Alternatives and similar repositories for DiskANN:

Users that are interested in DiskANN are comparing it to the libraries listed below

• harsha-simhadri / big-ann-benchmarks
  Framework for evaluating ANNS algorithms on billion scale datasets.
  ☆360Updated last month
• nmslib / hnswlib
  Header-only C++/python library for fast approximate nearest neighbors
  ☆4,490Updated 5 months ago
• ZJULearning / nsg
  Navigating Spreading-out Graph For Approximate Nearest Neighbor Search
  ☆653Updated last year
• rapidsai / raft
  RAFT contains fundamental widely-used algorithms and primitives for machine learning and information retrieval. The algorithms are CUDA-a…
  ☆816Updated this week
• zilliztech / knowhere
  Knowhere is a vector search engine, integrating FAISS, HNSW, DiskANN.
  ☆202Updated this week
• erikbern / ann-benchmarks
  Benchmarks of approximate nearest neighbor libraries in Python
  ☆5,060Updated 3 weeks ago
• yahoojapan / NGT
  Nearest Neighbor Search with Neighborhood Graph and Tree for High-dimensional Data
  ☆1,276Updated last month
• zilliztech / pyglass
  Graph Library for Approximate Similarity Search
  ☆101Updated 8 months ago
• milvus-io / knowhere
  Knowhere is an open-source vector search engine, integrating FAISS, HNSW, etc.
  ☆208Updated last year
• dbaranchuk / ivf-hnsw
  Code for ECCV2018 paper: Revisiting the Inverted Indices for Billion-Scale Approximate Nearest Neighbors
  ☆202Updated 4 years ago
• rapidsai / cuvs
  cuVS - a library for vector search and clustering on the GPU
  ☆271Updated this week
• currentslab / awesome-vector-search
  Collections of vector search related libraries, service and research papers
  ☆1,447Updated 5 months ago
• nmslib / nmslib
  Non-Metric Space Library (NMSLIB): An efficient similarity search library and a toolkit for evaluation of k-NN methods for generic non-me…
  ☆3,439Updated 3 months ago
• js1010 / cuhnsw
  CUDA implementation of Hierarchical Navigable Small World Graph algorithm
  ☆149Updated 3 years ago
• cmuparlay / ParlayANN
  A library of algorithms for approximate nearest neighbor search in high dimensions, along with a set of useful tools for designing such a…
  ☆129Updated this week
• unum-cloud / usearch
  Fast Open-Source Search & Clustering engine × for Vectors & 🔜 Strings × in C++, C, Python, JavaScript, Rust, Java, Objective-C, Swift, C…
  ☆2,397Updated this week
• vdaas / vald
  Vald. A Highly Scalable Distributed Vector Search Engine
  ☆1,561Updated this week
• zilliztech / VectorDBBench
  VectorDBBench is a benchmark designed to compare the performance and cost-effectiveness of popular vector databases.
  ☆605Updated this week
• aaalgo / kgraph
  A library for k-nearest neighbor search
  ☆384Updated 8 months ago
• qdrant / vector-db-benchmark
  Framework for benchmarking vector search engines
  ☆296Updated this week
• matsui528 / faiss_tips
  Some useful tips for faiss
  ☆609Updated last year
• zilliztech / feder
  Visualize hnsw, faiss and other anns index
  ☆411Updated last year
• criteo / autofaiss
  Automatically create Faiss knn indices with the most optimal similarity search parameters.
  ☆828Updated 7 months ago
• WPJiang / HWTL_SDU-ANNS
  ☆67Updated last week
• ashvardanian / SimSIMD
  Up to 200x Faster Dot Products & Similarity Metrics — for Python, Rust, C, JS, and Swift, supporting f64, f32, f16 real & complex, i8, an…
  ☆1,195Updated 3 weeks ago
• spotify / voyager
  🛰️ An approximate nearest-neighbor search library for Python and Java with a focus on ease of use, simplicity, and deployability.
  ☆1,375Updated 2 weeks ago
• matsui528 / nanopq
  Pure python implementation of product quantization for nearest neighbor search
  ☆334Updated last year
• ZJULearning / SSG
  code for satellite system graphs
  ☆115Updated last year
• intel / ScalableVectorSearch
  ☆132Updated 3 weeks ago
• naver / splade
  SPLADE: sparse neural search (SIGIR21, SIGIR22)
  ☆817Updated 8 months ago