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#retrieval

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.

18 records
Tagged “retrieval”Ranked by health index
PyPI
94Excellenthealth index
run-llama/llama_index
LlamaIndex is the leading document agent and OCR platform
Python · Jupyter Notebook★ 50.9K↓ 22.9M/moJul 18, 2026
MITJul 18, 2026 · metrics 1.13.0
PyPI
82Goodhealth index
embeddings-benchmark/mteb
MTEB: State-of-the-art evaluation of embeddings across languages and modalities
Python · Jupyter Notebook★ 3,362Jul 19, 2026
Apache-2.0Jul 19, 2026 · metrics 1.13.0
PyPI
76Goodhealth index
qdrant/fastembed
Fast, Accurate, Lightweight Python library to make State of the Art Embedding
Python · Jupyter Notebook★ 3,092Jul 18, 2026
Apache-2.0Jul 18, 2026 · metrics 1.13.0
PyPI
75Goodhealth index
minishlab/semble
Fast and Accurate Code Search for Agents. Uses ~98% fewer tokens than grep+read
Python★ 5,635↓ 141.3K/moJul 17, 2026
MITJul 17, 2026 · metrics 1.13.0
crates.io
72Goodhealth index
Anush008/fastembed-rs
Rust library for generating vector embeddings, reranking locally!
Rust★ 963↓ 416.6K/moJul 17, 2026
Apache-2.0Jul 17, 2026 · metrics 1.13.0
npm
72Goodhealth index
exa-labs/exa-js
The Official Exa Javascript SDK
TypeScript★ 129↓ 2.5M/moJul 17, 2026
MITJul 17, 2026 · metrics 1.13.0
crates.io · npm · Go +1
70Goodhealth index
ashvardanian/StringZilla
Up to 100x faster strings for C, C++, CUDA, Python, Rust, Swift, JS, & Go, leveraging NEON, AVX2, AVX-512, SVE, GPGPU, & SWAR to accelerate search, hashing, sorting, edit distances, sketches, and memory ops 🦖
C · C++ · Cuda★ 3,515↓ 2,257/moJul 21, 2026
Apache-2.0Jul 21, 2026 · metrics 1.13.0
npm
70Goodhealth index
manojmallick/sigmap
97% token reduction for AI coding sessions — zero deps, 33 languages, MCP server
JavaScript★ 598↓ 10.8K/moJul 18, 2026
MITJul 18, 2026 · metrics 1.13.0
crates.io · Go · npm +1
66Moderatehealth index
major7apps/pensyve
Universal memory runtime for AI agents
Rust · Python★ 56↓ 127/moJul 17, 2026
Custom licenseJul 17, 2026 · metrics 1.13.0
PyPI
65Moderatehealth index
xhluca/bm25s
Fast BM25 search in Python, powered by Numpy and Numba
Python★ 1,740Jul 21, 2026
MITJul 21, 2026 · metrics 1.13.0
npm · PyPI
63Moderatehealth index
mrsladoje/sweet-search
Local code search for AI agents: six fast, purpose-built tools that return ranked answers, not raw grep. Because maybe grep isn't all you need... 🍬
JavaScript★ 21↓ 4,154/moJul 20, 2026
Apache-2.0Jul 20, 2026 · metrics 1.13.0
crates.io
60Moderatehealth index
seekstorm/seekstorm
SeekStorm: vector & lexical search - in-process library & multi-tenancy server, in Rust.
Rust★ 1,899↓ 194/moJul 17, 2026
Apache-2.0Jul 17, 2026 · metrics 1.13.0
PyPI
59Moderatehealth index
Coding-Dev-Tools/engraphis
Self-hosted AI memory engine - Ebbinghaus forgetting-curve decay, interaction-aware reinforcement, and conscious thought synthesis. Local SQLite + sentence-transformers embeddings.
Python★ 101Jul 18, 2026
Apache-2.0Jul 18, 2026 · metrics 1.13.0
Go
59Moderatehealth index
dorukardahan/nole
Free local web search/extraction router for AI agents. Go CLI + MCP, BYOK/free-first routing, keyless DDGS/Scrapling fallback, setup writers and client guides.
Go★ 2Jul 17, 2026
Apache-2.0Jul 17, 2026 · metrics 1.13.0
crates.io · PyPI
56Moderatehealth index
ohdearquant/lattice
Run, quantize, and fine-tune LLMs on Apple Silicon. Pure Rust, no Python, no CUDA, no ONNX
Rust★ 31↓ 0/moJul 13, 2026
Apache-2.0Jul 13, 2026 · metrics 1.13.0
Go
53Moderatehealth index
bright-interaction/mesh
Sovereign single-binary knowledge mesh for coding agents (MCP): index, search and serve your notes + code as context. Fair-code (no reselling).
Go · JavaScript★ 3Jul 17, 2026
Custom licenseJul 17, 2026 · metrics 1.13.0
PyPI
49At riskhealth index
bernatch22/megabrain
No repository description published.
Python · JavaScript★ 0Jul 20, 2026
MITJul 20, 2026 · metrics 1.13.0
Go · npm
44At riskhealth index
nstranquist/docs-puller
Local-first docs retrieval for AI agents: mirror any docs corpus to Markdown, index with SQLite FTS5 (pure Go), search with optional embedding/LLM rerank, and measure quality with reproducible evals.
Go★ 0↓ 0/moJul 14, 2026
Apache-2.0Jul 14, 2026 · metrics 1.13.0