A carefully crafted, thoroughly tested, optimized companion library for SQLAlchemy
Demo of a customer service agent (Cymbal Air) using LangGraph, Tools, and RAG to interact with Google Cloud Databases via MCP Toolbox.
End-to-end DataOps platform deployed by Terraform.
Tag Engine automates the process of creating, updating, deleting, and populating metadata in bulk with the Google Cloud services Data Catalog and Dataplex. Tag Engine is licensed under the Apache 2 license terms. Please make sure to read, understand and agree to the terms of the LICENSE and CONTRIBUTING files before proceeding.
Reusable database fixtures for any and all databases.
Samples showcasing Spanner multi model capabilities - across relational, key/value, vector, full-text search and graph
Like localstack but Google Cloud flavor. Emulate GCP services to use on development environments.
Event-driven logging pipeline built with Python on Google Cloud. Publisher (Cloud Run/Flask) accepts HTTP events and publishes to Pub/Sub; subscriber processes messages and writes structured logs to Spanner. Includes Docker containers, Cloud Build CI/CD, and health checks.
Microservice for managing and collecting user reviews of wines
Knowledge Graph-based Retrieval Augmented Generation (RAG) system that uses path-based retrieval through knowledge graphs for more accurate, explainable, and context-aware LLM responses.
Handling admin-related operations
Wine Administration service securely and accurately manages wine data entry.
Wine Information service ensures secure and easy access to wine data.
When a user misses their daily prompt, was it the app, the network, or just bad timing? A deterministic dbt pipeline that resolves each miss to exactly one cause (upload fault, delivery fault, or timing gap), then picks each user's send time from when they actually open the app.
Google Cloud Spanner storage backend plugin for LightRAG — scalable KV, vector, and graph storage with Spanner Property Graph support
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