├── .gitignore ├── .pre-commit-config.yaml ├── README.md ├── art ├── 1.png ├── 2.png ├── 3.png ├── 4.png ├── 5.png └── ChatGPT.png ├── notebooks ├── Cosine_vs_Dot.ipynb ├── CrossEncoder.ipynb ├── Document_Chunks.ipynb ├── Embedding_Size.ipynb ├── HNSW_Hyperparam_Search.ipynb ├── LSH.ipynb ├── Mistral_7b_rag.ipynb ├── Product_Quantization.ipynb ├── Scalar_and_Binary_Quantization.ipynb └── Semantic_Search_Basics.ipynb ├── postgres_vector_length ├── main.py ├── postgres.py └── requirements.txt └── slides.pdf /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/shaankhosla/semanticsearch/HEAD/.gitignore -------------------------------------------------------------------------------- /.pre-commit-config.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/shaankhosla/semanticsearch/HEAD/.pre-commit-config.yaml 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