oramasearch/oramacore

Search infrastructure for AI

🌌 A complete search engine and RAG pipeline in your browser, server or edge network with support for full-text, vector, and hybrid search in less than 2kb.

💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows

Open Source alternative to Algolia + Pinecone and an Easier-to-Use alternative to ElasticSearch ⚡ 🔍 ✨ Fast, typo tolerant, in-memory fuzzy Search Engine for building delightful search experiences

🔍 AI search engine - self-host with local or cloud LLMs

Self-hostable RAG platform - document ingestion, embedding, and vector search behind a simple REST API

Self-hosted AI knowledge base with hybrid semantic search (pgvector + FTS + RRF), MCP server, multi-provider LLM inference (Ollama, OpenAI, OpenRouter, llama.cpp), multimodal ingestion (vision, audio transcription, speaker diarization), and knowledge graph. Rust + PostgreSQL.

An AI-powered search engine with a generative UI

An open source, modular, lightweight, and extensible RAG application stack, designed for anyone and everyone.