RAG Agent on Internal Company Documents

The Challenge

Knowledge spread across 1000+ internal documents — staff wasted hours searching for protocols and compliance guidelines. High onboarding time for new hires.

Our Solution

Built RAG pipeline ingesting all documents, enabling natural language Q&A over the entire knowledge base with strict source citations.

Key Features

• Automated document ingestion pipeline (PDFs, Word)
• Semantic and keyword hybrid search
• Source citation with link-backs
• Feedback loop for incorrect answers