Semantic search

Hister is a privacy-focused, self-hosted search engine that indexes browsing history and local content with full-text search and semantic...

Zvec is an open-source, in-process vector database written in C++ that embeds directly into applications for low-latency similarity search over...

Zotero MCP connects your Zotero research library to Claude, ChatGPT, and other AI assistants via the Model Context Protocol, enabling semantic...

Semantica is a Python framework for building AI systems with full explainability, auditability, and provenance tracking through knowledge graphs,...

LOTUS is a Python framework for bulk processing unstructured and structured data using LLMs and agents at scale, with optimization for accuracy and...

Memsearch provides a persistent, unified semantic memory layer for AI coding agents (Claude Code, OpenClaw, OpenCode, Codex CLI) by combining...

WeKnora is an enterprise-grade, LLM-powered knowledge platform that transforms raw documents into queryable RAG systems, autonomous reasoning agents,...

SimpleMem is a Python library that enables LLM agents to build and manage efficient lifelong memory systems using semantic lossless compression,...

docmd is a static site generator that converts Markdown documentation into production-ready websites with zero configuration. Built for developers...

SocratiCode is an open-source codebase intelligence engine that provides semantic search, dependency analysis, and impact tracking across large...

Code-Graph-RAG is a specialized retrieval-augmented generation system designed specifically for analyzing and querying multi-language codebases at...

Typesense is an open-source search engine offering typo-tolerant full-text search, vector search, and faceting capabilities as an alternative to...

SIE is an open-source inference engine that consolidates 85+ pre-configured models (embeddings, rerankers, LLMs, OCR, safety guards) into a single,...

LanceDB is an embedded vector database designed for multimodal AI applications, enabling fast similarity search across billions of vectors alongside...

Claude Context is an MCP plugin that integrates semantic code search into Claude Code and other AI coding agents, enabling them to efficiently find...

CocoIndex is an incremental indexing engine for AI agents that continuously processes only changed data (deltas) from enterprise sources like...

JustHireMe is a local-first desktop workbench for job seekers that combines web scraping, AI-powered job ranking, and tailored application material...

This is an official Qdrant MCP (Model Context Protocol) server that enables LLM applications to store and retrieve information from Qdrant's vector...

SentrySearch is a semantic video search engine that indexes video footage by splitting it into chunks, embedding them using Gemini Embedding 2,...

This repository is a curated collection of 42+ runnable Jupyter notebooks demonstrating advanced RAG (Retrieval-Augmented Generation) techniques,...

Weaviate is an open-source, cloud-native vector database that combines vector similarity search with structured filtering, RAG, and reranking in a...

Khoj is a self-hosted AI assistant platform that integrates local and cloud LLMs with semantic search over user documents and web content. It serves...

MTEB is a comprehensive benchmarking toolkit for evaluating text embeddings and retrieval systems across multiple languages and modalities. It...

Smart Connections is an Obsidian plugin that uses local embeddings to surface semantically related notes and excerpts while writing, functioning as a...

ChunkHound is a local-first codebase intelligence tool that uses semantic code chunking (cAST algorithm) and multi-hop search to help AI assistants...

grepai is a privacy-first CLI tool that enables semantic code search using vector embeddings, allowing developers to query codebases by intent rather...

Airweave is an open-source context retrieval layer designed specifically for AI agents and retrieval-augmented generation (RAG) systems. It provides...

Memvid is a single-file memory layer for AI agents that packages embeddings, search indices, and metadata into a portable, serverless format,...

A structured 21-lesson curriculum from Microsoft designed to teach beginners how to build Generative AI applications using OpenAI, Azure OpenAI, and...

SearchCLI is a command-line interface for integrating AI-powered search, recommendation, and conversational retrieval capabilities from Volcengine...