{"id":46639314,"url":"https://github.com/ericchansen/azure-idp-workshop","last_synced_at":"2026-03-08T02:19:03.209Z","repository":{"id":340812547,"uuid":"1167677240","full_name":"ericchansen/azure-idp-workshop","owner":"ericchansen","description":"Interactive zero-to-hero workshop: Azure Document Intelligence vs Content Understanding","archived":false,"fork":false,"pushed_at":"2026-02-26T20:58:51.000Z","size":1413,"stargazers_count":0,"open_issues_count":1,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2026-02-26T22:40:51.381Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"HTML","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/ericchansen.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2026-02-26T15:03:38.000Z","updated_at":"2026-02-26T16:14:55.000Z","dependencies_parsed_at":null,"dependency_job_id":null,"html_url":"https://github.com/ericchansen/azure-idp-workshop","commit_stats":null,"previous_names":["ericchansen/azure-idp-workshop"],"tags_count":null,"template":false,"template_full_name":null,"purl":"pkg:github/ericchansen/azure-idp-workshop","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ericchansen%2Fazure-idp-workshop","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ericchansen%2Fazure-idp-workshop/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ericchansen%2Fazure-idp-workshop/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ericchansen%2Fazure-idp-workshop/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ericchansen","download_url":"https://codeload.github.com/ericchansen/azure-idp-workshop/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ericchansen%2Fazure-idp-workshop/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":30242406,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-03-08T00:58:18.660Z","status":"online","status_checked_at":"2026-03-08T02:00:06.215Z","response_time":56,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":[],"created_at":"2026-03-08T02:19:01.808Z","updated_at":"2026-03-08T02:19:03.199Z","avatar_url":"https://github.com/ericchansen.png","language":"HTML","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Azure IDP Workshop\n\nInteractive zero-to-hero workshop comparing **Azure Document Intelligence (DI)** and **Azure Content Understanding (CU)**.\n\n## What This Is\n\nA web-based training tool with progressive modules that teach you:\n1. **Module 1 — Structured Extraction**: When DI wins. Forms with predefined fields — DI excels at confidence scoring, cost, and determinism.\n2. **Module 2 — Unstructured Documents**: When DI falls short. CU infers semantic meaning from contracts and complex documents.\n3. **Module 3 — Custom \u0026 Inferred Fields**: CU's unique power. GenAI-driven extraction without predefined fields or training.\n4. **Decision Guide**: Interactive decision tree and comparison matrix to pick the right service.\n\nEvery operation shows the **actual API request and response** — no black boxes.\n\n## Key Insight\n\n\u003e Microsoft recommends **starting with Content Understanding** for most new document processing scenarios.\n\u003e CU builds on DI with GenAI-powered extraction, multimodal support, and improved accuracy.\n\n## Quick Start\n\n```bash\n# Clone and install\ngit clone https://github.com/ericchansen/azure-idp-workshop.git\ncd azure-idp-workshop\nuv sync\n\n# Configure Azure credentials\ncp .env.template .env\n# Edit .env with your AI Services endpoint and key\n\n# Run locally\nuv run uvicorn workshop.server:app --reload --port 8080\n```\n\n## Tech Stack\n\n| Component | Technology |\n|-----------|------------|\n| Backend | Python 3.12 + FastAPI |\n| Frontend | Jinja2 + Alpine.js + Tailwind CSS (CDN) |\n| Azure SDKs | `azure-ai-documentintelligence`, `azure-ai-contentunderstanding` |\n| Infra | Bicep → Azure Container Apps |\n| CI/CD | GitHub Actions (OIDC) |\n\n## Development\n\n```bash\nuv sync                          # Install dependencies\nuv run ruff check .              # Lint\nuv run ruff format --check .     # Format check\nuv run pyright                   # Type check\nuv run pytest -v                 # Test\ndocker build -t idp-workshop .   # Build container\n```\n\n## Architecture\n\n```\nUser Browser\n    │\n    ▼\nFastAPI (Jinja2 + Alpine.js)\n    │\n    ├─► Azure Document Intelligence (DI)\n    ├─► Azure Content Understanding (CU)\n    └─► Azure Blob Storage (samples)\n```\n\nFor detailed technical architecture, deployment patterns, and design decisions, see [`docs/ARCHITECTURE.md`](./docs/ARCHITECTURE.md).\n\n## Repository Settings\n\n### Branch Protection (Recommended)\n\nTo maintain code quality and prevent accidental breaking changes, configure the following branch protection rules on the main branch via GitHub UI:\n\n- **Require status checks to pass before merging**:\n  - `CI / Lint \u0026 Test`\n  - `CI / Docker Build \u0026 Scan`\n  - `CI / E2E Structural Tests`\n- **Require at least 1 pull request review** before merging\n- **Require branches to be up to date before merging**\n- **Do not allow bypassing** these settings (enforce for administrators)\n\n## License\n\nMIT\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fericchansen%2Fazure-idp-workshop","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fericchansen%2Fazure-idp-workshop","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fericchansen%2Fazure-idp-workshop/lists"}