AG2

🚀 AG2 v0.9.7 is here! 🆕 What's new in v0.9.7: 🔎 AG2 welcomes xAI's Grok and its live search! ⚙️ Static and dynamic tool registration for two-agent chats 🧠 Support for the seed parameter on LLMConfig with Gemini models 🛠️ Security and bug fixes This release brings real-time search capabilities with Grok integration, easier tool registration, and enhanced reproducibility with Gemini models. 🙌 Thanks to our incredible community of contributors for pushing the boundaries of what's possible with AG2! Try it out and explore all the features here 👇 https://lnkd.in/gXyTSghm #AG2 #AI #OpenSource #MultiAgentSystems #AIAgents #MachineLearning

🚀 MCP Unlocked — Turn Any API Into an Agent-Ready Interface We’re excited to launch AG2 MCP Engine: https://lnkd.in/eTREhkXS  – the easiest way to build the backend for your AI agents. With MCP Engine, you can: With MCP Engine, you can: ✨ Build: Instantly convert any API into an MCP server Drop in an OpenAPI spec and get a production-grade Python MCP server repo in seconds. You have full control of the code — with the flexibility to self-host, run locally, or deploy remotely. 🌐 Deploy: One-click hosting on AG2 Want to skip the infra setup? Just click deploy — your MCP server is hosted, secured, and ready for real-time agent execution. ⚡️  Scale: 1,400+ MCP servers generated — and counting With virtually unlimited capacity, AG2 makes it effortless to bring any API into the agent ecosystem. If you’re building an API-first SaaS product, now’s the time to plug into the agentic future. 💡 Every API should be agent-accessible. This is how we get there: mcp.ag2.ai 👉 Drop a comment or show some love on Product Hunt!

🚀 AG2 v0.9.6 is live! 🆕 What’s new in v0.9.6: 🛣️ Configurable routing method in LLMConfig & OpenAIWrapper 🐳 Better Docker container support via DockerCommandLineCodeExecutor 🐍 Versatile Python code execution tool: System, Venv, and Docker modes! 🤖 Claude Code CLI now included in devcontainer setup This release focuses on improved configurability, enhanced development tooling, and greater reliability across Python execution and Docker integration. 🙌 Big thanks to all the amazing contributors for making AG2 even better! Try it out and check out all the details here 👇 https://lnkd.in/gXyTSghm

🚀 AG2 v0.9.5 is live! Perfect timing for Independence Day! This release brings powerful multimodal capabilities and enhanced MCP tooling to accelerate your agentic AI development. 🌟 Highlights 🖼️ Image Generation & Understanding - AG2 now integrates with OpenAI's Responses API for seamless image generation and visual understanding. Create stunning visuals and build agents that truly see and understand the world around them. 📘 Getting Started Guide: https://lnkd.in/gVUHxCdA 📘 Image Generation Notebook: https://lnkd.in/gw-q-ibc 🌊 Enhanced MCP notebooks covering Streamable-HTTP transport, comprehensive authentication methods (API Key, HTTP, OAuth), and seamless AG2 integration. Security-focused documentation ensures your implementations stay robust. 📘 MCP Documentation: https://lnkd.in/gC4YhVwZ 🎆 Special Edition: We created a festive 4th of July image using our new capabilities! https://lnkd.in/gmbHDEwV 🙌 Huge thanks to our amazing community! Your contributions are driving the future of multimodal agentic AI 💙 hashtag #AG2 #MultimodalAI #ImageGeneration #MCP #AgenticAI

🚀 AG2 v0.9.4 is live! This release introduces significant upgrades across the board, particularly in Guardrails, MCP transports, and developer tooling. 🌟 Highlights 🛡️ Guardrails for GroupChat You can now define execution constraints and validate outputs across multi-agent workflows. This is a huge leap forward for building safe, controllable agent orchestration. 📘 Guardrails Docs: https://lnkd.in/e98jsdWZ 🌊 Streamable-http Transports for MCP  AG2 now supports streamable-http, a real-time, incremental streaming transport protocol for MCP servers. ➡️ Going forward, this replaces HTTP+SSE as recommended by Anthropic. 📘 AG2 MCP Guide: https://lnkd.in/eBQE7XYV ✨ What Else Is New 👥 GroupChat: Support for multiple After Works with context-aware triggers and agent availability logic 📝 New Blog: Advanced ReAct loops by Nipun Suwandaratna: https://lnkd.in/gPfyjtsa 📚 DocAgent: Better follow-up Q&A performance 🧠 LLM Backends: Updated support for OpenAI, Google GenAI, and the latest MCP library versions 🛠️ Docs & Fixes: Bug fixes, tool enhancements, and documentation clean-up 🙌 Huge thanks to everyone who made this release possible! You’re leading the wave into the future of agentic AI 💙 #AG2 #MCP #Guardrails

🎉 Double release drop! AG2 v0.9.2 & v0.9.3 are now live! 🎉 🔒 ReliableTool - Your tools, now bulletproof! Ensure they always do exactly what you need, sample code: https://lnkd.in/g4KFeGvM ⚙️ MCP Examples - New integrations with arXiv (https://lnkd.in/gCgqrUv9), file systems (https://lnkd.in/ggYnuHfR), and Wikipedia (https://lnkd.in/g9xrgvXY) 👥 Enhanced Group Chat - Multiple After Works with context-based conditions 📝 Advanced ReAct Loops - New blog post by Nipun Suwandaratna on building sophisticated agent workflows: https://lnkd.in/gPfyjtsa 🤖 DocAgent Improvements - Better follow-up question handling 🧠 Updated OpenAI, Google GenAI, and MCP package versions ❤️ Huge thanks to our amazing contributors who made these releases possible! 💬 Join the conversation on Discord: discord.gg/YDNeV8runB 📋 Full release notes: https://lnkd.in/gXyTSghm #AG2 #OpenSource #ReliableTool #GroupChat #AgentAI #ReAct #MCP #Swarm

Introducing AG2's Integration with CopilotKit🪁's AG-UI We’re excited to announce that CopilotKit ow integrates with AG2, bringing together AG2’s multi-agent orchestration capabilities with CopilotKit’s React UI components. This integration creates a more seamless development experience for building AI-powered applications. TL;DR ⚡ Instant Multi-Agent UI with CopilotKit: Connect AG2's powerful multi-agent systems to polished React UIs without building custom components. 🔌 Standardized Communication: Uses the AG UI protocol to create a consistent bridge between frontend and backend, eliminating custom API development. 🪁 Rapid Development: Build production-ready AG2 powered AI applications in hours through pre-built and custom UI components using CopilotKit. 🚀 Ready to Go: Starter repo containing sample code for a travel planning assistant to get you started immediately. Read more: https://lnkd.in/eUJf3QqP

📣 Inviting the AG2 community! 📣 🛠️ Help us prioritize what comes next on the platform by filling out a short survey — it takes 30 seconds and directly shapes future development! 👉 Fill out the survey here: https://lnkd.in/dQjyWEPf ❤️ Thanks for being part of the build! #AG2 #opensource #AIagents #community #feedback

🧑💻 Revolutionizing Web Automation with AG2! 🧑💻 Web automation is no longer about single-task scripts. It’s about orchestrating intelligent agents to collaborate on complex workflows. 🤝 AgentWeb.Pro integrated AG2 to power a new class of automation: one where agents handle data collection, analysis, and verification — together. The result is Deep Research Mode: comprehensive, citation-supported reports generated automatically from diverse web sources. 📓 This upgrade reduces manual effort, cuts costs, and improves accuracy. And it’s just the beginning. More agent specialization, better model integration, and multi-agent templates are already on the roadmap. 🗺️ Big thanks to Rui Wang, Ph.D., CTO of AgentWeb, for driving this work forward! 🫶 👉 Read the full story: https://lnkd.in/gZ_tyr3y #AG2 #automation #AIagents #webresearch #opensource #LLMs

Industry leaders and analysts agree: 2025 is being hailed as the year of the AI agent. IBM reports that 99% of developers working on enterprise AI applications are now exploring or building AI agents, reflecting a widespread belief that these systems will fundamentally transform how work gets done. https://lnkd.in/eD_N-G4n For the effective implementation of agentic AI, a robust AI agent platform is not just beneficial, it's essential. We are honored to welcome Qingyun Wu, founder and CEO of AG2AI. AG2 (originated from Qingyun's work on AutoGen) is a leading open-source framework that embodies this necessity, as one of our keynote speakers at this year's CIE-SF Annual Conference. | June 7, 2025 | Sunnyvale AG2 is a leading open-source platform designed to build, orchestrate, and manage multiple AI agents working together to solve complex tasks. Dr. Wu will share the latest advancements in AI agent development and the long-term vision behind AG2. Talk Title: Orchestrating Intelligence: Building Effective AI Agents with AG2 Abstract: This talk explores how AG2's open-source framework enables developers to build and orchestrate sophisticated multi-agent systems that tackle complex problems through collaboration. Dr. Wu will present the architectural principles behind AG2, sharing practical strategies for designing purpose-built agents, optimizing their performance, and implementing successful multi-agent patterns. Through real-world case studies, attendees will discover how organizations leverage AG2 to solve previously intractable challenges. Drawing from insights gathered across a community of 20,000+ developers, this session offers actionable knowledge for engineering leaders and AI practitioners looking to advance their agent-based initiatives and deliver tangible business value. Event Website: https://lnkd.in/gbbX4H_q #AI #Agent #AutoGen #AG2 #Qingyun