Ag2

Highlights
- 🤖🧠Meet AG2's New ReasoningAgent: an agentic alternative to o1 model:
https://ag2ai.github.io/ag2/blog/2024/12/02/ReasoningAgent2/

- 🔄 📝 Structured output that allows AG2 agents to communicate with valid JSON that fits directly into your Pydantic class.
- 🕸️ 🧠 A new AG2 agent capability: Graph RAG with FalkorDB, providing the power of knowledge graphs.
See the above two features in action in a trip planner task:
https://github.com/ag2ai/ag2/blob/main/notebook/agentchat_swarm_graphrag_trip_planner.ipynb


What's Changed
* FalkorDB GraphRAG documentation updates by marklysze in https://github.com/ag2ai/ag2/pull/113
* Update test to avoid Azure content filter by marklysze in https://github.com/ag2ai/ag2/pull/121
* Update talks & try to fix gallery by skzhang1 in https://github.com/ag2ai/ag2/pull/119
* Docs: Add OpenLIT to Agent Observability doc along with notebook by patcher9 in https://github.com/ag2ai/ag2/pull/97
* Package by qingyun-wu in https://github.com/ag2ai/ag2/pull/125
* bump version by qingyun-wu in https://github.com/ag2ai/ag2/pull/126
* Bump express from 4.19.2 to 4.21.1 in /website by dependabot in https://github.com/ag2ai/ag2/pull/124
* Bump http-proxy-middleware from 2.0.6 to 2.0.7 in /website by dependabot in https://github.com/ag2ai/ag2/pull/122
* Bump cross-spawn from 7.0.3 to 7.0.6 in /website by dependabot in https://github.com/ag2ai/ag2/pull/123
* Package description udpate by qingyun-wu in https://github.com/ag2ai/ag2/pull/127
* Update MAINTAINERS.md - Add Tvrtko Sternak to maintainers by sternakt in https://github.com/ag2ai/ag2/pull/134
* [BLOG] Write Prompt Leakage Probing blogpost by sternakt in https://github.com/ag2ai/ag2/pull/109
* Bump micromatch from 4.0.5 to 4.0.8 in /website by dependabot in https://github.com/ag2ai/ag2/pull/129
* Bump webpack from 5.89.0 to 5.96.1 in /website by dependabot in https://github.com/ag2ai/ag2/pull/128
* Patch/chromadb by lazToum in https://github.com/ag2ai/ag2/pull/131
* Modified swarm_translation to check if agent is str, if so, get agent… by bassilkhilo in https://github.com/ag2ai/ag2/pull/138
* Patch/logging by lazToum in https://github.com/ag2ai/ag2/pull/132
* Add structured output by davorrunje in https://github.com/ag2ai/ag2/pull/112
* Add conversion from ParsedChatCompletion to ChatCompletion by sternakt in https://github.com/ag2ai/ag2/pull/140
* Add context variables to ConversableAgent by marklysze in https://github.com/ag2ai/ag2/pull/137
* Fix minor grammatical issue in documentation. by kartikx in https://github.com/ag2ai/ag2/pull/147
* Swarm: Support for nested chat as a hand off by marklysze in https://github.com/ag2ai/ag2/pull/107
* Update github/microsoft/autogen links by kartikx in https://github.com/ag2ai/ag2/pull/149
* chore(pricing): update Anthropic model pricing constants by jtanningbed in https://github.com/ag2ai/ag2/pull/142
* Update MAINTAINERS.md by evandavid1 in https://github.com/ag2ai/ag2/pull/120
* ReasoningAgent by Hk669 in https://github.com/ag2ai/ag2/pull/115
* Implement custom formatting in response_format by sternakt in https://github.com/ag2ai/ag2/pull/145
* GraphRAG demo with SwarmAgents by AgentGenie in https://github.com/ag2ai/ag2/pull/141
* Package test and version bump by qingyun-wu in https://github.com/ag2ai/ag2/pull/154
* FalkorDB / Structured Output / Nested Chat in Swarms Blog by marklysze in https://github.com/ag2ai/ag2/pull/155
* Add twine by qingyun-wu in https://github.com/ag2ai/ag2/pull/157
* bump version by qingyun-wu in https://github.com/ag2ai/ag2/pull/158
* Update github/microsoft/autogen link in chess documentation. by kartikx in https://github.com/ag2ai/ag2/pull/153
* Neo4j Graph Rag Integration by Eric-Shang in https://github.com/ag2ai/ag2/pull/139
* bump version by qingyun-wu in https://github.com/ag2ai/ag2/pull/160

New Contributors
* patcher9 made their first contribution in https://github.com/ag2ai/ag2/pull/97
* dependabot made their first contribution in https://github.com/ag2ai/ag2/pull/124
* sternakt made their first contribution in https://github.com/ag2ai/ag2/pull/134
* bassilkhilo made their first contribution in https://github.com/ag2ai/ag2/pull/138
* kartikx made their first contribution in https://github.com/ag2ai/ag2/pull/147
* jtanningbed made their first contribution in https://github.com/ag2ai/ag2/pull/142
* evandavid1 made their first contribution in https://github.com/ag2ai/ag2/pull/120
* Hk669 made their first contribution in https://github.com/ag2ai/ag2/pull/115
* Eric-Shang made their first contribution in https://github.com/ag2ai/ag2/pull/139

**Full Changelog**: https://github.com/ag2ai/ag2/compare/v0.4.1...v0.5.0

What's Changed
* FalkorDB / Structured Output / Nested Chat in Swarms Blog by marklysze in https://github.com/ag2ai/ag2/pull/155
* Add twine by qingyun-wu in https://github.com/ag2ai/ag2/pull/157
* bump version by qingyun-wu in https://github.com/ag2ai/ag2/pull/158
* Implement custom formatting in response_format by sternakt in https://github.com/ag2ai/ag2/pull/145
* GraphRAG demo with SwarmAgents by AgentGenie in https://github.com/ag2ai/ag2/pull/141
* Package test and version bump by qingyun-wu in https://github.com/ag2ai/ag2/pull/154
* Bump express from 4.19.2 to 4.21.1 in /website by dependabot in https://github.com/ag2ai/ag2/pull/124
* Bump http-proxy-middleware from 2.0.6 to 2.0.7 in /website by dependabot in https://github.com/ag2ai/ag2/pull/122
* Bump cross-spawn from 7.0.3 to 7.0.6 in /website by dependabot in https://github.com/ag2ai/ag2/pull/123
* Package description udpate by qingyun-wu in https://github.com/ag2ai/ag2/pull/127
* Update MAINTAINERS.md - Add Tvrtko Sternak to maintainers by sternakt in https://github.com/ag2ai/ag2/pull/134
* [BLOG] Write Prompt Leakage Probing blogpost by sternakt in https://github.com/ag2ai/ag2/pull/109
* Bump micromatch from 4.0.5 to 4.0.8 in /website by dependabot in https://github.com/ag2ai/ag2/pull/129
* Bump webpack from 5.89.0 to 5.96.1 in /website by dependabot in https://github.com/ag2ai/ag2/pull/128
* Patch/chromadb by lazToum in https://github.com/ag2ai/ag2/pull/131
* Modified swarm_translation to check if agent is str, if so, get agent… by bassilkhilo in https://github.com/ag2ai/ag2/pull/138
* Patch/logging by lazToum in https://github.com/ag2ai/ag2/pull/132
* Add structured output by davorrunje in https://github.com/ag2ai/ag2/pull/112
* Add conversion from ParsedChatCompletion to ChatCompletion by sternakt in https://github.com/ag2ai/ag2/pull/140
* Add context variables to ConversableAgent by marklysze in https://github.com/ag2ai/ag2/pull/137
* Fix minor grammatical issue in documentation. by kartikx in https://github.com/ag2ai/ag2/pull/147
* Swarm: Support for nested chat as a hand off by marklysze in https://github.com/ag2ai/ag2/pull/107
* Update github/microsoft/autogen links by kartikx in https://github.com/ag2ai/ag2/pull/149
* chore(pricing): update Anthropic model pricing constants by jtanningbed in https://github.com/ag2ai/ag2/pull/142
* Update MAINTAINERS.md by evandavid1 in https://github.com/ag2ai/ag2/pull/120
* ReasoningAgent by Hk669 in https://github.com/ag2ai/ag2/pull/115

New Contributors
* dependabot made their first contribution in https://github.com/ag2ai/ag2/pull/124
* sternakt made their first contribution in https://github.com/ag2ai/ag2/pull/134
* bassilkhilo made their first contribution in https://github.com/ag2ai/ag2/pull/138
* kartikx made their first contribution in https://github.com/ag2ai/ag2/pull/147
* jtanningbed made their first contribution in https://github.com/ag2ai/ag2/pull/142
* evandavid1 made their first contribution in https://github.com/ag2ai/ag2/pull/120
* Hk669 made their first contribution in https://github.com/ag2ai/ag2/pull/115

**Full Changelog**: https://github.com/ag2ai/ag2/compare/v0.4.2b1...v0.4.2b2
**Full Changelog**: https://github.com/ag2ai/ag2/compare/v0.4.2b2...v0.5.0b1
**Full Changelog**: https://github.com/ag2ai/ag2/compare/v0.5.0b1...v0.5.0b2

What's Changed
* Implement custom formatting in response_format by sternakt in https://github.com/ag2ai/ag2/pull/145
* GraphRAG demo with SwarmAgents by AgentGenie in https://github.com/ag2ai/ag2/pull/141
* Package test and version bump by qingyun-wu in https://github.com/ag2ai/ag2/pull/154
* Bump express from 4.19.2 to 4.21.1 in /website by dependabot in https://github.com/ag2ai/ag2/pull/124
* Bump http-proxy-middleware from 2.0.6 to 2.0.7 in /website by dependabot in https://github.com/ag2ai/ag2/pull/122
* Bump cross-spawn from 7.0.3 to 7.0.6 in /website by dependabot in https://github.com/ag2ai/ag2/pull/123
* Package description udpate by qingyun-wu in https://github.com/ag2ai/ag2/pull/127
* Update MAINTAINERS.md - Add Tvrtko Sternak to maintainers by sternakt in https://github.com/ag2ai/ag2/pull/134
* [BLOG] Write Prompt Leakage Probing blogpost by sternakt in https://github.com/ag2ai/ag2/pull/109
* Bump micromatch from 4.0.5 to 4.0.8 in /website by dependabot in https://github.com/ag2ai/ag2/pull/129
* Bump webpack from 5.89.0 to 5.96.1 in /website by dependabot in https://github.com/ag2ai/ag2/pull/128
* Patch/chromadb by lazToum in https://github.com/ag2ai/ag2/pull/131
* Modified swarm_translation to check if agent is str, if so, get agent… by bassilkhilo in https://github.com/ag2ai/ag2/pull/138
* Patch/logging by lazToum in https://github.com/ag2ai/ag2/pull/132
* Add structured output by davorrunje in https://github.com/ag2ai/ag2/pull/112
* Add conversion from ParsedChatCompletion to ChatCompletion by sternakt in https://github.com/ag2ai/ag2/pull/140
* Add context variables to ConversableAgent by marklysze in https://github.com/ag2ai/ag2/pull/137
* Fix minor grammatical issue in documentation. by kartikx in https://github.com/ag2ai/ag2/pull/147
* Swarm: Support for nested chat as a hand off by marklysze in https://github.com/ag2ai/ag2/pull/107
* Update github/microsoft/autogen links by kartikx in https://github.com/ag2ai/ag2/pull/149
* chore(pricing): update Anthropic model pricing constants by jtanningbed in https://github.com/ag2ai/ag2/pull/142
* Update MAINTAINERS.md by evandavid1 in https://github.com/ag2ai/ag2/pull/120
* ReasoningAgent by Hk669 in https://github.com/ag2ai/ag2/pull/115

New Contributors
* dependabot made their first contribution in https://github.com/ag2ai/ag2/pull/124
* sternakt made their first contribution in https://github.com/ag2ai/ag2/pull/134
* bassilkhilo made their first contribution in https://github.com/ag2ai/ag2/pull/138
* kartikx made their first contribution in https://github.com/ag2ai/ag2/pull/147
* jtanningbed made their first contribution in https://github.com/ag2ai/ag2/pull/142
* evandavid1 made their first contribution in https://github.com/ag2ai/ag2/pull/120
* Hk669 made their first contribution in https://github.com/ag2ai/ag2/pull/115

**Full Changelog**: https://github.com/ag2ai/ag2/compare/v0.4.2b1...v0.4.2b2
**Full Changelog**: https://github.com/ag2ai/ag2/compare/v0.4.2b2...v0.5.0b1

What's Changed
* Bump express from 4.19.2 to 4.21.1 in /website by dependabot in https://github.com/ag2ai/ag2/pull/124
* Bump http-proxy-middleware from 2.0.6 to 2.0.7 in /website by dependabot in https://github.com/ag2ai/ag2/pull/122
* Bump cross-spawn from 7.0.3 to 7.0.6 in /website by dependabot in https://github.com/ag2ai/ag2/pull/123
* Package description udpate by qingyun-wu in https://github.com/ag2ai/ag2/pull/127
* Update MAINTAINERS.md - Add Tvrtko Sternak to maintainers by sternakt in https://github.com/ag2ai/ag2/pull/134
* [BLOG] Write Prompt Leakage Probing blogpost by sternakt in https://github.com/ag2ai/ag2/pull/109
* Bump micromatch from 4.0.5 to 4.0.8 in /website by dependabot in https://github.com/ag2ai/ag2/pull/129
* Bump webpack from 5.89.0 to 5.96.1 in /website by dependabot in https://github.com/ag2ai/ag2/pull/128
* Patch/chromadb by lazToum in https://github.com/ag2ai/ag2/pull/131
* Modified swarm_translation to check if agent is str, if so, get agent… by bassilkhilo in https://github.com/ag2ai/ag2/pull/138
* Patch/logging by lazToum in https://github.com/ag2ai/ag2/pull/132
* Add structured output by davorrunje in https://github.com/ag2ai/ag2/pull/112
* Add conversion from ParsedChatCompletion to ChatCompletion by sternakt in https://github.com/ag2ai/ag2/pull/140
* Add context variables to ConversableAgent by marklysze in https://github.com/ag2ai/ag2/pull/137
* Fix minor grammatical issue in documentation. by kartikx in https://github.com/ag2ai/ag2/pull/147
* Swarm: Support for nested chat as a hand off by marklysze in https://github.com/ag2ai/ag2/pull/107
* Update github/microsoft/autogen links by kartikx in https://github.com/ag2ai/ag2/pull/149
* chore(pricing): update Anthropic model pricing constants by jtanningbed in https://github.com/ag2ai/ag2/pull/142
* Update MAINTAINERS.md by evandavid1 in https://github.com/ag2ai/ag2/pull/120
* ReasoningAgent by Hk669 in https://github.com/ag2ai/ag2/pull/115

New Contributors
* dependabot made their first contribution in https://github.com/ag2ai/ag2/pull/124
* sternakt made their first contribution in https://github.com/ag2ai/ag2/pull/134
* bassilkhilo made their first contribution in https://github.com/ag2ai/ag2/pull/138
* kartikx made their first contribution in https://github.com/ag2ai/ag2/pull/147
* jtanningbed made their first contribution in https://github.com/ag2ai/ag2/pull/142
* evandavid1 made their first contribution in https://github.com/ag2ai/ag2/pull/120
* Hk669 made their first contribution in https://github.com/ag2ai/ag2/pull/115

**Full Changelog**: https://github.com/ag2ai/ag2/compare/v0.4.2b1...v0.4.2b2

What's Changed
* FalkorDB GraphRAG documentation updates by marklysze in https://github.com/ag2ai/ag2/pull/113
* Update test to avoid Azure content filter by marklysze in https://github.com/ag2ai/ag2/pull/121
* Update talks & try to fix gallery by skzhang1 in https://github.com/ag2ai/ag2/pull/119
* Docs: Add OpenLIT to Agent Observability doc along with notebook by patcher9 in https://github.com/ag2ai/ag2/pull/97
* Package by qingyun-wu in https://github.com/ag2ai/ag2/pull/125
* bump version by qingyun-wu in https://github.com/ag2ai/ag2/pull/126

New Contributors
* patcher9 made their first contribution in https://github.com/ag2ai/ag2/pull/97

**Full Changelog**: https://github.com/ag2ai/ag2/compare/v0.4.1...v0.4.2b1

Highlights

- 🚀 [SwarmAgent](https://ag2ai.github.io/ag2/blog/2024/11/17/Swarm) Enhancements: more tests and bug fixes. [Watch demo](https://www.youtube.com/watch?v=YQdTsD4dPeg).
- 🚀 [CaptainAgent](https://ag2ai.github.io/ag2/blog/2024/11/15/CaptainAgent) Enhancements: enhanced installation guidance. [Watch demo](https://www.youtube.com/watch?v=laGZmQUolBY).
- ❤️ Welcoming new maintainers: Eric Moore ([SomeComputerGuy](https://www.youtube.com/happycomputerguy) emooreatx), Haiyang (ohdearquant) and Rudy (rudyalways), and new contributors rudyalways, hardchor, ohdearquant, davorrunje, emooreatx, AgentGenie, szwang-seedtech, lazToum

What's Changed
* update talks by skzhang1 in https://github.com/ag2ai/ag2/pull/74
* Update docs and notebook by LeoLjl in https://github.com/ag2ai/ag2/pull/79
* fix broken link by qingyun-wu in https://github.com/ag2ai/ag2/pull/80
* add Rudy(myself, github: rudyalways) to maintainer by rudyalways in https://github.com/ag2ai/ag2/pull/78
* Add support for gpt-4o model version 2024-11-20 by hardchor in https://github.com/ag2ai/ag2/pull/81
* Add logo by qingyun-wu in https://github.com/ag2ai/ag2/pull/87
* Update AG2 logo to be a Git LFS pointer by marklysze in https://github.com/ag2ai/ag2/pull/88
* License checks and updates by marklysze in https://github.com/ag2ai/ag2/pull/90
* Web fix by skzhang1 in https://github.com/ag2ai/ag2/pull/92
* Add link to roadmap issues by davorrunje in https://github.com/ag2ai/ag2/pull/94
* added HaiyangLi to maintainer by ohdearquant in https://github.com/ag2ai/ag2/pull/98
* Swarm tests and bug fixes by marklysze in https://github.com/ag2ai/ag2/pull/83
* Restrict license checks to staged/committed files only by marklysze in https://github.com/ag2ai/ag2/pull/106
* Add further installation guidance and files for CaptainAgent by marklysze in https://github.com/ag2ai/ag2/pull/76
* Readme enhancements by qingyun-wu in https://github.com/ag2ai/ag2/pull/110
* Swarm: Fix to remove context_variables in messages by marklysze in https://github.com/ag2ai/ag2/pull/102
* Update MAINTAINERS.md to add Eric Moore (SomeComputerGuy) by emooreatx in https://github.com/ag2ai/ag2/pull/100
* [GraphRAG] FalkorDB graph rag integration by AgentGenie in https://github.com/ag2ai/ag2/pull/111
* [GraphRAG] FalkorDB graph rag integration by AgentGenie in https://github.com/ag2ai/ag2/pull/93
* limit coding to python and shell in autobuild by szwang-seedtech in https://github.com/ag2ai/ag2/pull/50
* bump version by qingyun-wu in https://github.com/ag2ai/ag2/pull/116
* update retrieve_user_proxy_agent.py by lazToum in https://github.com/ag2ai/ag2/pull/118

New Contributors
* rudyalways made their first contribution in https://github.com/ag2ai/ag2/pull/78
* hardchor made their first contribution in https://github.com/ag2ai/ag2/pull/81
* davorrunje made their first contribution in https://github.com/ag2ai/ag2/pull/94
* ohdearquant made their first contribution in https://github.com/ag2ai/ag2/pull/98
* emooreatx made their first contribution in https://github.com/ag2ai/ag2/pull/100
* AgentGenie made their first contribution in https://github.com/ag2ai/ag2/pull/111
* szwang-seedtech made their first contribution in https://github.com/ag2ai/ag2/pull/50
* lazToum made their first contribution in https://github.com/ag2ai/ag2/pull/118

**Full Changelog**: https://github.com/ag2ai/ag2/compare/v0.4...v0.4.1