Google Cloud Platform
Launch a Weaviate cluster from the Google Cloud Platform (GCP) marketplace. Weaviate integrates with Google AI Studio and Google Vertex AI.
GCP and Weaviate
Weaviate integrates with GCP infrastructure and services like Google AI Studio and Vertex AI.
Our Resources
The resources are broken into two categories:
Hands on Learning: Build your technical understanding with end-to-end tutorials.
Read and Listen: Develop your conceptual understanding of these technologies.
Hands on Learning
| Topic | Description | Resource |
|---|---|---|
| Build a multimodal application using Gemini Flash | This notebook shows you how to use Weaviate and Gemini Flash to build a multimodal application. | Notebook |
| BigQuery and Weaviate | Sync data between BigQuery and Weaviate using DSPy. | Notebook |
| Semantic Search with Gemini Ultra | This notebook shows you how to use Weaviate and Gemini Ultra. | Notebook |
| Weaviate Query Agent with Gemini API | Use the Query Agent as a tool with the Gemini API. | Notebook |
| Weaviate Query Agent with Vertex AI | Use the Query Agent as a tool with Vertex AI. | Notebook |
| Deploy a Weaviate vector database on GKE | This tutorial shows you how to deploy a Weaviate vector database cluster on Google Kubernetes Engine (GKE). | Guide |
| Personalized Product Descriptions with Weaviate and the Gemini API | Learn how to embed your data, run a semantic search, make a generative call to the Gemini API and store the output back in your database. | Notebook |
Read and Listen
| Topic | Description | Resource |
|---|---|---|
| Weaviate on Vertex AI RAG Engine: Building RAG Applications on Google Cloud | Learn how to build RAG Applications on Google Cloud using the new RAG Engine on Vertex AI. | Blog |