This pattern uses AWS Lambda to generate vector embeddings from text data uploaded to S3 using Amazon Bedrock.
When a new object is uploaded to an S3 bucket, S3 detects the putObject event and invokes a Lambda function asynchronously, passing details about the uploaded object. The Lambda function then retrieves the object's content and sends it to the Amazon Bedrock Titan Embedding service, which generates vector embeddings representing the content's meaning and context.
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Clone repo
git clone https://github.com/aws-samples/serverless-patterns/cd serverless-patterns/s3-lambda-bedrock-js-samDeploy
sam buildsam deploy --guidedTesting
See the GitHub repo for detailed testing instructions.
Cleanup
sam delete
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