serverless-rag-demo — Agent Tool by aws-samples

by aws-samples · Agent Tool · ★ 225

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About serverless-rag-demo

Serverless RAG Demo v2 Scalable RAG and Multi-Agent workflows powered by Amazon Bedrock, OpenSearch Serverless NextGen, and Bedrock AgentCore. Features Document Chat — Upload documents, ask questions with hybrid search (BM25 + KNN), per-user document isolation Multi-Agent — Strands Graph orchestrator with specialist nodes: code generation, presentations, web search, weather, retrieval Architecture ┌──────────────────────────────────────────────────────────────────┐ │ CloudFront │ │ Default behavior → S3 (React UI static build) │ │ + runtime-config.json (Cognito, API URLs) │ └──────────────────────────┬───────────────────────────────────────┘ │ ┌────────────┴────────────┐ │ Cognito Auth │ └────────────┬────────────┘ │ ┌─────────────────┼─────────────────┐ │ │ │ ▼ ▼ ▼ ┌─────────────┐ ┌─────────────┐ ┌─────────────────┐ │ API GW │ │ API GW │ │ S3 Upload │ │ (WSS) │ │ (REST) │ │ (Presigned) │ └──────┬──────┘ └──────┬──────┘ └────────┬────────┘ │ │ │ ▼ ▼ ▼ ┌─────────────┐ ┌─────────────┐ ┌─────────────────┐ │ AgentCore │ │ A

anthropicclaudehaikuopensearchopensearchserverlessragsonnetstrandsstrands-agents

Quick Facts

Stars225
Forks69
LanguageTypeScript
CategoryAgent Tool
LicenseMIT-0
Quality Score67.4527060301249/100
Open Issues8
Last Updated2026-08-02
Created2023-08-23
Platformsclaude-code, node
Est. Tokens~7542k

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Frequently Asked Questions

What is serverless-rag-demo?

serverless-rag-demo is Amazon Bedrock Foundation models with Amazon Opensearch Serverless as a Vector DB. It is categorized as a Agent Tool with 225 GitHub stars.

What programming language is serverless-rag-demo written in?

serverless-rag-demo is primarily written in TypeScript. It covers topics such as anthropic, claude, haiku.

How do I install or use serverless-rag-demo?

You can find installation instructions and usage details in the serverless-rag-demo GitHub repository at github.com/aws-samples/serverless-rag-demo. The project has 225 stars and 69 forks, indicating an active community.

What license does serverless-rag-demo use?

serverless-rag-demo is released under the MIT-0 license, making it free to use and modify according to the license terms.

What are the best alternatives to serverless-rag-demo?

The top alternatives to serverless-rag-demo on Agent Skills Hub include claude-model-router-hook, value-for-fable, mcp-framework. Each offers a different approach to the same problem space — compare them side-by-side by stars, quality score, and community activity.

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