microsoft/autogen v0.2.3 on GitHub

Highlights

Decorator for function calling makes function calls easier to define. Doc
Address breaking changes introduced by new versions of openai.
Introducing AgentOptimizer: An Agentic Way to Train Your LLM Agent
Improvement in group chat, multimodal, GPTAssistant, retrieval chat, AutoBuild, testbed, config list loading utils. Blogpost about agent descriptions.
Guidance + AutoGen example: constrained generation + multi-step reasoning
The sample app AutoGen Assistant is renamed into AutoGen Studio with upgrades.
Sample notebook for using AutoGen in Microsoft Fabric.
Sample app of simple chat.
Improvement in docs and tests.

Thanks to @davorrunje @skzhang1 @JieyuZ2 @afourney @BeibinLi @IANTHEREAL @LinxinS97 @cool-RR @LeoLjl @kevin666aa @gagb @victordibia @dragosMC91 @thinkall @danyrouh @olaoluwasalami @yuandong-tian @ShobhitVishnoi30 @ekzhu @maxim-saplin @rlam3 @bitsnaps and all the other contributors!

What's Changed

Simple chat app by @danyrouh in #921
Add privacy and cookies link to documentation website by @victordibia in #966
Add collate file and more tests from autogpt into testbed by @LeoLjl in #915
Allow users to specify the Docker image to use with Testbed by @afourney in #986
fixed a typo fron -> from by @kar2905 in #992
Website, update privacy link by @victordibia in #994
[AutoBuild] address issue 941 954; add new feature; add debug information by @LinxinS97 in #944
fix link that returns 404 by @olaoluwasalami in #945
Updated get_max_token_limit with latest models and numbers by @afourney in #972
Add missing assistant UI documentation steps by @dragosMC91 in #935
correcting typo by @halr9000 in #931
Update client.py by @eltociear in #934
Enable allow_repeat_speaker to be a list of agents by @afourney in #905
Add MATH tests to testbed by @kevin666aa in #914
Fix exception cause in agent_builder.py by @cool-RR in #1007
Update privacy link docusaurus.config.js by @victordibia in #1016
Add async test by @gagb in #520
Add examples constrained generation + multi-step reasoning via Guidance + AutoGen by @gagb in #937
add links to sdk #910 by @olaoluwasalami in #958
Change default model in LMM by @BeibinLi in #1032
Fix/typo by @KazooTTT in #1034
Update README to incorporate using existing docker image by @yuandong-tian in #1040
Autobuild notebook minor fix by @AdiG1123 in #1049
Update AutoGen Sample App | Rename AutoGen Assistant -> AutoGen Studio by @victordibia in #998
Partial fix for 960 by @afourney in #963
Add decorator for function calling by @davorrunje in #1018
Add default value to the logprobs parameter by @davorrunje in #1044
Fix exception causes all over the codebase #1007 by @cool-RR in #1014
Add additional docs in retrieval agent if required by @ShobhitVishnoi30 in #1028
Add poetry setup by @rlam3 in #824
Fix mode dump with different pydantic version by @kevin666aa in #1063
AgentOptimizer by @skzhang1 in #1053
Filter out candidates with the same name but different instructions, … by @IANTHEREAL in #925
[Core] Fix openai dependency error introduced when merging #1044 by @ekzhu in #1071
fix: Fix typo by @hugo-syn in #1068
[Docs/Contributing] Clarification on running non-OpenAI tests by @maxim-saplin in #1052
Reuse docker image #929 by @olaoluwasalami in #956
Agent description blog post by @afourney in #1092
[Core] Extending inline docs for openai_utils.py, boosting coverage in test_utils.py, fixing #762 by @maxim-saplin in #1046
[Dotnet] Add dotnet build workflow by @LittleLittleCloud in #946
add example to website by @olaoluwasalami in #860
dev alias for frontend develop for AutoGen Studio by @brotsky in #1083
Update Ecosystem.md by @bitsnaps in #1104
Fix function call use case in website #1107 by @ekzhu in #1108
openai base url default to None; read files when env vars exist; remove deprecated models by @sonichi in #1110
Skip tests that depend on OpenAI via --skip-openai by @maxim-saplin in #1097
move dotnet pipeline to the root of workflow by @LittleLittleCloud in #1116
[Core] Improve config_list_from_json by @BeibinLi in #1026
Minor fix groupchat by @kevin666aa in #904
[AutoGen Studio] Allow multiline strings in chat input by @dragosMC91 in #1105
Update tutorial.ipynb by @eltociear in #1119
Fix minor typo in blog post by @PyroGenesis in #1122
[Core] Throw an error when the OAI_CONFIG_LIST is missing. by @afourney in #1082
Chore: upgrade base image to the latest Debian (Bullseye -> Bookworm) by @davorrunje in #1133
fix typo agent_chat.md by @lordlinus in #1131
update global.json in dotnet-run-openai-test-and-notebook.yml by @LittleLittleCloud in #1135
[Core] Fix update_usage_summary when response doesn't have usage attribute by @kevin666aa in #1008
Add a sample notebook for using AutoGen in Microsoft Fabric by @thinkall in #940
bump version to 0.2.3 by @sonichi in #1140

New Contributors

@danyrouh made their first contribution in #921
@kar2905 made their first contribution in #992
@dragosMC91 made their first contribution in #935
@halr9000 made their first contribution in #931
@cool-RR made their first contribution in #1007
@KazooTTT made their first contribution in #1034
@yuandong-tian made their first contribution in #1040
@AdiG1123 made their first contribution in #1049
@davorrunje made their first contribution in #1018
@rlam3 made their first contribution in #824
@ekzhu made their first contribution in #1071
@hugo-syn made their first contribution in #1068
@brotsky made their first contribution in #1083
@bitsnaps made their first contribution in #1104
@lordlinus made their first contribution in #1131

Full Changelog: v0.2.2...v0.2.3