6 Releases published by 1 person

• v0.2.5

  published Aug 7, 2025

• v0.2.6

  published Aug 11, 2025

• v0.2.7

  published Aug 14, 2025

• 0.2.8 v0.2.8

  published Aug 15, 2025

• v0.2.9

  published Aug 22, 2025

• v0.2.10

  published Aug 29, 2025

99 Pull requests merged by 33 people

• v0.2.10

  #1607 merged Aug 29, 2025

• fix: copy extra_kwargs to prevent litellm from polluting metadata

  #1610 merged Aug 29, 2025

• Fix #1564 Add conversations API support

  #1587 merged Aug 29, 2025

• Add reasoning text delta event support for gpt-oss models

  #1586 merged Aug 29, 2025

• Handle LiteLLM's json_tool_call addition for structured outputs

  #1602 merged Aug 29, 2025

• Fix #1592 Web search tool updates

  #1601 merged Aug 28, 2025

• Fix #1585 supporting connectors

  #1600 merged Aug 28, 2025

• Upgrade underlying oepnai package to the latest version

  #1599 merged Aug 28, 2025

• Remove CI job we no longer actively use

  #1590 merged Aug 26, 2025

• Update all translated document pages

  #1589 merged Aug 26, 2025

• Docs: Improve example for custom Session class implementation.

  #1582 merged Aug 26, 2025

• Feature: Make trace_include_sensitive_data configurable via environment variable

  #1192 merged Aug 26, 2025

• Fix: Emit tool_called events immediately in streaming runs

  #1300 merged Aug 25, 2025

• Update all translated document pages

  #1577 merged Aug 24, 2025

• Docs: Improvements for SQLAlchemy Sessions

  #1576 merged Aug 24, 2025

• Update all translated document pages

  #1563 merged Aug 23, 2025

• Re: #1534 Update models document page to cover gpt-5 use cases

  #1535 merged Aug 23, 2025

• Add tests for Agent default model settings when using GPT-5

  #1562 merged Aug 23, 2025

• Update all translated document pages

  #1561 merged Aug 23, 2025

• Docs: Add SQLAlchemy-powered sessions

  #1549 merged Aug 23, 2025

• Realtime: fix typecheck error

  #1558 merged Aug 22, 2025

• Performance: only create the OpenAIRealtimeServerEvent TypeAdapter once

  #1548 merged Aug 22, 2025

• v0.2.9

  #1555 merged Aug 22, 2025

• Add a quick opt-in option to switch to gpt-5 model

  #1534 merged Aug 21, 2025

• Realtime: input timeout trigger event

  #1552 merged Aug 21, 2025

• feat: add retry logic to MCP server operations

  #1554 merged Aug 21, 2025

• Add SQLAlchemy session backend for conversation history management

  #1357 merged Aug 21, 2025

• docs: Add external documentation link to LocalShellTool docstring

  #1547 merged Aug 21, 2025

• Update all translated document pages

  #1543 merged Aug 20, 2025

• Update tracing.md with Agenta

  #1541 merged Aug 20, 2025

• Update all translated document pages

  #1532 merged Aug 19, 2025

• docs(visualization): clarify MCP server support and update screenshot

  #1529 merged Aug 19, 2025

• Add context parameter to run_demo_loop

  #1527 merged Aug 19, 2025

• Update all translated document pages

  #1524 merged Aug 19, 2025

• Add documentation for token usage tracking

  #1518 merged Aug 19, 2025

• Imrpove "Getting Started" on README

  #1516 merged Aug 18, 2025

• Add local_file example to align with TS SDK repo

  #1514 merged Aug 18, 2025

• Fix: filename not provided in chatcmpl_converter.py

  #1513 merged Aug 18, 2025

• clarify docs for tool_use_behavior and simplify description of stop_on_first_tool behavior

  #1510 merged Aug 18, 2025

• feat(agents): Add on_llm_start and on_llm_end Lifecycle Hooks

  #987 merged Aug 16, 2025

• Update all translated document pages

  #1503 merged Aug 15, 2025

• Add conditional tool enabling feature to agent as tool.

  #1193 merged Aug 15, 2025

• Fix #1494 by adding a link to Responses API documentation

  #1502 merged Aug 15, 2025

• 0.2.8

  #1501 merged Aug 15, 2025

• Realtime: allow arbitrarily sized messages

  #1500 merged Aug 15, 2025

• Realtime: fix history bug

  #1495 merged Aug 15, 2025

• Make shallow copies of lists instead of deep copies

  #1490 merged Aug 15, 2025

• Allow modifying the input sent to the model

  #1483 merged Aug 15, 2025

• Update all translated document pages

  #1484 merged Aug 14, 2025

• Docs: Add missing docstring to how_many_jokes tool

  #1479 merged Aug 14, 2025

• Docs: Clarify that guardrails apply to both user input and agent output

  #1482 merged Aug 14, 2025

• Docs: Add missing docstring to get_weather function

  #1478 merged Aug 14, 2025

• Add input validation and type conversion for user input

  #1476 merged Aug 14, 2025

• Fix: Clarify random_number function docstring for inclusive range

  #1475 merged Aug 14, 2025

• v0.2.7

  #1480 merged Aug 14, 2025

• Realtime: one guardrail trip event per response

  #1458 merged Aug 14, 2025

• Update all translated document pages

  #1473 merged Aug 14, 2025

• docs: Clarify the is_enabled parameter in handoff() documentation

  #1472 merged Aug 14, 2025

• Update all translated document pages

  #1471 merged Aug 14, 2025

• Migrate document translation script to gpt-5

  #1470 merged Aug 14, 2025

• Update all translated document pages

  #1469 merged Aug 14, 2025

• docs: Add a comprehensive example for handling function tool errors.

  #1354 merged Aug 14, 2025

• Add input validation and type conversion for user input

  #1462 merged Aug 14, 2025

• Fix: Clarify random_number function docstring for inclusive range

  #1461 merged Aug 14, 2025

• Add a simple gpt-oss example

  #1440 merged Aug 14, 2025

• Fix #1407 Add reasoning.effort="minimal" and "verbosity" params to ModelSettings

  #1439 merged Aug 13, 2025

• Fix: enforce strict instructions function signature in get_system_prompt

  #1426 merged Aug 13, 2025

• feat(tests): add tests for unicode content, special characters, and concurrent access in SQLiteSession

  #1399 merged Aug 11, 2025

• Realtime: add handoff prompt prefix

  #1382 merged Aug 11, 2025

• Added runtime validation for Agent constructor arguments

  #998 merged Aug 11, 2025

• v0.2.6

  #1423 merged Aug 11, 2025

• chore(deps): Bump "openai>=1.99.6,<2"

  #1415 merged Aug 11, 2025

• Updated the default values for two parameters in the ModelSettings class to align with their documented behavior:

  #1392 merged Aug 11, 2025

• Add streaming function call arguments example

  #1052 merged Aug 11, 2025

• Add logprobs to ModelSettings

  #971 merged Aug 11, 2025

• Update all translated document pages

  #1413 merged Aug 11, 2025

• Improve accuracy of guardrails and lifecycle hook descriptions

  #1386 merged Aug 11, 2025

• Enhanced FAQ lookup tool in examples/customer_service app

  #1063 merged Aug 11, 2025

• feat: support agent output guardrails in realtime

  #1381 merged Aug 8, 2025

• v0.2.5

  #1398 merged Aug 7, 2025

• Realtime: send session update before tool response

  #1388 merged Aug 7, 2025

• Realtime: fix interrupt logic

  #1370 merged Aug 4, 2025

• Update all translated document pages

  #1369 merged Aug 4, 2025

• feat(viz): draw MCP servers

  #1368 merged Aug 4, 2025

• Add functionality to update agent during realtime session

  #1366 merged Aug 4, 2025

• Fix docstring formatting and add safe check for empty message content

  #1360 merged Aug 3, 2025

• Fix style and wording issues in handoffs.py

  #1356 merged Aug 3, 2025

• Fix type annotation and clarify tool behavior docs

  #1355 merged Aug 3, 2025

• Fix #980 Chat Completions: fails with function name for tool_choice parameter w/ streaming enabled

  #1206 merged Aug 1, 2025

• Fix #1277 missing StopAtTools and ToolsToFinalOutputFunction in agents module

  #1278 merged Aug 1, 2025

• Clarify shallow-copy behavior of tools and handoffs in Agent.clone()

  #1296 merged Aug 1, 2025

• Feat: separate tool_call_item and tool_call_output_item in stream events

  #974 merged Aug 1, 2025

• Fix(mcp): Unreachable structured content branch in invoke_mcp_tool

  #1250 merged Aug 1, 2025

• Handle processor exceptions and fix tracing log formatting

  #1292 merged Aug 1, 2025

• Update all translated document pages

  #1341 merged Aug 1, 2025

• Fix set_api_key breaking cached property mechanism

  #1339 merged Aug 1, 2025

• docs: Clarify and enhance run_demo_loop utility documentation for beginners

  #1330 merged Aug 1, 2025

• Update all translated document pages

  #1336 merged Aug 1, 2025

• Add tracing guide for non-OpenAI LLMs in docs/tracing.md

  #1329 merged Aug 1, 2025

11 Pull requests opened by 11 people

• Feat: Add Optional Structured Session Metadata

  #1474 opened Aug 14, 2025

• fix(voice/stt): accept conversation.item.input_audio_transcription.completed (keep legacy alias)

  #1537 opened Aug 20, 2025

• Save session on turn rather than at final response

  #1550 opened Aug 21, 2025

• feat(run): lifecycle interrupt + live input injection; cancel-aware tools; safer tracing

  #1557 opened Aug 22, 2025

• fix(responses): normalize reasoning items by inserting placeholder as…

  #1593 opened Aug 27, 2025

• [WIP] Tool guardrails

  #1606 opened Aug 28, 2025

• Enable gpt-realtime released at 2025 08 28

  #1615 opened Aug 29, 2025

• fix(run): fire on_llm_start / on_llm_end in Runner.run() for streaming & non-streaming (aligns with docs)

  #1619 opened Aug 29, 2025

• Ensure that input_guardrails can block model/tools from running

  #1622 opened Aug 30, 2025

• fixed_typo: wiht -> with

  #1624 opened Aug 31, 2025

• [Minor] Address_Issue_1625: Remove extra preceding space

  #1626 opened Sep 1, 2025

145 Issues closed by 30 people

• Is it possible for a realtime agent to handoff to a regular agent?

  #1525 closed Aug 31, 2025

• Duplicated outputs

  #1531 closed Aug 31, 2025

• input list for agents when using as tools

  #1533 closed Aug 31, 2025

• WEB SEARCH TOOL NOT WORKING

  #1617 closed Aug 29, 2025

• Fix Agent.name Type Annotation

  #1618 closed Aug 29, 2025

• Add conversations API support

  #1564 closed Aug 29, 2025

• Add Flag for Priority Processing Tier (or Tier in general)

  #1459 closed Aug 28, 2025

• Models do not support json_schema type of response_format

  #1595 closed Aug 28, 2025

• Web search tool updates

  #1592 closed Aug 28, 2025

• Add connector support

  #1585 closed Aug 28, 2025

• GPT-5 Code Interpreter giving error with previous_response_id

  #1603 closed Aug 28, 2025

• LiteLLM + Gemini 2.5 Pro: cached_tokens=None crashes Agents SDK with Pydantic int-validation error

  #758 closed Aug 28, 2025

• Unclosed client session when using some litellm models

  #1016 closed Aug 28, 2025

• items_to_messages method not handle "ResponseReasoningItemParam"

  #1165 closed Aug 28, 2025

• Citations/Annotations Lost When Using LitellmModel with Perplexity Models

  #1346 closed Aug 28, 2025

• Issue with output_type and Custom LLM Providers in openai-agents-python

  #1390 closed Aug 28, 2025

• NotFoundError when using LiteLLM with localhost

  #1526 closed Aug 28, 2025

• Structured outputs with Gemini via LiteLLM does not work

  #1575 closed Aug 28, 2025

• Forcing MCP Use

  #1581 closed Aug 28, 2025

• Does gpt-oss support Agents SDK tools?

  #1379 closed Aug 28, 2025

• How to use ImageGenerationTool with other third-party models

  #1591 closed Aug 27, 2025

• Add support for global or environment-based default for `trace_include_sensitive_data` in `RunConfig`

  #1183 closed Aug 26, 2025

• Custom model provider agent does not use tool calling when an output type is specified

  #332 closed Aug 26, 2025

• MCP OAuth Support and Multi-Tenancy

  #1566 closed Aug 25, 2025

• SSL error for streaming voice terminal app

  #423 closed Aug 25, 2025

• How can you add session (memory) to realtime agents

  #1464 closed Aug 25, 2025

• RealtimeAgent Error(message='Conversation already has an active response in progress: Wait until the response is finished')

  #1466 closed Aug 25, 2025

• Bug: `run_streamed` Buffers `tool_call_item` Events, Delaying Real-Time Feedback

  #1282 closed Aug 25, 2025

• Streaming the final output

  #1578 closed Aug 24, 2025

• LLM-friendly Documentation

  #1412 closed Aug 24, 2025

• Eval integration

  #1418 closed Aug 24, 2025

• RuntimeError: aclose(): asynchronous generator is already running w/ realtime/app example

  #1427 closed Aug 24, 2025

• Unexpected behavior with MCP server tools

  #1430 closed Aug 24, 2025

• Model parameter compatibility documentation

  #1435 closed Aug 24, 2025

• agents.exceptions.MaxTurnsExceeded with Llama 3.3

  #1442 closed Aug 24, 2025

• truncation not working for gpt-oss

  #1574 closed Aug 23, 2025

• GPT-5 Chain Of Thought

  #1556 closed Aug 23, 2025

• Title: Handoff fails with Invalid 'input[1].id': '__fake_id__' when using non-OpenAI models and OpenAI tracing

  #1485 closed Aug 23, 2025

• Local LLM implementation endlessly calling tool with no final answer

  #1544 closed Aug 23, 2025

• RunContextWrapper in MCP server tools

  #1383 closed Aug 23, 2025

• how to cleanup mcp servers correctly?

  #1393 closed Aug 23, 2025

• How to track finish_reason when using the Runner class

  #1406 closed Aug 23, 2025

• SQLAlchemy Session Store for Production Databases

  #1328 closed Aug 21, 2025

• Add domain filtering options to WebSearchTool

  #1542 closed Aug 20, 2025

• Agent as tool

  #1540 closed Aug 20, 2025

• Passing verbosity in extra_body breaks structured output

  #1536 closed Aug 20, 2025

• Request to Graduate LiteLLM Integration Out of Beta

  #1237 closed Aug 20, 2025

• Add reasoning support for custom models.

  #492 closed Aug 20, 2025

• Timeout after 300 seconds with any error message. Could it be rate limiting?

  #511 closed Aug 20, 2025

• Websocket streaming audio in realtime from client

  #536 closed Aug 20, 2025

• History Cleaning

  #545 closed Aug 20, 2025

• bugs in run.py

  #570 closed Aug 20, 2025

• `RunResult` missing `.usage` attribute in latest OpenAI Agents SDK

  #1457 closed Aug 19, 2025

• Import error with openai==1.100.0

  #1519 closed Aug 18, 2025

• Handoffs to deterministic workflows

  #1274 closed Aug 18, 2025

• Why in chat gpt doesnt answer me message, only reasoning

  #1517 closed Aug 18, 2025

• Function calling fails on “application/json” MIME type with the latest Gemini models

  #656 closed Aug 18, 2025

• OAuth support for MCPServerSse

  #657 closed Aug 18, 2025

• from agents.extensions.models.litellm_model import LitellmModel

  #666 closed Aug 17, 2025

• Figuring out how to use streamable http mcp server

  #1316 closed Aug 17, 2025

• Run `custom_output_extractor` AFTER `RunHooks.on_tool_end`

  #1375 closed Aug 17, 2025

• Trace logs no longer shows formatted JSON

  #1506 closed Aug 17, 2025

• Why does Agent.name accept non-string values at runtime?

  #1504 closed Aug 17, 2025

• Add is_enabled option to Agent as a tool pattern

  #1097 closed Aug 15, 2025

• Detailed guide on truncation option in ModelSettings

  #1494 closed Aug 15, 2025

• SQLiteSession: Consecutive same input should still trigger tool execution

  #1496 closed Aug 15, 2025

• File paths within Code Interpreter container instances

  #1489 closed Aug 15, 2025

• How to disable default OpenAI tracer and use only Datadog ddtrace for tracing

  #1477 closed Aug 15, 2025

• WebSearchTool never gets called in a multi agent setup but works with a single agent.

  #1488 closed Aug 15, 2025

• RunResult missing .usage property for token usage tracking

  #1487 closed Aug 15, 2025

• LiteLLM calls not working because of improper imports

  #1402 closed Aug 15, 2025

• Tool call parsed as regular message or raises errors (litellm+Mistral)

  #1196 closed Aug 15, 2025

• Add `timeout` feature for agent runs

  #1425 closed Aug 14, 2025

• Error code: 400 "No tool output found for function call"

  #673 closed Aug 14, 2025

• Very high response times at random during hand-offs

  #717 closed Aug 14, 2025

• Add reasoning.effort="minimal" and "verbosity" params to ModelSettings

  #1407 closed Aug 13, 2025

• Engineering review request — persistent emergent optimization layer ("NEO Core")

  #1441 closed Aug 13, 2025

• Gemini 2.5 does not work well with function call

  #1420 closed Aug 13, 2025

• Built-in Support for Sticky Session Routing / Direct Agent Handoff

  #1436 closed Aug 13, 2025

• Processing image/ multi modal responses in function tool results?

  #787 closed Aug 13, 2025

• Prompt the handed model to begin a structured conversation.

  #1428 closed Aug 13, 2025

• Agent keep retrying until hit max_retires on function calling

  #981 closed Aug 12, 2025

• Return

  #259 closed Aug 12, 2025

• Support for OpenAI Realtime Models in Agents SDK

  #239 closed Aug 12, 2025

• Agents SDK v0.0.4: Local Traces Missing Critical LLM Outputs and Tool Interaction Data

  #222 closed Aug 12, 2025

• Tracing for the realtime api

  #220 closed Aug 12, 2025

• Clarification on the need for RunContextWrapper[UserContext] and Agent[UserContext]

  #219 closed Aug 12, 2025

• Discrepancy in Documentation: strict_mode Parameter Mentioned but Not Implemented in function_tool Decorator

  #215 closed Aug 12, 2025

• 404 Error During Agent Handoff in Multi-Agent System

  #206 closed Aug 12, 2025

• Got this error with example file {'error': {'message': 'The model `computer-use-preview-2025-03-11` does not exist or you do not have access to it.', 'type': 'invalid_request_error', 'param': None, 'code': 'model_not_found'}}

  #183 closed Aug 12, 2025

• How to use the Custom Web Search tool

  #170 closed Aug 12, 2025

• collective Multi-agent reinforcement learning

  #160 closed Aug 12, 2025

• The output panel shows "Request failed" after the task is completed

  #157 closed Aug 12, 2025

• Are there some other way to set up the api token besides setting it as an environment variable?

  #154 closed Aug 12, 2025

• Is it possible to use a locally privatized model?

  #136 closed Aug 12, 2025

• Hosted tool 'computer_use_preview' is not supported

  #132 closed Aug 12, 2025

• from LangChain and Langgraph to openai-agents

  #128 closed Aug 12, 2025

• Changing the src/agents/models/openai_chatcompletions.py into smaller parts

  #119 closed Aug 12, 2025

• use localmodel with openai format does not work

  #118 closed Aug 12, 2025

• Proper way of managing large context window for ComputerTool

  #111 closed Aug 12, 2025

• Support for Gemini Flash

  #106 closed Aug 12, 2025

• Allow agent to return logprobs

  #715 closed Aug 12, 2025

• Agent session error in OpenAI Agents SDK when handling tool output

  #1429 closed Aug 12, 2025

• No validation on the Agent constructor arguments

  #996 closed Aug 11, 2025

• ChatCompletionMessageToolCallParam can't not be converted with openai>=1.99.0

  #1401 closed Aug 11, 2025

• Latest `openai` release (`1.99.2`) breaks `LitellmModel`.

  #1395 closed Aug 11, 2025

• `TypeError: Cannot instantiate typing.Union` when running with latest `openai` Python package

  #1417 closed Aug 11, 2025

• TypeError: Cannot instantiate typing.Union when calling tools due to misuse of TypeAlias in chatcmpl_converter.py

  #1416 closed Aug 11, 2025

• Import error with openai package 1.99.0

  #1378 closed Aug 11, 2025

• Reasoning summary output items from Azure OpenAI models

  #1389 closed Aug 11, 2025

• How to use non-async agents when tools respond synchronously (no /responses endpoint)?

  #1391 closed Aug 11, 2025

• clear the memory of agents between handoffs

  #1244 closed Aug 11, 2025

• How do I obtain the assistant and input audio transcription events using RealtimeAgent?

  #1380 closed Aug 11, 2025

• LiteLLM: extra_body with guardrails is not taken into account

  #1324 closed Aug 11, 2025

• Discussion: Folder and files structure for context session management

  #1365 closed Aug 11, 2025

• agents.exceptions.UserError: Unhandled item type or structure when use reasoning model with tool call.

  #1004 closed Aug 11, 2025

• Will an agent call a tool multiple times?

  #1394 closed Aug 10, 2025

• TypeError: Cannot instantiate typing.Union

  #1411 closed Aug 10, 2025

• agent stop when no tool called

  #1279 closed Aug 10, 2025

• Best way to store structured conversation context

  #1299 closed Aug 10, 2025

• include_usage in ModelSettings class

  #1311 closed Aug 10, 2025

• How to show Metadata/Sessions/Tags when using Litellm version sdk

  #1210 closed Aug 9, 2025

• Agent-level MCP server tool filtering

  #1234 closed Aug 9, 2025

• How to Retrieve Tool Name from `tool_call_item` Event in Streaming?

  #1264 closed Aug 9, 2025

• How to handle files

  #1281 closed Aug 9, 2025

• Is it possible to silence `OPENAI_API_KEY is not set, skipping trace export`, without silencing third-party tracers?

  #1387 closed Aug 7, 2025

• tool_call_item event fires only after tool results instead of before

  #1037 closed Aug 7, 2025

• A2A - (Agent-to-Agent) Protocol Support

  #1374 closed Aug 6, 2025

• Tool Call Results are not Appearing in Realtime API and Tool Calls are Not Showing Up in Tracing

  #1156 closed Aug 6, 2025

• docs: Propose adding examples for all `function_tool` parameters

  #1372 closed Aug 5, 2025

• Unhandled item type or structure with resoning item

  #1164 closed Aug 5, 2025

• Configure `failure_error_function` in FunctionTool class

  #1367 closed Aug 5, 2025

• Agent calls a tool: transfer_to_<some_functionality> instead of just carrying out a conversation to capture data.

  #1239 closed Aug 5, 2025

• How can I connect an internally deployed custom model API to the OpenAI agents SDK?

  #1223 closed Aug 4, 2025

• RealtimeAgent: how to get the model to greet the caller to start the conversation?

  #1265 closed Aug 3, 2025

• as_tool Only Executes at Agent Level, Not During Runner Execution

  #1194 closed Aug 3, 2025

• Agent.name accepts non-str types despite docs specifying str

  #1351 closed Aug 2, 2025

• [Question] Relationships between instructions, prompt, handoff, and input_type/output_type in openai-agent-sdk

  #1177 closed Aug 2, 2025

• Citations/Annotations Lost When Using LitellmModel with Perplexity Models

  #1345 closed Aug 1, 2025

• Chat Completions: fails with function name for tool_choice parameter w/ streaming enabled

  #980 closed Aug 1, 2025

• Improve tool_use_behavior documentation: Clarify import paths for StopAtTools and ToolsToFinalOutputFunction

  #1277 closed Aug 1, 2025

• Clarify Copy Type for tools and handoffs in Agent.clone() Documentation

  #1293 closed Aug 1, 2025

• invoke_mcp_tool behavior clarification for use_structured_content

  #1236 closed Aug 1, 2025

• Including Conversation History in a Gradio Chat Function

  #1338 closed Aug 1, 2025

• Run Notion MCP

  #1195 closed Aug 1, 2025

38 Issues opened by 33 people

• Error in the code block for the Agents..md

  #1625 opened Sep 1, 2025

• logprobs and refusal validation error for non-OpenAI model providers

  #1616 opened Aug 29, 2025

• Support for `gpt-realtime`

  #1614 opened Aug 29, 2025

• on_llm_start / on_llm_end hooks passed to Runner aren't triggered

  #1612 opened Aug 29, 2025

• Bad Request 400 : Reasoning model issue while store is True

  #1611 opened Aug 29, 2025

• Feature Request: Support Custom Headers for MCP Servers in OpenAI Realtime API

  #1609 opened Aug 29, 2025

• Feature Request: Support for Remote Streamable HTTP MCP Servers in OpenAI Realtime API

  #1608 opened Aug 29, 2025

• Tool results as model input fails with harmony backed models (gpt-oss)

  #1605 opened Aug 28, 2025

• Configure realtime agents with Azure OpenAI's Realtime API

  #1594 opened Aug 27, 2025

• Disable SSL verification for local mcp servers

  #1583 opened Aug 25, 2025

• `tool_output` stream events don't distinguish between success and error states

  #1579 opened Aug 24, 2025

• Calling agents as tools fails with "The tool returned an error" when using Gemini models

  #1565 opened Aug 23, 2025

• Input Audio Noise Cancellation on Realtime Agent

  #1560 opened Aug 22, 2025

• Sometimes Gemini via LiteLLM will return a response with no `choice`s

  #1559 opened Aug 22, 2025

• How do I handle image outputs from tools and feed it back to the LLM during an agent run?

  #1553 opened Aug 21, 2025

• Session objects not updated until final output

  #1551 opened Aug 21, 2025

• ModuleNotFoundError: openai.types.beta.realtime.conversation_item_input_audio_transcription_completed_event

  #1546 opened Aug 21, 2025

• Context window management on long sessions

  #1539 opened Aug 20, 2025

• Chat Completions: Immediately return `ResponseReasoningSummaryPartDoneEvent` event when `reasoning_content` ends

  #1528 opened Aug 19, 2025

• Getting request tokens for the agent as a tool

  #1520 opened Aug 18, 2025

• Ability to cancel/stop an active Runner

  #1512 opened Aug 17, 2025

• trace_include_sensitive_data=False does not apply to agents as tools

  #1492 opened Aug 15, 2025

• Tools not getting called w/ gpt-4.1

  #1481 opened Aug 14, 2025

• openai.BadRequestError with gpt-oss-120b - Expected 2 output messages (reasoning and final), but got 3.

  #1468 opened Aug 14, 2025

• Tool not invoked on consecutive calls when using SQLiteSession in OpenAI Agent SDK

  #1465 opened Aug 14, 2025

• `UserError` not raised when invalid tool type is passed to `tools` parameter

  #1443 opened Aug 13, 2025

• Fail to load traces when using a different API key for tracing

  #1437 opened Aug 13, 2025

• in history_updated events, the status of 'assistant' is always 'in_progress'. After the assistant has spoken or generated audio, it must say 'Completed'

  #1434 opened Aug 13, 2025

• Cannot use outputType with gpt-oss:20b

  #1414 opened Aug 11, 2025

• gpt-5 model fails to complete my tasks while gpt-4.1 completes

  #1409 opened Aug 8, 2025

• if mcp initialize fails, the streaming hangs

  #1404 opened Aug 8, 2025

• GPT-5 does not work well compared to 4.1

  #1397 opened Aug 7, 2025

• Suggestion: Database schema for conversations could be better

  #1385 opened Aug 6, 2025

• Proposal: Return results to the parent Agent

  #1376 opened Aug 5, 2025

• Distributed tracing

  #1363 opened Aug 4, 2025

• MongoDB Session Store

  #1362 opened Aug 4, 2025

• Discrepancy Between `make check` and CI

  #1350 opened Aug 2, 2025

• Support for Streaming Events from Long-Running Tools

  #1333 opened Aug 1, 2025

23 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.

• A2A (Agent2Agent) support

  #472 commented on Aug 1, 2025 • 0 new comments

• MCPServerStreamableHttp connection error corrupt next async calls

  #1288 commented on Aug 11, 2025 • 0 new comments

• will there be a Java version of openai-agents-java in the future?

  #115 commented on Aug 11, 2025 • 0 new comments

• Why have agents (or GPT 4.1) slowed down so much?

  #1249 commented on Aug 12, 2025 • 0 new comments

• BadRequestError while trying out input guardrails w/ Groq

  #129 commented on Aug 12, 2025 • 0 new comments

• FileSearchTool runs despite InputGuardrailTripwireTriggered

  #889 commented on Aug 14, 2025 • 0 new comments

• Local memory and context window length

  #177 commented on Aug 14, 2025 • 0 new comments

• Add `method_tool` Functionality

  #94 commented on Aug 15, 2025 • 0 new comments

• Agent run with previous_response_id fails - No tool output found for function call call_WdnUUKXKvwy3jk....

  #1061 commented on Aug 19, 2025 • 0 new comments

• Feature Request: Support Manual Interruption of OpenAI Agent During Execution

  #329 commented on Aug 20, 2025 • 0 new comments

• Unable to use reasoning models with tool calls using LitellmModel

  #678 commented on Aug 20, 2025 • 0 new comments

• Tool calling with LiteLLM and thinking models fail

  #765 commented on Aug 20, 2025 • 0 new comments

• Error "Item ‘rs_ABCD’ of type ‘reasoning’ was provided without its required..." when using CodeInterpreter

  #985 commented on Aug 25, 2025 • 0 new comments

• Human-In-The-Loop Architecture should be implemented on top priority!

  #636 commented on Aug 27, 2025 • 0 new comments

• Human in the loop

  #109 commented on Aug 29, 2025 • 0 new comments

• Input guardrail tripwire allows tool execution to continue after exception is raised

  #991 commented on Aug 29, 2025 • 0 new comments

• No OpenAI tracing with Azure Foundry models

  #1051 commented on Aug 30, 2025 • 0 new comments

• Add Support for Image Return in Agent Tools

  #341 commented on Aug 30, 2025 • 0 new comments

• Ensure that input_guardrails can block tools from running

  #931 commented on Aug 30, 2025 • 0 new comments

• Add run configuration inheritance for agent-as-tool workflows

  #1006 commented on Aug 27, 2025 • 0 new comments

• feat: #864 support streaming nested tool events in Agent.as_tool

  #1057 commented on Aug 30, 2025 • 0 new comments

• Enh - Use handoff_description as Default Fallback for Tool Description in as_tool() of agents

  #1199 commented on Aug 25, 2025 • 0 new comments

• Allow to pass both session and input list

  #1298 commented on Aug 27, 2025 • 0 new comments