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#bm25

Todos los repositorios del registro público que llevan esta etiqueta, procedente de sus topics de GitHub o de las palabras clave que publican sus registros de paquetes. La salud se mide con la misma metodología versionada que el resto del registro.

42 registros
Con la etiqueta «bm25»Ordenado por índice de salud
crates.io
96Excepcionalíndice de salud
paradedb/paradedb
One Postgres for your application data, full-text search, vector retrieval, and aggregations. Home of the pg_search extension.
Rust · PLpgSQL★ 920428 ago 2026
AGPL-3.028 ago 2026 · métricas 2.10.0
PyPI · Go · npm
94Excepcionalíndice de salud
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.
C++★ 468428 ago 2026
Apache-2.028 ago 2026 · métricas 2.10.0
Go · npm
94Excepcionalíndice de salud
smart-mcp-proxy/mcpproxy-go
Supercharge AI Agents, Safely
Go★ 34512 sept 2026
MIT12 sept 2026 · métricas 2.10.0
npm · PyPI
93Excepcionalíndice de salud
Ikalus1988/MisakaNet
📚 A zero-dependency, git-backed micro-lesson library for AI Agents to asynchronously share and search verified debugging experience. | https://misakanet.org
Python · JavaScript★ 521↓ 5321/mes4 oct 2026
Apache-2.04 oct 2026 · métricas 2.10.0
PyPI · npm · crates.io
92Excelenteíndice de salud
infino-ai/infino
Embedded retrieval library built on Parquet. Fast, efficient, and scalable.
Rust★ 81↓ 8183/mes18 sept 2026
Apache-2.018 sept 2026 · métricas 2.10.0
PyPI · npm
87Excelenteíndice de salud
lyonzin/knowledge-rag
Local RAG MCP server for Claude Code — hybrid search (semantic + BM25), cross-encoder reranking, 13 MCP tools, 20 format parsers. Zero external servers, zero API keys.
Python★ 290↓ 2794/mes4 oct 2026
MIT4 oct 2026 · métricas 2.10.0
npm · crates.io
87Excelenteíndice de salud
zvec-ai/zvec-grep
Local-first search across your workspace, built for humans and AI agents.
Rust · JavaScript · Python★ 4094↓ 10.8K/mes15 oct 2026
Apache-2.015 oct 2026 · métricas 2.10.0
Go
86Excelenteíndice de salud
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
Go★ 6110 sept 2026
MIT10 sept 2026 · métricas 2.10.0
PyPI
86Excelenteíndice de salud
paradedb/sqlalchemy-paradedb
The official SQLAlchemy integration for ParadeDB
Python★ 10↓ 19.2K/mes16 oct 2026
MIT16 oct 2026 · métricas 2.10.0
PyPI
86Excelenteíndice de salud
priya-sundaram-dev/whoosh
Fast, pure-Python full-text indexing and search. Actively maintained continuation of Whoosh / whoosh-reloaded. Install: pip install whoosh3
Python★ 34↓ 4689/mes11 sept 2026
Licencia propia11 sept 2026 · métricas 2.10.0
npm · PyPI
86Excelenteíndice de salud
tobi/qmd
mini cli search engine for your docs, knowledge bases, meeting notes, whatever. Tracking current sota approaches while being all local
TypeScript · Python★ 29.8K↓ 173.2K/mes18 sept 2026
MIT18 sept 2026 · métricas 2.10.0
npm · PyPI
83Excelenteíndice de salud
memtomem/memtomem
Markdown-first, long-term memory infrastructure for AI agents. Hybrid BM25 + semantic search across markdown/code files via MCP.
Python★ 14↓ 814/mes18 sept 2026
Apache-2.018 sept 2026 · métricas 2.10.0
PyPI
83Excelenteíndice de salud
milvus-io/milvus-lite
A lightweight version of Milvus
Python★ 462↓ 1.6M/mes12 sept 2026
Apache-2.012 sept 2026 · métricas 2.10.0
npm
83Excelenteíndice de salud
raymondchins/agentmap
Stop your coding agent reading the wrong files. Compiler-grade TS/JS repo map — 100% precision on blast radius vs grep's 60%, measured on public repos. CLI + MCP server, fully local, no vector DB.
JavaScript★ 48↓ 1106/mes13 sept 2026
MIT13 sept 2026 · métricas 2.10.0
Go
77Buenoíndice de salud
townsendmerino/ken
Fast hybrid code search for agents. Pure Go, drop-in MCP-compatible with semble.
Go★ 3116 sept 2026
MIT16 sept 2026 · métricas 2.10.0
PyPI · npm
75Buenoíndice de salud
SonAIengine/graph-tool-call
Graph-based tool retrieval for LLM agents — 248 tools → 82% accuracy, 79% fewer tokens. Zero dependencies. OpenAPI / MCP / LangChain.
Python★ 17↓ 2636/mes15 sept 2026
MIT15 sept 2026 · métricas 2.10.0
PyPI · npm · Go
75Buenoíndice de salud
jeffhajewski/latticedb
Embedded single-file knowledge graph database with vector search and full-text search for AI/RAG apps
Zig · HTML★ 13↓ 389/mes23 ago 2026
MIT23 ago 2026 · métricas 2.10.0
crates.io
73Buenoíndice de salud
SeekStorm/SeekStorm
SeekStorm: vector & lexical search - in-process library & multi-tenancy server, in Rust.
Rust★ 1909↓ 713/mes9 sept 2026
Apache-2.09 sept 2026 · métricas 2.10.0
Go · npm
73Buenoíndice de salud
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.
Go · TypeScript · JavaScript★ 2820 oct 2026
AGPL-3.020 oct 2026 · métricas 2.10.0
npm · crates.io
71Buenoíndice de salud
srimon12/qql-rs
Declarative SQL query engine for Qdrant and edge vector databases. Multi-vector dense & BM25 sparse search, hybrid retrieval, CTEs, and MMR in Rust, Python, Node.js, and WebAssembly
Rust★ 5↓ 1287/mes20 sept 2026
MIT20 sept 2026 · métricas 2.10.0
PyPI
71Buenoíndice de salud
xhluca/bm25s
Fast BM25 search in Python, powered by Numpy and Numba
Python★ 178312 sept 2026
MIT12 sept 2026 · métricas 2.10.0
npm
69Buenoíndice de salud
takara-ai/miru-code
Code search that lets AI coding agents find the right files in fewer steps. Use the hosted endpoint or self-host, works with Claude Code, Copilot and Cursor via MCP.
TypeScript★ 11↓ 1315/mes12 sept 2026
MIT12 sept 2026 · métricas 2.10.0
npm
65Buenoíndice de salud
kurajs/kura
Kura — the knowledgebase for humans and agents. Agent-native docs infrastructure, built on June.
TypeScript★ 5↓ 101.1K/mes15 sept 2026
MIT15 sept 2026 · métricas 2.10.0
PyPI
65Buenoíndice de salud
wallter/trw-memory
Standalone AI agent memory engine — hybrid search (BM25 + vectors), Q-learning scoring, Ebbinghaus decay, tiered storage, knowledge graph. Part of TRW Framework.
Python★ 2↓ 2876/mes10 oct 2026
Licencia propia10 oct 2026 · métricas 2.10.0
Packagist
63Moderadoíndice de salud
teamtnt/tntsearch
A fully featured full text search engine written in PHP
PHP★ 3199↓ 80.2K/mes17 sept 2026
MIT17 sept 2026 · métricas 2.10.0
crates.io
62Moderadoíndice de salud
L-Defraiteur/lucivy
BM25 full-text search that actually finds what you type — fuzzy substrings across token boundaries, accent-insensitive, with byte-offset highlights. Python + Rust, built for hybrid search with vector DBs.
Rust★ 45↓ 847/mes18 sept 2026
Licencia propia18 sept 2026 · métricas 2.10.0
npm
62Moderadoíndice de salud
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).
JavaScript★ 3↓ 429/mes10 sept 2026
Apache-2.010 sept 2026 · métricas 2.10.0
PyPI
57Moderadoíndice de salud
ashishsinha1602/schemagate
Identity-scoped schema selection for text-to-SQL: give the model only the tables this caller may read, and 75% fewer prompt tokens.
HTML · Python★ 318 sept 2026
Licencia propia18 sept 2026 · métricas 2.10.0
Go
56Moderadoíndice de salud
dmmdea/meta-router
A capability router for Claude Code — surfaces the most relevant installed skills per prompt via a local hybrid-retrieval hook. Fully local, fail-open.
Go★ 019 sept 2026
Apache-2.019 sept 2026 · métricas 2.10.0
PyPI
54Moderadoíndice de salud
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.
Python★ 3↓ 1140/mes11 sept 2026
MIT11 sept 2026 · métricas 2.10.0