Agents
Agents module
Agents
Runner
Run Config
Run State
Responses WebSocket Session
Run Error Handlers
Memory
repl
Tools
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
Tracing
Tracing
Tracing module
Creating traces/spans
Traces
Spans
Processor interface
Processors
Scope
Setup
Span data
Util
Realtime
Realtime
RealtimeAgent
RealtimeRunner
RealtimeSession
Realtime Events
Realtime Configuration
Model
Voice
Voice
Pipeline
Workflow
Input
Result
Pipeline Config
Events
Exceptions
Model
Utils
OpenAIVoiceModelProvider
OpenAI STT
OpenAI TTS
Extensions
Extensions
Handoff filters
Handoff prompt
LiteLLM Models
Tool Output Trimmer
SQLAlchemySession
Async Sqlite Session
RedisSession
Dapr session
EncryptedSession
AdvancedSQLiteSession
Table of contents
codex_tool
Codex Tool