PyPI
run-llama/llama_index
LlamaIndex is the leading document agent and OCR platform
MITAug 4, 2026 · metrics 2.10.0
All tags
Catalogue tag
#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.
37 records
PyPI
embeddings-benchmark/mteb
MTEB: State-of-the-art evaluation of embeddings across languages and modalities
Apache-2.0Jul 19, 2026 · metrics 2.10.0
PyPI
MinishLab/semble
Fast and Accurate Code Search for Agents. Uses 99% fewer tokens than grep+read
MITAug 28, 2026 · metrics 2.10.0
npm · PyPI
joshuaswarren/remnic
Open-source memory and context for user-aware agents: scoped memory, provenance, retrieval quality, correction, boundaries, evals, and MCP/HTTP access.
MITAug 22, 2026 · metrics 2.10.0
PyPI
qdrant/fastembed
Fast, Accurate, Lightweight Python library to make State of the Art Embedding
Apache-2.0Jul 18, 2026 · metrics 2.10.0
PyPI · npm
usemoss/moss
The retrieval layer for production AI systems. Lightning-fast (<10ms) search without vector databases. Built for browser, edge, on-device, and cloud.
BSD-2-ClauseJul 31, 2026 · metrics 2.10.0
npm
exa-labs/exa-js
The Official Exa Javascript SDK
MITAug 27, 2026 · metrics 2.10.0
crates.io
zavora-ai/adk-rust
Rust Agent Development Kit (ADK-Rust): Build AI agents in Rust with modular components for models, tools, memory, realtime voice, and more. ADK-Rust is a flexible framework for developing AI agents with simplicity and power. Model-agnostic, deployment-agnostic, optimized for frontier AI models. Includes support for real-time voice agents.
Custom licenseAug 12, 2026 · metrics 2.10.0
npm · PyPI · RubyGems
BetterDB-inc/monitor
Real-time monitoring, slowlog analysis, and audit trails for Valkey and Redis
Custom licenseSep 5, 2026 · metrics 2.10.0
npm · PyPI
airweave-ai/airweave
Open-source context retrieval layer for AI agents
MITAug 28, 2026 · metrics 2.10.0
crates.io
Anush008/fastembed-rs
Rust library for generating vector embeddings, reranking locally!
Apache-2.0Jul 17, 2026 · metrics 2.10.0
crates.io · npm · Go +1
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 🦖
Apache-2.0Jul 21, 2026 · metrics 2.10.0
npm
manojmallick/sigmap
97% token reduction for AI coding sessions — zero deps, 33 languages, MCP server
MITJul 18, 2026 · metrics 2.10.0
npm · PyPI
acidkill/surreal-memory
No repository description published.
MITSep 5, 2026 · metrics 2.10.0
npm
modelstudioai/cli
Official Model Studio CLI（阿里云百炼 CLI）built for AI Agent frameworks, exposing models, search, multimodal, and workflow capabilities as structured tool calls.
Apache-2.0Aug 3, 2026 · metrics 2.10.0
crates.io · Go · npm +1
major7apps/pensyve
Universal memory runtime for AI agents
Custom licenseJul 17, 2026 · metrics 2.10.0
crates.io · npm · PyPI
ohdearquant/lattice
Run, quantize, and fine-tune LLMs on Apple Silicon. Pure Rust, no Python, no CUDA, no ONNX
Apache-2.0Aug 22, 2026 · metrics 2.10.0
Go · npm
nstranquist/docs-puller
Local docs search: copy pages to Markdown, index with SQLite FTS5, and measure retrieval quality.
Apache-2.0Sep 5, 2026 · metrics 2.10.0
PyPI
xhluca/bm25s
Fast BM25 search in Python, powered by Numpy and Numba
MITJul 21, 2026 · metrics 2.10.0
npm · PyPI
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... 🍬
Apache-2.0Jul 20, 2026 · metrics 2.10.0
Go
townsendmerino/ken
Fast hybrid code search for agents. Pure Go, drop-in MCP-compatible with semble.
MITAug 3, 2026 · metrics 2.10.0
PyPI · npm
docmancer/docmancer
Find out what your coding agents already know. Docmancer indexes the memory, rules, and instructions Claude Code, Codex, Cursor, and Gemini wrote on your machine, then carries the durable parts to every agent. Local-first, MIT.
MITAug 2, 2026 · metrics 2.10.0
PyPI
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.
Apache-2.0Jul 18, 2026 · metrics 2.10.0
Go
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.
Apache-2.0Jul 17, 2026 · metrics 2.10.0
crates.io
seekstorm/seekstorm
SeekStorm: vector & lexical search - in-process library & multi-tenancy server, in Rust.
Apache-2.0Jul 17, 2026 · metrics 2.10.0
npm · PyPI · crates.io +1
muthuishere/citenexus
Evidence-first, multilingual, S3-native RAG — answers only from cited evidence (exact quote, page, bbox) and abstains when the evidence is weak, missing or conflicting. The guarantee is "no ungrounded claim". Byte-identical core across Python, Go and JavaScript. Docs: https://muthuishere.github.io/citenexus/
MITSep 5, 2026 · metrics 2.10.0
Go
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).
Custom licenseJul 17, 2026 · metrics 2.10.0
PyPI
lucagattoni/pinakes
Pinakes — a portable, agent-first knowledge base. One directory = one KB.
Apache-2.0Aug 23, 2026 · metrics 2.10.0
PyPI · npm
surendranb/wikipedia-mcp-server
Progressive-retrieval MCP server for Wikipedia
MITAug 2, 2026 · metrics 2.10.0
PyPI
bernatch22/megabrain
No repository description published.
MITJul 20, 2026 · metrics 2.10.0