microsoft/autogen v0.2.22 on GitHub

Highlights

New capability TransformMessage: a generalization of previous long context handling capabilities. The previous capabilities will be deprecated.
New research AutoDefense: Defend against jailbreak attacks with AutoGen.
New support for non-OpenAI models:
New user guide for custom speaker selection in group chat
Update of StateFlow blogpost and paper.
New notebook on web scraping with tool use.
New example in gallery: Create Issues from Code Commits.

Thanks to @WaelKarkoub @ekzhu @skzhang1 @davorrunje @afourney @Wannabeasmartguy @jackgerrits @rajan-chari @XHMY @jtoy @marklysze @Andrew8xx8 @thinkall @BeibinLi @benstein @sharsha315 @levscaut @Karthikeya-Meesala @r-b-g-b @cheng-tan @kevin666aa and all the other contributors!

What's Changed

Transform Messages Capability by @WaelKarkoub in #1923
Bump express from 4.18.2 to 4.19.2 in /website by @dependabot in #2157
Add website analytics by @ekzhu in #2201
Render AgentOptimzier notebook in web by @skzhang1 in #2197
Replace iostream warning message with info by @davorrunje in #2207
AutoGenBench: Handle Ctrl-C more gracefully. by @afourney in #2174
fix the problem config_list_from_dotenv() can't correctly get other p… by @Wannabeasmartguy in #2172
Fix generate_init_message for Multimodal Messages by @WaelKarkoub in #2124
Support string based UDFs by @jackgerrits in #2195
Ignore protobuf generated files in CAP by @rajan-chari in #2215
AutoDefense Blog by @XHMY in #1982
2147 - Fix notebook bug to make a copy of configs for each agent by @jtoy in #2176
Improve Image Generation Notebook by @WaelKarkoub in #2213
Added ability to specify 'role' field for select speaker messages for Group Chats (Replaces PR #2167) by @marklysze in #2199
Fixed types related to function calling by @davorrunje in #2230
Replace unofficial with official pre-commit hook for ruff by @davorrunje in #2229
Re-commit of #2182: Customisation of speaker select message and prompt in GroupChat by @marklysze in #2233
Fix websockets demo notebook by @davorrunje in #2227
Fixed spelling in agentchat_transform_messages.ipynb by @Andrew8xx8 in #2234
Improving website navigation and help click-through analytics collection by @ekzhu in #2205
Dont include api ref tree in docs sidebar by @jackgerrits in #2244
Fix unstructured deps installation error by @thinkall in #2248
Add PNG and JPEG files to LFS automatically by @davorrunje in #2226
Allow custom name for functions module by @jackgerrits in #2241
Reduce sleep() in CAP library code by @rajan-chari in #2189
Notebook on web scraping with tool use by @ekzhu in #2192
Break up contributor guide for better navigability by @ekzhu in #2250
Update vision capability test: create dummy image before testing by @BeibinLi in #2258
Auto collapse side bar entries when selecting other sections by @jackgerrits in #2257
Fix Vision Capability Test for MacOS by @BeibinLi in #2260
Update listdir() in sample code docs to take correct args by @benstein in #2261
Multiline docstrings fix by @sharsha315 in #2130
Add in memory cache class by @jackgerrits in #2266
Add support for Anthropic Claude models by @levscaut in #2245
Composio: add new example by @Karthikeya-Meesala in #2237
Re-commit of #2222: Expanded speaker name matching during speaker selection by @marklysze in #2267
RetrieveUserProxyAgent, use context_max_tokens from retrieve_config if provided by @r-b-g-b in #2259
fix logging cost flaky test by @cheng-tan in #2277
Remove subdirectory .gitattributes files and add relevant files to lfs by @ekzhu in #2270
Update RetrieveChat blog to fix some outdated APIs by @thinkall in #2273
Add support for system message in Claude Notebook by @levscaut in #2280
add composio to ecosystem page by @Karthikeya-Meesala in #2272
Add isort by @thinkall in #2265
Remove info log for IOStream using default. by @ekzhu in #2281
Fix LMM test in CI by installing lfs by @ekzhu in #2282
Fix FileNotFoundError english-words.txt in RetrieveChatTest by @thinkall in #2284
Add html parser for RAG and some improvements by @thinkall in #2271
Composio: update text - "Composio Logo" -> "Composio Example" by @Karthikeya-Meesala in #2288
bump version to 0.2.22 by @sonichi in #2256
Copy llm_config to avoid external changes by @jackgerrits in #2290
Fix typo in websockets notebook by @davorrunje in #2287
Fix types in tool tests by @davorrunje in #2285
[Bug Fix] [CAP] Sleep removal introduced an Actor resolution bug. by @rajan-chari in #2296
Add Custom GroupChat Speaker Selection to tutorial by @kevin666aa in #2219
Update StateFlow blog by @kevin666aa in #2262
Fix cost calculation when completion_token is None by @kevin666aa in #2292

New Contributors

@Wannabeasmartguy made their first contribution in #2172
@XHMY made their first contribution in #1982
@jtoy made their first contribution in #2176
@Andrew8xx8 made their first contribution in #2234
@benstein made their first contribution in #2261
@sharsha315 made their first contribution in #2130
@levscaut made their first contribution in #2245
@Karthikeya-Meesala made their first contribution in #2237
@r-b-g-b made their first contribution in #2259

Full Changelog: v0.2.21...v0.2.22