shenmintao/marginalia
A library-science-inspired personal knowledge management system with LLM agents
Self-hosted RAG search engine โ 34 formats, BM25+hybrid search, multi-LLM (Gemini/OpenAI/Claude/Ollama), FastAPI + Docker, production-ready in 3 min
$ git clone https://github.com/flamehaven01/Flamehaven-Filesearch.gitA library-science-inspired personal knowledge management system with LLM agents
Local RAG MCP server for Claude Code โ hybrid search (semantic + BM25), cross-encoder reranking, 13 MCP tools, 20 format parsers. Zero external servers, zero API keys.
VectorRAG.Net is a .NET-native high-performance vector database library for semantic search and RAG (Retrieval-Augmented Generation). Core search is based on Random Hyperplane LSH candidate generation with exact rerank by dot/cosine.
Ask questions about your Obsidian notes using local AI. Privacy-first RAG with Ollama, LM Studio, or any OpenAI-compatible server. Obsidian plugin + Docker + PyPI.
Convert documents to structured data effortlessly. Unstructured is open-source ETL solution for transforming complex documents into clean, structured formats for language models. Visit our website to learn more about our enterprise grade Platform product for production grade workflows, partitioning, enrichments, chunking and embedding.
One Postgres for your application data, full-text search, vector retrieval, and aggregations. Home of the pg_search extension.
Data from GitHub ยท snapshot Sep 24, 2026