Feb 21, 2026

Cortex

ai data-dictionary database schema-extraction data-quality llm documentation fastapi hackathon nextjs

Cortex is a Data Dictionary Agent that connects to enterprise databases, extracts schema metadata, profiles data quality and generates business-friendly documentation using AI. Most teams waste hours manually documenting their databases. Cortex does it in minutes. It connects to PostgreSQL, Snowflake, SQL Server or SQLite, pulls every table, column, type and relationship then runs data quality profiling (null rates, uniqueness, freshness). An LLM reads the raw metadata and writes plain-English descriptions that non-technical stakeholders can actually understand. A built-in chat interface lets users ask questions about their schema in natural language. The final output is an exportable data dictionary in Markdown, PDF or CSV

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