ChatData: AI chatbot over your own data
Rupali Kumar
Goal
Business knowledge is spread across documents, web pages and applications, so people waste time hunting for answers.
What we built
ChatData, an AI chatbot that connects to documents, URLs and application data and answers plain-language questions using retrieval (RAG) over those sources only, not the open internet. Sources can be added or changed as the business grows, and an evaluation layer checks answers for factuality, grounding and tone (LLM-as-judge).
Outcome
One place to ask questions of your own data, e.g. "Where is invoice #2841 in approvals?". It can be adopted with your documents or adapted to your data and systems.
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Posted Oct 29, 2026
RAG chatbot that answers plain-language questions from your documents, URLs and app data, with LLM-as-judge answer checks.
