
AI-Powered Knowledge Base & RAG Chatbot
From documents to intelligent answers.
Built an AI-powered knowledge base that lets users chat with uploaded documents and get accurate, context-aware answers.
Challenge
Teams struggle to find relevant information buried in documents, manuals, and shared files.
Solution
A RAG-based chatbot that processes documents, generates embeddings, stores them in a vector database, and retrieves the most relevant content for each question.
Key Features
- Document ingestion workflow
- Automated document processing
- Vector embeddings & semantic search
- AI-powered retrieval
- Conversational question answering
- Knowledge base updates when documents change





