Highlights
- Guide for GPTAssistantAgent and function calling example.
- New feature: resumable group chat.
- New transformation capability: text compression using LLMLingua.
- Experimental integration of AgentEval.
- New notebook examples:
- New gallery example: AutoGen Virtual Focus Group. A virtual consumer focus group with multiple custom personas, product details, and final analysis created with AutoGen, Ollama/Llama3, and Streamlit.
- Improvement in code execution, RAG, logging, studio, reflection, CAP, nested chat, group chat, function call.
Thanks to @beyonddream @ginward @gbrvalerio @LittleLittleCloud @thinkall @asandez1 @DavidLuong98 @jtrugman @IANTHEREAL @ekzhu @skzhang1 @erezak @WaelKarkoub @zbram101 @r4881t @eltociear @robraux @thongonary @moresearch @shippy @marklysze @ACHultman @Gr3atWh173 @victordibia @MarianoMolina @jluey1 @msamylea @Hk669 @ruiwang @rajan-chari @michaelhaggerty @BeibinLi @krishnashed @jtoy @NikolayTV @pk673 @Aretai-Leah @Knucklessg1 @tj-cycyota @tosolveit @MarkWard0110 @Mai0313 and all the other contributors!
What's Changed
- Remove unneeded duplicate check for pydantic v1 since we are already checking that in the else block. by @beyonddream in #2467
- Update token_count_utils.py by @ginward in #2531
- feat: add bind_dir arg to DockerCommandLineExecutor + docs update by @gbrvalerio in #2309
- use conditional check to replace path filter in build and dotnet-ci workflow by @LittleLittleCloud in #2546
- Fix chroma import error by @thinkall in #2557
- Docker multilanguage executor saver with policy by @asandez1 in #2522
- Adding an action to set workflow as success when no change is made in target paths by @LittleLittleCloud in #2553
- Update dotnet-build.yml to add merge_group trigger by @LittleLittleCloud in #2567
- [.Net] Support raw-data in ImageMessage by @DavidLuong98 in #2552
- [.NET] Return ChatCompletions instead of ChatResponseMessage for token usage. by @DavidLuong98 in #2545
- Function Calling with GPTAssistantAgent by @jtrugman in #2375
- Add a guide doc for GPTAssistantAgent by @IANTHEREAL in #2562
- Add note in the lfs check action to help contributors fix Git LFS check failure. by @ekzhu in #2563
- add faq for autogen and openai assistant compatible version by @IANTHEREAL in #2587
- Fix for http client by @AbdurNawaz in #2579
- [.Net] refactor over streaming version api by @LittleLittleCloud in #2461
- Update AgentOptimizer BibTeX by @skzhang1 in #2578
- Correct link to Jupyter Code Executor in code-executors.ipynb by @erezak in #2589
- Text Compression Transform by @WaelKarkoub in #2225
- notebook showing assistant agents connecting azure ai search and azur… by @zbram101 in #2594
- Update to correct pip install for litellm by @r4881t in #2602
- docs: update tutorial.ipynb by @eltociear in #2606
- fix: event logging with nested chats by @robraux in #2600
- [.Net] fix #2609 by @LittleLittleCloud in #2618
- [.Net] Add an example to show how to connect to third party OpenAI API endpoint + upgrade Azure.AI.OpenAI package by @LittleLittleCloud in #2619
- [.Net]: Introduce ChatCompletionAgent to AutoGen.SemanticKernel package by @DavidLuong98 in #2584
- Fix chess example by @thongonary in #2631
- [.Net] Add KernelPluginMiddleware in AutoGen.SemanticKernel by @LittleLittleCloud in #2595
- [.Net] release note for 0.0.13 by @LittleLittleCloud in #2641
- Update graph_utils.py by @moresearch in #2601
- Add instructions for Docker issue with hash mismatch to FAQ by @shippy in #2639
- [.Net] Fix 2652 && 2650 by @LittleLittleCloud in #2655
- Resuming a GroupChat by @marklysze in #2627
- fix notebook doc typo by @ACHultman in #2642
- Feature: Add ability to use a separate python environment in local executor by @Gr3atWh173 in #2615
- Rewrite AutoGen Studio Database Layer to Use SQLModel ORM by @victordibia in #2425
- [.Net] Remove Workflow class && bump version to 0.0.14 by @LittleLittleCloud in #2675
- [.Net] Fix #2660 and add tests for AutoGen.DotnetInteractive by @LittleLittleCloud in #2676
- Add role to reflection with llm by @MarianoMolina in #2527
- Agenteval integration by @jluey1 in #2672
- AutoGen Virtual Focus Group by @msamylea in #2598
- Adding gpt-4o to pricing by @r4881t in #2674
- pricing url fixed by @Hk669 in #2684
- [.Net] feature: Ollama integration by @iddelacruz in #2693
- [.Net] Fix #2687 by adding global:: keyword in generated code by @LittleLittleCloud in #2689
- update news by @sonichi in #2694
- [.Net] Set up Name field in OpenAIMessageConnector by @LittleLittleCloud in #2662
- Custom Runtime Logger <> FileLogger by @Hk669 in #2596
- Update groupchat.py to remove Optional type hint when they are not ch… by @ruiwang in #2703
- Add gpt4o token count to the utils. by @Hk669 in #2717
- [CAP] Improved AutoGen Agents support & Pip Install by @rajan-chari in #2711
- [.Net] fix #2722 by @LittleLittleCloud in #2723
- [.Net] Mark Message as obsolete and add ToolCallAggregateMessage type by @LittleLittleCloud in #2716
- Add nuget package badge to readme by @LittleLittleCloud in #2736
- Update human-in-the-loop.ipynb by @michaelhaggerty in #2724
- [CAP] Refactor: Better Names for classes and methods by @rajan-chari in #2734
- Avoid requests 2.32.0 to fix build by @ekzhu in #2761
- Debug: Gemini client was not logged and causing runtime error by @BeibinLi in #2749
- [Add] Fix invoking Assistant API by @krishnashed in #2751
- Add silent option in nested chats and group chat by @robraux in #2712
- Fix the assistant test case error caused by openai incompatible change by @IANTHEREAL in #2718
- add warning if duplicate function is registered by @jtoy in #2159
- Ability to ignore Select Speaker Prompt for GroupChat by @marklysze in #2726
- added Gemini safety setting and Gemini generation config by @NikolayTV in #2429
- Update Deprecation Warning for
CompressibleAgentandTransformChatHistoryby @WaelKarkoub in #2685 - Fix for runtime logging not supported with GPTAssistantAgent by @pk673 in #2659
- Ignore Some Messages When Transforming by @WaelKarkoub in #2661
- [.Net] rename Autogen.Ollama to AutoGen.Ollama and add more test cases to AutoGen.Ollama by @LittleLittleCloud in #2772
- [.Net] add AutoGen.SemanticKernel.Sample project by @LittleLittleCloud in #2774
- [.Net] add ollama-sample and adds more tests by @LittleLittleCloud in #2776
- Create JSON_mode_example.ipynb by @Aretai-Leah in #2554
- Add packaging explicitly to fix build error in macos by @thinkall in #2780
- Introduce AnthropicClient and AnthropicClientAgent by @DavidLuong98 in #2769
- actions version update for the TransformMessages workflow by @Hk669 in #2759
- allow serialize_to_str to work with non ascii when dumping via json.d… by @jtoy in #2714
- PGVector Support for Custom Connection Object by @Knucklessg1 in #2566
- Remove duplicate project declared in AutoGen.sln by @DavidLuong98 in #2789
- Fix import issue with the file logger by @Hk669 in #2773
- DBRX (Databricks LLM) example notebook by @tj-cycyota in #2434
- Blogpost and news by @sonichi in #2790
- Update Getting-Started.mdx by @tosolveit in #2781
- Improve the error messge of RetrieveUserProxyAgent import error by @thinkall in #2785
- fix links and tags from databricks notebook by @sonichi in #2795
- fix conversation-pattern.ipynb type object 'ConversableAgent' has no attribute 'DEFAULT_summary_… by @MarkWard0110 in #2788
- print next speaker by @sonichi in #2800
- [.Net] Release note for 0.0.14 by @LittleLittleCloud in #2815
- [.Net] Update website for AutoGen.SemanticKernel and AutoGen.Ollama by @LittleLittleCloud in #2814
- [CAP] User supplied threads for agents by @rajan-chari in #2812
- set client default to None, then if None, init a chromadb.Client() by @Mai0313 in #2830
- fix typo and update news by @sonichi in #2825
New Contributors
- @beyonddream made their first contribution in #2467
- @ginward made their first contribution in #2531
- @gbrvalerio made their first contribution in #2309
- @DavidLuong98 made their first contribution in #2552
- @AbdurNawaz made their first contribution in #2579
- @erezak made their first contribution in #2589
- @zbram101 made their first contribution in #2594
- @r4881t made their first contribution in #2602
- @robraux made their first contribution in #2600
- @thongonary made their first contribution in #2631
- @moresearch made their first contribution in #2601
- @shippy made their first contribution in #2639
- @ACHultman made their first contribution in #2642
- @Gr3atWh173 made their first contribution in #2615
- @MarianoMolina made their first contribution in #2527
- @msamylea made their first contribution in #2598
- @iddelacruz made their first contribution in #2693
- @ruiwang made their first contribution in #2703
- @michaelhaggerty made their first contribution in #2724
- @krishnashed made their first contribution in #2751
- @NikolayTV made their first contribution in #2429
- @pk673 made their first contribution in #2659
- @Aretai-Leah made their first contribution in #2554
- @tj-cycyota made their first contribution in #2434
- @tosolveit made their first contribution in #2781
- @MarkWard0110 made their first contribution in #2788
Full Changelog: v0.2.27...v0.2.28