[!IMPORTANT] In order to better align with a new multi-packaging structure we have coming very soon, AutoGen is now available on PyPi as autogen-agentchat as of version 0.2.36.

pip install autogen-agentchat~=0.2

Highlights

• Ability to add MessageTransforms to the GroupChat's Select Speaker nested chat (speaker_selection_method='auto') by @marklysze in https://github.com/microsoft/autogen/pull/2719
• Integrate Mem0 for providing long-term memory for AI Agents by @Dev-Khant in https://github.com/microsoft/autogen/pull/3389
• Amazon Bedrock Client for AutoGen by @Hk669 in https://github.com/microsoft/autogen/pull/3232
• Add Couchbase VectorDB Support by @lokesh-couchbase in https://github.com/microsoft/autogen/pull/3525
• Portkey Integration with Autogen by @siddharthsambharia-portkey in https://github.com/microsoft/autogen/pull/3395
• Add Cerebras Integration by @henrytwo in https://github.com/microsoft/autogen/pull/3585
• Ollama Client (with tool calling) by @marklysze in https://github.com/microsoft/autogen/pull/3056
• Ollama library v0.3.3 update with changes to options handling by @marklysze in https://github.com/microsoft/autogen/pull/3593

What's Changed

• [.Net] Dispose kernel after running dotnet interactive tests by @LittleLittleCloud in https://github.com/microsoft/autogen/pull/3378
• Ensure 'name' on initial message by @marklysze in https://github.com/microsoft/autogen/pull/2635
• [.Net] Enable step-by-step execution for two-agent conversation SendAsync API by @LittleLittleCloud in https://github.com/microsoft/autogen/pull/3360
• Add contributor list via contributors.md by @ekzhu in https://github.com/microsoft/autogen/pull/3384
• Update CONTRIBUTORS.md; fix cell order by @gagb in https://github.com/microsoft/autogen/pull/3386
• Update CONTRIBUTORS.md; fix broken URL by @gagb in https://github.com/microsoft/autogen/pull/3387
• Update AutoGen.Net Contributors.md by @LittleLittleCloud in https://github.com/microsoft/autogen/pull/3393
• Update CONTRIBUTORS.md by @rickyloynd-microsoft in https://github.com/microsoft/autogen/pull/3391
• Add Language Agent Tree Search (LATS) notebook by @andyz245 in https://github.com/microsoft/autogen/pull/3376
• [.Net] Release 0.1.0 by @LittleLittleCloud in https://github.com/microsoft/autogen/pull/3398
• [.Net] Rename AutoGen.OpenAI to AutoGen.OpenAI.V1 by @LittleLittleCloud in https://github.com/microsoft/autogen/pull/3358
• Update Docker.md；fix broken URL by @New-World-2019 in https://github.com/microsoft/autogen/pull/3399
• Fix embedding function assignment in QdrantVectorDB by @eddyfidel in https://github.com/microsoft/autogen/pull/3396
• Add mongodb to topic guide docs by @thinkall in https://github.com/microsoft/autogen/pull/3400
• Ability to add MessageTransforms to the GroupChat's Select Speaker nested chat (speaker_selection_method='auto') by @marklysze in https://github.com/microsoft/autogen/pull/2719
• Fix for group chat resume - full chat history for each agent by @marklysze in https://github.com/microsoft/autogen/pull/3412
• Update agent_chat.md；Fix broken URL by @New-World-2019 in https://github.com/microsoft/autogen/pull/3416
• Add None back to remove_termination_string for a_resume in group chat by @heyitsaamir in https://github.com/microsoft/autogen/pull/3410
• Amazon Bedrock Client for AutoGen by @Hk669 in https://github.com/microsoft/autogen/pull/3232
• fix ImportFromModule is unhashable issue by @zcipod in https://github.com/microsoft/autogen/pull/3362
• Transform to add an agent's name into the message content by @marklysze in https://github.com/microsoft/autogen/pull/3334
• [Gallery] Adding a new Finance Tracker Demo Application by @Kirushikesh in https://github.com/microsoft/autogen/pull/3414
• Update contributors by @davorrunje in https://github.com/microsoft/autogen/pull/3420
• Update privacy link in readme and add Consumer Health Privacy notice on website by @jackgerrits in https://github.com/microsoft/autogen/pull/3422
• Add studio pre-print by @gagb in https://github.com/microsoft/autogen/pull/3423
• Update README.md by @gagb in https://github.com/microsoft/autogen/pull/3424
• Update CITATION.cff by @gagb in https://github.com/microsoft/autogen/pull/3427
• Add details about GAIA benchmark evaluation by @jackgerrits in https://github.com/microsoft/autogen/pull/3433
• Add missing contributors by @gagb in https://github.com/microsoft/autogen/pull/3426
• Update package.json, remove gh-pages dep by @victordibia in https://github.com/microsoft/autogen/pull/3435
• [.Net] Add AutoGen.OpenAI package that uses OpenAI v2 SDK by @LittleLittleCloud in https://github.com/microsoft/autogen/pull/3402
• Autogenstudio Update - Support for Anthropic/Mistral, Other Updates by @victordibia in https://github.com/microsoft/autogen/pull/3439
• Fix AutoGen Studio pathPrefix error on Windows by @New-World-2019 in https://github.com/microsoft/autogen/pull/3406
• fix: tool calling cohere by @Anirudh31415926535 in https://github.com/microsoft/autogen/pull/3355
• [.Net] add output schema to generateReplyOption by @LittleLittleCloud in https://github.com/microsoft/autogen/pull/3450
• Use utf-8 encoding at subprocess.run() by @giorgossideris in https://github.com/microsoft/autogen/pull/3454
• fix model_config SQLModel by @Hk669 in https://github.com/microsoft/autogen/pull/3457
• Fix for Anthropic client class so system messages aren't lost by @marklysze in https://github.com/microsoft/autogen/pull/3392
• docs: fix autogen install url by @Lulalaby in https://github.com/microsoft/autogen/pull/3459
• no more then -> no more than #typo by @scenaristeur in https://github.com/microsoft/autogen/pull/3469
• [Graph RAG] Init Commit with GraphRag interfaces by @randombet in https://github.com/microsoft/autogen/pull/3388
• Update usage of built-in LLMs in Microsoft Fabric by @thinkall in https://github.com/microsoft/autogen/pull/3474
• [.Net] In AutoGen.OpenAI and AutoGen.OpenAI.V1, stop setting name field when assistant message contains tool call by @LittleLittleCloud in https://github.com/microsoft/autogen/pull/3481
• [.Net] release v0.2.0 by @LittleLittleCloud in https://github.com/microsoft/autogen/pull/3483
• Integrate Mem0 for providing long-term memory for AI Agents by @Dev-Khant in https://github.com/microsoft/autogen/pull/3389
• Update readme by @gagb in https://github.com/microsoft/autogen/pull/3485
• Ecosystem Mem0: change title by @Dev-Khant in https://github.com/microsoft/autogen/pull/3492
• Support for Human Input Mode in AutoGen Studio by @victordibia in https://github.com/microsoft/autogen/pull/3484
• Fix the bug of creating a new session on the AutoGen Studio playgroun… by @New-World-2019 in https://github.com/microsoft/autogen/pull/3407
• Portkey Integration with Autogen by @siddharthsambharia-portkey in https://github.com/microsoft/autogen/pull/3395
• Update pyproject.toml for AutoGen Studio by @gagb in https://github.com/microsoft/autogen/pull/3495
• Update README.md by @gagb in https://github.com/microsoft/autogen/pull/3499
• [.Net][AutoGen.OpenAI] Allow nullable system message, temperature and max token to support o1-preview model by @LittleLittleCloud in https://github.com/microsoft/autogen/pull/3524
• [.NET] Release v0.2.1 by @DavidLuong98 in https://github.com/microsoft/autogen/pull/3529
• Fix issue caused by chromadb error type change by @thinkall in https://github.com/microsoft/autogen/pull/3557
• Bump express from 4.19.2 to 4.21.0 in /website by @dependabot in https://github.com/microsoft/autogen/pull/3552
• typo intiate_chat -> initiate_chat by @scenaristeur in https://github.com/microsoft/autogen/pull/3533
• #3538: issue: 'https://docs.trychroma.com/embeddings' hyperlink is … by @CellCS in https://github.com/microsoft/autogen/pull/3539
• Fix syntax error in user-defined-functions docs (unecessarily capital… by @SuchitG04 in https://github.com/microsoft/autogen/pull/3336
• Bump webpack from 5.89.0 to 5.94.0 in /website by @dependabot in https://github.com/microsoft/autogen/pull/3438
• Update LLM Caching link in Optional-Dependencies.md by @evanhadfield in https://github.com/microsoft/autogen/pull/2885
• Fix for async group chat resume - full chat history for each agent by @hardchor in https://github.com/microsoft/autogen/pull/3558
• fix: update cohere tool calling multi agents by @Anirudh31415926535 in https://github.com/microsoft/autogen/pull/3488
• Fix role mapping in GPTAssistantAgent for OpenAI API compatibility by @evandavid1 in https://github.com/microsoft/autogen/pull/3555
• Fix Exception in a_generate_reply when function_call is None by @artero in https://github.com/microsoft/autogen/pull/3250
• Catch token count issue while streaming with customized models by @BeibinLi in https://github.com/microsoft/autogen/pull/3241
• Fix AttributeError: 'NoneType' object has no attribute 'name' by @drewgillson in https://github.com/microsoft/autogen/pull/3127
• Add cookies from http session to web socket used by JupyterCodeExecutor by @timrbula in https://github.com/microsoft/autogen/pull/3312
• Bump micromatch from 4.0.5 to 4.0.8 in /website by @dependabot in https://github.com/microsoft/autogen/pull/3417
• Throttle API Calls by @WaelKarkoub in https://github.com/microsoft/autogen/pull/2283
• Add kwargs to pass to docker container that runs the Jupyter Server by @rahulAira in https://github.com/microsoft/autogen/pull/3028
• Remove api key validation by @jackgerrits in https://github.com/microsoft/autogen/pull/3569
• Add init to agent_eval by @jackgerrits in https://github.com/microsoft/autogen/pull/3568
• Add Couchbase VectorDB Support by @lokesh-couchbase in https://github.com/microsoft/autogen/pull/3525
• WebSurfer Updated (Selenium, Playwright, and support for many filetypes) by @afourney in https://github.com/microsoft/autogen/pull/1929
• Embedding function should always return a list of a list of vectors by @paubins2 in https://github.com/microsoft/autogen/pull/3570
• refactor: use Qdrant's Query API by @Anush008 in https://github.com/microsoft/autogen/pull/3428
• Removes EasyOCR dependency from mdconvert. by @afourney in https://github.com/microsoft/autogen/pull/3573
• Deploy website using action instead of branch by @jackgerrits in https://github.com/microsoft/autogen/pull/3578
• Update token permissions for site deployment by @jackgerrits in https://github.com/microsoft/autogen/pull/3580
• Remove announcement bar by @jackgerrits in https://github.com/microsoft/autogen/pull/3579
• Added instructions to launch frontend server when running from source by @EnGassa in https://github.com/microsoft/autogen/pull/3517
• async user hook support added by @robraux in https://github.com/microsoft/autogen/pull/3583
• Fix line endings of test/browser_utils/test_files/test_serp.html by @jackgerrits in https://github.com/microsoft/autogen/pull/3586
• Add Cerebras Integration by @henrytwo in https://github.com/microsoft/autogen/pull/3585
• Add AI email agent using Composio to notebook by @cagnusmarlsen in https://github.com/microsoft/autogen/pull/3567
• Remove API key warning by @jackgerrits in https://github.com/microsoft/autogen/pull/3589
• Disable Azure tests and fix open ai tests by @ekzhu in https://github.com/microsoft/autogen/pull/3587
• Ollama Client (with tool calling) by @marklysze in https://github.com/microsoft/autogen/pull/3056
• Ollama library v0.3.3 update with changes to options handling by @marklysze in https://github.com/microsoft/autogen/pull/3593
• Use native logger formatter by @ekzhu in https://github.com/microsoft/autogen/pull/3594

New Contributors

• @andyz245 made their first contribution in https://github.com/microsoft/autogen/pull/3376
• @New-World-2019 made their first contribution in https://github.com/microsoft/autogen/pull/3399
• @eddyfidel made their first contribution in https://github.com/microsoft/autogen/pull/3396
• @zcipod made their first contribution in https://github.com/microsoft/autogen/pull/3362
• @Kirushikesh made their first contribution in https://github.com/microsoft/autogen/pull/3414
• @Anirudh31415926535 made their first contribution in https://github.com/microsoft/autogen/pull/3355
• @Lulalaby made their first contribution in https://github.com/microsoft/autogen/pull/3459
• @scenaristeur made their first contribution in https://github.com/microsoft/autogen/pull/3469
• @Dev-Khant made their first contribution in https://github.com/microsoft/autogen/pull/3389
• @siddharthsambharia-portkey made their first contribution in https://github.com/microsoft/autogen/pull/3395
• @SuchitG04 made their first contribution in https://github.com/microsoft/autogen/pull/3336
• @evanhadfield made their first contribution in https://github.com/microsoft/autogen/pull/2885
• @hardchor made their first contribution in https://github.com/microsoft/autogen/pull/3558
• @evandavid1 made their first contribution in https://github.com/microsoft/autogen/pull/3555
• @artero made their first contribution in https://github.com/microsoft/autogen/pull/3250
• @drewgillson made their first contribution in https://github.com/microsoft/autogen/pull/3127
• @timrbula made their first contribution in https://github.com/microsoft/autogen/pull/3312
• @rahulAira made their first contribution in https://github.com/microsoft/autogen/pull/3028
• @lokesh-couchbase made their first contribution in https://github.com/microsoft/autogen/pull/3525
• @paubins2 made their first contribution in https://github.com/microsoft/autogen/pull/3570
• @EnGassa made their first contribution in https://github.com/microsoft/autogen/pull/3517
• @henrytwo made their first contribution in https://github.com/microsoft/autogen/pull/3585
• @cagnusmarlsen made their first contribution in https://github.com/microsoft/autogen/pull/3567

Full Changelog: https://github.com/microsoft/autogen/compare/v0.2.35...v0.2.36