v0.7.4b1

What's Changed

• Update agentchat_assistant_agent_standalone notebook with metadata by @marklysze in #708
• WebSurferAgent and Browser Tool notebook tidy by @marklysze in #709
• docs: integrate new contributor guide by @devin-ai-integration in #711
• 604 write gemini realtime client blogpost by @sternakt in #686
• Fix failing tests by @rjambrecic in #726
• [Docs] Fixed minor formatting issues in docs by @harishmohanraj in #720
• Sanitize pytest output by patching the _pytest._io.TerminalWritter by @sternakt in #725
• Every exception name should end with Error suffix by @kumaranvpl in #722
• [Docs] Getting started and Use Cases by @marklysze in #547
• [Docs] Fixing links, converting old pages by @marklysze in #732
• [Docs] More link updates for new documentation by @marklysze in #733
• [Docs] Installation link fixes for new documentation by @marklysze in #734
• Suppress error code 503 for gemini tests by @kumaranvpl in #703
• Fix tools execution by @rjambrecic in #724
• Fix incorrect BLOG_POST_URL in tests by @rjambrecic in #741
• Add websurfing tools blog post by @rjambrecic in #742
• Add WebSurferAgent blog by @rjambrecic in #743
• Upload coverage report to codecov.io using codecov token by @kumaranvpl in #739
• [Docs] Restored Resuming a Group Chat documentation and more fixed links by @marklysze in #745
• [Docs] Rename Home to Key Features, move Quick Start, Meet our Agents > Overview by @marklysze in #748
• Add missing licence headers by @davorrunje in #744
• Fix typos in agent and interoperability modules by @vipocenka in #723
• [Docs] Correct blog link in Browsing Capabilities blog by @marklysze in #750
• [Docs] Fix popular resources text color in dark mode by @harishmohanraj in #737
• [Docs] Fix vulnerability issue by @harishmohanraj in #761
• Fix codecov, dependabot and other workflows by @kumaranvpl in #736
• Add Agent-E to community gallery by @rjambrecic in #779
• [Docs] Fix broken links by @harishmohanraj in #772
• Remove pydantic V1 by @kumaranvpl in #777
• docs: Fix grammar in image addition instructions by @defiberrys in #752
• [Docs] Clean up console output during documentation build by @harishmohanraj in #759
• Improve WebSurferAgent notebook and blog by @rjambrecic in #773
• Hotfix failing isinstance checks for swarmable agent by @sternakt in #804
• Remove sensitive prints by @sternakt in #799
• [Docs] Update X account url by @harishmohanraj in #807
• Merge SwarmAgent into ConversableAgent by @marklysze in #316
• Add read permission to check broken links workflow by @kumaranvpl in #815
• Update installation instructions by @rjambrecic in #778
• Expose question_message param in register swarm by @sternakt in #820
• [Docs] Set up redirects for old URLs by @harishmohanraj in #825
• Support other models for browser use by @rjambrecic in #801
• In realtime examples notebooks, use javascript code from the js package by @davorinrusevljan in #828
• [Docs] Do not deploy non-navigation files and directories by @harishmohanraj in #829
• Support other models for crawl4ai by @rjambrecic in #830
• Update realtime swarm notebooks to new swarm API by @sternakt in #832
• [Docs] Fix export_module decorator by @harishmohanraj in #833
• [Bug fix]: Fix tool registration from a Tool by @marklysze in #835
• Bump actions-gh-pages action version to v4 by @kumaranvpl in #839
• Bump dev and test dependency versions by @kumaranvpl in #841
• [Docs] Fix the export_module decorator to update the module attribute of a symbol only when building the docs by @harishmohanraj in #842
• Fix failing CI tests in forked repo PRs by @kumaranvpl in #818
• Bump pydantic-ai version by @kumaranvpl in #847
• Remove paths filter and run llm tests on main on schedule by @kumaranvpl in #788
• Add num_ctx param to ollama options dictionary by @mingxzhao in #790
• [Docs] Replace run with initiate_chat for docs until code execution default changed by @marklysze in #856
• update loggers by @lazToum in #810
• Bump mypy version by @davorrunje in #858
• Remove default code execution config from run executor agent by @marklysze in #853
• update captain agent tools by @lazToum in #802
• Update captainagent.py by @lazToum in #800
• Fix stuck build check by @kumaranvpl in #866
• update WebRTC blog, to use js package by @davorinrusevljan in #850
• Bump optional dependencies by @kumaranvpl in #862
• [Docs] Remove old files from website directory by @harishmohanraj in #844
• [Docs] Fix broken links by @harishmohanraj in #870
• [Docs] Fix mdx parsing issue in docs by @harishmohanraj in #872
• Add structured output to browser use tool by @rjambrecic in #874
• fix(docs): Correct typos and minor wording issues in documentation by @NikolaiKryshnev in #871
• Messaging Platform Tools - Discord, Telegram, Slack by @marklysze in #754
• Communication Agents (Discord/Slack/Telegram, using tools) by @marklysze in #787
• docs: enhance README with key features and practical examples by @crStiv in #546
• version bump to v0.7.4 by @qingyun-wu in #882

New Contributors

• @devin-ai-integration made their first contribution in #711
• @vipocenka made their first contribution in #723
• @defiberrys made their first contribution in #752
• @mingxzhao made their first contribution in #790
• @NikolaiKryshnev made their first contribution in #871
• @crStiv made their first contribution in #546

Full Changelog: v0.7.3...v0.7.4b1

v0.7.3

Highlights

• 🌐 WebSurfer Agent - Search the web with an agent, powered by a browser or a crawler! (Notebook)
• 💬 New agent run - Get up and running faster by having a chat directly with an AG2 agent using their new run method (Notebook)
• 🚀 Google's new SDK - AG2 is now using Google's new Gen AI SDK!
• 🛠️ Fixes, more fixes, and documentation

WebSurfer Agent searching for news on AG2 (it can create animated GIFs as well!):

Thanks to all the contributors on 0.7.3!

• @willhama made their first contribution in #664
• @teenager-ETH made their first contribution in #656
• @mdqst made their first contribution in #646
• @GuroChil made their first contribution in #687

What's Changed

• Update bloposts for RealtimeAgent by @sternakt in #616
• Add deepseek llm-s to CI testing by @rjambrecic in #631
• Update OpenaiClient to Support Deepseek-Reasoning Model by @rjambrecic in #634
• Add default document loader and parser for RAG by @AgentGenie in #624
• Update text in GroupChat customized speaker selection notebook by @marklysze in #637
• Use skip_on_missing_imports in test files to mark tests by @kumaranvpl in #633
• Add two New talk by @skzhang1 in #644
• Remove debugging print by @davorrunje in #645
• update YouTube link to sew-bench talk by @skzhang1 in #648
• Add linting rules by @davorrunje in #647
• Add linting rules pyupgrade by @davorrunje in #650
• Docs update by @qingyun-wu in #651
• Fix licence check by @davorrunje in #663
• fixed emojis on pypi by @willhama in #664
• Fix updates by @teenager-ETH in #656
• Add retries and xfail on Gemini test failed on ResourceExhausted exception by @davorrunje in #652
• Integrate browser-use as a tool by @rjambrecic in #638
• docs: Fix incomplete Gunicorn command Update faqs.mdx by @mdqst in #646
• Add CI test for optional dependencies by @davorrunje in #615
• [Docs] Split api reference into high level api and everything by @harishmohanraj in #657
• [Bug fix] Fix messages type for summary_from_nested_chats and its dependencies by @AgentGenie in #654
• [Docs] Dark mode css fix by @harishmohanraj in #672
• [Docs] Fix broken links by @harishmohanraj in #677
• Remove obsolete old devcontainer docker files by @kumaranvpl in #675
• Use gemini flash instead of pro in tests by @rjambrecic in #676
• Refactoring to remove ConversableAgent inheritance from SwarmAgent by @sternakt in #636
• Propagate local api key env vars to devcontainer by @kumaranvpl in #681
• Add docs test to CI by @davorrunje in #674
• Supress failing deepseek-reasoner tests by @rjambrecic in #679
• Polish suppress decorator in tests by @davorrunje in #684
• Add deepseek browser-use example by @rjambrecic in #682
• Update Claude Sonnet to 3.5 in tests by @davorrunje in #685
• Removed "The" by @GuroChil in #687
• Use google-genai package instead of old google-generativeai package by @kumaranvpl in #694
• Integrate crawl4ai tool by @rjambrecic in #697
• Make it easy to use single agent by @sternakt in #699
• Implement websurfer agent by @rjambrecic in #701
• Add msg_to param to ConversableAgent.run by @davorrunje in #704
• Update version to 0.7.3 by @marklysze in #706

Full Changelog: v0.7.2...v0.7.3

v0.7.2

Highlights

• 🚀🔉 Google Gemini-powered RealtimeAgent
• 🗜️📦 Significantly lighter default installation package, fixes, test improvements

Thanks to all the contributors on 0.7.2!

• @leopardracer made their first contribution in #512
• @zeevick10 made their first contribution in #513
• @kilavvy made their first contribution in #515
• @vtjl10 made their first contribution in #514
• @donatik27 made their first contribution in #522
• @Hopium21 made their first contribution in #524
• @Madmaxs2 made their first contribution in #532
• @Dahka2321 made their first contribution in #534
• @Daulox92 made their first contribution in #544

What's Changed

• Add Gemini LLM tests in CI by @rjambrecic in #487
• fix: typos in documentation files by @leopardracer in #512
• fix typo by @zeevick10 in #513
• Improve Grammar by @kilavvy in #515
• Improve Grammar in Docs by @vtjl10 in #514
• Add anthropic llm tests by @rjambrecic in #519
• Fix typos and formatting in documentation by @donatik27 in #522
• Use pytest markers instead of --skip-redis and --skip-docker flags by @kumaranvpl in #525
• [Docs] Fix broken links by @harishmohanraj in #529
• Fix typos and grammar by @Hopium21 in #524
• Fix structured outputs notebook by @rjambrecic in #531
• Refactor LLM tests to use parameterized fixtures with dynamic marking by @rjambrecic in #530
• Fix incorrect link path in documentation by @Madmaxs2 in #532
• Fix typos in variable names and documentation labels by @Dahka2321 in #534
• modify wording in doc by @sonichi in #541
• wording of the docs by @sonichi in #542
• Fix Grammar and Variable Name Typos by @Daulox92 in #544
• Handle missing imports with a context manager and a wraper for classes and objects by @kumaranvpl in #540
• doc improvement & repo cleanup by @sonichi in #548
• Fix _string_metadata_to_description_field function for python version < 3.11 by @rjambrecic in #535
• Packages updated by @davorrunje in #556
• Updated test of CrewAI tool description by @marklysze in #562
• Swarm: Support AfterWorkOption in SwarmResult agent parameter by @marklysze in #358
• [Chore]: CrewAI tests updated due to the new version of CrewAI by @davorrunje in #563
• Tools capability by @AgentGenie in #526
• making TextMessage take a list[dict[str, str | dict[str, Any]]] as value because MultimodalConversableAgent was breaking while processing images. by @shriyanshagnihotri in #560
• [Docs] Add instructions on using deepseek v3 and gemini 2.0 models by @harishmohanraj in #559
• [Docs] Fix broken tab navigation in LLM Configuration User Guide by @harishmohanraj in #578
• Fix gemini and anthropic tests by @rjambrecic in #581
• Use optional_import_block in autogen and tests to handle missing imports by @kumaranvpl in #571
• [Docs] Remove duplicate author information from blog posts by @harishmohanraj in #587
• Minor Bug Fix for swarm by @yiranwu0 in #592
• [Docs] Add Google analytics by @harishmohanraj in #589
• Fix third party imports using optional import block in agent contrib files by @kumaranvpl in #585
• Fix failing tests with optional imports by @davorrunje in #596
• FLAML moved to optional dependancies by @davorrunje in #598
• Only use third party modules in optional imports not autogen imports in test files by @kumaranvpl in #602
• [Realtime Agent] Add the Gemini Client and refactor RealtimeAgent and clients by @stellaxiang in #371
• [Docs] Use jinja template in documentation generation by @harishmohanraj in #606
• Fix missed third party imports in autogen files by @kumaranvpl in #607
• Fix async tests by @rjambrecic in #609
• Agents name validation and error handling by @rjambrecic in #583
• Use pinned versions for dev dependencies. by @kumaranvpl in #612
• Add setup file generation by @davorrunje in #617
• [Docs] Generate Documentation from live objects instead of parsing the source code by @harishmohanraj in #539
• Add blog post for ChatContext dependency injection by @rjambrecic in #613
• [Docs] Resolve mypy type-checking issues in docs generation files by @harishmohanraj in #621
• Update version to v0.7.2b1 by @marklysze in #623
• Update version to 0.7.2 by @marklysze in #625

Full Changelog: v0.7.1...v0.7.2

v0.7.2b1

Highlights

• 🚀🔉 Google Gemini-powered RealtimeAgent
• 🗜️📦 Significantly lighter default installation package, fixes, test improvements

Thanks to all the contributors on 0.7.2!

New Contributors

• @leopardracer made their first contribution in #512
• @zeevick10 made their first contribution in #513
• @kilavvy made their first contribution in #515
• @vtjl10 made their first contribution in #514
• @donatik27 made their first contribution in #522
• @Hopium21 made their first contribution in #524
• @Madmaxs2 made their first contribution in #532
• @Dahka2321 made their first contribution in #534
• @Daulox92 made their first contribution in #544

What's Changed

• Add Gemini LLM tests in CI by @rjambrecic in #487
• fix: typos in documentation files by @leopardracer in #512
• fix typo by @zeevick10 in #513
• Improve Grammar by @kilavvy in #515
• Improve Grammar in Docs by @vtjl10 in #514
• Add anthropic llm tests by @rjambrecic in #519
• Fix typos and formatting in documentation by @donatik27 in #522
• Use pytest markers instead of --skip-redis and --skip-docker flags by @kumaranvpl in #525
• [Docs] Fix broken links by @harishmohanraj in #529
• Fix typos and grammar by @Hopium21 in #524
• Fix structured outputs notebook by @rjambrecic in #531
• Refactor LLM tests to use parameterized fixtures with dynamic marking by @rjambrecic in #530
• Fix incorrect link path in documentation by @Madmaxs2 in #532
• Fix typos in variable names and documentation labels by @Dahka2321 in #534
• modify wording in doc by @sonichi in #541
• wording of the docs by @sonichi in #542
• Fix Grammar and Variable Name Typos by @Daulox92 in #544
• Handle missing imports with a context manager and a wraper for classes and objects by @kumaranvpl in #540
• doc improvement & repo cleanup by @sonichi in #548
• Fix _string_metadata_to_description_field function for python version < 3.11 by @rjambrecic in #535
• Packages updated by @davorrunje in #556
• Updated test of CrewAI tool description by @marklysze in #562
• Swarm: Support AfterWorkOption in SwarmResult agent parameter by @marklysze in #358
• [Chore]: CrewAI tests updated due to the new version of CrewAI by @davorrunje in #563
• Tools capability by @AgentGenie in #526
• making TextMessage take a list[dict[str, str | dict[str, Any]]] as value because MultimodalConversableAgent was breaking while processing images. by @shriyanshagnihotri in #560
• [Docs] Add instructions on using deepseek v3 and gemini 2.0 models by @harishmohanraj in #559
• [Docs] Fix broken tab navigation in LLM Configuration User Guide by @harishmohanraj in #578
• Fix gemini and anthropic tests by @rjambrecic in #581
• Use optional_import_block in autogen and tests to handle missing imports by @kumaranvpl in #571
• [Docs] Remove duplicate author information from blog posts by @harishmohanraj in #587
• Minor Bug Fix for swarm by @yiranwu0 in #592
• [Docs] Add Google analytics by @harishmohanraj in #589
• Fix third party imports using optional import block in agent contrib files by @kumaranvpl in #585
• Fix failing tests with optional imports by @davorrunje in #596
• FLAML moved to optional dependancies by @davorrunje in #598
• Only use third party modules in optional imports not autogen imports in test files by @kumaranvpl in #602
• [Realtime Agent] Add the Gemini Client and refactor RealtimeAgent and clients by @stellaxiang in #371
• [Docs] Use jinja template in documentation generation by @harishmohanraj in #606
• Fix missed third party imports in autogen files by @kumaranvpl in #607
• Fix async tests by @rjambrecic in #609
• Agents name validation and error handling by @rjambrecic in #583
• Use pinned versions for dev dependencies. by @kumaranvpl in #612
• Add setup file generation by @davorrunje in #617
• [Docs] Generate Documentation from live objects instead of parsing the source code by @harishmohanraj in #539
• Add blog post for ChatContext dependency injection by @rjambrecic in #613
• [Docs] Resolve mypy type-checking issues in docs generation files by @harishmohanraj in #621
• Update version to v0.7.2b1 by @marklysze in #623

Full Changelog: v0.7.1...v0.7.2

v0.7.1

Highlights

• 🕸️ 🧠 GraphRAG integration of Neo4j's native GraphRAG SDK (Notebook)
• 🤖🧠 OpenAI o1 support (o1, o1-preview, o1-mini)
• 🔄 📝 Structured outputs extended to Anthropic, Gemini, and Ollama
• Fixes, documentation, and blog posts

New Contributors

• @giorgossideris made their first contribution in #489

What's Changed

• Add linting rules to ruff check and format code with ruff format by @davorrunje in #414
• Docs: add blog post for RealtimeAgent over WebRTC by @sternakt in #415
• Updated notebook for Structured Messages with websockets demo by @marklysze in #420
• Fix deps problem with CrewAI on Win32 by @davorrunje in #431
• content parameter of TextMessage class can also be list by @rjambrecic in #432
• Add default social image to all blog posts by @harishmohanraj in #423
• [Chore]: CaptainAgent files moved into its folder by @davorrunje in #429
• Add devcontainers with multiple python versions by @kumaranvpl in #412
• Write blogpost for agentchat over websockets by @sternakt in #433
• Add swe bench talks by @skzhang1 in #437
• Latest talk added to website by @davorrunje in #444
• Add dependabot configuration by @kumaranvpl in #446
• Neo4j native GraphRAG integration by @Eric-Shang in #377
• Update ruff version, update formatting in files and remove unused imports by @kumaranvpl in #447
• Fix devcontainer failing because of pyyaml version by @kumaranvpl in #461
• Fix comment lines with incorrect devcontainer file names by @kumaranvpl in #462
• [Docs] Refactor mintlify docs generation to use template file by @harishmohanraj in #434
• Implement Dependency Injection for ChatContext by @rjambrecic in #424
• Fix Gemini response post-processing by @rjambrecic in #464
• Use pytest markers to run or skip tests by @kumaranvpl in #463
• Neo4j native notebook fix by @Eric-Shang in #481
• Add Validation for name in ConversableAgent to Prevent Whitespace by @rjambrecic in #482
• Update reasoning agent documentation by @giorgossideris in #489
• Fix realtime agent swarm by @sternakt in #483
• Fix _num_token_from_messages for DeepSeek models by @rjambrecic in #498
• Structured outputs for Anthropic / Gemini / Ollama by @marklysze in #336
• Fix docs CI by @davorrunje in #500
• OpenAI o1 support by @Hk669 in #347
• Bump version to 0.7.1 by @marklysze in #508

Full Changelog: v0.7.0...v0.7.1

v0.7.0

Highlights from this Major Release

🚀🔧 Introducing Tools with Dependency Injection: Secure, flexible, tool parameters using dependency injection

• Blog
• Notebook Example
• Video

🚀🔉 Introducing RealtimeAgent with WebRTC: Add Realtime agentic voice to your applications with WebRTC

• Demo Repo
• Blog
• Video

🚀💬Introducing Structured Messages: Direct and filter AG2's outputs to your UI

• Blog
• Notebook Example
• Video

🚀📊 Agentic RAG for Complex Data

• Notebook Example

♥️ Thanks to all the contributors and collaborators that helped make release 0.7!

New Contributors

• @shriyanshagnihotri made their first contribution in #309
• @eltociear made their first contribution in #314
• @stellaxiang made their first contribution in #333
• @kumaranvpl made their first contribution in #282

What's Changed

• Adding AnthropicVertexAI API support in the Anthropic LLM lib under oai by @shriyanshagnihotri in #309
• [Docs] Add missing front matter metadata in notebook by @harishmohanraj in #327
• Add realtime e2e test by @sternakt in #329
• chore: update GroupChatExtension.cs by @eltociear in #314
• Add the ReasoningAgent to CI by @Hk669 in #294
• Add swarm manager option by @yiranwu0 in #217
• [RealtimeAgent Notebook] Fix dependencies and imports by @stellaxiang in #333
• Implement dependancy injection as defined in PR 320 by @rjambrecic in #330
• [Docs] Fix tag filtering issue in the application gallery page by @harishmohanraj in #337
• Replace print commands with structured messages by @kumaranvpl in #282
• Fix CrewAI interoperability failing tests by @rjambrecic in #340
• Refactoring of dependancy injection, tools and realtime client by @davorrunje in #346
• Bug fix: Extract values from dict instead of copying dict in PostCaryoverProcessing by @kumaranvpl in #344
• Add missing init.py files in test folders and fix imports by @rjambrecic in #342
• Add dependancy injection to Tools by @davorrunje in #320
• Add JSON support for neo4j via llamaindex rag integration by @AgentGenie in #350
• community talks by @skzhang1 in #354
• add method property to ReasoningAgent by @Hk669 in #355
• Swarm: Restore lost SWARM_MANAGER return by @marklysze in #356
• [Docs] Fix Build Errors and Broken Links in Documentation by @harishmohanraj in #360
• Merge changes to dedicated branch by @kumaranvpl in #361
• [Docs] Fix broken link by @harishmohanraj in #364
• Fix Jupyter Kernel Gateway not found at import by @davorrunje in #362
• [Docs] Fix URL in muffet exclusion list by @harishmohanraj in #372
• Add support for structured messages in IOStream classes by @kumaranvpl in #363
• Fix wrap message to accept message model with single content parameter by @kumaranvpl in #379
• Write realtime agent websocket blogpost by @sternakt in #332
• [Docs] Fix Image in "ReasoningAgent Update" Blog Post by @harishmohanraj in #386
• debug by @BabyCNM in #381
• Introduced Credentials into conftest and refactored tests by @davorrunje in #373
• RealtimeAgent WebRTC by @davorrunje in #393
• Use hatch for build system, uv for installing deps and remove setup.py by @kumaranvpl in #380
• [RAG] Agentic RAG workflow on tabular data from a PDF file by @AgentGenie in #376
• [Docs] Add dependency injection notebook and blog post by @rjambrecic in #374
• Bump version to 0.7.0b1 by @marklysze in #400
• CI fixes by @davorrunje (PRs 401-407)
• Docs fix by @davorrunje in #409
• Bump version to 0.7 by @marklysze in #408

Full Changelog: v0.6.1...v0.7.0

v0.7.0b3

Highlights from this Major Release

🚀🔧 Introducing Tools with Dependency Injection: Secure, flexible, tool parameters using dependency injection

• Notebook Example
• Video (Coming soon)

🚀🔉 Introducing RealtimeAgent with WebRTC: Add Realtime agentic voice to your applications with WebRTC

• Blog (Coming soon)
• Notebook (Coming soon)
• Video (Coming soon)

🚀💬Introducing Structured Messages: Direct and filter AG2's outputs to your UI

• Blog (Coming soon)
• Notebook (Coming soon)
• Video (Coming soon)

♥️ Thanks to all the contributors and collaborators that helped make release 0.7!

New Contributors

• @shriyanshagnihotri made their first contribution in #309
• @eltociear made their first contribution in #314
• @stellaxiang made their first contribution in #333
• @kumaranvpl made their first contribution in #282

What's Changed

• Adding AnthropicVertexAI API support in the Anthropic LLM lib under oai by @shriyanshagnihotri in #309
• [Docs] Add missing front matter metadata in notebook by @harishmohanraj in #327
• Add realtime e2e test by @sternakt in #329
• chore: update GroupChatExtension.cs by @eltociear in #314
• Add the ReasoningAgent to CI by @Hk669 in #294
• Add swarm manager option by @yiranwu0 in #217
• [RealtimeAgent Notebook] Fix dependencies and imports by @stellaxiang in #333
• Implement dependancy injection as defined in PR 320 by @rjambrecic in #330
• [Docs] Fix tag filtering issue in the application gallery page by @harishmohanraj in #337
• Replace print commands with structured messages by @kumaranvpl in #282
• Fix CrewAI interoperability failing tests by @rjambrecic in #340
• Refactoring of dependancy injection, tools and realtime client by @davorrunje in #346
• Bug fix: Extract values from dict instead of copying dict in PostCaryoverProcessing by @kumaranvpl in #344
• Add missing init.py files in test folders and fix imports by @rjambrecic in #342
• Add dependancy injection to Tools by @davorrunje in #320
• Add JSON support for neo4j via llamaindex rag integration by @AgentGenie in #350
• community talks by @skzhang1 in #354
• add method property to ReasoningAgent by @Hk669 in #355
• Swarm: Restore lost SWARM_MANAGER return by @marklysze in #356
• [Docs] Fix Build Errors and Broken Links in Documentation by @harishmohanraj in #360
• Merge changes to dedicated branch by @kumaranvpl in #361
• [Docs] Fix broken link by @harishmohanraj in #364
• Fix Jupyter Kernel Gateway not found at import by @davorrunje in #362
• [Docs] Fix URL in muffet exclusion list by @harishmohanraj in #372
• Add support for structured messages in IOStream classes by @kumaranvpl in #363
• Fix wrap message to accept message model with single content parameter by @kumaranvpl in #379
• Write realtime agent websocket blogpost by @sternakt in #332
• [Docs] Fix Image in "ReasoningAgent Update" Blog Post by @harishmohanraj in #386
• debug by @BabyCNM in #381
• Introduced Credentials into conftest and refactored tests by @davorrunje in #373
• RealtimeAgent WebRTC by @davorrunje in #393
• Use hatch for build system, uv for installing deps and remove setup.py by @kumaranvpl in #380
• [RAG] Agentic RAG workflow on tabular data from a PDF file by @AgentGenie in #376
• [Docs] Add dependency injection notebook and blog post by @rjambrecic in #374
• Bump version to 0.7.0b1 by @marklysze in #400
• CI fixes by @davorrunje (PRs 401-407)

Full Changelog: v0.6.1...v0.7.0b3

v0.7.0b1

Highlights from this Major Release

🚀🔧 Introducing Tools with Dependency Injection: Secure, flexible, tool parameters using dependency injection

• Notebook Example
• Video TBD

🚀🔉 Introducing RealtimeAgent with WebRTC: Add Realtime agentic voice to your applications with WebRTC

• Blog (Coming soon)
• Notebook (Coming soon)
• Video (Coming soon)

🚀💬Introducing Structured Messages: Direct and filter AG2's outputs to your UI

• Blog (Coming soon)
• Notebook (Coming soon)
• Video (Coming soon)

♥️ Thanks to all the contributors and collaborators that helped make release 0.7!

New Contributors

• @shriyanshagnihotri made their first contribution in #309
• @eltociear made their first contribution in #314
• @stellaxiang made their first contribution in #333
• @kumaranvpl made their first contribution in #282

What's Changed

• Adding AnthropicVertexAI API support in the Anthropic LLM lib under oai by @shriyanshagnihotri in #309
• [Docs] Add missing front matter metadata in notebook by @harishmohanraj in #327
• Add realtime e2e test by @sternakt in #329
• chore: update GroupChatExtension.cs by @eltociear in #314
• Add the ReasoningAgent to CI by @Hk669 in #294
• Add swarm manager option by @yiranwu0 in #217
• [RealtimeAgent Notebook] Fix dependencies and imports by @stellaxiang in #333
• Implement dependancy injection as defined in PR 320 by @rjambrecic in #330
• [Docs] Fix tag filtering issue in the application gallery page by @harishmohanraj in #337
• Replace print commands with structured messages by @kumaranvpl in #282
• Fix CrewAI interoperability failing tests by @rjambrecic in #340
• Refactoring of dependancy injection, tools and realtime client by @davorrunje in #346
• Bug fix: Extract values from dict instead of copying dict in PostCaryoverProcessing by @kumaranvpl in #344
• Add missing init.py files in test folders and fix imports by @rjambrecic in #342
• Add dependancy injection to Tools by @davorrunje in #320
• Add JSON support for neo4j via llamaindex rag integration by @AgentGenie in #350
• community talks by @skzhang1 in #354
• add method property to ReasoningAgent by @Hk669 in #355
• Swarm: Restore lost SWARM_MANAGER return by @marklysze in #356
• [Docs] Fix Build Errors and Broken Links in Documentation by @harishmohanraj in #360
• Merge changes to dedicated branch by @kumaranvpl in #361
• [Docs] Fix broken link by @harishmohanraj in #364
• Fix Jupyter Kernel Gateway not found at import by @davorrunje in #362
• [Docs] Fix URL in muffet exclusion list by @harishmohanraj in #372
• Add support for structured messages in IOStream classes by @kumaranvpl in #363
• Fix wrap message to accept message model with single content parameter by @kumaranvpl in #379
• Write realtime agent websocket blogpost by @sternakt in #332
• [Docs] Fix Image in "ReasoningAgent Update" Blog Post by @harishmohanraj in #386
• debug by @BabyCNM in #381
• Introduced Credentials into conftest and refactored tests by @davorrunje in #373
• RealtimeAgent WebRTC by @davorrunje in #393
• Use hatch for build system, uv for installing deps and remove setup.py by @kumaranvpl in #380
• [RAG] Agentic RAG workflow on tabular data from a PDF file by @AgentGenie in #376
• [Docs] Add dependency injection notebook and blog post by @rjambrecic in #374
• Bump version to 0.7.0b1 by @marklysze in #400

Full Changelog: v0.6.1...v0.7.0b1

v0.6.1

Highlights

🚀🔧 CaptainAgent's team of agents can now use 3rd party tools!

• Notebook
• If you're new to CaptainAgent, check out our video and blog post

🚀🔉 RealtimeAgent fully supports OpenAI's latest Realtime API and refactored to support real-time APIs from other providers

• Notebook
• If you're new to RealtimeAgent, check out our demo video and blog post

♥️ Thanks to all the contributors and collaborators that helped make release 0.6.1!

New Contributors

• @hakantapanyigit made their first contribution in #289
• @abossenbroek made their first contribution in #304

What's Changed

• Update mcts blog image by @BabyCNM in #265
• Google Gemini Client fixes by @marklysze in #264
• Notebook Fix for the ReasoningAgent by @Hk669 in #247
• Set up redirects from gh-pages to new domain by @harishmohanraj in #269
• fix: ReasoningAgent blog links by @Hk669 in #268
• remove unnecessary log file from main by @Hk669 in #273
• Added the youtube videos to the Blogs by @Hk669 in #272
• Add youtube video to 2024-12-06-FalkorDB-Structured blog by @AgentGenie in #270
• Fix failing notebook test by @rjambrecic in #275
• Add call method to Tool by @rjambrecic in #276
• [Docs] Fix broken links by @harishmohanraj in #277
• Fix outdated contributor guide by @harishmohanraj in #284
• [Docs] Update links by @harishmohanraj in #285
• Refactoring of tool mechanism by @davorrunje in #274
• [Docs] Fix broken links by @harishmohanraj in #291
• chore: updated blog assets and optimized images by @hakantapanyigit in #289
• Add authors to blog pages and fix header case in API reference by @harishmohanraj in #297
• [Docs] Resolve Broken Links in Documentation by @harishmohanraj in #303
• fix: MDX callout, notebook code error, and Mintlify CSS update by @hakantapanyigit in #302
• fix: adds missing import for gemini by @abossenbroek in #304
• [CaptainAgent] Add executor injected with tools. by @LeoLjl in #307
• Initilized Property Graph Index with llm parameter by @Eric-Shang in #305
• Integrating Tools from other frameworks into CaptainAgent by @LeoLjl in #310
• [Docs] Fix Broken Links and Improve Example Formatting in Docstrings by @harishmohanraj in #317
• Clean up Docusaurus related files by @harishmohanraj in #318
• [Docs] Add Image to Application Gallery Page and Update Its Contribution Guide by @harishmohanraj in #319
• Swarm Asynchronous initiate_swarm_chat by @marklysze in #315
• Refactoring of PR 281 (RealtimeAgent) by @davorrunje in #313
• Integrate OpenAI realtime API by @sternakt in #281
• Add new Realtime notebook with websocket API by @davorrunje in #322
• Fix broken links by @davorrunje in #324
• Bump version to 0.6.1 by @marklysze in #325

Full Changelog: v0.6.0...v0.6.1

v0.6.0

Highlights from this Major Release

🚀🔉 Introducing RealtimeAgent: Realtime voice in AG2! Speak with your agents!

• Blogpost
• Notebook Example
• Video

🚀🔍 Introducing ReasoningAgent with MCTS: Monte Carlo Tree Search powered ReasoningAgent

• Blogpost
• Notebook Example
• Video

🚀🔧 Introducing Tool Interoperability: Expand AG2 agent capabilities with 3rd party tool integrations

• Blogpost
• Notebook Example
• Video

🚀🐝 Introducing Enhanced Swarm: More control and depth with conditional handoffs, nested chats, and updated agent state

• Notebook Example
• Video

📙 Check out our new documentation website! https://docs.ag2.ai/

♥️ Thanks to all the contributors and collaborators that helped make release 0.6!

What's Changed

• Add tool imports upstream by @rjambrecic in #205
• removing openai_ws from observers by @davorinrusevljan in #198
• Add tool imports upstream by @rjambrecic in #207
• Separated client out from RealtimeAgent by @davorinrusevljan in #206
• Add Neo4j GraphRAG notebook to website by @AgentGenie in #213
• Added a project in gallery.json by @haard7 in #214
• Upgrade openai version to >=1.57 by @rjambrecic in #186
• update: llamaindex_conversable_agent.py by @lazToum in #130
• Update of OpenAI (and Azure) models and versions by @marklysze in #171
• Swarm: Allow functions to update agent's state, including system message, before replying by @marklysze in #104
• Updated bedrock.py to handle case of deploying it over Lambda function with attached role by @irshadc in #85
• small typo in swarm doc by @borisbolliet in #221
• Updated resolutions for Dall-e-3 for Contrib tests by @marklysze in #222
• [Chore] Pytest upgraded to version 8 by @davorrunje in #218
• Add langchain tools support by @rjambrecic in #219
• Realtime agent refactoring anyio by @sternakt in #225
• Migrate Cerebras from Llama 3.1 70b to Llama 3.3 70b by @henrytwo in #227
• Realtime agent start swarm at startup by @sternakt in #231
• Add tool support for pydantic ai by @rjambrecic in #230
• Fix tests by @rjambrecic in #232
• Fix tool imports tests by @rjambrecic in #233
• Swarm: conditional hand-off transition improvements by @marklysze in #201
• Add tool imports refactoring and docs by @rjambrecic in #236
• Add tool imports refactoring by @davorrunje in #237
• Add tool imports refactoring by @rjambrecic in #238
• Enhanced Swarm notebook by @marklysze in #229
• Drop support for Python 3.8 by @davorrunje in #240
• Create tools interop blog post by @rjambrecic in #239
• Realtime agent with WebSocket by @davorinrusevljan in #241
• Migrate Documentation from Docusaurus to Mintlify by @harishmohanraj in #210
• Add Interoperable protocol and implement tool import from multiple frameworks by @davorrunje in #197
• Implement RealtimeAgent for Real-Time Conversational AI Support in ag2 Framework by @sternakt in #196
• MCTS Reasoning Agent by @BabyCNM in #175
• Bump version to 0.6.0b1 by @marklysze in #243
• Neo4j fix by @Eric-Shang in #245
• [Chore]: Syntax upgraded to Python 3.9 by @davorrunje in #249
• Documentation Updates and Fixes by @harishmohanraj in #251
• Update blog posts navigation by @harishmohanraj in #253
• Documentation link updates for new docs site by @harishmohanraj in #255
• Documentation link updates for new docs site by @marklysze in #244
• Typing fixed for realtime agent by @davorrunje in #254
• Interop blog polishing by @rjambrecic in #252
• Bump version 0.6.0b2 by @marklysze in #260
• Add authors information to blog pages by @harishmohanraj in #258
• Polish realtime agent blogpost, Add blogpost and api docs to website by @sternakt in #250
• Replace placeholder video with tools interoperability one by @sternakt in #263
• Remove duplicate entry from navigation by @harishmohanraj in #262
• version bump by @qingyun-wu in #261

New Contributors

• @rjambrecic made their first contribution in #205
• @davorinrusevljan made their first contribution in #198
• @haard7 made their first contribution in #214
• @irshadc made their first contribution in #85
• @borisbolliet made their first contribution in #221
• @henrytwo made their first contribution in #227
• @BabyCNM made their first contribution in #175

Full Changelog: v0.5.3...v0.6.0