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aws-samples / Serverless-Retrieval-Augmented-Generation-RAG-on-AWS

A full-stack serverless RAG workflow. This is thought for running PoCs, prototypes and bootstrap your MVP.
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Enhanced prompt flexibility with SSM parameter integration #14

Closed kirtandudhatra closed 3 months ago

kirtandudhatra commented 3 months ago

Issue #, if available: N/A

Description of changes:

Summary

This pull request introduces dynamic prompt management for the Serverless Retrieval-Augmented Generation (RAG) framework on AWS by integrating AWS Systems Manager (SSM) parameters.

Changes

  1. Integration with AWS Systems Manager (SSM):

    • Added functionality to retrieve and manage prompts dynamically using SSM parameters.

  2. Code Modifications:

    • Updated Lambda functions to fetch prompts from SSM.
    • Modified configuration files to support SSM parameter integration.
    • Added resource creation in AWS CDK for managing SSM parameters.

  3. Benefits:

    • Enables easy updates and management of prompts without code changes.
    • Enhances adaptability and customization for different retrieval-augmented generation scenarios.

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