Preparing sample documents…
Ask Your Documents
Upload PDFs and get instant answers with exact citations.
✓ Citations provided
✓ Retrieval-Augmented Generation (RAG)
✓ Upload your own files
How It Works
1
Upload
PDF/DOCX files
2
Index
Chunk & embed
3
Ask
Natural language
4
Verify
Check citations
Simple Explanation
Upload your documents → Like giving books to a librarian
AI reads everything → Remembers what's in each document
Ask in plain English → "What's the warranty period?"
Get precise answers → With exact page citations
Technical Details
Document Ingestion: PDF/DOCX → Text Extraction → Metadata Capture
Text Processing: Raw Text → Token-Aware Chunking → Deduplication
Vector Storage: Text Chunks → OpenAI Embeddings → pgvector
Retrieval & Generation: Query → Vector Search → Context Assembly → GPT-4o
Powered by OpenAI • Vector Search via pgvector • Built with FastAPI & Next.js
Built by Lucas Hadin