search

Ruby integrations for Elasticsearch

SeekStorm: vector & lexical search - in-process library & multi-tenancy server, in Rust.

Fast BM25 search in Python, powered by Numpy and Numba

Laravel Scout provides a driver based solution to searching your Eloquent models.

A 100% private AI voice assistant that lives on your computer (works offline). Talk naturally as if Jarvis is a third person in the room, and get conversational responses. It remembers everything, knows location and time, can check the web, control Chrome, track nutrition, and more with support for unlimited MCPs / tools without context rot.

Sphinx/Manticore plugin for ActiveRecord/Rails

pg_search builds ActiveRecord named scopes that take advantage of PostgreSQL’s full text search

AI video agents framework for next-gen video interactions and workflows.

Telegram MCP server powered by Telethon to let MCP clients read chats, manage groups, and send/modify messages, media, contacts, and settings.

Korvus is a search SDK that unifies the entire RAG pipeline in a single database query. Built on top of Postgres with bindings for Python, JavaScript, Rust and C.

Highly Performant, Modular, Memory Safe and Production-ready Inference, Ingestion and Indexing built in Rust 🦀

Help your LLMs online

Yet another built-in animated search view for Android.

Node.js client for Bing's new AI-powered search. It's like ChatGPT on steroids 🔥

:books: The Open Source Discovery Service

Private web search for AI assistants via SearXNG — supports Claude, Cursor, and any MCP client

Open-source, self-hosted enterprise & site search server built on OpenSearch. Crawls web / file / DB / cloud sources, 20+ languages, REST API, and AI/RAG & semantic search. Apache-2.0.

Notebooks & Example Apps for Search & AI Applications with Elasticsearch

Unified TUI and CLI to index and search your local coding agent session history across 11+ providers (Codex, Claude, Gemini, Cursor, Aider, etc.)

Search + Chat = SearChat(AI Chat with Search), Support OpenAI/Anthropic/VertexAI/Gemini, DeepResearch, SearXNG, Docker. AI对话式搜索引擎，支持DeepResearch, 支持OpenAI/Anthropic/VertexAI/Gemini接口、聚合搜索引擎SearXNG，支持Docker一键部署。