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00:00 - Why is memory a big limitation in LLMs?
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Classroom Contents
Why Your LLMs Keep Forgetting Everything - Context Window Explained
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- 1 00:00 - Why is memory a big limitation in LLMs?
- 2 00:26 - Context windows: what they are and why they matter.
- 3 01:16 - How to Choose the right model for your task?
- 4 02:00 - Context engineering and the apple farm example
- 5 03:11 - How RAG works with vector databases
- 6 03:57 - One Drawback in RAG
- 7 04:30 - Lab introduction and setup
- 8 05:08 - Lab Demo - Environment setup walkthrough
- 9 05:32 - Lab Demo - Context Window The Pi Digit Problem
- 10 06:14 - Lab Demo - Context Engineering
- 11 07:22 - Lab Demo - Memory Management
- 12 08:19 - Lab Demo - Simple RAG System
- 13 09:52 - Key takeaways and best practices
