I will build an ai chatbot that answers from your documents using rag

Do you have documents your team keeps digging through manuals, contracts, reports, textbooks? I'll build you an AI chatbot that answers questions from them directly, in plain language.

Most "chat with PDF" tools guess. Mine are built to be accurate:

Hybrid search combines meaning-based and keyword search so exact names, codes and numbers aren't missed

Grounded answers replies come from your documents, not the model's imagination

Measured quality I evaluate retrieval accuracy with RAGAS instead of hoping it works

Handles scanned PDFs with built-in OCR

What you get: clean, documented code you fully own, a working API or UI, and setup instructions.

I'm an AI engineer building production AI systems used by real customers multi-agent assistants, RAG pipelines, and fine-tuned models. My RAG backend scores 0.89 faithfulness and 0.93 context recall on formal evaluation.

I also work in Arabic including dialects if your content isn't in English.

Not sure which package fits? Message me with what you're trying to build and I'll tell you honestly what it needs.