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00:00 - Welcome
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Classroom Contents
Build 100% Local AI Agent to Chat with Your Files - Private AI Knowledge Base with MCP and RAG
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- 1 00:00 - Welcome
- 2 00:55 - AI Engineer Bootcamp on MLExpert.io
- 3 01:39 - Project setup dependencies, LLM setup and config
- 4 06:03 - MCP server and tools
- 5 12:46 - Run MCP server and MCP inspector
- 6 14:26 - AI agent with LangGraph and MCP tools
- 7 23:22 - Streamlit app setup
- 8 24:40 - PDF to Markdown conversation with Docling
- 9 27:23 - UI layout overview and file upload
- 10 33:14 - Rendering text from the agent
- 11 36:15 - App demo upload file, tool calling, chat with the files
- 12 41:21 - Conclusion
