Improved Retrieval Augmented Generation with ALL-SORT - Advanced Techniques

Improved Retrieval Augmented Generation with ALL-SORT - Advanced Techniques

Trelis Research via YouTube Direct link

Coding ALL-SORT

9 of 16

9 of 16

Coding ALL-SORT

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Improved Retrieval Augmented Generation with ALL-SORT - Advanced Techniques

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

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