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Implementing a Semantical cache with FAISS in a RAG System #53

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merged 14 commits into from
Mar 11, 2024
Merged

Implementing a Semantical cache with FAISS in a RAG System #53

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1d773d8
Creado con Colaboratory
peremartra Mar 2, 2024
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Creado con Colaboratory
peremartra Mar 2, 2024
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peremartra Mar 2, 2024
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peremartra Mar 2, 2024
97b8054
Update _toctree.yml
peremartra Mar 2, 2024
b06d1bf
Update index.md
peremartra Mar 2, 2024
71af17e
Typos in the text, and modifications in instructions.
peremartra Mar 3, 2024
a998363
Remove the colab button
peremartra Mar 3, 2024
2083b9f
Typo in toctree.yml and index.md
peremartra Mar 3, 2024
7b18c9c
Semantic Cache Notebook working fine
peremartra Mar 3, 2024
0f924c7
Revised version, typos corrected and more explanations added.
peremartra Mar 5, 2024
52eeef8
Merge branch 'main' into semantical_cache
MKhalusova Mar 6, 2024
e630f71
Indentation correction
peremartra Mar 6, 2024
aedb6cc
Formatted numbers to .3 decimals and added explanation about why I'm …
peremartra Mar 6, 2024
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2 changes: 2 additions & 0 deletions notebooks/en/_toctree.yml
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Expand Up @@ -24,3 +24,5 @@
title: RAG Evaluation
- local: prompt_tuning_peft
title: Prompt tuning with PEFT
- local: semantic_cache_chroma_vector_database
title: Implementing semantic cache to improve a RAG system.
1 change: 1 addition & 0 deletions notebooks/en/index.md
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Expand Up @@ -7,6 +7,7 @@ applications and solving various machine learning tasks using open-source tools

Check out the recently added notebooks:

- [Implementing semantic cache to improve a RAG system](semantic_cache_chroma_vector_database)
- [Building A RAG Ebook "Librarian" Using LlamaIndex](rag_llamaindex_librarian)
- [Stable Diffusion Interpolation](stable_diffusion_interpolation)
- [Building A RAG System with Gemma, MongoDB and Open Source Models](rag_with_hugging_face_gemma_mongodb)
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