Demo of a customer service agent (Cymbal Air) using LangGraph, Tools, and RAG to interact with Google Cloud Databases via MCP Toolbox.
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Updated
Apr 15, 2026 - Python
Demo of a customer service agent (Cymbal Air) using LangGraph, Tools, and RAG to interact with Google Cloud Databases via MCP Toolbox.
Reusable database fixtures for any and all databases.
TPC-H_SF10
Cloud Networking config solution makes it easy for you to connect your on-premises network or VPC to Google-managed services.The solution simplifies complex network configurations and takes care of that for you, so you can focus on your business. Plus, it's designed to be scalable and reliable, so you can count on it to handle your growing needs.
A Java library for connecting securely to your AlloyDB instances.
Connect to private Google Cloud SQL/AlloyDB instance from local machine through Cloud SQL Auth Proxy/AlloyDB Auth Proxy running in Kubernetes.
AI-Powered Multi-Agent System for Smart Kitchen Renovation. Built with Vertex AI, ADK, MCP Toolbox, and Gemini 2.5, this project simulates intelligent collaboration between agents to optimize kitchen renovation tasks.
Under development :) AI-powered Narrative Engine that turns any franchise into a persistent, interactive world. Demo: The Continental (John Wick universe). Built with ADK, Vertex AI, AlloyDB, Cloud Run, and MCP Toolbox for Databases.
Autonomous Multi-Agent Emergency Response System built with Google ADK, Gemini Models, and Managed MCP. Orchestrates incident triage, stakeholder communication, and automated post-mortems.
Build an autonomous supply chain with Gemini 3 Flash Code Execution & AlloyDB AI ScaNN. Deterministic vision + semantic search + A2A protocol.
This repository showcases an implementation of a chat application leveraging the power of Large Language Models (LLMs) and Retrieval-Augmented Generation (RAG). By integrating AlloyDB and Vertex AI, the application delivers precise, contextually relevant responses to flight and airport inquiries.
Query a live bookstore database using plain English. Powered by Gemini AI for natural language understanding and AlloyDB (PostgreSQL) for storage, this assistant converts questions to SQL, executes them, and returns friendly answers via a chat interface deployed on Google Cloud Run.
AI-powered restaurant discovery platform using Flask and AlloyDB AI. Features custom NL-to-SQL logic via Gemini API and semantic vector search for localized Austin dining
Toy Store Search App is an AI-powered toy shopping application that allows users to search for toys using text, images, or even design custom creations. Built with Spring Boot and Python, it integrates with Google Cloud technologies like AlloyDB, pgvector, Gemini 2.0 Flash, and Imagen 3.
An AI-driven nutrition analyzer using Multi-Agent orchestration and 2026 Australian HSR logic to turn complex food labels into actionable health scores.
A spring boot 3.0 API implementing all basic CRUD operations for an ARTICLE tables from a PostgreSQL database. The database runs as an instance in the Cloud SQL for PostgreSQL. The API runs as a container in the Cloud Run serverless services. Both services from Google Cloud Platform (GCP).
RAG Implementation using Gemini Embeddings, CloudSQL, AlloyDB, and Vector Search
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