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Redash natural-language chatbot
LLMsFlaskRedashDocker

Redash natural-language chatbot

2024Training project

A training project that converts natural-language questions into SQL and returns the result through Redash.

The problem

Exploring data in Redash meant writing SQL, which blocked non-technical users from answering their own questions.

What I did

  • Built a Redash add-on that turns plain-English questions into SQL.
  • Returned results and visualizations without the user writing a query.

Results

  • Demonstrated a natural-language interface for querying and visualizing data in Redash.