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The Top 23 Python Approximate Nearest Neighbor Search Open Source Projects

Open source projects categorized as Python Approximate Nearest Neighbor Search
Categories > Approximate Nearest Neighbor Search
Annoy ⭐ 11,776
Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk
dependent packages 93total releases 47most recent commit 9 months agopypi annoy} Downloads
Postgresml ⭐ 5,135
The GPU-powered AI application database. Get your app to market faster using the simplicity of SQL and the latest NLP, ML + LLM models.
dependent packages 1total releases 23most recent commit 4 months agopypi pgml} Downloads
Lancedb ⭐ 2,000
Developer-friendly, serverless vector database for AI applications. Easily add long-term memory to your LLM apps!
dependent packages 13total releases 45most recent commit 4 months agonpm vectordb} Downloads
Pynndescent ⭐ 820
A Python nearest neighbor descent for approximate nearest neighbors
dependent packages 65total releases 30most recent commit 4 months agopypi pynndescent} Downloads
N2 ⭐ 547
TOROS N2 - lightweight approximate Nearest Neighbor library which runs fast even with large datasets
total releases 2most recent commit 10 months ago
Pecos ⭐ 479
PECOS - Prediction for Enormous and Correlated Spaces
dependent packages 1total releases 16most recent commit 4 months agopypi libpecos} Downloads
Aquiladb ⭐ 311
An easy to use Neural Search Engine. Index latent vectors along with JSON metadata and do efficient k-NN search.
most recent commit 2 years ago
Nanopq ⭐ 291
Pure python implementation of product quantization for nearest neighbor search
dependent packages 1total releases 15most recent commit 6 months agopypi nanopq} Downloads
Annlite ⭐ 159
⚡ A fast embedded library for approximate nearest neighbor search
total releases 74most recent commit a year ago
Pgann ⭐ 136
Fast Approximate Nearest Neighbor (ANN) searches with a PostgreSQL database.
most recent commit 4 years ago
Citrus ⭐ 92
(distributed) vector database
total releases 18most recent commit 4 months ago
Annbench ⭐ 81
A lightweight benchmark for approximate nearest neighbor search
most recent commit a year ago
Vector Cookbook ⭐ 60
Timescale Vector Cookbook. A collection of recipes to build applications with LLMs using PostgreSQL and Timescale Vector.
most recent commit 6 months ago
Superinsight Db ⭐ 49
Relational Database for Unstructured Data
most recent commit a year ago
Adventures With Ann ⭐ 41
All the code for a series of Medium articles on Approximate Nearest Neighbors
most recent commit 2 years ago
Horapy ⭐ 35
🐍 Python bidding for the Hora Approximate Nearest Neighbor Search Algorithm library
most recent commit 3 years ago
Jann ⭐ 34
Hi. I am jann. I am text input - text output chatbot model that is JUST approximate nearest neighbour.
most recent commit 3 years ago
Scikit Hubness ⭐ 34
A Python package for hubness analysis and high-dimensional data mining
total releases 10most recent commit 2 years ago
Product Quantization ⭐ 27
🙃Implementation of vector quantization algorithms, codes for Norm-Explicit Quantization: Improving Vector Quantization for Maximum Inner Product Search..
most recent commit 3 years ago
Kiez ⭐ 22
🏘️ Hubness reduced nearest neighbor search for entity alignment with knowledge graph embeddings
total releases 13most recent commit 4 months ago
Coursera Uw Machine Learning Clustering Retrieval ⭐ 21
most recent commit 5 years ago
Annchor ⭐ 20
Fast k-NN graph construction for slow metrics
total releases 1most recent commit 2 years ago
Implementation Of Ml Algos In Python ⭐ 13
Implementing various machine learning algorithm from scratch
most recent commit 5 years ago
The 6 Most Depended On Python Approximate Nearest Neighbor Search Open Source Projects
Annoy ⭐ 11,776
Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk
dependent packages 93total releases 47latest release June 14, 2023most recent commit 9 months agopypi annoy} Downloads
Pynndescent ⭐ 820
A Python nearest neighbor descent for approximate nearest neighbors
dependent packages 65total releases 30latest release November 20, 2023most recent commit 4 months agopypi pynndescent} Downloads
Lancedb ⭐ 2,000
Developer-friendly, serverless vector database for AI applications. Easily add long-term memory to your LLM apps!
dependent packages 13total releases 45latest release December 04, 2023most recent commit 4 months agonpm vectordb} Downloads
Nanopq ⭐ 291
Pure python implementation of product quantization for nearest neighbor search
dependent packages 1total releases 15latest release October 26, 2023most recent commit 6 months agopypi nanopq} Downloads
Pecos ⭐ 479
PECOS - Prediction for Enormous and Correlated Spaces
dependent packages 1total releases 16latest release October 13, 2023most recent commit 4 months agopypi libpecos} Downloads
The 10 Latest Releases In Python Approximate Nearest Neighbor Search Open Source Projects
Lancedb ⭐ 2,000
Developer-friendly, serverless vector database for AI applications. Easily add long-term memory to your LLM apps!
dependent packages 13total releases 45latest release December 04, 2023most recent commit 4 months agonpm vectordb} Downloads
Pynndescent ⭐ 820
A Python nearest neighbor descent for approximate nearest neighbors
dependent packages 65total releases 30latest release November 20, 2023most recent commit 4 months agopypi pynndescent} Downloads
Citrus ⭐ 92
(distributed) vector database
total releases 18latest release November 14, 2023most recent commit 4 months ago
Nanopq ⭐ 291
Pure python implementation of product quantization for nearest neighbor search
dependent packages 1total releases 15latest release October 26, 2023most recent commit 6 months agopypi nanopq} Downloads
Kiez ⭐ 22
🏘️ Hubness reduced nearest neighbor search for entity alignment with knowledge graph embeddings
total releases 13latest release October 18, 2023most recent commit 4 months ago
Pecos ⭐ 479
PECOS - Prediction for Enormous and Correlated Spaces
dependent packages 1total releases 16latest release October 13, 2023most recent commit 4 months agopypi libpecos} Downloads
Annoy ⭐ 11,776
Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk
dependent packages 93total releases 47latest release June 14, 2023most recent commit 9 months agopypi annoy} Downloads
Annlite ⭐ 159
⚡ A fast embedded library for approximate nearest neighbor search
total releases 74latest release April 19, 2023most recent commit a year ago
Nmslibr ⭐ 11
Non Metric Space ( Approximate ) Library in R
total releases 7latest release September 11, 2021most recent commit a year ago
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