PyPI
run-llama/llama_index
LlamaIndex is the document processing platform for AI
MITSep 16, 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.
61 records
PyPI
embeddings-benchmark/mteb
MTEB: State-of-the-art evaluation of embeddings across languages and modalities
Apache-2.0Sep 11, 2026 · metrics 2.10.0
crates.io
quickwit-oss/tantivy
Tantivy is a full-text search engine library inspired by Apache Lucene and written in Rust
MITSep 15, 2026 · metrics 2.10.0
PyPI
qdrant/fastembed
Fast, Accurate, Lightweight Python library to make State of the Art Embedding
Apache-2.0Sep 10, 2026 · metrics 2.10.0
PyPI · npm · crates.io
infino-ai/infino
Embedded retrieval library built on Parquet. Fast, efficient, and scalable.
Apache-2.0Sep 18, 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
cacheplane/b4run
Ridiculous speed. Readable code.
MITOct 15, 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-ClauseSep 18, 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 licenseSep 17, 2026 · metrics 2.10.0
npm
exa-labs/exa-js
The Official Exa Javascript SDK
MITAug 27, 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.
MITOct 20, 2026 · metrics 2.10.0
crates.io
Anush008/fastembed-rs
Rust library for generating vector embeddings and reranking locally!
Apache-2.0Sep 9, 2026 · metrics 2.10.0
npm · PyPI · RubyGems
BetterDB-inc/monitor
Real-time monitoring, slowlog analysis, and audit trails for Valkey and Redis
Custom licenseOct 21, 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
PyPI
pipecat-ai/pipecat-context-hub
Local-first MCP server providing Pipecat docs, examples, and API context for AI coding agents
BSD-2-ClauseOct 19, 2026 · metrics 2.10.0
PyPI
priya-sundaram-dev/whoosh
Fast, pure-Python full-text indexing and search. Actively maintained continuation of Whoosh / whoosh-reloaded. Install: pip install whoosh3
Custom licenseSep 11, 2026 · metrics 2.10.0
PyPI
VectifyAI/PageIndex
📑 PageIndex: Document Index for Vectorless, Reasoning-based RAG
MITOct 12, 2026 · metrics 2.10.0
crates.io · npm · PyPI
ohdearquant/lattice
Run AI models on Apple Silicon and Raspberry Pi
Apache-2.0Oct 20, 2026 · metrics 2.10.0
PyPI
tobocop2/lilbee
The whole local AI stack in one executable: it runs and manages local AI models across every GPU, and it's a search engine you can talk to, with cited answers from your files, code, and the web. MCP server for coding agents, web crawler, TUI, CLI, REST API, Python library. No Ollama or LM Studio needed, works with both.
MITSep 18, 2026 · metrics 2.10.0
crates.io · npm · Go +3
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-2.0Sep 12, 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-2.0Sep 16, 2026 · metrics 2.10.0
crates.io · npm
ratel-ai/ratel
Context engineering for AI agents. ~80% fewer tokens. Fix tool overload. Skills and memory with in-process BM25 and semantic retrieval. Progressive Disclosure. No vector DB.
MITSep 12, 2026 · metrics 2.10.0
PyPI · npm · crates.io +1
major7apps/pensyve
Universal memory runtime for AI agents
Custom licenseSep 10, 2026 · metrics 2.10.0
npm
manojmallick/sigmap
~97% token reduction for AI coding sessions — zero deps, 33 languages, MCP server
MITSep 11, 2026 · metrics 2.10.0
npm
jdutton/vibe-agent-toolkit
Toolkit for testing and packaging portable AI agents across various LLMs, frameworks, and deployment targets
MITSep 8, 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-2.0Oct 21, 2026 · metrics 2.10.0
PyPI · npm
Coding-Dev-Tools/engraphis
Local-first, inspectable memory for coding agents: durable context across sessions and repositories, code-aware recall, bi-temporal history, MCP, and a self-hosted WebUI.
Apache-2.0Sep 11, 2026 · metrics 2.10.0
PyPI · npm
acidkill/surreal-memory
No repository description published.
MITOct 21, 2026 · metrics 2.10.0
Go
townsendmerino/ken
Fast hybrid code search for agents. Pure Go, drop-in MCP-compatible with semble.
MITSep 16, 2026 · metrics 2.10.0
PyPI
n24q02m/fastretrieval
Fast multi-model retrieval runtime: ONNX and GGUF embeddings, reranking, and a declarative model contract
Apache-2.0Sep 18, 2026 · metrics 2.10.0