Data as of Jul 25, 2026 · Based on 2,718,867 AI responses across 9,511 prompts · See how Parse measures this
Ragstar is an AI data analyst that connects to dbt projects, builds a knowledge base from models and documentation, and allows users to ask data-related questions in plain English via a web dashboard or Slack. It uses PostgreSQL with pgvector for similarity search, embeddings and LLMs for reasoning, and a Next.js frontend with a Django backend.
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