SpecVault
RAG-Powered Document Retrieval with Traceable Citations
Tech Stack
Next.js 16 • React 19 • TypeScript • Supabase pgvector • Voyage AI • Groq • Vercel
<5sResponse Time
100%Cited Answers
$0Monthly Cost
Overview
RAG system with vector search and traceable citations from uploaded PDFs.
Problem
Domain experts spend hours searching through technical documents manually. Scattered documentation across systems leads to missed information and costly errors.
Solution
RAG-powered retrieval engine that ingests PDFs, generates embeddings, and returns precise answers with traceable [1] [2] citations pointing to exact documents and pages.
Architecture
PDF Upload → Text Extraction → Voyage AI Embeddings (1024d) → pgvector Search → Groq Llama 3.3 70B → Cited Answer