AG2

?? Introducing AG2: The Open-Source AgentOS Built on the foundations of AutoGen, AG2 takes multi-agent AI systems to the next level. We're reimagining how AI agents collaborate, communicate, and solve complex problems. How does it work? ?? At its core, AG2 structures conversations between AI agents like an operating system manages processes. Each agent has: - A role (like "planner" or "coder") - A built-in working memory - Clear communication protocols - Defined capability and responsibilities Here's a simple example: 1. You give a task to a group of agents 2. The planner agent breaks it down 3. Specialized agents tackle sub-tasks 4. Agents coordinate through structured messages 5. The group converges on a solution Like Unix pipes connecting processes, AG2 creates reliable communication channels between agents. But instead of bytes, they exchange reasoning, code, and insights. Want to see it in action?? ?? Star AG2 on GitHub: https://lnkd.in/g_nCWXii?????? #OpenSource #AgentOS #AG2

If you are in Bengaluru next Saturday, visit the first AG2 meetup organized by a local AG2 community! This is one of many to come, but it is special, and I have the honour of giving an opening talk. Whether you wish to use AG2 to build your agentic solution or you wish to contribute to AG2 yourself, come and mingle with us and your peers. Of course, there will be snacks and drinks! cc Chi Wang Qingyun Wu

?? AG2 v0.8: Supercharged Agents in a Lighter Package We're excited to announce our latest AG2 release with significant improvements across our agentic platform! ? What's New in 0.8 ?? DocAgent Enhancements - Reliability improvements with better URL handling - New in-memory Query Engine - Video: https://lnkd.in/e9UuKfMu ???ReasoningAgent Upgrade - New internal prompt rewriter for better performance! ???Faster swarms - Added context variable-based handoffs for fast, controllable, LLM-free transitions ?? Documentation - Enhanced Reference Agents, Reference Tools, How to build Agents/Tools ? Key Features Since v0.7 ???Reference Agents - Welcomed our Reference Agents: DocAgent, DeepResearchAgent, DiscordAgent, SlackAgent, TelegramAgent, and WebSurferAgent - RealtimeAgent refactored to support both OpenAI and Google Gemini - Improvements to ReasoningAgent and CaptainAgent - Documentation: https://lnkd.in/g6zjGr_T ???LLM Model Providers - Streamlined approach with optional model providers - Structured Output support for OpenAI, Google Gemini, Anthropic, and Ollama - Support for DeepSeek and OpenAI's o1 models ???Enhanced Swarm Capabilities - More robust workflows through targeted handoffs - Introduced a Swarm Manager for organic LLM-based transitions ???Platform Improvements ?? Significantly lighter default installation package ?? Better data security with Dependency Injection ?? Streaming of workflow messages with Structured Messages ?? Complete documentation overhaul ???Thanks to all our amazing contributors who helped make AG2 v0.8 possible! Check the full release notes: https://lnkd.in/gMijpqx3

?? Build with AG2: Open-Source AgentOS – A Hands-On Session with Dr. Chi Wang at #ODSCEast! As the Founder of AG2 (formerly AutoGen) and Senior Staff Research Scientist at Google DeepMind, Dr. Chi Wang is leading the charge in Agentic AI and AutoML. He has 15+ years of research experience at Google DeepMind, Microsoft Research, and Meta, and is the creator of FLAML, a fast AutoML library. A recipient of multiple awards, including Best Paper at ICLR’24, he also runs the AG2 community with 20K+ members. In his interactive session, “Build with AG2: Open-Source AgentOS,” you’ll explore: ??How AI agents work in real-world applications with hands-on demonstrations. ??Building multi-agent systems integrating models from OpenAI, Anthropic, Gemini, and open-weight providers. ??Practical strategies for contributing to the AI agent ecosystem. ??Techniques to reach production-readiness 10x faster. Who Should Attend? ?? Professionals in finance, healthcare, science, and engineering requiring AI-driven research. ?? Teams in e-commerce, education, and social media seeking smarter AI customer support. ?? Engineers in gaming, web development, and data engineering using AI to accelerate workflows. This session is a must for developers, researchers, and AI practitioners looking to build scalable, efficient multi-agent AI systems! ?? ?? Register now: https://hubs.li/Q038cxJX0 #AI #AIAgents #MultiAgentSystems #AutoML #MachineLearning #LLMs #AIEngineering #OpenSource #DeepLearning #ODSCEast #TechConference

Explore the Cutting-Edge of AI with Industry Trailblazers at ODSC East 2025! ?? From graph analytics to AutoML and NLP, these visionaries are redefining how we leverage AI and data science. Meet the experts who will guide you through the latest breakthroughs at ODSC East: ?? Amy Hodler Founder | Consultant | Graph Evangelist, GraphGeeks Amy is a leader in graph analytics and responsible AI, with decades of experience at Microsoft, HP, Neo4j, and more. She co-authored Graph Algorithms and Knowledge Graphs (O’Reilly) and contributes to Massive Graph Analytics and AI on Trial. Through GraphGeeks.org, she champions graph technology for better-connected insights. ?? David Hughes Principal Data & AI Solution Architect, Enterprise Knowledge, LLC David specializes in designing graph solutions to extract meaningful insights. With a background in clinical practice, medical research, and cloud architecture, his expertise spans healthcare, biotech, and AI-driven decision-making in intensive care, oncology, cardiology, and more. ?? Benjamin Batorsky Lead Data Scientist, GoGuardian A specialist in NLP and text-based ML pipelines for student safety, Ben has led Data Science teams in academia (MIT, Northeastern) and industry (ThriveHive). With a PhD in Policy Analysis and an MPH from Johns Hopkins, he’s passionate about AI for social good, co-organizing PyData Boston and advancing ethical AI applications. ?? Bill Inmon CEO, DataVox.ai Known as the Father of the Data Warehouse, Bill is one of the ten most influential figures in computing history (Computerworld). He’s authored 72 books, sold over 1.5 million copies worldwide, and pioneered textual disambiguation, shaping how organizations manage and analyze data. ?? Chi Wang, PhD Founder, AG2 | Senior Staff Research Scientist, Google DeepMind Chi founded AG2 (formerly AutoGen), an open-source AgentOS for agentic AI, and developed FLAML, a leading AutoML library. With experience at Google DeepMind, Microsoft Research, and Meta, he has earned multiple awards, including Best Paper at ICLR’24 LLM Agents Workshop and the SIGKDD PhD Dissertation Award. ?? Whether you're exploring generative AI, LLMs, or machine learning, these experts will provide you with the knowledge you need to build AI as best as possible. ?? Register now: https://hubs.li/Q038cxJX0 #AI #DataScience #MachineLearning #GenerativeAI #LLMs #AICommunity

?? AG2 v0.7.5 Release - Introducing AG2 DocAgent: RAG built right into an agent We're excited to announce our latest update with powerful new features to enhance your agent-building experience! ? What's New ?? DocumentAgent - A Complete RAG Solution Built Into An Agent! * Seamlessly ingest multiple document types: ?* PDFs ?* Images with OCR capabilities ?* Web pages ?* And much more! * Query your documents using natural language See it in action: https://lnkd.in/e9UuKfMu ?? New Vector Database Support * Added support for Couchbase Vector database ?? Enhanced AI model integrations * Updated OpenAI package support * Improved Google GenAI package compatibility * Better performance with the latest AI models ?? Documentation & Stability * Comprehensive documentation improvements --- ?? Thanks to all our amazing contributors! Check details in our release note: https://lnkd.in/e_VVU9rA

AG2 is committed to drive innovation on AI Agents in a community-driven manner. ?? We need your inputs now. Starting with a Request for Comment (RFC) for a high-level API that would enable easy integration with other web or console frameworks: https://lnkd.in/e5j5Bpte Your feedback (please directly comment in the Pull Request) by the end of this week on this RFC will directly shape our implementation decisions. Expect a series of RFCs in the following weeks. Let's ?? innovate and ?? build together.?

?? v0.7.4 Deep Dive: Communication Agents ?? Say hello to the AG2 communication agent suite - DiscordAgent, SlackAgent, and TelegramAgent. Your AG2 agents can now chat across Discord, Slack, and Telegram! Build apps that seamlessly send and receive messages on these platforms. ?? See it in action: https://lnkd.in/eE-wTkEs ?? Learn more in the blog post: https://lnkd.in/eSVM2yDT ?? Try it yourself: https://lnkd.in/efcC34Vv ? Star us on GitHub: https://lnkd.in/g_nCWXii ?? Join our community of +20k agent builders on Discord: https://lnkd.in/edBm3g8h

?? AG2 v0.7.4 Release | AG2's Agent Powerhouse Just Got Bigger! Introducing our newest powerhouse agents: ?? DeepResearcher Agent: Find the most sophisticated open-source research agent yet, designed to revolutionize how you process and analyze information. Perfect for academic research, market analysis, and deep data exploration. Read more and see it in action: https://lnkd.in/eeywp9bx ?? New Communication Agents Suite: - DiscordAgent: Bring AI power directly to your Discord communities https://lnkd.in/eTVp35p2 - TelegramAgent: Seamless AI integration for Telegram channels https://lnkd.in/edG9gyz4 - SlackAgent: Transform your Slack workspace with intelligent automation https://lnkd.in/ezTAwEVT ?? Enhanced WebSurferAgent: - Now supports alternative LLMs for flexible deployment - New structured output support for precise data extraction See it in action: https://lnkd.in/eKv4SmhS ?? Upgraded RealTime Agent: - Fresh JavaScript library for rapid development - Improved real-time response capabilities Plus, we've revamped our documentation ?? and squashed numerous bugs ??? to ensure you get the most out of these new agents. Ready to expand your AI capabilities? Try our new agents today! ? #AG2 #AutoGen #AI #Agents #Innovation #DeveloperTools #ArtificialIntelligence

?? Building AI agents? Join the thriving AG2 community! Discover a handpicked collection of amazing agentic applications built by fellow developers. Get inspired, learn, and contribute: https://lnkd.in/ebMkrrhC #AIAgents #AG2 #AutoGen