retrieve

Community

Search knowledge base with RAG.

Authorkyopark2014
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill enables users to efficiently find information within a knowledge base by leveraging Amazon Bedrock's Retrieval-Augmented Generation (RAG) capabilities, eliminating the need to manually sift through documents.

Core Features & Use Cases

  • Knowledge Base Search: Query indexed documents using keywords.
  • RAG-based Retrieval: Utilizes vector search for relevant content.
  • Source Referencing: Provides URLs and titles for retrieved content.
  • Use Case: A user needs to understand cloud architecture best practices. They can use this Skill to query the knowledge base, and it will return relevant document chunks with links to the original sources.

Quick Start

Use the retrieve script to query the knowledge base for information about cloud architecture.

Dependency Matrix

Required Modules

boto3

Components

scripts

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: retrieve
Download link: https://github.com/kyopark2014/agent-plugins/archive/main.zip#retrieve

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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