{"data":{"slug":"retkowsky-azure-aigen-demos","name":"Azure-AIGEN-demos","tagline":"Microsoft Foundry (demos, documentation, accelerators)","github_url":"https://github.com/retkowsky/Azure-AIGEN-demos","owner":"retkowsky","repo":"Azure-AIGEN-demos","owner_avatar_url":"https://avatars.githubusercontent.com/u/15341671?v=4","primary_language":"Jupyter Notebook","stars":754,"forks":287,"topics":["azure","azure-cognitive-services","azure-openai","chatgpt","dalle-3","embeddings","foundry","gpt-4","gpt-41","gpt-4o","gpt-5","gpt-image-2","grok","imagegen","langchain-python","llm","mistral","openai","phi-4","sora"],"archived":false,"github_pushed_at":"2026-07-22T12:43:27+00:00","maintenance_label":"Steady","stars_delta_30d":-1,"url":"https://www.graphcanon.com/tools/retkowsky-azure-aigen-demos","markdown_url":"https://www.graphcanon.com/tools/retkowsky-azure-aigen-demos.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/retkowsky-azure-aigen-demos","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=retkowsky-azure-aigen-demos","description":"Microsoft Foundry (demos, documentation, accelerators). ","homepage_url":"https://azure.microsoft.com/en-us/products/ai-foundry/","license":null,"open_issues":12,"watchers":34,"ai_summary":"A repository containing demos and documentation for Microsoft Azure's Artificial Intelligence Gen (AIGEN) services including Cognitive Services, OpenAI integrations like GPT models, embeddings, and more.","readme_excerpt":"## Microsoft Foundry\n\n\n
\nMicrosoft Foundry is a unified Azure platform-as-a-service offering for enterprise AI operations, model builders, and application development. This foundation combines production-grade infrastructure with friendly interfaces, enabling developers to focus on building applications rather than managing infrastructure.

\nMicrosoft Foundry unifies agents, models, and tools under a single management grouping with built-in enterprise-readiness capabilities including tracing, monitoring, evaluations, and customizable enterprise setup configurations. The platform provides streamlined management through unified Role-based access control (RBAC), networking, and policies under one Azure resource provider namespace.\n

\n\n
\n\n
\n\n[Microsoft Foundry portal](https://ai.azure.com/)\n\n
\n\n---\n\n## Latest Content\n\n### New content (27 May 2026)\n\n| Item | Description | Link |\n| --- | --- | --- |\n| 🔥 Prompt Agent| Prompt Agent quickstart| https://github.com/retkowsky/Azure-AIGEN-demos/blob/main/Prompt%20Agent/Foundry%20Prompt%20Agents.ipynb\n\n### New content (27 April 2026)\n\n| Item | Description | Link |\n| --- | --- | --- |\n| 🔥 gpt-image-2| gpt-image-2| https://github.com/retkowsky/Azure-AIGEN-demos/tree/main/gpt-image-2\n\n### New content (19 February 2026)\n\n| Item | Description | Link |\n| --- | --- | --- |\n| 🔥 mistral-document-ai-2512| mistral-document-ai-2512 | https://github.com/retkowsky/Azure-AIGEN-demos/tree/main/mistral-document-ai-2512\n\n### New content (16 February 2026)\n\n| Item | Description | Link |\n| --- | --- | --- |\n| 🔥 Image Anomaly Detection with Cohere Embed 4 on Azure AI Foundry | Image Anomaly Detection| https://github.com/retkowsky/Azure-AIGEN-demos/blob/main/anomaly_detection_cohere_embed4/Image%20Anomaly%20Detection%20with%20Cohere%20Embed%204%20on%20Azure%20AI%20Foundry.ipynb\n| 🔥 Auto-Tagging Images with Cohere Embed 4 on Microsoft Foundry | Auto tagging | https://github.com/retkowsky/Azure-AIGEN-demos/blob/main/auto_tagging_cohere/auto_tagging_cohere_embed4_azure.ipynb\n\n### New content (06 February 2026)\n\n| Item | Description | Link |\n| --- | --- | --- |\n| 🔥 gpt-5.2 models | gpt-5.2 examples | https://github.com/retkowsky/Azure-AIGEN-demos/blob/main/gpt-5.2/gpt52_models.ipynb|\n\n### New content (02 February 2026)\n\n| Item | Description | Link |\n| --- | --- | --- |\n| 🔥 Azure Prices Fetcher | Azure API pricing. | https://github.com/retkowsky/Azure-AIGEN-demos/blob/main/Pricing/azure_prices_fetcher.ipynb |\n\n\n### New content (27 January 2026)\n\n| Item | Description | Link |\n| --- | --- | --- |\n| 🔥 gpt-realtime-mini | gpt-realtime-mini with Microsoft Foundry. | https://github.com/retkowsky/Azure-AIGEN-demos/blob/main/gpt-realtime-mini/gpt_realtime_mini_azure.ipynb |\n\n\n### New content (16 January 2026)\n\n| Item | Description | Link |\n| --- | --- | --- |\n| 🔥 Azure AI Agent MCP | Azure AI Agent with MCP connexion. | https://github.com/retkowsky/Azure-AIGEN-demos/blob/main/MCP/MCP_Microsoft_Learn_Chatbot.ipynb |\n\n\n### New content (09 September 2025)\n\n| Item | Description | Link |\n| --- | --- | --- |\n| 🔥 Mistral Document AI | End‑to‑end examples of Mistral Document AI within Azure AI Foundry. | https://github.com/retkowsky/Azure-OpenAI-demos/blob/main/Mistral%20Document%20AI/Mistral%20Document%20AI%20with%20Azure%20AI%20Foundry.ipynb |\n| 🔥 Flux.1 Kontext Pro – Text & Image‑to‑Image | Image editing scenarios using Flux.1 Kontext Pro with Azure AI Foundry. | https://github.com/retkowsky/Azure-OpenAI-demos/blob/main/Flux.1%20Kontext%20Pro/Image%20Edition%20with%20Flux.1%20Kontext%20Pro%20with%20Azure%20AI%20Foundry.ipynb |\n| 🔥 Flux1.1 Pro – Text‑to‑Image | High‑quality text‑to‑image generation using FLUX‑1.1‑pro in Azure AI Foundry. | https://github.com/retkowsky/Azure-OpenAI-demos/blob/main/blackforestslabs/flux1.1pro/Text%20to%20image%20with%20FLUX-1.1-pro%20in%20Azure%20AI%20Foundry.ipynb |\n\n### New content (2","github_created_at":"2023-09-05T07:12:19+00:00","created_at":"2026-07-11T11:32:32.747843+00:00","updated_at":"2026-09-20T06:18:48.615651+00:00","categories":[{"slug":"developer-tools","name":"Developer Tools","url":"https://www.graphcanon.com/categories/developer-tools","markdown_url":"https://www.graphcanon.com/categories/developer-tools.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/developer-tools"},{"slug":"evaluation-observability","name":"Evaluation & Observability","url":"https://www.graphcanon.com/categories/evaluation-observability","markdown_url":"https://www.graphcanon.com/categories/evaluation-observability.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/evaluation-observability"},{"slug":"inference-serving","name":"Inference & Serving","url":"https://www.graphcanon.com/categories/inference-serving","markdown_url":"https://www.graphcanon.com/categories/inference-serving.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/inference-serving"},{"slug":"model-training","name":"Model Training","url":"https://www.graphcanon.com/categories/model-training","markdown_url":"https://www.graphcanon.com/categories/model-training.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/model-training"}],"tags":[{"slug":"azure","name":"azure"},{"slug":"azure-cognitive-services","name":"azure-cognitive-services"},{"slug":"azure-openai","name":"azure-openai"},{"slug":"chatgpt","name":"chatgpt"},{"slug":"dalle-3","name":"dalle-3"},{"slug":"embeddings","name":"embeddings"},{"slug":"foundry","name":"foundry"},{"slug":"langchain-python","name":"langchain-python"}],"trust":{"provenance":{"is_fork":false,"github_id":687347919,"owner_type":"User","methodology":"github_public_v1","parent_repo":null,"near_duplicate_slugs":[]},"computed_at":"2026-09-20T06:18:46.910Z","maintenance":{"label":"Steady","score":60,"methodology":"github_public_v1","releases_90d":0,"days_since_push":59,"last_release_at":null,"stars_delta_30d":-1,"open_issues_delta_30d":0},"security_summary":{"status":"no_lockfile","scanner":null,"low_count":0,"high_count":0,"last_scan_at":"2026-07-11T11:32:34.002Z","medium_count":0,"scan_profile":"none","critical_count":0}},"capability_facts":{"scan":{"source":"repo_scan","observed_at":"2026-09-20T06:18:47.967Z"},"languages":{"value":["jupyter notebook"],"source":"github.language","observed_at":"2026-09-20T06:18:47.967Z"},"license_spdx":{"value":"MIT","source":"github.license","observed_at":"2026-09-20T06:18:47.967Z"}},"decision_facts":{"hosting":null,"pricing":null,"requirements":null,"constraints":null,"when_to_use":["Integrating Azure-native AI and OpenAI services into Azure deployments","Preferring Microsoft's ecosystem for comprehensive AI solutions","Needing official support and documentation from Microsoft"],"when_not_to_use":["Looking for non-Microsoft services or cross-platform compatibility","Requiring a more open-source supported community without vendor lock-in","Favoring tools that don't limit integrations to Azure's specific service offerings"],"source":"enrich:decision_facts","observed_at":"2026-07-12T18:28:32.937Z"},"constraint_facets":null,"decision_summary":[{"label":"Adopt for","value":"Azure-AIGEN-demos repository by Microsoft Foundry offers Jupyter Notebook demos for accessing Azure's AI services like Cognitive Services and OpenAI models (including GPT)."}]}}