SQL Generation Agent
SQL generation Agent: Transform natural language into accurate SQL queries.
Publisher
Capgemini Technologies
Industry Type
Financial Services
Product Details
This agent generates SQL from a natural language prompt. It is part of an AI-powered reporting assistant that converts natural language queries into accurate SQL, runs them in Big Query, generates the corresponding Look ML, and invokes Looker to build dynamic dashboards.
The assistant simplifies regulatory reporting by automating SQL, Look ML, and interactive Looker dashboards, which reduces manual effort and improves reporting efficiency. It serves financial services professionals who need AI-powered regulatory reporting. It uses Google Cloud, Dialog Flow CX, Vertex AI, Cloud Function, Cloud Run, A2A, Looker, and Big Query.
Key Use Cases
Automated Regulatory SQL Generation
Translates complex natural language inquiries from compliance officers into optimized BigQuery SQL to extract transaction and risk metrics without manual database coding.
LookML Semantic Modeling & Dashboarding
Automatically generates LookML models and invokes Looker APIs to create real-time supervisory dashboards directly from financial data stores.
Explore detailed deployment path
Requires Gemini. Access integration prerequisites, specialized agent configuration guides, and implementation documentation.