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Build 100% Local Chatbot with Gemma 3, Ollama and LangChain - AI Assistant with Memory and Tool Use

Build 100% Local Chatbot with Gemma 3, Ollama and LangChain - AI Assistant with Memory and Tool Use

Venelin Valkov via YouTube Direct link

01:57 - Full-text tutorial and source code on MLExpert.io

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01:57 - Full-text tutorial and source code on MLExpert.io

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Build 100% Local Chatbot with Gemma 3, Ollama and LangChain - AI Assistant with Memory and Tool Use

Automatically move to the next video in the Classroom when playback concludes
  1. 1 00:00 - Welcome
  2. 2 00:53 - App architecture
  3. 3 01:57 - Full-text tutorial and source code on MLExpert.io
  4. 4 02:27 - Gemma 3 on Ollama
  5. 5 03:14 - Project overview, config and dependencies
  6. 6 05:55 - Model LLM and embeddings initialization
  7. 7 06:24 - Database SQLite connection with sqlite-vec
  8. 8 07:42 - Chatbot workflow
  9. 9 20:38 - Memory management
  10. 10 25:38 - Custom tool and tool calling
  11. 11 28:42 - UI with Streamlit
  12. 12 33:30 - App demo
  13. 13 35:44 - Conclusion

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