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#ann

Every repository in the public record carrying this tag — from its GitHub topics or the keywords its package registries publish. Health is measured under the same versioned methodology as the rest of the record.

20 records
Tagged “ann”Ranked by health index
PyPI · npm · crates.io +1
98Exceptionalhealth index
lancedb/lancedb
Developer-friendly OSS embedded retrieval library for multimodal AI. Search More; Manage Less.
Rust · Python · HTML★ 11.5K↓ 20.7M/moSep 19, 2026
Apache-2.0Sep 19, 2026 · metrics 2.10.0
PyPI
95Exceptionalhealth index
alibaba/zvec
A lightweight, lightning-fast, in-process vector database
C++★ 16K↓ 44.7K/moSep 16, 2026
Apache-2.0Sep 16, 2026 · metrics 2.10.0
PyPI · npm
93Exceptionalhealth index
antgroup/vsag
vsag is a vector indexing library used for similarity search.
C++★ 511↓ 144/moSep 18, 2026
Apache-2.0Sep 18, 2026 · metrics 2.10.0
PyPI · npm · crates.io
92Excellenthealth index
infino-ai/infino
Embedded retrieval library built on Parquet. Fast, efficient, and scalable.
Rust★ 81↓ 8,183/moSep 18, 2026
Apache-2.0Sep 18, 2026 · metrics 2.10.0
npm · crates.io
92Excellenthealth index
ruvnet/RuVector
RuVector provides High Performance, Real-Time decisions and agent memory , Self-Learning Ai, Vector GNN DB built in Rust.
Rust · TypeScript★ 4,599↓ 489.6K/moOct 20, 2026
MITOct 20, 2026 · metrics 2.10.0
PyPI · crates.io
88Excellenthealth index
RyanCodrai/turbovec
A vector index built on TurboQuant, written in Rust with Python bindings
Rust · Python★ 16.2K↓ 76K/moAug 23, 2026
MITAug 23, 2026 · metrics 2.10.0
PyPI · crates.io
77Goodhealth index
Egoist-Machines/LodeDB
World's fastest and most compact embedded vector database: exact by default, multimodal, local-first, and GPU-accelerated
Python · Rust★ 98Sep 16, 2026
Apache-2.0Sep 16, 2026 · metrics 2.10.0
npm
77Goodhealth index
RIAEvangelist/node-ipc
A nodejs module for local and remote Inter Process Communication (IPC), Neural Networking, and able to facilitate machine learning.
JavaScript · Rust · C#★ 65↓ 2.7M/moSep 26, 2026
MITSep 26, 2026 · metrics 2.10.0
npm
73Goodhealth index
zvec-ai/zvec-node
High-performance Node.js bindings for Zvec, a lightweight, lightning-fast, in-process vector database
C++ · TypeScript★ 13↓ 25.5K/moSep 13, 2026
Apache-2.0Sep 13, 2026 · metrics 2.10.0
npm · crates.io · PyPI
65Goodhealth index
TheDeltaLab/lancedb
A fork of lancedb/lancedb, only nodejs/rust SDK will be update in this repo.
Rust · HTML · TypeScript★ 0↓ 2,307/moSep 15, 2026
Apache-2.0Sep 15, 2026 · metrics 2.10.0
PyPI
65Goodhealth index
lmcinnes/pynndescent
A Python nearest neighbor descent for approximate nearest neighbors
Python★ 969Sep 10, 2026
BSD-2-ClauseSep 10, 2026 · metrics 2.10.0
crates.io · PyPI
65Goodhealth index
yp3y5akh0v/citadel
Local-first encrypted memory for AI agents
Rust★ 3↓ 458/moSep 15, 2026
Apache-2.0Sep 15, 2026 · metrics 2.10.0
RubyGems
57Moderatehealth index
ankane/faiss-ruby
Efficient similarity search and clustering for Ruby
C++ · Ruby★ 151Oct 20, 2026
MITOct 20, 2026 · metrics 2.10.0
—
57Moderatehealth index
codeplea/genann
simple neural network library in C99
C★ 2,296Oct 20, 2026
ZlibOct 20, 2026 · metrics 2.10.0
PyPI · crates.io
54Moderatehealth index
mariolpantunes/torann
TORoidal Approximate Nearest Neighbours. Exact + LSH k-NN and range search under wrap-around L1 on the unit torus, where opposite faces are identified so the domain has no boundary. The LSH only filters; distances are always exact. Rust core (PyO3 + rayon), byte-identical pure-Python reference.
Python · Rust★ 0↓ 2,143/moAug 23, 2026
MITAug 23, 2026 · metrics 2.10.0
PyPI · crates.io
53Moderatehealth index
schlegelp/aann
All nearest-neighbor search using neighborhood graphs
Rust · Python★ 1↓ 2,405/moSep 12, 2026
GPL-3.0Sep 12, 2026 · metrics 2.10.0
npm
47Weakhealth index
ruvnet/agentdb
Vector memory that gets smarter every time your agent uses it.
TypeScript · HTML · JavaScript★ 89↓ 376.7K/moSep 13, 2026
MITSep 13, 2026 · metrics 2.10.0
crates.io
42Weakhealth index
jean-pierreBoth/hnswlib-rs
Rust implementation of the HNSW algorithm (Malkov-Yashunin)
Rust★ 254↓ 158.3K/moOct 12, 2026
Custom licenseOct 12, 2026 · metrics 2.10.0
PyPI
38Weakhealth index
Matheus-Janczkowski/Davout
Workhorse for a research project that encompasses finite element analysis, machine learning, and multiscale analysis. Additionally, a set of tools is provided.
Python★ 9↓ 1,155/moOct 20, 2026
GPL-3.0Oct 20, 2026 · metrics 2.10.0
—
34At Riskhealth index
curiosity-ai/hnsw-sharp
C# library for approximate nearest neighbors search using Hierarchical Navigable Small World graphs
C#★ 104Sep 19, 2026
MITSep 19, 2026 · metrics 2.10.0