- Choosing the Right Vector Index for Your Project
- Visual Embedding Vectors
- Powering Semantic Similarity Search in Computer Vision with State of the Art Embeddings
- Feder Visualization
- Algorithms
- Flat
- notebooks/1_similarity_search.ipynb
- IVF
- notebooks/2_ivf_similarity_search.ipynb
- ANNOY
- notebooks/3_annoy_similarity_search.ipynb
- HNSW
- notebooks/4_hnsw_similarity_search.ipynb
- SQ
- notebooks/5_scalar_quantization_similarity_search.ipynb
- PQ
- notebooks/6_product_quantization_similarity_search.ipynb
- Visualization of IVF and HNSW with Feder
- notebooks/7_feder_visualization_similarity_search.ipynb
- Flat