Autogen

What's Changed
* Use trusted publisher for pypi release by jackgerrits in https://github.com/microsoft/autogen/pull/3596
* Fix typos in Cerebras doc by henrytwo in https://github.com/microsoft/autogen/pull/3590
* Add blog post announcing the new architecture preview by jackgerrits in https://github.com/microsoft/autogen/pull/3599
* Update PR link in blog post by jackgerrits in https://github.com/microsoft/autogen/pull/3602
* Create CI to tag issues with needs triage by jackgerrits in https://github.com/microsoft/autogen/pull/3605
* Update issue templates by jackgerrits in https://github.com/microsoft/autogen/pull/3610
* Fix small typo in the docs by jknaudt21 in https://github.com/microsoft/autogen/pull/3650
* Update 0.2 CI to target branch, remove merge queue by jackgerrits in https://github.com/microsoft/autogen/pull/3656
* Update BaseUrl of docusaurus site by jackgerrits in https://github.com/microsoft/autogen/pull/3658
* Add announcement bar for 0.4 by jackgerrits in https://github.com/microsoft/autogen/pull/3717
* Update links on 0.2 website by jackgerrits in https://github.com/microsoft/autogen/pull/3734
* Function Calling Support for Gemini - Part 2 by luxzoli in https://github.com/microsoft/autogen/pull/3726
* Fix 2643 - groupchat model registration by Matteo-Frattaroli in https://github.com/microsoft/autogen/pull/2696
* Added a demonstartion notebook featuring the usage of Langchain with AutoGen by Kirushikesh in https://github.com/microsoft/autogen/pull/3461
* Autobuild Function calling by krishnashed in https://github.com/microsoft/autogen/pull/3238
* Update Docs to Point to 0.4 by victordibia in https://github.com/microsoft/autogen/pull/3764
* Notebook on web crawling by WilliamEspegren in https://github.com/microsoft/autogen/pull/2720
* Fix link to v0.4 documentation by ekzhu in https://github.com/microsoft/autogen/pull/3772
* Remove path filter for website testing in 0.2 by jackgerrits in https://github.com/microsoft/autogen/pull/3782
* Fix broken image URL in README by gagb in https://github.com/microsoft/autogen/pull/3776
* Clarify stable package name and version on home page by jackgerrits in https://github.com/microsoft/autogen/pull/3775
* Fix CTA button alignment in docs home page by victordibia in https://github.com/microsoft/autogen/pull/3788
* K8s code executor by questcollector in https://github.com/microsoft/autogen/pull/3419
* Add Couchbase Vector DB Example Notebook and Minor Bug Fix by lokesh-couchbase in https://github.com/microsoft/autogen/pull/3804
* Add Zep ecosystem doc and notebook by danielchalef in https://github.com/microsoft/autogen/pull/3681
* [bug] Changes Text Cache Default to None by WaelKarkoub in https://github.com/microsoft/autogen/pull/3872
* [bug] Validates If The Role Tool is Handled Correctly after Transforms by WaelKarkoub in https://github.com/microsoft/autogen/pull/3875
* [CAP] Abstraction of actor_connector to go along with runtime factory and runtime abstraction by rajan-chari in https://github.com/microsoft/autogen/pull/3296

New Contributors
* jknaudt21 made their first contribution in https://github.com/microsoft/autogen/pull/3650
* Matteo-Frattaroli made their first contribution in https://github.com/microsoft/autogen/pull/2696
* WilliamEspegren made their first contribution in https://github.com/microsoft/autogen/pull/2720
* questcollector made their first contribution in https://github.com/microsoft/autogen/pull/3419
* danielchalef made their first contribution in https://github.com/microsoft/autogen/pull/3681

**Full Changelog**: https://github.com/microsoft/autogen/compare/v0.2.36...v0.2.37

> [!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`](https://pypi.org/project/autogen-agentchat/) as of version `0.2.36`.

>
> sh
> 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

What's Changed
* Removes Support For `TransformChatHistory` and `CompressibleAgent` by WaelKarkoub in https://github.com/microsoft/autogen/pull/3313
* Updated Program.cs for Autogen.BasicSample to give menu driven options by cbelwal in https://github.com/microsoft/autogen/pull/3346
* Remove dependency on RetrieveAssistantAgent for RetrieveChat by thinkall in https://github.com/microsoft/autogen/pull/3320
* Missing backticks breaking documentation in groupchat.last_speaker by HenryKobin in https://github.com/microsoft/autogen/pull/3357
* Update Mistral client class to support new Mistral v1.0.1 package by marklysze in https://github.com/microsoft/autogen/pull/3356
* adding a new page Function comparison between Python AutoGen and Auto… by olaoluwasalami in https://github.com/microsoft/autogen/pull/3367
* Update README.md to use camera-ready by gagb in https://github.com/microsoft/autogen/pull/3370
* Add OpenAI Gemini Example for VertexAI Notebook by luxzoli in https://github.com/microsoft/autogen/pull/3290
* [.NET] Add cache control to Anthropic Client by DavidLuong98 in https://github.com/microsoft/autogen/pull/3372
* Correct documentation: Replace NEVER with TERMINATE in human-in-the-loop.ipynb by realMorrisLiu in https://github.com/microsoft/autogen/pull/3379
* update contact information on the repo and release package by ekzhu in https://github.com/microsoft/autogen/pull/3383

New Contributors
* cbelwal made their first contribution in https://github.com/microsoft/autogen/pull/3346
* HenryKobin made their first contribution in https://github.com/microsoft/autogen/pull/3357
* realMorrisLiu made their first contribution in https://github.com/microsoft/autogen/pull/3379

**Full Changelog**: https://github.com/microsoft/autogen/compare/v0.2.34...v0.2.35

Highlights
- Enhanced tool calling in Cohere
- Enhanced async support

What's Changed
* [CAP] Added a factory for runtime by rajan-chari in https://github.com/microsoft/autogen/pull/3216
* [Feature]: Add global silent param for ConversableAgent by wenngong in https://github.com/microsoft/autogen/pull/3244
* Fix Issue 2880: Document the usage of the AAD auth by prithvi2226 in https://github.com/microsoft/autogen/pull/2941
* [.Net] only add the last message to chat history in GroupChatExtension.SendAsync by LittleLittleCloud in https://github.com/microsoft/autogen/pull/3272
* [.Net] Remove Azure.AI.OpenAI from AutoGen.DotnetInteractive package by LittleLittleCloud in https://github.com/microsoft/autogen/pull/3274
* Correcting tool calling with Cohere by jaygdesai in https://github.com/microsoft/autogen/pull/3271
* Fix 3281 by thinkall in https://github.com/microsoft/autogen/pull/3282
* Fix autogen circular import error by wenngong in https://github.com/microsoft/autogen/pull/3276
* [.Net] Fix 3306 by LittleLittleCloud in https://github.com/microsoft/autogen/pull/3310
* [.Net] add DotnetInteractiveKernelBuilder to AutoGen.DotnetInteractive by LittleLittleCloud in https://github.com/microsoft/autogen/pull/3317
* [.Net] Add AutoGen.AzureAIInference by LittleLittleCloud in https://github.com/microsoft/autogen/pull/3332
* Support async nested chats by heyitsaamir in https://github.com/microsoft/autogen/pull/3309
* fix broken link to conversational chess example by alu042 in https://github.com/microsoft/autogen/pull/3327
* Add last_speaker to GroupChatManager by thinkall in https://github.com/microsoft/autogen/pull/3318
* Fix message history limiter for tool call by GaoxiangLuo in https://github.com/microsoft/autogen/pull/3178
* Fix to issue 3295 related to Anthropic bedrock by makkzone in https://github.com/microsoft/autogen/pull/3298
* [.Net][AutoGen.DotnetInteractive] add DotnetInteractiveStdioConnector by LittleLittleCloud in https://github.com/microsoft/autogen/pull/3337
* Add latest gpt-4o model: `gpt-4o-2024-08-06` by umermansoor in https://github.com/microsoft/autogen/pull/3329
* Bump version by qingyun-wu in https://github.com/microsoft/autogen/pull/3343

New Contributors
* jaygdesai made their first contribution in https://github.com/microsoft/autogen/pull/3271
* heyitsaamir made their first contribution in https://github.com/microsoft/autogen/pull/3309
* alu042 made their first contribution in https://github.com/microsoft/autogen/pull/3327
* GaoxiangLuo made their first contribution in https://github.com/microsoft/autogen/pull/3178

**Full Changelog**: https://github.com/microsoft/autogen/compare/v0.2.33...v0.2.34

Highlights
- 🔥 [Qdrant support for the VectorDB interface](https://github.com/ranfysvalle02/autogen/blob/main/notebook/agentchat_RetrieveChat_qdrant.ipynb)
- 🔥 [MongoDB vector search support in Autogen RAG](https://github.com/ranfysvalle02/autogen/blob/main/notebook/agentchat_RetrieveChat_mongodb.ipynb)
- 🔥 [Gemini support via VertexAI](https://microsoft.github.io/autogen/docs/topics/non-openai-models/cloud-gemini_vertexai)
- 🥳 [Blogpost on AgentOps in AutoGen](https://microsoft.github.io/autogen/blog/2024/07/25/AgentOps)
Thanks to Anush008, ranfysvalle02, LittleLittleCloud, thinkall, areibman, rajan-chari, joris-swapfiets and all contributors!


What's Changed
* Update AutoTX Link on Gallery.json by rihp in https://github.com/microsoft/autogen/pull/3082
* fix: support openai service account apikey format by wrfly in https://github.com/microsoft/autogen/pull/3078
* [.Net] Update FunctionCallTemplate.tt to encode `"` by prithvi2226 in https://github.com/microsoft/autogen/pull/3068
* Demo Notebook for Using Gemini with VertexAI by luxzoli in https://github.com/microsoft/autogen/pull/3032
* [.Net] fix 2695 and 2884 by LittleLittleCloud in https://github.com/microsoft/autogen/pull/3069
* [.Net] Agent as service: Run an `IAgent` as openai chat completion endpoint by LittleLittleCloud in https://github.com/microsoft/autogen/pull/2633
* Add StateFlow to related papers in Readme by yiranwu0 in https://github.com/microsoft/autogen/pull/3108
* [.Net] Prepare release note for AutoGen.Net 0.0.16 by LittleLittleCloud in https://github.com/microsoft/autogen/pull/3117
* fix llamaindex notebook by sonichi in https://github.com/microsoft/autogen/pull/3093
* fix AutoGen.NET middleware documentation examples by MarkWard0110 in https://github.com/microsoft/autogen/pull/3128
* feat: Qdrant support for the VectorDB interface by Anush008 in https://github.com/microsoft/autogen/pull/3035
* Fix websurfer test error by thinkall in https://github.com/microsoft/autogen/pull/3138
* [.Net] update sk version from 1.10.0 to 1.15.1 by LittleLittleCloud in https://github.com/microsoft/autogen/pull/3131
* [.Net] add cancellation token to transition check lambda by LittleLittleCloud in https://github.com/microsoft/autogen/pull/3132
* [.Net] Stop generating `Azure.AI.OpenAI.FunctionDefinition` in `AutoGen.SourceGenerator` by LittleLittleCloud in https://github.com/microsoft/autogen/pull/3134
* [.Net] update dotnet-ci and dotnet-release to use 8.0.x version when setting up .NET. And enable format check by LittleLittleCloud in https://github.com/microsoft/autogen/pull/3136
* [.Net] Publish AutoGen.WebAPI by LittleLittleCloud in https://github.com/microsoft/autogen/pull/3145
* Update qdrant notebook for new qdrant vectordb by thinkall in https://github.com/microsoft/autogen/pull/3140
* Fixed a typo in tool-use.ipynb by lucacorbucci in https://github.com/microsoft/autogen/pull/3151
* Add Agentok into gallery by hughlv in https://github.com/microsoft/autogen/pull/3148
* Fix typo in agentchat_nestedchat.ipynb by nfedyashev in https://github.com/microsoft/autogen/pull/3139
* Update JSON_mode_example.ipynb by umermansoor in https://github.com/microsoft/autogen/pull/3130
* Fix docstring for API reference doc in website by thinkall in https://github.com/microsoft/autogen/pull/3172
* [.Net] add streaming tool call example by LittleLittleCloud in https://github.com/microsoft/autogen/pull/3167
* Added anthropic bedrock by makkzone in https://github.com/microsoft/autogen/pull/3103
* Update token_count_utils.py - Replace `print` with `logger.warning` by umermansoor in https://github.com/microsoft/autogen/pull/3168
* fix: update method name in GeminiClient by sugatoray in https://github.com/microsoft/autogen/pull/3007
* add Use AutoGen.Net agent as model in AG Studio by olaoluwasalami in https://github.com/microsoft/autogen/pull/3182
* Fix cost calculation with custom pricing by yiranwu0 in https://github.com/microsoft/autogen/pull/3175
* [.Net] rename namespace AutoGen.Service.* -> AutoGen.WebAPI.* by LittleLittleCloud in https://github.com/microsoft/autogen/pull/3177
* [.Net] Allow passing a kernel to Interactive Service. by LittleLittleCloud in https://github.com/microsoft/autogen/pull/3183
* Enhance vertexai integration by luxzoli in https://github.com/microsoft/autogen/pull/3086
* [.Net] Add a constructor which takes ChatCompletionOptions for OpenAIChatAgent by LittleLittleCloud in https://github.com/microsoft/autogen/pull/3170
* [CAP] Convenience methods for protobuf and some minor refactoring by rajan-chari in https://github.com/microsoft/autogen/pull/3022
* [CAP] Address missed PR comment changes (Minor) by rajan-chari in https://github.com/microsoft/autogen/pull/3201
* [.Net] fix 3203 by LittleLittleCloud in https://github.com/microsoft/autogen/pull/3204
* Fix typo in agentchat_society_of_mind.ipynb by imadilkhalil in https://github.com/microsoft/autogen/pull/3180
* Fix Anthropic Bedrock support by joris-swapfiets in https://github.com/microsoft/autogen/pull/3210
* Resolve arguments formatting by tjin88 in https://github.com/microsoft/autogen/pull/3194
* +mdb atlas vectordb [clean_final] by ranfysvalle02 in https://github.com/microsoft/autogen/pull/3000
* [Test] Avoid code scanning falsely identify by wenngong in https://github.com/microsoft/autogen/pull/3218
* Fix failing GitGuardian check by umermansoor in https://github.com/microsoft/autogen/pull/3228
* Agent Observability Blog Post by areibman in https://github.com/microsoft/autogen/pull/3209
* 3219 Fix ConversableAgent break link in agent_chat.md file by CellCS in https://github.com/microsoft/autogen/pull/3221
* Human Input Mode: update input prompt message to include responding agent's agent name by jatins in https://github.com/microsoft/autogen/pull/3149
* Add gpt-4o-mini to model list by umermansoor in https://github.com/microsoft/autogen/pull/3169
* Observability blog post styling hot fix by areibman in https://github.com/microsoft/autogen/pull/3234
* bump version by qingyun-wu in https://github.com/microsoft/autogen/pull/3231
* [Typo] Update MongoDB Notebook to acknlowedge >=M10 support by Jibola in https://github.com/microsoft/autogen/pull/3220
* Update Microsoft Fabric notebook by thinkall in https://github.com/microsoft/autogen/pull/3243
* Fix reference links by umermansoor in https://github.com/microsoft/autogen/pull/3239
* Improve error messaging by umermansoor in https://github.com/microsoft/autogen/pull/3236
* Recreated doc for Local LLMs - LiteLLM and Ollama - native function calling in Ollama by marklysze in https://github.com/microsoft/autogen/pull/3197
* [.Net] add SendAsync api to iterate group chat step by step by LittleLittleCloud in https://github.com/microsoft/autogen/pull/3214
* [.Net] bump version and add release note by LittleLittleCloud in https://github.com/microsoft/autogen/pull/3246
* Add additional tests to capture edge cases and more error conditions by umermansoor in https://github.com/microsoft/autogen/pull/3237

New Contributors
* wrfly made their first contribution in https://github.com/microsoft/autogen/pull/3078
* prithvi2226 made their first contribution in https://github.com/microsoft/autogen/pull/3068
* lucacorbucci made their first contribution in https://github.com/microsoft/autogen/pull/3151
* hughlv made their first contribution in https://github.com/microsoft/autogen/pull/3148
* nfedyashev made their first contribution in https://github.com/microsoft/autogen/pull/3139
* umermansoor made their first contribution in https://github.com/microsoft/autogen/pull/3130
* makkzone made their first contribution in https://github.com/microsoft/autogen/pull/3103
* sugatoray made their first contribution in https://github.com/microsoft/autogen/pull/3007
* imadilkhalil made their first contribution in https://github.com/microsoft/autogen/pull/3180
* joris-swapfiets made their first contribution in https://github.com/microsoft/autogen/pull/3210
* tjin88 made their first contribution in https://github.com/microsoft/autogen/pull/3194
* ranfysvalle02 made their first contribution in https://github.com/microsoft/autogen/pull/3000
* wenngong made their first contribution in https://github.com/microsoft/autogen/pull/3218
* CellCS made their first contribution in https://github.com/microsoft/autogen/pull/3221
* jatins made their first contribution in https://github.com/microsoft/autogen/pull/3149
* Jibola made their first contribution in https://github.com/microsoft/autogen/pull/3220

**Full Changelog**: https://github.com/microsoft/autogen/compare/v0.2.32...v0.2.33

Highlights
- 🔥 [Groq client support](https://microsoft.github.io/autogen/docs/topics/non-openai-models/cloud-groq)
- 🔥 [Cohere client support](https://microsoft.github.io/autogen/docs/topics/non-openai-models/cloud-cohere)
- 🥳 [Blogpost on enhanced non-OpenAI model support](https://microsoft.github.io/autogen/blog/2024/06/24/AltModels-Classes)
- 🥳 [Blogpost on AgentEval](https://microsoft.github.io/autogen/blog/2024/06/21/AgentEval)
Thanks to yiranwu0, LittleLittleCloud, jluey1, Hk669, marklysze, wmwxwa, JeffreySu, julianakiseleva, DavidLuong98, fhinkel, qingyun-wu and all contributors!

Happy July 4th 🎆 🎈 🥳 !

What's Changed
* Improve doc in tutorial/conversation-patterns and customized_speaker_selection by yiranwu0 in https://github.com/microsoft/autogen/pull/3006
* [.Net] Update website with Tutorial section by LittleLittleCloud in https://github.com/microsoft/autogen/pull/2982
* [.Net] fix 2975 by LittleLittleCloud in https://github.com/microsoft/autogen/pull/3012
* AgentEval Blogpost by jluey1 in https://github.com/microsoft/autogen/pull/2954
* [.Net] improve `Create agent with tools` and add tuturial reference in index.md by LittleLittleCloud in https://github.com/microsoft/autogen/pull/3024
* 2708 add Add a judgment to the graph constructor by JeffreySu in https://github.com/microsoft/autogen/pull/2709
* [.Net] add sample on how to make function call using lite llm and ollama Plus move ollama openai sample to AutoGen.OpenAI.Sample project by LittleLittleCloud in https://github.com/microsoft/autogen/pull/3015
* Create azure_cosmos_db in ecosystems.md by wmwxwa in https://github.com/microsoft/autogen/pull/2371
* fix log_function_use warning by Hk669 in https://github.com/microsoft/autogen/pull/3018
* Groq Client by marklysze in https://github.com/microsoft/autogen/pull/3003
* [.Net] fix 3014 by adding local model function call in dotnet website by LittleLittleCloud in https://github.com/microsoft/autogen/pull/3044
* Update README.md by julianakiseleva in https://github.com/microsoft/autogen/pull/3025
* [.Net] Support tools for AnthropicClient and AnthropicAgent by DavidLuong98 in https://github.com/microsoft/autogen/pull/2944
* [.Net] Fix 3045 by LittleLittleCloud in https://github.com/microsoft/autogen/pull/3047
* Fix llama_index tests by thinkall in https://github.com/microsoft/autogen/pull/3063
* Update qdrant dependency by thinkall in https://github.com/microsoft/autogen/pull/3064
* Fix simple typos in human-in-the-loop.ipynb by fhinkel in https://github.com/microsoft/autogen/pull/3051
* update readme by qingyun-wu in https://github.com/microsoft/autogen/pull/3057
* Blog post for enhanced non-OpenAI model support by marklysze in https://github.com/microsoft/autogen/pull/2965
* Fix simple typo in chat-termination.ipynb by fhinkel in https://github.com/microsoft/autogen/pull/3050
* Cohere Client by Hk669 in https://github.com/microsoft/autogen/pull/3004
* bump version by qingyun-wu in https://github.com/microsoft/autogen/pull/3073

New Contributors
* JeffreySu made their first contribution in https://github.com/microsoft/autogen/pull/2709
* fhinkel made their first contribution in https://github.com/microsoft/autogen/pull/3051

**Full Changelog**: https://github.com/microsoft/autogen/compare/v0.2.31...v0.2.32