{"adoption": {"forks": 951, "observed_at": "2026-08-28T04:06:25.003979+00:00", "stars": 2193}, "canonical_url": "https://ross.abutalabs.com/products/amazon-bedrock-workshop", "card": {"archived": false, "artifact_type": "learning-resource", "description": "This is a workshop designed for Amazon Bedrock a foundational model service.  ", "domain": ["artificial-intelligence", "large-language-models", "cloud-computing", "tutorials"], "enriched": true, "function": ["machine-learning", "rag", "agent-framework", "llm-inference", "llm-training", "chatbot"], "health_score": 80, "homepage": "https://catalog.us-east-1.prod.workshops.aws/amazon-bedrock/en-US", "language": "Jupyter Notebook", "license": "MIT-0", "license_family": "permissive", "maturity": "active", "member_repos": ["aws-samples/amazon-bedrock-workshop"], "name": "aws-samples/amazon-bedrock-workshop", "platform": ["python", "cloud", "self-hosted"], "pushed_at": "2026-08-24T14:01:14+00:00", "repo": "aws-samples/amazon-bedrock-workshop", "stars": 2193, "tags": ["amazon-bedrock", "aws", "workshop", "jupyter-notebooks", "generative-ai", "foundation-models", "hands-on-labs", "fine-tuning", "knowledge-bases", "retrieval-augmented-generation", "ai-agents"], "topics": [], "urls": [], "use_cases": ["learn how to use amazon bedrock apis", "hands-on labs for building rag with bedrock knowledge bases", "learn to build ai agents on aws", "fine-tune foundation models on bedrock", "summarization and code generation with foundation models", "self-paced generative ai workshop for developers", "deploy open-weight models with an openai-compatible endpoint"], "what_it_is": "A hands-on workshop of Jupyter Notebook labs for Amazon Bedrock, AWS's managed foundation model service. It covers text generation, RAG with Knowledge Bases, model customization/fine-tuning, agentic AI, and serving open-weight models via Bedrock APIs and SDKs.", "when_to_avoid": ["you need production-ready application code rather than educational notebooks", "you use a non-AWS model provider or want provider-agnostic tutorials", "you need a finished product or library to import into your codebase"], "when_to_choose": ["you are a developer or solution builder getting started with Amazon Bedrock", "you want guided, self-paced or instructor-led labs covering text generation, RAG, agents, and customization", "you want working notebook code using Bedrock SDKs and APIs"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/amazon-bedrock-workshop", "repo": "aws-samples/amazon-bedrock-workshop", "role": "main", "score": 73}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:06:25.003979+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T02:47:18.520747+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "58b32b49157b6c5593edc931da68ff96c28c3ade04db5145f609123166a522f0", "fetched_at": "2026-08-28T04:06:25.003979+00:00", "kind": "readme", "missing": false, "url": "https://github.com/aws-samples/amazon-bedrock-workshop"}, {"content_hash": "d95561ca4061f7059f59731f1cbf2edaa808873f5cd17a74ef297d15e7205f4b", "fetched_at": "2026-08-29T10:27:43.811271+00:00", "kind": "homepage", "missing": false, "url": "https://catalog.us-east-1.prod.workshops.aws/amazon-bedrock/en-US"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:06:25.003979+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T02:47:18.520747+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "58b32b49157b6c5593edc931da68ff96c28c3ade04db5145f609123166a522f0", "fetched_at": "2026-08-28T04:06:25.003979+00:00", "kind": "readme", "missing": false, "url": "https://github.com/aws-samples/amazon-bedrock-workshop"}, {"content_hash": "d95561ca4061f7059f59731f1cbf2edaa808873f5cd17a74ef297d15e7205f4b", "fetched_at": "2026-08-29T10:27:43.811271+00:00", "kind": "homepage", "missing": false, "url": "https://catalog.us-east-1.prod.workshops.aws/amazon-bedrock/en-US"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T02:47:18.520747+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "58b32b49157b6c5593edc931da68ff96c28c3ade04db5145f609123166a522f0", "fetched_at": "2026-08-28T04:06:25.003979+00:00", "kind": "readme", "missing": false, "url": "https://github.com/aws-samples/amazon-bedrock-workshop"}, {"content_hash": "d95561ca4061f7059f59731f1cbf2edaa808873f5cd17a74ef297d15e7205f4b", "fetched_at": "2026-08-29T10:27:43.811271+00:00", "kind": "homepage", "missing": false, "url": "https://catalog.us-east-1.prod.workshops.aws/amazon-bedrock/en-US"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:06:25.003979+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:06:25.003979+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:06:25.003979+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T02:47:18.520747+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "58b32b49157b6c5593edc931da68ff96c28c3ade04db5145f609123166a522f0", "fetched_at": "2026-08-28T04:06:25.003979+00:00", "kind": "readme", "missing": false, "url": "https://github.com/aws-samples/amazon-bedrock-workshop"}, {"content_hash": "d95561ca4061f7059f59731f1cbf2edaa808873f5cd17a74ef297d15e7205f4b", "fetched_at": "2026-08-29T10:27:43.811271+00:00", "kind": "homepage", "missing": false, "url": "https://catalog.us-east-1.prod.workshops.aws/amazon-bedrock/en-US"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:06:25.003979+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:06:25.003979+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T02:47:18.520747+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "58b32b49157b6c5593edc931da68ff96c28c3ade04db5145f609123166a522f0", "fetched_at": "2026-08-28T04:06:25.003979+00:00", "kind": "readme", "missing": false, "url": "https://github.com/aws-samples/amazon-bedrock-workshop"}, {"content_hash": "d95561ca4061f7059f59731f1cbf2edaa808873f5cd17a74ef297d15e7205f4b", "fetched_at": "2026-08-29T10:27:43.811271+00:00", "kind": "homepage", "missing": false, "url": "https://catalog.us-east-1.prod.workshops.aws/amazon-bedrock/en-US"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:06:25.003979+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:06:25.003979+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:06:25.003979+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T02:47:18.520747+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "58b32b49157b6c5593edc931da68ff96c28c3ade04db5145f609123166a522f0", "fetched_at": "2026-08-28T04:06:25.003979+00:00", "kind": "readme", "missing": false, "url": "https://github.com/aws-samples/amazon-bedrock-workshop"}, {"content_hash": "d95561ca4061f7059f59731f1cbf2edaa808873f5cd17a74ef297d15e7205f4b", "fetched_at": "2026-08-29T10:27:43.811271+00:00", "kind": "homepage", "missing": false, "url": "https://catalog.us-east-1.prod.workshops.aws/amazon-bedrock/en-US"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:06:25.003979+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:06:25.003979+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T02:47:18.520747+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "58b32b49157b6c5593edc931da68ff96c28c3ade04db5145f609123166a522f0", "fetched_at": "2026-08-28T04:06:25.003979+00:00", "kind": "readme", "missing": false, "url": "https://github.com/aws-samples/amazon-bedrock-workshop"}, {"content_hash": "d95561ca4061f7059f59731f1cbf2edaa808873f5cd17a74ef297d15e7205f4b", "fetched_at": "2026-08-29T10:27:43.811271+00:00", "kind": "homepage", "missing": false, "url": "https://catalog.us-east-1.prod.workshops.aws/amazon-bedrock/en-US"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T02:47:18.520747+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "58b32b49157b6c5593edc931da68ff96c28c3ade04db5145f609123166a522f0", "fetched_at": "2026-08-28T04:06:25.003979+00:00", "kind": "readme", "missing": false, "url": "https://github.com/aws-samples/amazon-bedrock-workshop"}, {"content_hash": "d95561ca4061f7059f59731f1cbf2edaa808873f5cd17a74ef297d15e7205f4b", "fetched_at": "2026-08-29T10:27:43.811271+00:00", "kind": "homepage", "missing": false, "url": "https://catalog.us-east-1.prod.workshops.aws/amazon-bedrock/en-US"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T02:47:18.520747+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "58b32b49157b6c5593edc931da68ff96c28c3ade04db5145f609123166a522f0", "fetched_at": "2026-08-28T04:06:25.003979+00:00", "kind": "readme", "missing": false, "url": "https://github.com/aws-samples/amazon-bedrock-workshop"}, {"content_hash": "d95561ca4061f7059f59731f1cbf2edaa808873f5cd17a74ef297d15e7205f4b", "fetched_at": "2026-08-29T10:27:43.811271+00:00", "kind": "homepage", "missing": false, "url": "https://catalog.us-east-1.prod.workshops.aws/amazon-bedrock/en-US"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T02:47:18.520747+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "58b32b49157b6c5593edc931da68ff96c28c3ade04db5145f609123166a522f0", "fetched_at": "2026-08-28T04:06:25.003979+00:00", "kind": "readme", "missing": false, "url": "https://github.com/aws-samples/amazon-bedrock-workshop"}, {"content_hash": "d95561ca4061f7059f59731f1cbf2edaa808873f5cd17a74ef297d15e7205f4b", "fetched_at": "2026-08-29T10:27:43.811271+00:00", "kind": "homepage", "missing": false, "url": "https://catalog.us-east-1.prod.workshops.aws/amazon-bedrock/en-US"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 99, "longevity": 81, "rhythm": 35}, "computed_at": "2026-09-03T02:20:16.233290+00:00", "flags": ["no_releases"], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 1147, "days_push": 9, "days_rel": null, "gap_med": null, "n_releases_24m": 0}, "score": 73, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}