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14:04 - Creating database interaction tools list, describe, sample, execute SQL
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Classroom Contents
Build a Local SQL AI Agent to Query Databases with Natural Language - LangChain & Ollama
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- 1 00:00 - Welcome
- 2 01:00 - Full-text tutorial and source code on MLExpert.io
- 3 01:27 - AI agent and app architecture
- 4 03:04 - Database overview
- 5 04:17 - Project structure, config and dependencies
- 6 06:07 - Load LLM with Ollama
- 7 09:02 - Agent loop and prompt
- 8 14:04 - Creating database interaction tools list, describe, sample, execute SQL
- 9 21:22 - Streamlit user interface
- 10 24:40 - Live demo: querying the database with natural language
- 11 27:40 - Conclusion
