Intelligent Data Dictionary Agent
Link to open source: https://github.com/GOUTHAM-2905/Google_Hackfest#
Problem Description:
- Enterprise databases contain highly complex schemas, but their documentation is often missing, outdated, or overly technical for non-expert users.
- This lack of clear, accessible information makes it difficult for analysts and business users to understand the meaning, structure, and quality of the data.
- As a result, users struggle to confidently interpret datasets, leading to inefficiencies in data usage and increased chances of errors in analysis.
- Additionally, organizations become heavily dependent on technical teams for data interpretation and validation, creating bottlenecks in decision-making processes and slowing down overall productivity in data-driven environments.
Solution :
Problem Description:
- Automated end-to-end pipeline (metadata → analysis → documentation)
- AI-generated business context for technical schemas
- Natural language access to database knowledge
- Integrated data quality insights within documentation
- Multi-format documentation (JSON + Markdown)
This build was uploaded as a hackathon project