crates.io
paradedb/paradedb
One Postgres for your application data, full-text search, vector retrieval, and aggregations. Home of the pg_search extension.
AGPL-3.0Aug 28, 2026 · metrics 2.10.0
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Catalogue tag
#bm25
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.
24 records
PyPI · Go · npm
infiniflow/infinity
The AI-native database built for LLM applications, providing incredibly fast hybrid search of dense vector, sparse vector, tensor (multi-vector), and full-text.
Apache-2.0Aug 28, 2026 · metrics 2.10.0
Go · npm
smart-mcp-proxy/mcpproxy-go
Supercharge AI Agents, Safely
MITJul 20, 2026 · metrics 2.10.0
PyPI
milvus-io/milvus-lite
A lightweight version of Milvus
Apache-2.0Jul 21, 2026 · metrics 2.10.0
PyPI · npm
SonAIengine/graph-tool-call
Graph-based tool retrieval for LLM agents — 248 tools → 82% accuracy, 79% fewer tokens. Zero dependencies. OpenAPI / MCP / LangChain.
MITAug 1, 2026 · metrics 2.10.0
Go
oliver-kriska/scribe
LLM-managed personal knowledge base. Auto-extracts from git repos, Claude Code sessions (via ccrider FTS5), and iMessage bookmarks. Cross-project, qmd-indexed, runs on cron
MITJul 18, 2026 · metrics 2.10.0
PyPI · npm · Go
jeffhajewski/latticedb
Embedded single-file knowledge graph database with vector search and full-text search for AI/RAG apps
MITAug 23, 2026 · metrics 2.10.0
npm
raymondchins/agentmap
The repo map your coding agent is forced to use — ~98% fewer tokens (up to 99.9% per task) to understand a TS/JS codebase. PageRank hubs, Aider-style symbol ranking, token-budgeted digest, --any router, wired into the agent loop.
MITJul 24, 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 licenseJul 19, 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
Go · npm
eleboucher/memini
Give any MCP-capable agent persistent memory: remember/recall over a tiered store with hybrid vector + keyword retrieval. Single Go binary, SQLite or Postgres, embedded admin UI.
AGPL-3.0Aug 22, 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
npm
kurajs/kura
Kura — the knowledgebase for humans and agents. Agent-native docs infrastructure, built on June.
MITJul 31, 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
Packagist
teamtnt/tntsearch
A fully featured full text search engine written in PHP
MITAug 11, 2026 · metrics 2.10.0
npm
hamr0/litectx
Agent memory + every context-engineering primitive (write / select / compress / isolate) in one importable library. Ranked recall with activation decay over SQLite/FTS5. One production dependency (better-sqlite3).
Apache-2.0Jul 18, 2026 · metrics 2.10.0
npm
takara-ai/miru-code
Miru — hybrid code search for agents
MITJul 21, 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
npm
ruvnet/agentdb
Vector memory that gets smarter every time your agent uses it.
MITJul 23, 2026 · metrics 2.10.0
PyPI
bxw91/brainpalace
Vector Graph RAG for code & docs with Persistent Chat-Session Memory — BM25 (multi-lang), AST chunking. Hybrid, Compute, Scan, Timeline, Absence, Salience. Graph + temporal knowledge. Privacy Stamps. Source Adapters. Chat summarisation + verbatim copy + free scan. Git indexing. CLI, MCP and Claude Code plugin. Ollama or cloud LLMs. Dashboard.
MITJul 18, 2026 · metrics 2.10.0
PyPI · crates.io
zhlhaohao/doclens
doc index\search\exploer\aiask utility
Apache-2.0Aug 27, 2026 · metrics 2.10.0
PyPI
dorianbrown/rank_bm25
A Collection of BM25 Algorithms in Python
Apache-2.0Jul 21, 2026 · metrics 2.10.0
npm
holgerreppert/opencode-fractal-memory
A fractal memory plugin and mcp server for opencode.
MITJul 17, 2026 · metrics 2.10.0
Go
altSeneca/picoqmd
Lightweight QMD alternative: fully local hybrid search engine (BM25 + vector + rerank) and MCP server in a single ~15MB Go binary. No Node.js. Runs on Raspberry Pi.
MITJul 23, 2026 · metrics 2.10.0