# serverless/aws-ai-stack

AWS AI Stack – A ready-to-use, full-stack boilerplate project for building serverless AI applications on AWS

Repository: https://github.com/serverless/aws-ai-stack
Canonical: https://ross.abutalabs.com/products/aws-ai-stack
Homepage: https://awsaistack.com
Language: JavaScript
License Family: other
Topics: aws, aws-bedrock, aws-lambda, claude-ai, full-stack, llama3, serverless, serverless-framework
Last push: 2026-05-12T14:10:37+00:00

## Health v2 (maintenance only)
Score: 60/100 (v2, computed 2026-09-03T02:20:16.233290+00:00)
- activity 82, release rhythm 35, longevity 52
- inputs: {"age_days": 728, "days_push": 113, "days_rel": null, "gap_med": null, "n_releases_24m": 0}
- flags: no_releases, no_license
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 1007, forks 91 (observed 2026-08-28T04:03:12.414454+00:00)

## What it is
AWS AI Stack is a full-stack boilerplate for building serverless AI applications on AWS, combining Lambda, API Gateway, DynamoDB, EventBridge, and AWS Bedrock LLMs with a React frontend. It ships with built-in authentication, streaming AI chat, multi-environment configuration, and GitHub Actions CI/CD.

## Use cases
- build a serverless AI chatbot on AWS
- start an AI app with Bedrock models like Claude or Llama
- create a full-stack SaaS boilerplate with auth and API
- deploy streaming LLM responses via Lambda
- set up event-driven serverless architecture on AWS
- bootstrap an AI application with CI/CD and custom domains

## When to choose
- you want a production-ready AWS serverless foundation for an AI chat app
- you need data privacy by keeping app data within AWS via Bedrock
- you want built-in auth, event-driven workers, and CI/CD out of the box
- you prefer pay-per-use serverless scaling over managing servers

## When to avoid
- you need a framework-agnostic or non-AWS cloud solution
- you want a lightweight library rather than an opinionated full-stack template
- you require a permissive license for commercial use (no license is specified)
- your stack is not JavaScript/Node.js based

## Facets
- artifact type: learning-resource
- maturity: active
- function: auth, llm-inference, chatbot, api-framework, http-server, deployment, ci-cd, workflow-automation, developer-tools
- domain: artificial-intelligence, large-language-models, chatbots, web-development, backend, cloud-computing, self-hosted, developer-tools
- platform: cloud, serverless
- tags: aws-bedrock, aws-lambda, serverless-framework, boilerplate, full-stack, api-gateway, dynamodb, eventbridge, streaming, starter-template, boilerplate, nodejs, javascript, react

## Member repositories
- serverless/aws-ai-stack (main) score 60

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:03:12.414454+00:00.
- Health v2: computed from the inputs above; adoption is never an input.
- Inferred fields (summary, facets, guidance): AI-extracted, prompt v1, taxonomy v1, on 2026-08-30T08:33:51.845312+00:00, confidence not recorded.
  - readme: https://github.com/serverless/aws-ai-stack (fetched 2026-08-28T04:03:12.414454+00:00, sha ac0641658903)
  - homepage: https://awsaistack.com (fetched 2026-08-29T13:12:42.035376+00:00, sha 1a1ef3252a89)
- Data as of 2026-08-30T08:39:29.467469+00:00.