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Build 100% Local AI Agent to Chat with Your Files - Private AI Knowledge Base with MCP and RAG

Build 100% Local AI Agent to Chat with Your Files - Private AI Knowledge Base with MCP and RAG

Venelin Valkov via YouTube Direct link

01:39 - Project setup dependencies, LLM setup and config

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01:39 - Project setup dependencies, LLM setup and config

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Build 100% Local AI Agent to Chat with Your Files - Private AI Knowledge Base with MCP and RAG

Automatically move to the next video in the Classroom when playback concludes
  1. 1 00:00 - Welcome
  2. 2 00:55 - AI Engineer Bootcamp on MLExpert.io
  3. 3 01:39 - Project setup dependencies, LLM setup and config
  4. 4 06:03 - MCP server and tools
  5. 5 12:46 - Run MCP server and MCP inspector
  6. 6 14:26 - AI agent with LangGraph and MCP tools
  7. 7 23:22 - Streamlit app setup
  8. 8 24:40 - PDF to Markdown conversation with Docling
  9. 9 27:23 - UI layout overview and file upload
  10. 10 33:14 - Rendering text from the agent
  11. 11 36:15 - App demo upload file, tool calling, chat with the files
  12. 12 41:21 - Conclusion

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