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Insights: openai/openai-agents-python
Overview
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- 0 Merged pull requests
- 15 Open pull requests
- 13 Closed issues
- 27 New issues
There hasn’t been any commit activity on openai/openai-agents-python in the last week.
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15 Pull requests opened by 13 people
- Revert "Add is_enabled to handoffs (#925)"
#982 opened
Jul 1, 2025 - feat(agents): Add on_llm_start and on_llm_end Lifecycle Hooks
#987 opened
Jul 1, 2025 - avoid concat tool call delta id
#990 opened
Jul 2, 2025 - Create Security
#994 opened
Jul 2, 2025 - Support OPENAI_BASE_URL in tracing
#997 opened
Jul 2, 2025 - Added runtime validation for Agent name field
#998 opened
Jul 3, 2025 - Support Streaming of Function Call Arguments
#999 opened
Jul 3, 2025 - fix(function_schema): description issue
#1000 opened
Jul 3, 2025 - fix(hooks): handle kwargs in hook calls
#1002 opened
Jul 3, 2025 - Fix: Ensure output_guardrail provides function name instead of defaulting to None
#1003 opened
Jul 3, 2025 - Add run configuration inheritance for agent-as-tool workflows
#1006 opened
Jul 4, 2025 - Support for file_input content (#fix 893)
#1009 opened
Jul 4, 2025 - Support mcp prompts
#1010 opened
Jul 5, 2025 - Add get_prompt and list_prompts to MCPServer
#1013 opened
Jul 5, 2025 - Fix agent lifecycle example output to reflect correct hook execution order
#1015 opened
Jul 5, 2025
13 Issues closed by 8 people
- Support for passing extra headers in request for LitellmModel Class
#1031 closed
Jul 7, 2025 - How to deal with agents not calling the appropriate tools
#178 closed
Jul 7, 2025 - Feature Request: Add a configurable timeout for MCP tool calls
#1024 closed
Jul 7, 2025 - Support Anthropic Prompt Caching
#905 closed
Jul 7, 2025 - Adding a ToolRAG that the user can enable when he gives to the agent many tools.
#913 closed
Jul 7, 2025 - Adding a knowledge parameter within the Agent class
#914 closed
Jul 7, 2025 - Go version of the Agents SDK?
#942 closed
Jul 7, 2025 - Provided By OpenAI Kittens SSO
#929 closed
Jul 6, 2025 - Document upload across gemini, claude and gpt (completions API)
#933 closed
Jul 6, 2025 - [Docs Bug] RunConfig.model does not override Agent.model as stated in documentation
#1007 closed
Jul 4, 2025 - chat completion model failed to produce multiple tool call items
#989 closed
Jul 2, 2025 - Open ai agent python
#983 closed
Jul 2, 2025 - docs/mcp.md
#988 closed
Jul 1, 2025
27 Issues opened by 26 people
- Add `tool_name` to `ToolContext` for generic tool handlers
#1030 opened
Jul 7, 2025 - MCP Streamable HTTP Server Client times out in v0.1.0
#1029 opened
Jul 7, 2025 - How system prompt constructed?
#1028 opened
Jul 7, 2025 - Unable to override 5 s MCP tool timeout with documented env-vars on v0.1.0
#1026 opened
Jul 7, 2025 - reasoning_item_created never called on stream
#1025 opened
Jul 7, 2025 - Error while trying to use Custom function tools
#1023 opened
Jul 6, 2025 - Passing Local Context to MCP Server Tools
#1021 opened
Jul 6, 2025 - Incomplete RunItemStreamEvent names list
#1020 opened
Jul 6, 2025 - Typo in Agent constructor docs—name marked required but None, int allowed
#1019 opened
Jul 6, 2025 - Feature Request: Add "include_domains" and "exclude_domains" parameters to "WebSearchTool"
#1018 opened
Jul 6, 2025 - Add support for reference images in Agents SDK for image generation
#1017 opened
Jul 6, 2025 - Unclosed client session when using some litellm models
#1016 opened
Jul 5, 2025 - 500 InternalServerError from Google Generative AI client with no retry/backoff
#1014 opened
Jul 5, 2025 - Tool Call Execution Problem with Structured Output
#1012 opened
Jul 5, 2025 - MCP Server -> add prompts
#1011 opened
Jul 5, 2025 - agents.exceptions.UserError: Hosted tools are not supported with the ChatCompletions API.
#1008 opened
Jul 4, 2025 - Agent(name=…)
#996 opened
Jul 2, 2025 - Converter.items_to_messages cannot handle assistant message with both content and tool_calls
#995 opened
Jul 2, 2025 - Agent unable to perform multiple Web Searches by using WebSearchTool
#993 opened
Jul 2, 2025 - FunctionTool ignores strict_json_schema parameter
#992 opened
Jul 2, 2025 - Input guardrail tripwire allows tool execution to continue after exception is raised
#991 opened
Jul 2, 2025 - Error Using Gemini API Key with Agent-as-Tool Pattern in openai-agent-sdk
#986 opened
Jul 1, 2025 - Agent as a tool input_type
#984 opened
Jul 1, 2025 - Agent keep retrying until hit max_retires on function calling
#981 opened
Jul 1, 2025
39 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.
- Add Sessions for Automatic Conversation History Management
#752 commented on
Jul 1, 2025 • 2 new comments - `output_type=List[str]` silently disables “thinking” in Qwen-3 (and similar models), cutting run-time by ~50 % compared with `output_type=str`
#902 commented on
Jun 30, 2025 • 0 new comments - Human-In-The-Loop Architecture should be implemented on top priority!
#636 commented on
Jul 4, 2025 • 0 new comments - OpenAI 'file' message type is supported by Chat Completions
#893 commented on
Jul 4, 2025 • 0 new comments - Tool calling with LiteLLM and thinking models fail
#765 commented on
Jul 4, 2025 • 0 new comments - Support for MCP prompts and resources
#544 commented on
Jul 5, 2025 • 0 new comments - Typed handoffs
#955 commented on
Jul 5, 2025 • 0 new comments - Potentially Adding Citation feature button for Researchers
#949 commented on
Jul 5, 2025 • 0 new comments - Clarify how to filter final vs. intermediate generation events in streaming API
#947 commented on
Jul 5, 2025 • 0 new comments - MCPServerSse not able to connect to mcp server running within docker container
#946 commented on
Jul 5, 2025 • 0 new comments - results field in Code Interpreter always returns None
#917 commented on
Jul 5, 2025 • 0 new comments - When will realtime capabilities be added like they are in the Typescript SDK?
#894 commented on
Jul 5, 2025 • 0 new comments - OpenAI SDK does not expose MCP session ID, making stateful streamable HTTP sessions impossible
#924 commented on
Jul 5, 2025 • 0 new comments - Add a new GH Actions job to automatically update translated document pagse
#598 commented on
Jul 1, 2025 • 0 new comments - Added support for gpt4o-realtime models for Speect to Speech interactions
#659 commented on
Jul 5, 2025 • 0 new comments - feat(tools): run sync tools in a thread to avoid event loop blocking
#820 commented on
Jul 4, 2025 • 0 new comments - Added support for "return" handoffs (#1)
#869 commented on
Jul 7, 2025 • 0 new comments - Ensure that input_guardrails can block tools from running
#931 commented on
Jul 6, 2025 • 0 new comments - Support Claude extended thinking
#941 commented on
Jul 6, 2025 • 0 new comments - Feat: separate tool_call_item and tool_call_output_item in stream events
#974 commented on
Jul 3, 2025 • 0 new comments - How to add multiple MCP servers in an Agent?
#954 commented on
Jul 1, 2025 • 0 new comments - When using the Azure LLM key and employing "Runner.run_streamed", the token usage returned is 0.
#838 commented on
Jul 1, 2025 • 0 new comments - Cannot run visualization
#978 commented on
Jul 1, 2025 • 0 new comments - Support Streaming of Function Call Arguments
#834 commented on
Jul 1, 2025 • 0 new comments - Yield reasoning delta in the response or add hooks to handle
#825 commented on
Jul 1, 2025 • 0 new comments - Missing Handling for `delta.reasoning_content` in `agents.models.chatcmpl_stream_handler.ChatCmplStreamHandler.handle_stream`
#578 commented on
Jul 1, 2025 • 0 new comments - Add reasoning support for custom models.
#492 commented on
Jul 1, 2025 • 0 new comments - Failed to run when trying the example financial_research_agent with qwen3
#975 commented on
Jul 2, 2025 • 0 new comments - Custom model provider ignored when using agents as tools
#663 commented on
Jul 2, 2025 • 0 new comments - Pydantic requirements mismatch
#967 commented on
Jul 2, 2025 • 0 new comments - Error initializing MCP server: Connection closed
#822 commented on
Jul 3, 2025 • 0 new comments - KeyError: ~TContext while importing with Python 3.11.0
#891 commented on
Jul 3, 2025 • 0 new comments - Can tools ingest images attached to image_url?
#875 commented on
Jul 3, 2025 • 0 new comments - Invalid parameter: messages with role 'tool' must be a response to a preceeding message with 'tool_calls'.
#873 commented on
Jul 3, 2025 • 0 new comments - OPENAI Authentication error
#870 commented on
Jul 3, 2025 • 0 new comments - A2A (Agent2Agent) support
#472 commented on
Jul 3, 2025 • 0 new comments - Support for short‑term and long‑term memory in Agents SDK
#887 commented on
Jul 4, 2025 • 0 new comments - Connection Error on Windows When Running Official LiteLLM Example
#836 commented on
Jul 4, 2025 • 0 new comments - separate stream items for "tool_call_item" and "tool_call_output_item"
#831 commented on
Jul 4, 2025 • 0 new comments