RAGKit: Retrieval-Augmented Generation Starter

Production-ready RAG pipeline for building AI apps that answer questions from your documents.

Features

• Document ingestion and chunking
• Vector embedding + similarity search
• Conversation history with context window
• Multi-document source support
• Streaming responses

Stack

• Next.js 14 + TypeScript
• PostgreSQL + pgvector
• Prisma ORM
• OpenAI Embeddings + Chat API

Schema

• Document — title, source, status
• Chunk — text, embedding vector, document ref
• Conversation + Message — chat history

After purchase you will receive access to the private repository.