Completed
03:14 - Project overview, config and dependencies
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Classroom Contents
Build 100% Local Chatbot with Gemma 3, Ollama and LangChain - AI Assistant with Memory and Tool Use
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- 1 00:00 - Welcome
- 2 00:53 - App architecture
- 3 01:57 - Full-text tutorial and source code on MLExpert.io
- 4 02:27 - Gemma 3 on Ollama
- 5 03:14 - Project overview, config and dependencies
- 6 05:55 - Model LLM and embeddings initialization
- 7 06:24 - Database SQLite connection with sqlite-vec
- 8 07:42 - Chatbot workflow
- 9 20:38 - Memory management
- 10 25:38 - Custom tool and tool calling
- 11 28:42 - UI with Streamlit
- 12 33:30 - App demo
- 13 35:44 - Conclusion
