Orama
ActiveDescription
A complete search engine and RAG pipeline in your browser, server, or edge network. Supports full-text, vector, and hybrid search in less than 2kb. Perfect for building AI-powered search experiences anywhere.
Key Features
- Full-text, vector, and hybrid search in under 2KB
- GenAI chat sessions with built-in answer engine
- Typo tolerance, BM25 ranking, and stemming in 30 languages
- Geosearch and facets for location-aware and faceted queries
- Plugin system for embeddings, AI, and custom integrations
- Runs anywhere: browser, Node.js, Deno, and edge networks
Use Cases
π‘ Build AI-powered site search for documentation and blogs
π‘ Create RAG pipelines with vector embeddings for LLM applications
π‘ Add faceted e-commerce product search with typo tolerance
π‘ Implement geosearch for location-based services and map apps
π‘ Power real-time search experiences in serverless edge functions
Categories
Quick Start
npm install @orama/orama β create({ schema: { name: 'string', price: 'number' } }) β insert(db, { name: 'Item', price: 9.99 }) β search(db, { term: 'Item' })