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PhiloAgents: Build AI Agent Simulations from Scratch

  • Overview: The PhiloAgents project is a comprehensive, open-source course designed to teach users how to build an AI agent simulation engine from scratch, integrating various advanced technologies.
  • Key Technologies: The course leverages Agentic RAG with LangGraph for intelligent information retrieval, MongoDB for memory systems, Groq for fast LLM inference, Opik (by Comet) for LLMOps, and a game UI connected to a FastAPI application via WebSockets.
  • Hands-on Learning: The course consists of videos, articles, and posts, providing a hands-on learning experience for building AI agent simulations.
  • Production-Ready Focus: The project emphasizes building production-ready AI content, a noted rarity, making it valuable for practical application.
  • Community Reception: Reactions indicate strong positive reception, with users praising the project's detail, comprehensiveness, and the fact that it is offered for free, contrasting with similar projects that often cost hundreds of dollars.
  • Potential Expansion: There is interest in seeing the project expanded with Google ADK and Vertex AI integration.
Source:

https://www.linkedin.com/posts/migueloteropedrido_production-ready-ai-content-is-rare-until-activity-7325937318316412929-aCyq

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