Aws Knowledge Base Retrieval

概要

The AWS Knowledge Base Retrieval tool is an MCP server implementation that facilitates retrieving information from an AWS Knowledge Base using the Bedrock Agent Runtime. It enables Retrieval-Augmented Generation (RAG) by retrieving context from the AWS Knowledge Base based on a user query and a specified Knowledge Base ID. The tool supports retrieving multiple results and returns both the raw context and structured RAG sources with metadata, allowing for flexible processing of the results. Configuration options include using IAM Access Keys or AWS SSO for authentication, and the ability to configure default Knowledge Base IDs.

主な機能

• RAG (Retrieval-Augmented Generation) for AWS Knowledge Base
• Supports retrieval of multiple results
• Returns raw context and structured RAG sources
• Supports IAM Access Keys and AWS SSO for authentication
• Optional configuration of default Knowledge Base IDs

ユースケース

• Integrating AWS Knowledge Base search into conversational AI applications
• Providing contextual information to large language models
• Building question answering systems powered by AWS Knowledge Base