Search Packages

ragbits-document-search

Building blocks for rapid development of GenAI applications

ragbits-evaluate

Building blocks for rapid development of GenAI applications

ragbits-core

Building blocks for rapid development of GenAI applications

ragbits-cli

Building blocks for rapid development of GenAI applications

ragbits

Building blocks for rapid development of GenAI applications

knowledge-rag

Drop docs, search instantly from Claude Code — 12 MCP tools, 20 format parsers, hybrid search + reranking. Zero servers, zero API keys, 100% local.

ragbits-guardrails

Building blocks for rapid development of GenAI applications

ragbits-chat

Building blocks for rapid development of GenAI applications

ragbits-agents

Building blocks for rapid development of GenAI applications

flamehaven-filesearch

FLAMEHAVEN FileSearch - Open source semantic document search with multi-provider LLM support (Gemini, OpenAI, Claude, Ollama)

file-brain

Smart local file search app that understands your files

contextlite

Database Freedom Platform - Mathematical search optimization for whatever database you already have. 27,000x faster than vector databases with SMT-powered search across 8+ database types. One-time 9-2999 vs 00-500/month recurring.

paperai

📄 🤖 AI for medical and scientific papers

ragbits-conversations

Building blocks for rapid development of GenAI applications

chunksilo

Local semantic search over your documents via MCP. pip install, point at your docs, search by meaning.

jamesql

An in-memory NoSQL database implemented in Python.

fathom-mcp

File-first knowledge base MCP server with ugrep search

iflow-mcp-toolfront

Build AI applications in Markdown.