Ingest data into multiple Knowledge Bases and evaluate the performance with your test suite of prompts
This workflow creates multiple Knowledge Bases, performs an ingestion job into a vector database, and runs evaluation jobs for you to assess the effectiveness of your ingestion jobs.
This is done by making use of Step Functions Parallel state to run multiple testing flows in parallel
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Clone repo
git clone https://github.com/aws-samples/step-functions-workflows-collection/tree/main/bedrock-evaluations-sam/cd step-functions-workflows-collection/bedrock-evaluations-sam
Deploy
sam deploy --guided
Testing
See the GitHub repo for detailed testing instructions.
Cleanup
1. Delete any documents stored in the S3 buckets.
2. Delete the stack:
sam delete.Additional resources
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