Building Serverless RAG Applications with Couchbase and Amazon Bedrock: A Cost-Effective and Scalable AI Solution

Couchbase's vector search capabilities to retrieve relevant enterprise data. The retrieved data is then passed to Amazon Bedrock, which generates a response based on the combined foundation model and enterprise data. The final response is sent back to the user through API Gateway. This Serverless RAG architecture enables organizations to leverage their unique data with foundation models, providing more accurate and trustworthy responses while maintaining cost efficiency.