v0.5.0

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

New Contributors

• @patcher9 made their first contribution in #97
• @dependabot made their first contribution in #124
• @sternakt made their first contribution in #134
• @bassilkhilo made their first contribution in #138
• @kartikx made their first contribution in #147
• @jtanningbed made their first contribution in #142
• @evandavid1 made their first contribution in #120
• @Hk669 made their first contribution in #115
• @Eric-Shang made their first contribution in #139

Full Changelog: v0.4.1...v0.5.0