Amazon Web Services
Overview
Launch a Weaviate cluster from the Amazon Web Services (AWS) marketplace. AWS supports model provider integrations through SageMaker and Bedrock.
AWS and Weaviate
Weaviate integrates with AWS infrastructure and services like Amazon SageMaker and Amazon Bedrock.
Resources
The resources are broken into 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
RAG with Cohere models on Amazon Bedrock and Weaviate
The example use case generates targeted advertisements for vacation stay listings based on a target audience.
Open →RAG with AWS Nova Lite on Bedrock and Weaviate
This notebook will show you how to use the dynamic RAG API to define the model provider at query time.
Open →Multimodal Search with Nova Embeddings
This notebook demonstrates how to build a multimodal search system using AWS Nova embeddings in Weaviate, enabling image search, hybrid search, and the Weaviate Query Agent.
Open →Nova Customization
This notebook will illustrate how to use the open-source Nova Prompt Optimizer to optimize a RAG system.
Open →