alloydbai : Foundational AI Agent Secure Database Access # AlloyDB # MCP Toolbox # API # ADK
- Configure AlloyDB database for vector search and store embeddings.
- Create simple API wrapper for MCP Toolbox for Databases using FastAPI.
- Deploy MCP Toolbox as a private, secure API service on Cloud Run.
- Set up Agent Development Kit (ADK) environment according to best practices.
- Build custom ADK tool that securely calls a private Cloud Run service.
- Create & run an ADK agent that uses the custom tool to answer questions.
Finance: An agent for a financial advisor queries a client's structured portfolio holdings & unstructured market analysis reports to answer questions about investment performance.
Retail: A customer service agent accesses a customer's structured order history & unstructured product troubleshooting guides to resolve an issue.
Logistics: A supply chain manager's agent pulls structured inventory data & unstructured shipping lane risk assessments to find the most efficient delivery route.
