Claude Code pro features in action to build Agentic RAG with MCP

My AI courses: https://edwarddonner.com/curriculum Chat with my Avatar and get my phone to make a bugle sound: https://edwarddonner.com/avatar This video uses Claude Code in ultracode mode, Agentic RAG, MCP and Skills to build out the Avatar project to create the most substantive Digital Twin I've built. The full set of videos on Agentic RAG: 1. Intro to Agentic RAG:    • Agentic RAG is powerful but it's simpler t...   2. Agentic RAG + MCP:    • Agentic RAG with MCP - building an Expert ...   3. Adding the FAQ:    • Taking Agentic RAG to the next level   4. The 3-way twin with Ultracode:    • Anthropic drops Claude Code with ultracode...   5. Adding MCP (this video):    • Claude Code pro features in action to buil...   The repo is here: https://github.com/ed-donner/avatar To get the version with the Markdown file before build: git checkout build To get the final version after build: git checkout v2 EXERCISE FOR YOU: We've built out this extensive Agentic RAG implementation, but there's actually no vector retrieval going on.. I experimented with adding in vector memory as we do in video 2 above, and the results became less reliable for me. But you should experiment with this, too! You could try the Qdrant MCP server from before, or use vectors in Supabase. __ Please chat with my Avatar and message me, particularly if you build your own!