Redash Chatbot Add-on
Conversational BI extension enabling natural language queries, SQL generation, and live data visualization.
Redash Chatbot Add-on is a conversational Business Intelligence (BI) extension for Redash. It combines NLP and Large Language Models to allow analysts and non-technical stakeholders to query data sources in natural language, automatically generate SQL, and render visualizations right inside the dashboard interface.
Key Capabilities
- Conversational Queries: Query connected SQL and NoSQL data sources using plain English without requiring manual query construction.
- Automated SQL Generation: Converts natural language intent into valid, optimized SQL statements for the active Redash schemas.
- Inline Visualizations: Renders charts, summaries, and tabular insights directly inside the interactive chat drawer.
- Tech Stack: Python, Redash Plugin Architecture, Flask, React, TypeScript, Docker, OpenAI API.