Some useful tips for faiss
☆629Sep 1, 2025Updated 6 months ago
Alternatives and similar repositories for faiss_tips
Users that are interested in faiss_tips are comparing it to the libraries listed below
Sorting:
- A lightweight benchmark for approximate nearest neighbor search☆103May 23, 2023Updated 2 years ago
- Automatically create Faiss knn indices with the most optimal similarity search parameters.☆897Nov 4, 2025Updated 4 months ago
- A library for building and serving multi-node distributed faiss indices.☆276Nov 1, 2023Updated 2 years ago
- Fast and memory-efficient ANN with a subset-search functionality☆154Jul 1, 2025Updated 8 months ago
- Pure python implementation of product quantization for nearest neighbor search☆359Jun 7, 2025Updated 8 months ago
- Benchmarks of approximate nearest neighbor libraries in Python☆5,605Jun 10, 2025Updated 8 months ago
- Fast and memory-efficient clustering☆263Oct 16, 2023Updated 2 years ago
- Nearest Neighbor Search with Neighborhood Graph and Tree for High-dimensional Data☆1,351Feb 20, 2026Updated last week
- A library for efficient similarity search and clustering of dense vectors.☆39,255Updated this week
- Header-only C++/python library for fast approximate nearest neighbors☆5,106Sep 14, 2025Updated 5 months ago
- Binary Passage Retriever (BPR) - an efficient passage retriever for open-domain question answering☆175Jun 6, 2021Updated 4 years ago
- Non-Metric Space Library (NMSLIB): An efficient similarity search library and a toolkit for evaluation of k-NN methods for generic non-me…☆3,569Jan 12, 2026Updated last month
- Framework for evaluating ANNS algorithms on billion scale datasets.☆424Dec 17, 2025Updated 2 months ago
- Visualize hnsw, faiss and other anns index☆476Mar 7, 2023Updated 2 years ago
- PQ Fast Scan☆70May 31, 2019Updated 6 years ago
- Implementation of vector quantization algorithms, codes for Norm-Explicit Quantization: Improving Vector Quantization for Maximum Inner P…☆60Jan 7, 2021Updated 5 years ago
- QuickerADC is an implementation of highly-efficient product quantizers leveraging SIMD shuffle instructions integrated into FAISS☆61Jan 3, 2019Updated 7 years ago
- Pyserini is a Python toolkit for reproducible information retrieval research with sparse and dense representations.☆2,026Updated this week
- An end-to-end neural ad-hoc ranking pipeline.☆152Jul 13, 2025Updated 7 months ago
- SentAugment is a data augmentation technique for NLP that retrieves similar sentences from a large bank of sentences. It can be used in c…☆359Feb 22, 2022Updated 4 years ago
- PyTorch extensions for high performance and large scale training.☆3,400Apr 26, 2025Updated 10 months ago
- TOROS N2 - lightweight approximate Nearest Neighbor library which runs fast even with large datasets☆580Jun 27, 2023Updated 2 years ago
- LM Pretraining with PyTorch/TPU☆137Oct 24, 2019Updated 6 years ago
- Library for Knowledge Intensive Language Tasks☆967Mar 31, 2022Updated 3 years ago
- Fast search algorithm for product-quantized codes via hash-tables☆54Jul 3, 2018Updated 7 years ago
- Similarity search engine built around Faiss library☆78Dec 8, 2022Updated 3 years ago
- Distributed vector search for AI-native applications☆2,289Updated this week
- Training & evaluation library for text-based neural re-ranking and dense retrieval models built with PyTorch☆265Jan 27, 2023Updated 3 years ago
- Entity Linker solution☆1,206Sep 21, 2023Updated 2 years ago
- Dense Passage Retriever - is a set of tools and models for open domain Q&A task.☆1,860Apr 6, 2023Updated 2 years ago
- Tevatron - Unified Document Retrieval Toolkit across Scale, Language, and Modality. Demo in SIGIR 2023, SIGIR 2025.☆730Jan 26, 2026Updated last month
- A library to conduct ranking experiments with transformers.☆160Jul 6, 2023Updated 2 years ago
- A criticism of a recent paper on buggy image downsampling methods in popular image processing and deep learning libraries.☆72Jul 6, 2022Updated 3 years ago
- Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk☆14,169Oct 29, 2025Updated 4 months ago
- Dice.com repo to accompany the dice.com 'Vectors in Search' talk by Simon Hughes, from the Activate 2018 search conference, and the 'Sear…☆86May 12, 2021Updated 4 years ago
- faiss wiki in chinese.☆443Apr 11, 2019Updated 6 years ago
- Library for converting from RGB / GrayScale image to base64 and back.☆19Sep 19, 2022Updated 3 years ago
- Efficient, check-pointed data loading for deep learning with massive data sets.☆211Jun 12, 2023Updated 2 years ago
- This repo parallelizes mAP_evaluation using python's multiprocessing module.☆18Apr 14, 2022Updated 3 years ago