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ALL-SORT - LLM sorting for retrieval
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Classroom Contents
Improved Retrieval Augmented Generation with ALL-SORT - Advanced Techniques
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- 1 Improving on RAG
- 2 ALL-SORT - LLM sorting for retrieval
- 3 LLM assisted retrieval
- 4 Video Overview
- 5 Dataset Preparation
- 6 Question Preparation - DETAILED
- 7 Full context prompt preparation
- 8 Standard Vector Search Setup
- 9 Coding ALL-SORT
- 10 API endpoint setup
- 11 ALL-SORT Demo
- 12 Performance Evaluation - DETAILED
- 13 Performance SUMMARY
- 14 Cost comparison RAG vs Long Context vs ALL-SORT
- 15 Latency
- 16 Final Remarks