-
Notifications
You must be signed in to change notification settings - Fork 1.6k
Insights: openai/openai-agents-python
Overview
Could not load contribution data
Please try again later
31 Pull requests merged by 18 people
-
Only start tracing worker thread on first span/trace
#804 merged
Jun 2, 2025 -
Don't cache agent tools during a run
#803 merged
Jun 2, 2025 -
Ensure item.model_dump only contains JSON serializable types
#801 merged
Jun 2, 2025 -
Fix #777 by handling MCPCall events in RunImpl
#799 merged
Jun 2, 2025 -
Add comment to handoff_occured misspelling
#792 merged
May 30, 2025 -
docs: fix typo in docstring for is_strict_json_schema method
#775 merged
May 30, 2025 -
Update input_guardrails.py
#774 merged
May 30, 2025 -
Fix typo: Replace 'two' with 'three' in /docs/mcp.md
#757 merged
May 30, 2025 -
Fix typo in assertion message for handoff function
#780 merged
May 30, 2025 -
Small fix for litellm model
#789 merged
May 30, 2025 -
Fixed Python syntax
#665 merged
May 29, 2025 -
Added RunErrorDetails object for MaxTurnsExceeded exception
#743 merged
May 29, 2025 -
Add Portkey AI as a tracing provider
#785 merged
May 29, 2025 -
Fix Gemini API content filter handling
#746 merged
May 23, 2025 -
Update MCP and tool docs
#736 merged
May 23, 2025 -
Fix visualization recursion with cycle detection
#737 merged
May 23, 2025 -
fix Gemini token validation issue with LiteLLM
#735 merged
May 21, 2025 -
v0.0.16
#733 merged
May 21, 2025 -
Add support for local shell, image generator, code interpreter tools
#732 merged
May 21, 2025 -
Hosted MCP support
#731 merged
May 21, 2025 -
Upgrade openAI sdk version
#730 merged
May 21, 2025 -
Add ID generation methods to TraceProvider
#729 merged
May 21, 2025 -
DRAFT: Dev/add usage details to Usage class
#726 merged
May 20, 2025 -
Add Galileo to external tracing processors list
#662 merged
May 19, 2025 -
Added mcp 'instructions' attribute to the server
#706 merged
May 18, 2025 -
Create AGENTS.md
#707 merged
May 18, 2025 -
v0.0.15
#701 merged
May 15, 2025 -
feat: Streamable HTTP support
#643 merged
May 14, 2025 -
Update search_agent.py
#677 merged
May 14, 2025 -
feat: pass extra_body through to LiteLLM acompletion
#638 merged
May 14, 2025 -
Fixed a bug for "detail" attribute in input image
#685 merged
May 14, 2025
17 Pull requests opened by 16 people
-
Examples: Fixed agent_patterns/streaming guardrails
#648 opened
May 5, 2025 -
feat: Add support for image function tools
#654 opened
May 6, 2025 -
Added support for gpt4o-realtime models for Speect to Speech interactions
#659 opened
May 7, 2025 -
Create The moon dev
#709 opened
May 17, 2025 -
visualize the complete Agent Loop with an interactive UML
#713 opened
May 18, 2025 -
Make Runner an abstract base class
#720 opened
May 20, 2025 -
docs: fix output guardrail step description
#724 opened
May 20, 2025 -
add get_tool_call_name method to extract tool name from ToolCallItem
#728 opened
May 21, 2025 -
Jules wip 10459775938551966727
#739 opened
May 22, 2025 -
remove "can can" with single can
#751 opened
May 24, 2025 -
Add Sessions for Automatic Conversation History Management
#752 opened
May 24, 2025 -
Docs: Fix Guardrail definition to include both input and output validations
#756 opened
May 25, 2025 -
Fix and Document `parallel_tool_calls` Attribute in ModelSettings
#763 opened
May 26, 2025 -
Added support for passing tool_call_id via the RunContextWrapper
#766 opened
May 27, 2025 -
grammar fix
#790 opened
May 30, 2025 -
Add `exclude_params` feature to `function_tool` for hidden parameter injection
#795 opened
May 30, 2025 -
Export type aliases for tool call types
#805 opened
Jun 3, 2025
53 Issues closed by 14 people
-
Will session memory be implemented in the future?
#748 closed
Jun 3, 2025 -
Chain-of-thought and structured output
#800 closed
Jun 2, 2025 -
Background thread is created on library import
#796 closed
Jun 2, 2025 -
web_search_preview tool call is not limited by max_turns option
#783 closed
Jun 2, 2025 -
Unexpected output type, ignoring: <class 'openai.types.responses.response_output_item.McpCall'>
#777 closed
Jun 2, 2025 -
Streaming Output issue got unnecesory text in output
#753 closed
Jun 2, 2025 -
How to use openai-agents to call text2image API?
#725 closed
Jun 1, 2025 -
How to integrate audio input in agent sdk? (not realtime or voice pipeline, e.g., gpt-4o audio)
#738 closed
Jun 1, 2025 -
@function_tool bug?
#794 closed
May 30, 2025 -
agents.WebSearchTool bug
#788 closed
May 30, 2025 -
Add Portkey AI as tracing Provider in docs
#786 closed
May 29, 2025 -
Tracing client error 400 (MCP)
#710 closed
May 29, 2025 -
Ba
#755 closed
May 27, 2025 -
MCP Stdio- Hosted tools are not supported with the ChatCompletions API
#761 closed
May 26, 2025 -
How to pass hardcoded dynamic messages as agent's responses in the chat history ?
#695 closed
May 26, 2025 -
litellm proxy with openai-agents
#696 closed
May 26, 2025 -
How to pass reasoning=generate_summary for ComputerTool Agent?
#698 closed
May 26, 2025 -
Multiple handoffs requested Error tracing platform
#694 closed
May 25, 2025 -
Troubleshooting Agent Handoff in Multi-Agent Workflow
#681 closed
May 24, 2025 -
Infinite recursion in src/agents/extensions/visualization.py due to circular references
#668 closed
May 23, 2025 -
Streaming chain of thoughts
#721 closed
May 22, 2025 -
When using Japanese in AzureOpenAI, answers may not be displayed
#649 closed
May 22, 2025 -
Threads api
#674 closed
May 22, 2025 -
LiteLLM with Gemini token issue
#734 closed
May 21, 2025 -
Passing images as input to an agent
#727 closed
May 21, 2025 -
llm.txt?
#670 closed
May 20, 2025 -
How to make a LiteLLM models run in Reasoning mode
#671 closed
May 20, 2025 -
Add an example for telephony voice agent
#672 closed
May 20, 2025 -
MCP Server instructions are currently ignored
#704 closed
May 19, 2025 -
Does the formatted output (Agent.output_type) require model support?
#664 closed
May 19, 2025 -
Question about streaming for subagents and tools, and tool hallucinations
#667 closed
May 19, 2025 -
Is there a way to access reasoning_content when calling Runner.run?
#645 closed
May 18, 2025 -
Providing a pydantic model instead of docstring for tool parameters.
#646 closed
May 18, 2025 -
Creating Agents Dynamically
#641 closed
May 16, 2025 -
How to add messages to the conversation history
#642 closed
May 16, 2025 -
Braicool
#675 closed
May 12, 2025 -
Does StopAtTools returns tool result directly to user instead of to LLM?
#632 closed
May 12, 2025 -
additionalProperties should not be set for object types
#608 closed
May 11, 2025 -
Handoff Agent and Tool Call Not Triggering Reliably in Multi-Agent Setup
#617 closed
May 11, 2025 -
How to use on_handoff content in the agent
#627 closed
May 11, 2025 -
What is the role of ReasoningItem
#480 closed
May 10, 2025 -
example streaming events to the client
#653 closed
May 10, 2025 -
Triage agent can not delegate task to handoff agent
#575 closed
May 9, 2025 -
Agent gets stuck 'in-progress'
#647 closed
May 8, 2025 -
How to use custom LLM Gateway having JWT authetication
#652 closed
May 7, 2025 -
Integration of deterministic conversations and other agents
#603 closed
May 6, 2025 -
Are MCPServer and MCPServerSse clients?
#640 closed
May 5, 2025 -
how to use Code Interpreter or Image Output in OpenAI Agents SDK
#360 closed
May 5, 2025 -
## Custom Model Provider Not Working
#485 closed
May 5, 2025 -
function call can not get call_id
#559 closed
May 4, 2025 -
How to use llm outputs in the on_handoff function
#567 closed
May 4, 2025
55 Issues opened by 52 people
-
User Approval Before Executing MCP Tool in Agent Using mcp_servers
#802 opened
Jun 2, 2025 -
Feature Request: Enhanced Run Lifecycle Management - Interrupt and Update Active Runs
#798 opened
Jun 2, 2025 -
Is it possible to use both local tools and mcp server tools?
#797 opened
May 31, 2025 -
SDK support for retrieving historical traces
#793 opened
May 30, 2025 -
Parallel Tool Calling: Q/Bug?
#791 opened
May 30, 2025 -
Processing image/ multi modal responses in function tool results?
#787 opened
May 29, 2025 -
[Feature Request] Add REPL-style `run_demo_loop` utility for rapid agent testing and debugging
#784 opened
May 29, 2025 -
Rate Limit Support
#782 opened
May 28, 2025 -
Return an image from an MCP tool call and pass it to LLM
#779 opened
May 28, 2025 -
web_search_preview never triggers agents.lifecycle.AgentHooks.on_tool_start
#778 opened
May 28, 2025 -
Always access the OpenAI platform when using the DeepSeek model with LitellmModel
#773 opened
May 28, 2025 -
Bug: Pydantic Warnings and `.final_output` Serialization Issue with Code Interpreter File Citations
#772 opened
May 28, 2025 -
Only 1 handoff getting called no matter what
#771 opened
May 28, 2025 -
function_tool calling - agents orchertratins
#769 opened
May 27, 2025 -
Agents Reproducibility - seed ? top_p=0?
#768 opened
May 27, 2025 -
How to dynamically add/remove tools in a `tool_use_behavior="run_llm_again"`-loop
#767 opened
May 27, 2025 -
Tool calling with LiteLLM and thinking models fail
#765 opened
May 27, 2025 -
How to implement handoff between parents and children agents in different paths
#764 opened
May 27, 2025 -
parallel_tool_calls default is True in the client, despite docs saying False
#762 opened
May 26, 2025 -
ValidationError` from `InputTokensDetails` when using `LitellmModel` with `None` cached\_tokens
#760 opened
May 26, 2025 -
LiteLLM + Gemini 2.5 Pro: cached_tokens=None crashes Agents SDK with Pydantic int-validation error
#758 opened
May 26, 2025 -
support for bedrock prompt caching
#750 opened
May 24, 2025 -
Add Session Memory
#745 opened
May 22, 2025 -
Issue with Multi-turn Handoff and Slot Filling
#741 opened
May 22, 2025 -
Can't implement guardrails with litellm
#740 opened
May 22, 2025 -
Unable to use tool calling when using Llama 4 scout via LiteLLM Proxy
#723 opened
May 20, 2025 -
How would I handoff a non-reasoning model with tool calls to a reasoning model?
#722 opened
May 20, 2025 -
Make intermediate results available when `MaxTurnExceededException` is thrown
#719 opened
May 20, 2025 -
Very high response times at random during hand-offs
#717 opened
May 19, 2025 -
Allow agent to return logprobs
#715 opened
May 19, 2025 -
How to pass the control back to triage agent
#714 opened
May 19, 2025 -
PyCharm Fails to Recognize Agent Constructor Arguments (v0.0.15)
#712 opened
May 18, 2025 -
Make FuncTool and @function_tool decorated function callable
#708 opened
May 16, 2025 -
Custom-LLM <think> tag handling
#703 opened
May 15, 2025 -
MCP server restart cause Agent to fail
#693 opened
May 14, 2025 -
Feature Request: Support streaming tool call outputs
#692 opened
May 14, 2025 -
ImportError: cannot import name 'MCPServerStdio' from 'agents.mcp'
#691 opened
May 14, 2025 -
Please add time travel
#688 opened
May 13, 2025 -
Agent attempts to use non-existing tool
#686 opened
May 12, 2025 -
Feature Request: Allow Separate Models for Tool Execution and Final Response in OpenAI Agent SDK
#684 opened
May 12, 2025 -
Add response cost in the Usage
#683 opened
May 12, 2025 -
Unable to use reasoning models with tool calls using LitellmModel
#678 opened
May 11, 2025 -
How to provide resources with a MCP server?
#676 opened
May 11, 2025 -
Error code: 400 "No tool output found for function call"
#673 opened
May 10, 2025 -
from agents.extensions.models.litellm_model import LitellmModel
#666 opened
May 8, 2025 -
Custom model provider ignored when using agents as tools
#663 opened
May 7, 2025 -
First-class streaming tool output
#661 opened
May 7, 2025 -
the same isinstance(output, ResponseFunctionToolCall) check twice in "_run_impl.py "
#658 opened
May 7, 2025 -
OAuth support for MCPServerSse
#657 opened
May 7, 2025 -
Function calling fails on “application/json” MIME type with the latest Gemini models
#656 opened
May 6, 2025 -
Input format in agent as tool
#655 opened
May 6, 2025
32 Unresolved conversations
Sometimes conversations happen on old items that aren’t yet closed. Here is a list of all the Issues and Pull Requests with unresolved conversations.
-
human-in-the-loop
#378 commented on
May 5, 2025 • 0 new comments -
Tool Calling Running in Loop Until Max-Turn
#191 commented on
May 5, 2025 • 0 new comments -
Streamed Voice Agent Demo - Multiple Performance Issues
#301 commented on
May 6, 2025 • 0 new comments -
Add Intro message function for VoicePipeline
#488 commented on
May 6, 2025 • 0 new comments -
Timeout after 300 seconds with any error message. Could it be rate limiting?
#511 commented on
May 7, 2025 • 0 new comments -
Reasoning model items provide to General model
#569 commented on
May 8, 2025 • 0 new comments -
Retry mechanism for ModelBehaviorError
#325 commented on
May 8, 2025 • 0 new comments -
Missing Handling for `delta.reasoning_content` in `agents.models.chatcmpl_stream_handler.ChatCmplStreamHandler.handle_stream`
#578 commented on
May 9, 2025 • 0 new comments -
Add HTTP Streamable support for MCP's
#600 commented on
May 9, 2025 • 0 new comments -
Websocket streaming audio in realtime from client
#536 commented on
May 12, 2025 • 0 new comments -
History Cleaning
#545 commented on
May 12, 2025 • 0 new comments -
is there a way to block the handoff to an agent based on a custom logic ?
#585 commented on
May 15, 2025 • 0 new comments -
Ordering of events in Runner.run_streamed is incorrect
#583 commented on
May 16, 2025 • 0 new comments -
Question about Tool Call Streaming
#326 commented on
May 16, 2025 • 0 new comments -
Duplicate tool names across MCP servers cause errors
#464 commented on
May 17, 2025 • 0 new comments -
Proper way of managing large context window for ComputerTool
#111 commented on
May 20, 2025 • 0 new comments -
Support for OpenAI agents sdk with Javascript/Typescript
#240 commented on
May 21, 2025 • 0 new comments -
How to make the conversation finally back to the MAIN AGENT
#527 commented on
May 22, 2025 • 0 new comments -
Support for MCP prompts and resources
#544 commented on
May 22, 2025 • 0 new comments -
Add Support for Image Return in Agent Tools
#341 commented on
May 24, 2025 • 0 new comments -
Cannot get the last tool_call_output event in stream_events when MaxTurnsExceeded
#526 commented on
May 26, 2025 • 0 new comments -
Enhance `on_tool_start` Hook to Include Tool Call Arguments
#252 commented on
May 26, 2025 • 0 new comments -
Best practices for long running tools?
#295 commented on
May 29, 2025 • 0 new comments -
Why does the Computer protocol not have the goto method?
#547 commented on
May 29, 2025 • 0 new comments -
[Bug]: SDK crashes when `choices` is `None` (provider-error payload)
#604 commented on
May 30, 2025 • 0 new comments -
Human-In-The-Loop Architecture should be implemented on top priority!
#636 commented on
Jun 2, 2025 • 0 new comments -
Add tool call parameters for `on_tool_start` hook
#253 commented on
May 23, 2025 • 0 new comments -
add reasoning content to ChatCompletions
#494 commented on
May 5, 2025 • 0 new comments -
Make input/new items available in the run context
#572 commented on
May 13, 2025 • 0 new comments -
Add a new GH Actions job to automatically update translated document pagse
#598 commented on
May 21, 2025 • 0 new comments -
[MCP][Utils] Add support for FastMCP processing
#631 commented on
May 20, 2025 • 0 new comments -
fix: add ensure_ascii=False to json.dumps for correct Unicode output
#639 commented on
May 25, 2025 • 0 new comments