A systematic approach to ongoing evaluation for RAG applications involves scheduling regular offline evaluation cycles aligned with knowledge base updates, tracking metric trends over time, and using insights to guide knowledge base refinements and generator model customization.

Authors

• Person: Not available Organization: Amazon Web Services
  Evaluating RAG applications with Amazon Bedrock knowledge base ...

Sources

• Evaluating RAG applications with Amazon Bedrock knowledge base ... aws.amazon.com Amazon Web Services via serper

Referenced by nodes (2)

• RAG concept
• knowledge base concept