I will create a custom rag agent for your business

Are your employees or customers lost in a sea of PDFs, manuals, and internal business documents? I will build a secure, highly accurate RAG (Retrieval-Augmented Generation) AI chatbot tailored specifically to your enterprise data.

Standard LLMs hallucinate and lack access to your private company records. My custom RAG architecture ensures that every answer generated is factual, context-aware, and strictly cited directly from your uploaded documents.

What I Deliver:

• Intelligent Retrieval: Advanced document chunking and vector search to pinpoint exact clauses, part numbers, and policies.
• Multi-Agent Orchestration: Complex query handling and verification using LangGraph for multi-step reasoning.
• Robust Backend Integration: Secure data pipelines built with FastAPI, utilizing MongoDB to manage metadata and track chat histories.
• Interactive UI: Clean, user-friendly frontend deployment using Streamlit.
• Privacy First: Flexible model deployment options, including local execution via Ollama or Hugging Face, ensuring your sensitive data never leaves your servers.

I design systems with strict "no source, no answer" guardrails to guarantee reliability.

Message me today to discuss the use case.