gobalkrishnan1995/scikit-learn

1# Open-Source AI Cookbook2 3## Table of Contents4 5- [About](#about)6- [RAG Techniques](#rag-techniques)7  - [RAG Zephyr & LangChain](#rag-zephyr)8  - [Advanced RAG](#advanced-rag)9  - [RAG Evaluation](#rag-evaluation)10- [Additional Techniques](#additional-techniques)11  - [Automatic Embedding](#automatic-embedding)12  - [FAISS for Efficient Search](#faiss)13  - [Single GPU Optimization](#single-gpu)14 15---16 17## About {#about}18 19This section provides an overview of the Open-Source AI Cookbook.20 21---22 23## RAG Techniques {#rag-techniques}24 25### RAG Zephyr & LangChain {#rag-zephyr}26 27- [RAG Zephyr & LangChain Notebook](notebooks/rag_zephyr_langchain.qmd)28 29### Advanced RAG {#advanced-rag}30 31- [Advanced RAG Notebook](notebooks/advanced_rag.qmd)32 33### RAG Evaluation {#rag-evaluation}34 35- [RAG Evaluation Notebook](notebooks/rag_evaluation.qmd)36 37---38 39## Additional Techniques {#additional-techniques}40 41### Automatic Embedding {#automatic-embedding}42 43- [Automatic Embedding Notebook](notebooks/automatic_embedding.ipynb)44 45### FAISS for Efficient Search {#faiss}46 47- [FAISS Notebook](notebooks/faiss.ipynb)48 49### Single GPU Optimization {#single-gpu}50 51- [Single GPU Optimization Notebook](notebooks/single_gpu.ipynb)52