I will build a rag chatbot and retrieval pipeline for your documents and knowledge base

I build RAG chatbots and retrieval pipelines that actually work on real business documents not Streamlit demos that break on anything beyond simple PDFs.

I built the retrieval system behind AskTuring.ai, an enterprise AI knowledge base that processes 15+ document formats with accuracy that outperformed every off-the-shelf RAG solution we tested.

If you have tried a basic RAG setup and got frustrated by wrong answers, hallucinations, or missed context from tables and images that is exactly what I solve.

What I build that basic RAG chatbot gigs do not:

• Custom chunking strategies optimized per document type (not one-size-fits-all 512-token splits)
• Hybrid retrieval combining semantic search + BM25 for dramatically better recall
• Citation tracking with source provenance know exactly where every answer comes from
• Multi-format document handling: tables, scanned PDFs, images, spreadsheets, mixed-content docs
• Evaluation pipelines with retrieval metrics so you can measure quality
• Production deployment with monitoring a real API, not a demo

Message me before ordering to discuss your RAG chatbot requirements.