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General

Metabase Semantic Question Recommender & Auto-Analyst

metabase exposes dashboards, questions, and query results; chroma stores vector embeddings of past questions and their results; -code-interpreter runs statistical analysis on query outputs. Together the product learns which questions users ask most, semantically clusters them, and proactively surfaces related analyses or anomalies — acting as an AI analyst that knows your BI history and can extend it computationally.

Tools connected

  • Docker
  • Chroma

What it automates

query_results → chroma.embed_and_store(question+result) → chroma.semantic_search(new_question) → -code-interpreter.statistical_analysis

Want this one built?

Schedule it and we'll build it in the next 24 hours — you'll get an email the moment it goes live.