DataSentinal AI (An Intelligent Data Dictionary Agent)
Link to open source: https://github.com/CODERUDRA-X/intelligent-data-dictionary-agent
Intelligent Data Dictionary Agent is a software-only solution that connects to enterprise relational databases and automatically generates structured, AI-enhanced data documentation.
The system extracts schema metadata (tables, columns, constraints), evaluates data health metrics such as completeness, uniqueness, and integrity, and detects potentially sensitive (PII) columns based on intelligent pattern analysis.
Unlike traditional schema viewers that only display structural information, our system interprets business meaning and provides contextual insights through a conversational interface. Users can query their database schema in natural language to understand relationships, primary keys, and data quality indicators.
This build was uploaded as a hackathon project
