opensearch-project / k-NN
🆕 Find the k-nearest neighbors (k-NN) for your vector data
☆179Updated this week
Alternatives and similar repositories for k-NN
Users that are interested in k-NN are comparing it to the libraries listed below
Sorting:
- Neural search transforms text into vectors and facilitates vector search both at ingestion time and at search time.☆81Updated last week
- ml-commons provides a set of common machine learning algorithms, e.g. k-means, or linear regression, to help developers build ML related …☆117Updated this week
- CuVS integration for Lucene☆35Updated 4 months ago
- Elasticsearch plugin for nearest neighbor search. Store vectors and run similarity search using exact and approximate algorithms.☆380Updated this week
- Search Request Processor: pipeline for transformation of queries and results inline with a search request.☆24Updated 3 months ago
- 🆕 A machine learning plugin which supports an approximate k-NN search algorithm for Open Distro.☆281Updated 4 years ago
- Plugin to integrate approximate nearest neighbor(ANN) search with Elasticsearch☆65Updated 6 years ago
- Query your data using familiar SQL or intuitive Piped Processing Language (PPL)☆140Updated last week
- OpenSearch Benchmark - a community driven, open source project to run performance tests for OpenSearch☆120Updated this week
- Framework for evaluating ANNS algorithms on billion scale datasets.☆376Updated 2 weeks ago
- Set of Jupyter notebooks demonstrating Learning to Rank integrated with Solr and Elasticsearch☆170Updated last month
- Search with BERT vectors in Solr, Elasticsearch, OpenSearch and GSI APU☆166Updated 8 months ago
- For all things OpenSearch plugins. You want to install, or develop a plugin? You've come to the right place.☆54Updated 2 months ago
- Framework for benchmarking vector search engines☆320Updated this week
- Spark Accelerator framework ; It enables secondary indices to remote data stores.☆35Updated this week
- ☆35Updated last week
- Various utility scripts for running Lucene performance tests☆211Updated last week
- Knowhere is an open-source vector search engine, integrating FAISS, HNSW, etc.☆208Updated last year
- Java library for approximate nearest neighbors search using Hierarchical Navigable Small World graphs☆267Updated last month
- Offers a library of utilities for building Java-based OpenSearch plugins☆22Updated last week
- A high performance gRPC server on top of Apache Lucene☆284Updated this week
- Visualize hnsw, faiss and other anns index☆437Updated 2 years ago
- 🗃 Automate periodic data operations, such as deleting indices at a certain age or performing a rollover at a certain size☆58Updated last week
- Official workloads used by OpenSearch Benchmark (OSB)☆22Updated this week
- Benchmark designed to evaluate the performance and cost-effectiveness of vector databases.☆709Updated this week
- Vector search engine inside Milvus, integrating FAISS, HNSW, DiskANN.☆230Updated this week
- User Behavior Insights standard schema specification☆26Updated 2 months ago
- Querqy for Elasticsearch☆45Updated 3 weeks ago
- OpenSearch plugin that enables builders to innovate AI apps on OpenSearch☆37Updated this week
- Tools to help search relevance engineers and business users tune search results for their OpenSearch applications.☆21Updated last week