Upstream update: microsoft-extensions-ai

[github-actions]

Automation detected pending upstream changes for microsoft-extensions-ai.

• Issue key: microsoft-extensions-ai
• Affected skills: microsoft-extensions-ai
• Pending upstream watches: 43

Pending upstream sources:

• dotnet-ai-docs-azure-ai-services-authentication | http_document | learn.microsoft.comdotnet/ai/azure-ai-services-authentication documentation
  • Source: https://learn.microsoft.com/dotnet/ai/azure-ai-services-authentication
  • Current value: "lu3FEDHCSgLURTsj9R+BuDVEmoI="
  • Detail: Authenticate to Azure OpenAI using .NET - .NET | Microsoft Learn | ETag "lu3FEDHCSgLURTsj9R+BuDVEmoI="
• dotnet-ai-docs-conceptual-ai-tools | http_document | learn.microsoft.comdotnet/ai/conceptual/ai-tools documentation
  • Source: https://learn.microsoft.com/dotnet/ai/conceptual/ai-tools
  • Current value: "s5vp9ZNlWaqUcc6nNxCg+H4kCy4="
  • Detail: AI tool calling - .NET | Microsoft Learn | ETag "s5vp9ZNlWaqUcc6nNxCg+H4kCy4="
• dotnet-ai-docs-conceptual-chain-of-thought-prompting | http_document | learn.microsoft.comdotnet/ai/conceptual/chain-of-thought-prompting documentation
  • Source: https://learn.microsoft.com/dotnet/ai/conceptual/chain-of-thought-prompting
  • Current value: "cQXpEWtEebtaEjk8CXWmW0oYwKA="
  • Detail: Chain of thought prompting - .NET | Microsoft Learn | ETag "cQXpEWtEebtaEjk8CXWmW0oYwKA="
• dotnet-ai-docs-conceptual-data-ingestion | http_document | learn.microsoft.comdotnet/ai/conceptual/data-ingestion documentation
  • Source: https://learn.microsoft.com/dotnet/ai/conceptual/data-ingestion
  • Current value: "dzkNKE/VFqwV6+XAgq7A8YJyLuA="
  • Detail: Data ingestion - .NET | Microsoft Learn | ETag "dzkNKE/VFqwV6+XAgq7A8YJyLuA="
• dotnet-ai-docs-conceptual-embeddings | http_document | learn.microsoft.comdotnet/ai/conceptual/embeddings documentation
  • Source: https://learn.microsoft.com/dotnet/ai/conceptual/embeddings
  • Current value: "wnKuN4zxpFS0P03jmG83lKxXlw0="
  • Detail: How Embeddings Extend Your AI Model's Reach - .NET | Microsoft Learn | ETag "wnKuN4zxpFS0P03jmG83lKxXlw0="
• dotnet-ai-docs-conceptual-how-genai-and-llms-work | http_document | learn.microsoft.comdotnet/ai/conceptual/how-genai-and-llms-work documentation
  • Source: https://learn.microsoft.com/dotnet/ai/conceptual/how-genai-and-llms-work
  • Current value: "qqQyIjPvk6NVm3P3sWXp7wbv33c="
  • Detail: How Generative AI and LLMs work - .NET | Microsoft Learn | ETag "qqQyIjPvk6NVm3P3sWXp7wbv33c="
• dotnet-ai-docs-conceptual-prompt-engineering-dotnet | http_document | learn.microsoft.comdotnet/ai/conceptual/prompt-engineering-dotnet documentation
  • Source: https://learn.microsoft.com/dotnet/ai/conceptual/prompt-engineering-dotnet
  • Current value: "XHaFbpDwvaFcScoQcKMSrbEUWDI="
  • Detail: Prompt engineering concepts - .NET | Microsoft Learn | ETag "XHaFbpDwvaFcScoQcKMSrbEUWDI="
• dotnet-ai-docs-conceptual-rag | http_document | learn.microsoft.comdotnet/ai/conceptual/rag documentation
  • Source: https://learn.microsoft.com/dotnet/ai/conceptual/rag
  • Current value: "hcP+brJ3ZioAy3ytk66iiaeMVzs="
  • Detail: Integrate Your Data into AI Apps with Retrieval-Augmented Generation - .NET | Microsoft Learn | ETag "hcP+brJ3ZioAy3ytk66iiaeMVzs="
• dotnet-ai-docs-conceptual-understanding-tokens | http_document | learn.microsoft.comdotnet/ai/conceptual/understanding-tokens documentation
  • Source: https://learn.microsoft.com/dotnet/ai/conceptual/understanding-tokens
  • Current value: "SgdLzi4BSyzRFPJ87SJiJaTVDS8="
  • Detail: Understanding tokens - .NET | Microsoft Learn | ETag "SgdLzi4BSyzRFPJ87SJiJaTVDS8="
• dotnet-ai-docs-conceptual-vector-databases | http_document | learn.microsoft.comdotnet/ai/conceptual/vector-databases documentation
  • Source: https://learn.microsoft.com/dotnet/ai/conceptual/vector-databases
  • Current value: "QCB1yaDySm6BenDLIpQb9PKSeNE="
  • Detail: Vector databases for .NET AI apps - .NET | Microsoft Learn | ETag "QCB1yaDySm6BenDLIpQb9PKSeNE="
• dotnet-ai-docs-conceptual-zero-shot-learning | http_document | learn.microsoft.comdotnet/ai/conceptual/zero-shot-learning documentation
  • Source: https://learn.microsoft.com/dotnet/ai/conceptual/zero-shot-learning
  • Current value: "FoeveVfUjsH2Pfiu474TbepAH+8="
  • Detail: Zero-shot and few-shot learning - .NET | Microsoft Learn | ETag "FoeveVfUjsH2Pfiu474TbepAH+8="
• dotnet-ai-docs-evaluation-evaluate-ai-response | http_document | learn.microsoft.comdotnet/ai/evaluation/evaluate-ai-response documentation
  • Source: https://learn.microsoft.com/dotnet/ai/evaluation/evaluate-ai-response
  • Current value: "QNeWFrNnqz9r1HctYZKd1Z6OdJs="
  • Detail: Quickstart - Evaluate the quality of a model's response - .NET | Microsoft Learn | ETag "QNeWFrNnqz9r1HctYZKd1Z6OdJs="
• dotnet-ai-docs-evaluation-evaluate-safety | http_document | learn.microsoft.comdotnet/ai/evaluation/evaluate-safety documentation
  • Source: https://learn.microsoft.com/dotnet/ai/evaluation/evaluate-safety
  • Current value: "OVO/5Mgrz1tCNillLtbUNmmhPTM="
  • Detail: Tutorial - Evaluate response safety with caching and reporting - .NET | Microsoft Learn | ETag "OVO/5Mgrz1tCNillLtbUNmmhPTM="
• dotnet-ai-docs-evaluation-evaluate-with-reporting | http_document | learn.microsoft.comdotnet/ai/evaluation/evaluate-with-reporting documentation
  • Source: https://learn.microsoft.com/dotnet/ai/evaluation/evaluate-with-reporting
  • Current value: "wDiGGlnuFMTp8BVAWYU6gB9/Eg0="
  • Detail: Tutorial - Evaluate response quality with caching and reporting - .NET | Microsoft Learn | ETag "wDiGGlnuFMTp8BVAWYU6gB9/Eg0="
• dotnet-ai-docs-evaluation-libraries | http_document | learn.microsoft.comdotnet/ai/evaluation/libraries documentation
  • Source: https://learn.microsoft.com/dotnet/ai/evaluation/libraries
  • Current value: "X0wyWIMlFfw4L9q6UAyvPapGjoA="
  • Detail: The Microsoft.Extensions.AI.Evaluation libraries - .NET | Microsoft Learn | ETag "X0wyWIMlFfw4L9q6UAyvPapGjoA="
• dotnet-ai-docs-evaluation-responsible-ai | http_document | learn.microsoft.comdotnet/ai/evaluation/responsible-ai documentation
  • Source: https://learn.microsoft.com/dotnet/ai/evaluation/responsible-ai
  • Current value: "CiHxCu7eNRra/SZHf5+aRKT6MxY="
  • Detail: Responsible AI with .NET - .NET | Microsoft Learn | ETag "CiHxCu7eNRra/SZHf5+aRKT6MxY="
• dotnet-ai-docs-get-started-app-chat-scaling-with-azure-container-apps | http_document | learn.microsoft.comdotnet/ai/get-started-app-chat-scaling-with-azure-container-apps documentation
  • Source: https://learn.microsoft.com/dotnet/ai/get-started-app-chat-scaling-with-azure-container-apps
  • Current value: "ufkFo3+bPCVk+v07qUCjllEzHJE="
  • Detail: Scale Azure OpenAI for .NET chat sample using RAG - .NET | Microsoft Learn | ETag "ufkFo3+bPCVk+v07qUCjllEzHJE="
• dotnet-ai-docs-get-started-app-chat-template | http_document | learn.microsoft.comdotnet/ai/get-started-app-chat-template documentation
  • Source: https://learn.microsoft.com/dotnet/ai/get-started-app-chat-template
  • Current value: "55baU1KGvK15DTwKa4PdLYrtdKM="
  • Detail: Get started with the 'chat using your own data sample' for .NET - .NET | Microsoft Learn | ETag "55baU1KGvK15DTwKa4PdLYrtdKM="
• dotnet-ai-docs-how-to-access-data-in-functions | http_document | learn.microsoft.comdotnet/ai/how-to/access-data-in-functions documentation
  • Source: https://learn.microsoft.com/dotnet/ai/how-to/access-data-in-functions
  • Current value: "pVnACe1q9oQNnnYoRjBMlsWyB/o="
  • Detail: Access data in AI functions - .NET | Microsoft Learn | ETag "pVnACe1q9oQNnnYoRjBMlsWyB/o="
• dotnet-ai-docs-how-to-app-service-aoai-auth | http_document | learn.microsoft.comdotnet/ai/how-to/app-service-aoai-auth documentation
  • Source: https://learn.microsoft.com/dotnet/ai/how-to/app-service-aoai-auth
  • Current value: "m0AZGYwOoePuCMAnsTb1AMVjmHo="
  • Detail: Authenticate an Azure hosted .NET app to Azure OpenAI using Microsoft Entra ID - .NET | Microsoft Learn | ETag "m0AZGYwOoePuCMAnsTb1AMVjmHo="
• dotnet-ai-docs-how-to-content-filtering | http_document | learn.microsoft.comdotnet/ai/how-to/content-filtering documentation
  • Source: https://learn.microsoft.com/dotnet/ai/how-to/content-filtering
  • Current value: "xqZxECcI12kfP3BFpUqrqmUWKUE="
  • Detail: Manage Azure OpenAI content filtering in a .NET app - .NET | Microsoft Learn | ETag "xqZxECcI12kfP3BFpUqrqmUWKUE="
• dotnet-ai-docs-how-to-handle-invalid-tool-input | http_document | learn.microsoft.comdotnet/ai/how-to/handle-invalid-tool-input documentation
  • Source: https://learn.microsoft.com/dotnet/ai/how-to/handle-invalid-tool-input
  • Current value: "zGv+PHqBN7sqRWJ6zPge3tjfQ0U="
  • Detail: Handle invalid function input from AI models - .NET | Microsoft Learn | ETag "zGv+PHqBN7sqRWJ6zPge3tjfQ0U="
• dotnet-ai-docs-how-to-use-tokenizers | http_document | learn.microsoft.comdotnet/ai/how-to/use-tokenizers documentation
  • Source: https://learn.microsoft.com/dotnet/ai/how-to/use-tokenizers
  • Current value: "a1KXKIqZ0g8qkz2GCZazxanf3SQ="
  • Detail: Use Microsoft.ML.Tokenizers for text tokenization - .NET | Microsoft Learn | ETag "a1KXKIqZ0g8qkz2GCZazxanf3SQ="
• dotnet-ai-docs-ichatclient | http_document | learn.microsoft.comdotnet/ai/ichatclient documentation
  • Source: https://learn.microsoft.com/dotnet/ai/ichatclient
  • Current value: "xRkI2BVJD9NnVP/zeV9HYBXFhI4="
  • Detail: Use the IChatClient interface - .NET | Microsoft Learn | ETag "xRkI2BVJD9NnVP/zeV9HYBXFhI4="
• dotnet-ai-docs-iembeddinggenerator | http_document | learn.microsoft.comdotnet/ai/iembeddinggenerator documentation
  • Source: https://learn.microsoft.com/dotnet/ai/iembeddinggenerator
  • Current value: "qTN0UgdrH5ixr6f8m5gyVRuFCBc="
  • Detail: Use the IEmbeddingGenerator interface - .NET | Microsoft Learn | ETag "qTN0UgdrH5ixr6f8m5gyVRuFCBc="
• ... 18 more pending upstream sources omitted for brevity; the watcher still tracks them in issue metadata.

Why this matters:

• Review the linked skills when https://learn.microsoft.com/dotnet/ai/azure-ai-services-authentication changes.
• Review the linked skills when https://learn.microsoft.com/dotnet/ai/conceptual/ai-tools changes.
• Review the linked skills when https://learn.microsoft.com/dotnet/ai/conceptual/chain-of-thought-prompting changes.
• Review the linked skills when https://learn.microsoft.com/dotnet/ai/conceptual/data-ingestion changes.
• Review the linked skills when https://learn.microsoft.com/dotnet/ai/conceptual/embeddings changes.
• Review the linked skills when https://learn.microsoft.com/dotnet/ai/conceptual/how-genai-and-llms-work changes.
• Review the linked skills when https://learn.microsoft.com/dotnet/ai/conceptual/prompt-engineering-dotnet changes.
• Review the linked skills when https://learn.microsoft.com/dotnet/ai/conceptual/rag changes.
• Review the linked skills when https://learn.microsoft.com/dotnet/ai/conceptual/understanding-tokens changes.
• Review the linked skills when https://learn.microsoft.com/dotnet/ai/conceptual/vector-databases changes.
• Review the linked skills when https://learn.microsoft.com/dotnet/ai/conceptual/zero-shot-learning changes.
• Review the linked skills when https://learn.microsoft.com/dotnet/ai/evaluation/evaluate-ai-response changes.
• Review the linked skills when https://learn.microsoft.com/dotnet/ai/evaluation/evaluate-safety changes.
• Review the linked skills when https://learn.microsoft.com/dotnet/ai/evaluation/evaluate-with-reporting changes.
• Review the linked skills when https://learn.microsoft.com/dotnet/ai/evaluation/libraries changes.
• Review the linked skills when https://learn.microsoft.com/dotnet/ai/evaluation/responsible-ai changes.
• Review the linked skills when https://learn.microsoft.com/dotnet/ai/get-started-app-chat-scaling-with-azure-container-apps changes.
• Review the linked skills when https://learn.microsoft.com/dotnet/ai/get-started-app-chat-template changes.
• Review the linked skills when https://learn.microsoft.com/dotnet/ai/how-to/access-data-in-functions changes.
• Review the linked skills when https://learn.microsoft.com/dotnet/ai/how-to/app-service-aoai-auth changes.
• Review the linked skills when https://learn.microsoft.com/dotnet/ai/how-to/content-filtering changes.
• Review the linked skills when https://learn.microsoft.com/dotnet/ai/how-to/handle-invalid-tool-input changes.
• Review the linked skills when https://learn.microsoft.com/dotnet/ai/how-to/use-tokenizers changes.
• Review the linked skills when https://learn.microsoft.com/dotnet/ai/ichatclient changes.
• Review the linked skills when https://learn.microsoft.com/dotnet/ai/iembeddinggenerator changes.
• Review the linked skills when https://learn.microsoft.com/dotnet/ai/overview changes.
• Review the linked skills when https://learn.microsoft.com/dotnet/ai/quickstarts/ai-templates changes.
• Review the linked skills when https://learn.microsoft.com/dotnet/ai/quickstarts/build-chat-app changes.
• Review the linked skills when https://learn.microsoft.com/dotnet/ai/quickstarts/build-vector-search-app changes.
• Review the linked skills when https://learn.microsoft.com/dotnet/ai/quickstarts/chat-local-model changes.
• Review the linked skills when https://learn.microsoft.com/dotnet/ai/quickstarts/generate-images changes.
• Review the linked skills when https://learn.microsoft.com/dotnet/ai/quickstarts/process-data changes.
• Review the linked skills when https://learn.microsoft.com/dotnet/ai/quickstarts/prompt-model changes.
• Review the linked skills when https://learn.microsoft.com/dotnet/ai/quickstarts/structured-output changes.
• Review the linked skills when https://learn.microsoft.com/dotnet/ai/quickstarts/text-to-image changes.
• Review the linked skills when https://learn.microsoft.com/dotnet/ai/quickstarts/use-function-calling changes.
• Review the linked skills when https://learn.microsoft.com/dotnet/ai/resources/azure-ai changes.
• Review the linked skills when https://learn.microsoft.com/dotnet/ai/resources/get-started changes.
• Review the linked skills when https://learn.microsoft.com/dotnet/ai/tutorials/tutorial-ai-vector-search changes.
• Review the linked skills when https://learn.microsoft.com/dotnet/api/microsoft.extensions.ai changes.
• Review the linked skills when https://learn.microsoft.com/dotnet/ai/microsoft-extensions-ai changes.
• Review the linked skills when https://learn.microsoft.com/dotnet/api/microsoft.extensions.dataingestion changes.
• Review the linked skills when https://learn.microsoft.com/dotnet/api/microsoft.extensions.vectordata changes.

Suggested follow-up:

• Review the upstream release notes or documentation diff
• Update the affected files under skills/
• Update README.md if framework coverage or guidance changed
• Close this issue after the catalog has been refreshed