8 Pull requests merged by 7 people

• Add mem0 Memory Implementation

  #6510 merged Jun 16, 2025

• update: openai response api

  #6622 merged Jun 16, 2025

• fix: fix self-loop in workflow

  #6677 merged Jun 16, 2025

• fix: fix devcontainer issue with AGS

  #6675 merged Jun 14, 2025

• docs: Memory and RAG: add missing backtick for class reference

  #6656 merged Jun 13, 2025

• Feature/chromadb embedding functions #6267

  #6648 merged Jun 13, 2025

• Use yaml safe_load instead of load

  #6672 merged Jun 12, 2025

• OTel GenAI Traces for Agent and Tool

  #6653 merged Jun 12, 2025

13 Pull requests opened by 9 people

• Fix output task messages 6150

  #6678 opened Jun 14, 2025

• add env var to disable runtime tracing

  #6681 opened Jun 16, 2025

• Added DuckDuckGo Search Agent in AutoGen Extensions

  #6682 opened Jun 16, 2025

• Make DockerCommandLineCodeExecutor the default for MagenticOne team

  #6684 opened Jun 17, 2025

• Implement Agent Optimizer interface and DSPy backend

  #6686 opened Jun 17, 2025

• Optimize the selection NextSpeaker mechanism of RolePlayOrchestrator …

  #6688 opened Jun 17, 2025

• Add tool name and description override functionality to Workbench implementations

  #6690 opened Jun 18, 2025

• Add support for Gemini 2.5 flash stable

  #6692 opened Jun 18, 2025

• Make reflection step work with various openrouter models

  #6695 opened Jun 18, 2025

• [WIP] Add `tool_choice` to `ChatCompletionClient` `create` and `create_stream` method

  #6697 opened Jun 19, 2025

• add mcp pkg

  #6698 opened Jun 19, 2025

• add mcp pkg

  #6699 opened Jun 19, 2025

• Fix: Use AUTOGENSTUDIO_UI_PATH for custom UI location

  #6701 opened Jun 19, 2025

124 Issues closed by 6 people

• ImportError: cannot import name 'AsyncAnthropicBedrock' from 'anthropic'

  #6687 closed Jun 17, 2025

• [Bug]: llama_index module issue

  #2901 closed Jun 16, 2025

• [Bug]: Setting "silent": True in group chats stops the agent's output from printing to the terminal, but the agent's output is still sent to a client via websockets

  #3033 closed Jun 16, 2025

• [Issue]: How can I disable caching?

  #3153 closed Jun 16, 2025

• [Bug]: ConversableAgent.generate_code_execution_reply should scan all messages not just most recent

  #3304 closed Jun 16, 2025

• [Issue]: how to deploy the local model correctly and run the `agentchat_custom_model.ipynb`?

  #3264 closed Jun 16, 2025

• Ollama client

  #3817 closed Jun 16, 2025

• workflow self loop not work

  #6676 closed Jun 16, 2025

• Workbench (aka "the tool pool") design proposal

  #4721 closed Jun 15, 2025

• Studio devcontainer fails to run `yarn build`

  #5715 closed Jun 14, 2025

• Configuration based agents

  #5593 closed Jun 14, 2025

• Handling UserProxyAgent

  #5599 closed Jun 14, 2025

• Add `StreamProcessor` class for handling message streams produced by `run_stream` and `on_messages_stream`.

  #6182 closed Jun 14, 2025

• Simplify AgentChat: run_stream().to_console()

  #5447 closed Jun 14, 2025

• Azure AI Agent

  #5545 closed Jun 14, 2025

• logger and otel support in inprocess runtime

  #5288 closed Jun 14, 2025

• [Bug]: Tools Exception while generating the code - Especially when agent tries to create folders and files with large code content

  #3263 closed Jun 14, 2025

• [Issue]: Best way to call llama3.1 with function calling from a cloud provider?

  #3257 closed Jun 14, 2025

• [Bug]: Response from calling tool (call_xxxxx) ***** Error: Object of type Book is not JSON serializable

  #3441 closed Jun 14, 2025

• [Issue]: Integrate Web Scraper with RagProxyAgent

  #3434 closed Jun 14, 2025

• [Issue]: How to Store Multiple Autogen Agents and Histories in Azure for Multi-User Environment

  #3302 closed Jun 14, 2025

• [Bug]: Cannot generate drawing or visual

  #3299 closed Jun 14, 2025

• [Bug]: Error in resuming groupchat.

  #3364 closed Jun 14, 2025

• [Bug]: autogen studio - pop up window of sign out is covered by workflow name.

  #3465 closed Jun 14, 2025

• [Feature Request]: Allow model aggregation in AutoGen

  #3040 closed Jun 14, 2025

• [Feature Request]: autogen studio streaming support

  #3115 closed Jun 14, 2025

• [Issue]: Question regarding agent behavior: is the User Proxy the only agent that can run functions?

  #3023 closed Jun 14, 2025

• [Issue]: AttributeError: 'RetrieveUserProxyAgent' object has no attribute 'message_generator'

  #3098 closed Jun 14, 2025

• [Issue]: Second agent does not execute the python script

  #3190 closed Jun 14, 2025

• [Issue]: Inconsistent Agent Execution Order Between Different Machines

  #3094 closed Jun 14, 2025

• [Bug]: GPTAssistantAgent doesn't handle "failed" status

  #2833 closed Jun 14, 2025

• [Issue]: ConversableAgent parameter ---chat_messages

  #2928 closed Jun 14, 2025

• [Bug]: Wrong role set in group chat

  #3009 closed Jun 14, 2025

• [Feature Request]: Filter functions in llm_config for each agent?

  #3013 closed Jun 14, 2025

• [Issue][Discussion]: Use of "name" field for messages

  #2989 closed Jun 14, 2025

• [Issue]: Is there any example of SSE for streaming?

  #3029 closed Jun 14, 2025

• [Issue]: AutoGen Studio v0.1.3 tutorial notebook is broken

  #3105 closed Jun 14, 2025

• [.Net][API Break Change]: Deprecate `ToolCallUpdate`

  #3125 closed Jun 14, 2025

• [Bug]: Handle CTRL+C gracefully

  #3156 closed Jun 14, 2025

• [Feature Request]: Support for function calling and images in MessageHistoryLimiter

  #3121 closed Jun 14, 2025

• [Feature Request]: Print to IOStream for Groq and Mistral Client

  #3065 closed Jun 14, 2025

• [Issue]: tool-BingSearch: Function tool-BingSearch is not available. Available functions are: ClientTool

  #3070 closed Jun 14, 2025

• [Issue]: Securely Passing Authentication Tokens in AutoGen

  #3205 closed Jun 14, 2025

• Is this a bug? , synchronous method called within an asynchronous method?

  #3113 closed Jun 14, 2025

• [Issue]: I want Autogen to stream out ONLY the last agent's messages. How can I do that?

  #3099 closed Jun 14, 2025

• [Bug]: Using reviewer agent (AssistantAgent) with claude-3-5-sonnet-20240620 crashes

  #3162 closed Jun 14, 2025

• [.NET][Feature Request]: Implement RAG Support in AutoGen for .NET

  #2572 closed Jun 14, 2025

• [Issue]: GroupChat with function calling and custom speaker selection does not work (i.e. cannot find the registered functions/tools associated with the agents)

  #2472 closed Jun 14, 2025

• [Bug]: MultmodalConversable agent fails when LLM config points to local Ollama/LLaVA proxied by LiteLLM

  #2528 closed Jun 14, 2025

• [Bug]: Group Chat with Customized Speaker Selection Method Does Not Complete Task

  #2628 closed Jun 14, 2025

• [.Net][Bug]: GroupChat

  #2624 closed Jun 14, 2025

• [Bug]: OpenAI GPT-4 tool error

  #2882 closed Jun 14, 2025

• [Issue]: pgvector query returning byts instead of string

  #2667 closed Jun 14, 2025

• [Issue]: chat_messages usage in 2 agents with tools

  #2968 closed Jun 14, 2025

• [Feature Request]: autogen/conversable_agent.py ----- summary_args lack of options for "reflection and self-criticism"

  #2621 closed Jun 14, 2025

• [Issue]: unable to make calculator example work with local models

  #2953 closed Jun 14, 2025

• [.Net][Feature Request]: Add OpenAIAssistantAgent to connect to OpenAI Assistant

  #2651 closed Jun 14, 2025

• [Bug]: LLamaIndexAgent tests failure

  #3019 closed Jun 14, 2025

• [Feature Request]: we need the `StateFlow` workflow option to have consistent and higher quality results

  #2691 closed Jun 14, 2025

• [Feature Request]: Dynamically removing tools during agent conversation when the tools are not needed or not useful.

  #2666 closed Jun 14, 2025

• [Feature Request]: initiate_chats ‘s context cannot be displayed in dictionary format in the conversation list

  #2753 closed Jun 14, 2025

• [Feature Request]: Auto generate Sequential steps and involve relevant agents from group chat, into solving the Sequential chat

  #2690 closed Jun 14, 2025

• [Bug]: Support for anthropic stopped to work

  #2850 closed Jun 14, 2025

• [Bug]: openai.BadRequestError: Error code: 400 - {'error': {'message': 'Invalid request: user message content is empty', 'type': 'invalid_request_error'}}

  #2754 closed Jun 14, 2025

• [Feature Request]: UserProxy should get method `is_continuation_msg`

  #2743 closed Jun 14, 2025

• [Issue]: Would be Nice to Have a Powerful WebSurfer Team Submitted to LMSys.org

  #2898 closed Jun 14, 2025

• [Bug]: pip install "pyautogen[long-context]" does not install what is expected

  #2756 closed Jun 14, 2025

• [Bug]: 'GroupChatManager' object has no attribute 'resume'

  #2778 closed Jun 14, 2025

• [Issue]: Cant find working directory

  #2918 closed Jun 14, 2025

• Adding Azure AI search as a vector db

  #3059 closed Jun 14, 2025

• Assistants won't call functions, only User Proxy will

  #2392 closed Jun 14, 2025

• [Feature Request]: Add Google Gemini blocking thresholds

  #2409 closed Jun 14, 2025

• [Feature Request]: Change the tool_choice from auto

  #2462 closed Jun 14, 2025

• [Issue]: `reflection_with_llm` not working with ollama/llama3

  #2474 closed Jun 14, 2025

• [Bug]: AssistantAgent class does not contain method .register_for_llm or .register_for_execution

  #2397 closed Jun 14, 2025

• [Bug]: gemini-1.5-flash causes error

  #2819 closed Jun 14, 2025

• [Bug]: 'OpenAIEmbeddingFunction' object has no attribute 'encode' related to pgvectordb

  #2813 closed Jun 14, 2025

• [Issue]: In studio, how to display each agent's response in real time instead of showing all at the end?

  #2797 closed Jun 14, 2025

• How to store output and pass it into another file

  #2936 closed Jun 14, 2025

• [Feature Request]: Add TransformMessages support to GroupChat's nested Select Speaker conversation

  #2583 closed Jun 14, 2025

• [Feature Request]: Custom output for streaming

  #2637 closed Jun 14, 2025

• [bug] When create an agent In _create_agent in agent_builder.py, it shouldn't try HfApi method by default.

  #2532 closed Jun 14, 2025

• [Issue]: LiteLLM with Ollama function calling cannot find function

  #2548 closed Jun 14, 2025

• [Feature Request]: Allow each message to be sent to a subset of agents in a group chat

  #2544 closed Jun 14, 2025

• [Bug]: "Missing parameter 'tool_call_id'" with MultimodalConversableAgent after a tool call

  #2550 closed Jun 14, 2025

• [Feature Request]: OAI_CONFIG_LIST should accept not only .json, but also .yaml

  #2559 closed Jun 14, 2025

• [Feature Request]: only get agent message to iostream / websocket output

  #2561 closed Jun 14, 2025

• [Feature Request]: Enable overwrite_tools in register_for_llm for GPTAssistantAgent

  #2575 closed Jun 14, 2025

• [Bug]: Autogen is not searching in internet

  #2585 closed Jun 14, 2025

• [Issue]: How to use IOWebsockets with Flask?

  #2611 closed Jun 14, 2025

• [Feature Request]: llm_config with input_price and output_price

  #2435 closed Jun 14, 2025

• [Feature Request]: Connect to the HuggingFace Hub to achieve a multimodal capability

  #2577 closed Jun 14, 2025

• [Issue]: How to Repro GAIA Benchmark Results

  #2592 closed Jun 14, 2025

• \autogen\io\websockets.py", line 205, in input msg = self._websocket.recv() AttributeError: 'Server' object has no attribute 'recv'

  #2610 closed Jun 14, 2025

• [Feature Request]: support cloudflare AI gateway

  #2786 closed Jun 14, 2025

• [Feature Request]: Support Google gemini api in Autogen and Autogen Studio- Google AI Studio

  #2378 closed Jun 14, 2025

• [Feature Request]: Add typo check to workflow

  #2564 closed Jun 14, 2025

• [Issue]: Group-chat will not call function when using IOStream

  #2824 closed Jun 14, 2025

• [Issue]: GroupChat user interface

  #2874 closed Jun 14, 2025

• [Bug]: After registering the tool for the agent, no matter what information I input, it will always call the tool.

  #2893 closed Jun 14, 2025

• [Issue]: How to send output of one agent to another agent?

  #2852 closed Jun 14, 2025

• [Feature Request]: Allow using other database types for teachability

  #3066 closed Jun 14, 2025

• Why I can not tools desc? use react prompt

  #3077 closed Jun 14, 2025

• [Bug]: Can not execute async function when use nested_chats pattern

  #3083 closed Jun 14, 2025

• [Bug]: instructions of GPTAssistantAgent are not updating properly

  #3101 closed Jun 14, 2025

• [Bug]: Websocket demo not working

  #3146 closed Jun 14, 2025

• Code Interpreter tool calling

  #3192 closed Jun 14, 2025

• [Bug]: Error when using logging: [file_logger] Failed to log event Object of type OpenAIWrapper is not JSON serializable

  #3249 closed Jun 14, 2025

• [Issue]: Unable to run a conversation between GPT4 and a local model

  #3261 closed Jun 14, 2025

• [Feature Request]: Support for sequence diagrams for debugging

  #3288 closed Jun 14, 2025

• Port autogen sample from agentic cook book

  #3647 closed Jun 14, 2025

• declarative agents

  #4065 closed Jun 14, 2025

• When using RAG or Multi-Agent features with llama models the script stops replying without meeting the termination condition or errors

  #4422 closed Jun 14, 2025

• Logging metrics for agents

  #4172 closed Jun 14, 2025

• Not able to connect AzureOpenAI using custom agent's configuration LLMConfig in Autogen Studio

  #4694 closed Jun 14, 2025

• Unintuitive UI/UX for "Advanced Options" in Agent Configuration

  #4409 closed Jun 13, 2025

• [Feature Request]: How to build agents automatically from User's request?

  #2679 closed Jun 13, 2025

• Autogen rate_limit_reached_error - how to set a rate limit?

  #4793 closed Jun 13, 2025

• Vulnerability Report: Code Injection Risk Due to Unsafe Usage of eval()

  #4873 closed Jun 13, 2025

• How to handle a session?

  #2391 closed Jun 13, 2025

• [Bug]: New skills are not added to skills.py and LLM can not "see" them

  #2506 closed Jun 13, 2025

• When i installed the autogen studio on my system using conda then its installed the autogen studio but not beta version which i see the functionality in document. its different then what is running on my system.

  #6670 closed Jun 13, 2025

• Support embedding func in ChromaDB memory

  #6267 closed Jun 13, 2025

• OTel traces should follow semantic convention for GenAI

  #6644 closed Jun 12, 2025

6 Issues opened by 4 people

• Add `tool_choice` to `ChatCompletionClient` `create` and `create_stream` method

  #6696 opened Jun 19, 2025

• Making `Workbench` tool names and descriptions modifiable properties to allow for optimization

  #6689 opened Jun 17, 2025

• Agent Optimizer interface and DSPy backend

  #6685 opened Jun 17, 2025

• MagenticOne Team uses local code execution by default

  #6683 opened Jun 17, 2025

• Azure model name

  #6679 opened Jun 16, 2025

• Incomplete Logging in AutoGen Agent – ThoughtEvent and TextMessage Truncated or Empty

  #6673 opened Jun 13, 2025

27 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.

• Feat/OpenAI agent builtin tools 6657

  #6671 commented on Jun 17, 2025 • 9 new comments

• Correct Async functionality with AsyncClientAPI and add embedding model support

  #6660 commented on Jun 18, 2025 • 4 new comments

• Support OpenAIAssistantAgent to use Swarm team and ability to generate HandofffMessage

  #6591 commented on Jun 18, 2025 • 2 new comments

• A2a support

  #6669 commented on Jun 12, 2025 • 0 new comments

• Fix/azure container signal handling 6611

  #6668 commented on Jun 19, 2025 • 0 new comments

• After successfully adding chromaDB data, return the ID.

  #6666 commented on Jun 13, 2025 • 0 new comments

• Fix completion tokens none issue 6352

  #6665 commented on Jun 19, 2025 • 0 new comments

• Add sample for agentchat-streamlit integration

  #6664 commented on Jun 13, 2025 • 0 new comments

• fix: playwright sleep error

  #6662 commented on Jun 13, 2025 • 0 new comments

• Feature/tool error handling docs

  #6654 commented on Jun 19, 2025 • 0 new comments

• Feat/tool call loop and reflection fix

  #6651 commented on Jun 19, 2025 • 0 new comments

• feat: add qwen2.5vl support

  #6650 commented on Jun 14, 2025 • 0 new comments

• Fix/broad exception handling #6280

  #6647 commented on Jun 19, 2025 • 0 new comments

• Feature/agentchat message id field 6317

  #6645 commented on Jun 18, 2025 • 0 new comments

• Add llms.txt for AutoGen documentation

  #6613 commented on Jun 19, 2025 • 0 new comments

• AutoGen Studio: Serve Teams Folder

  #6525 commented on Jun 13, 2025 • 0 new comments

• Remove duplicate aliases

  #6309 commented on Jun 14, 2025 • 0 new comments

• feat: [dotnet] add agents app tests

  #5432 commented on Jun 14, 2025 • 0 new comments

• OpenAIAssistantAgent to support Swarm team and ability to generate HandofffMessage

  #5496 commented on Jun 18, 2025 • 0 new comments

• version0.5.1 -> 0.5.6 : assistantagent use mcp tools as arg output garbled text，workbench is normal. Is version 0.5.6 of the tools incompatible with the old version?

  #6496 commented on Jun 18, 2025 • 0 new comments

• Fix ollama client TODOs

  #5597 commented on Jun 16, 2025 • 0 new comments

• Improve the UX for Adding Models in AutoGen Studio

  #6500 commented on Jun 15, 2025 • 0 new comments

• cant consume openai via requests

  #6538 commented on Jun 14, 2025 • 0 new comments

• o3-mini is not o3, o1-mini is not o1

  #5410 commented on Jun 14, 2025 • 0 new comments

• OpenAIAgent should support other tool types as well as function

  #6657 commented on Jun 14, 2025 • 0 new comments

• The Autogen core distributed group chat sample not working when app deployed to Azure Container App

  #6611 commented on Jun 13, 2025 • 0 new comments

• [Roadmap] AutoGen Studio Roadmap

  #4006 commented on Jun 13, 2025 • 0 new comments