{"adoption": {"forks": 91, "observed_at": "2026-08-28T04:03:12.414454+00:00", "stars": 1007}, "canonical_url": "https://ross.abutalabs.com/products/aws-ai-stack", "card": {"archived": false, "artifact_type": "learning-resource", "description": "AWS AI Stack – A ready-to-use, full-stack boilerplate project for building serverless AI applications on AWS", "domain": ["artificial-intelligence", "large-language-models", "chatbots", "web-development", "backend", "cloud-computing", "self-hosted", "developer-tools"], "enriched": true, "function": ["auth", "llm-inference", "chatbot", "api-framework", "http-server", "deployment", "ci-cd", "workflow-automation", "developer-tools"], "health_score": 69, "homepage": "https://awsaistack.com", "language": "JavaScript", "license": null, "license_family": "other", "maturity": "active", "member_repos": ["serverless/aws-ai-stack"], "name": "serverless/aws-ai-stack", "platform": ["cloud", "serverless"], "pushed_at": "2026-05-12T14:10:37+00:00", "repo": "serverless/aws-ai-stack", "stars": 1007, "tags": ["aws-bedrock", "aws-lambda", "serverless-framework", "boilerplate", "full-stack", "api-gateway", "dynamodb", "eventbridge", "streaming", "starter-template", "boilerplate", "nodejs", "javascript", "react"], "topics": ["aws", "aws-bedrock", "aws-lambda", "claude-ai", "full-stack", "llama3", "serverless", "serverless-framework"], "urls": [], "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"], "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.", "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"], "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"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/aws-ai-stack", "repo": "serverless/aws-ai-stack", "role": "main", "score": 60}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:03:12.414454+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T08:33:51.845312+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "ac06416589038ed3cf8d9e0101a7c31a53187be909074076f395453628e1cb1d", "fetched_at": "2026-08-28T04:03:12.414454+00:00", "kind": "readme", "missing": false, "url": "https://github.com/serverless/aws-ai-stack"}, {"content_hash": "1a1ef3252a8980dff0ff7385c2b42a3c2fcbe10666f058d17e46510ec2efbe3b", "fetched_at": "2026-08-29T13:12:42.035376+00:00", "kind": "homepage", "missing": false, "url": "https://awsaistack.com"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:03:12.414454+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T08:33:51.845312+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "ac06416589038ed3cf8d9e0101a7c31a53187be909074076f395453628e1cb1d", "fetched_at": "2026-08-28T04:03:12.414454+00:00", "kind": "readme", "missing": false, "url": "https://github.com/serverless/aws-ai-stack"}, {"content_hash": "1a1ef3252a8980dff0ff7385c2b42a3c2fcbe10666f058d17e46510ec2efbe3b", "fetched_at": "2026-08-29T13:12:42.035376+00:00", "kind": "homepage", "missing": false, "url": "https://awsaistack.com"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T08:33:51.845312+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "ac06416589038ed3cf8d9e0101a7c31a53187be909074076f395453628e1cb1d", "fetched_at": "2026-08-28T04:03:12.414454+00:00", "kind": "readme", "missing": false, "url": "https://github.com/serverless/aws-ai-stack"}, {"content_hash": "1a1ef3252a8980dff0ff7385c2b42a3c2fcbe10666f058d17e46510ec2efbe3b", "fetched_at": "2026-08-29T13:12:42.035376+00:00", "kind": "homepage", "missing": false, "url": "https://awsaistack.com"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:03:12.414454+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:03:12.414454+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:03:12.414454+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T08:33:51.845312+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "ac06416589038ed3cf8d9e0101a7c31a53187be909074076f395453628e1cb1d", "fetched_at": "2026-08-28T04:03:12.414454+00:00", "kind": "readme", "missing": false, "url": "https://github.com/serverless/aws-ai-stack"}, {"content_hash": "1a1ef3252a8980dff0ff7385c2b42a3c2fcbe10666f058d17e46510ec2efbe3b", "fetched_at": "2026-08-29T13:12:42.035376+00:00", "kind": "homepage", "missing": false, "url": "https://awsaistack.com"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:03:12.414454+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:03:12.414454+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T08:33:51.845312+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "ac06416589038ed3cf8d9e0101a7c31a53187be909074076f395453628e1cb1d", "fetched_at": "2026-08-28T04:03:12.414454+00:00", "kind": "readme", "missing": false, "url": "https://github.com/serverless/aws-ai-stack"}, {"content_hash": "1a1ef3252a8980dff0ff7385c2b42a3c2fcbe10666f058d17e46510ec2efbe3b", "fetched_at": "2026-08-29T13:12:42.035376+00:00", "kind": "homepage", "missing": false, "url": "https://awsaistack.com"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:03:12.414454+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:03:12.414454+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:03:12.414454+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T08:33:51.845312+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "ac06416589038ed3cf8d9e0101a7c31a53187be909074076f395453628e1cb1d", "fetched_at": "2026-08-28T04:03:12.414454+00:00", "kind": "readme", "missing": false, "url": "https://github.com/serverless/aws-ai-stack"}, {"content_hash": "1a1ef3252a8980dff0ff7385c2b42a3c2fcbe10666f058d17e46510ec2efbe3b", "fetched_at": "2026-08-29T13:12:42.035376+00:00", "kind": "homepage", "missing": false, "url": "https://awsaistack.com"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:03:12.414454+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:03:12.414454+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T08:33:51.845312+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "ac06416589038ed3cf8d9e0101a7c31a53187be909074076f395453628e1cb1d", "fetched_at": "2026-08-28T04:03:12.414454+00:00", "kind": "readme", "missing": false, "url": "https://github.com/serverless/aws-ai-stack"}, {"content_hash": "1a1ef3252a8980dff0ff7385c2b42a3c2fcbe10666f058d17e46510ec2efbe3b", "fetched_at": "2026-08-29T13:12:42.035376+00:00", "kind": "homepage", "missing": false, "url": "https://awsaistack.com"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T08:33:51.845312+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "ac06416589038ed3cf8d9e0101a7c31a53187be909074076f395453628e1cb1d", "fetched_at": "2026-08-28T04:03:12.414454+00:00", "kind": "readme", "missing": false, "url": "https://github.com/serverless/aws-ai-stack"}, {"content_hash": "1a1ef3252a8980dff0ff7385c2b42a3c2fcbe10666f058d17e46510ec2efbe3b", "fetched_at": "2026-08-29T13:12:42.035376+00:00", "kind": "homepage", "missing": false, "url": "https://awsaistack.com"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T08:33:51.845312+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "ac06416589038ed3cf8d9e0101a7c31a53187be909074076f395453628e1cb1d", "fetched_at": "2026-08-28T04:03:12.414454+00:00", "kind": "readme", "missing": false, "url": "https://github.com/serverless/aws-ai-stack"}, {"content_hash": "1a1ef3252a8980dff0ff7385c2b42a3c2fcbe10666f058d17e46510ec2efbe3b", "fetched_at": "2026-08-29T13:12:42.035376+00:00", "kind": "homepage", "missing": false, "url": "https://awsaistack.com"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T08:33:51.845312+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "ac06416589038ed3cf8d9e0101a7c31a53187be909074076f395453628e1cb1d", "fetched_at": "2026-08-28T04:03:12.414454+00:00", "kind": "readme", "missing": false, "url": "https://github.com/serverless/aws-ai-stack"}, {"content_hash": "1a1ef3252a8980dff0ff7385c2b42a3c2fcbe10666f058d17e46510ec2efbe3b", "fetched_at": "2026-08-29T13:12:42.035376+00:00", "kind": "homepage", "missing": false, "url": "https://awsaistack.com"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 82, "longevity": 52, "rhythm": 35}, "computed_at": "2026-09-03T02:20:16.233290+00:00", "flags": ["no_releases", "no_license"], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 728, "days_push": 113, "days_rel": null, "gap_med": null, "n_releases_24m": 0}, "score": 60, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}