Upstream update: dotnet-microsoft-extensions-ai

[github-actions]

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

• Issue key: dotnet-microsoft-extensions-ai
• Affected skills: dotnet-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: "iyloKghSfuHELTgisstfnWscCzA="
  • Detail: Authenticate to Azure OpenAI using .NET - .NET | Microsoft Learn | ETag "iyloKghSfuHELTgisstfnWscCzA="
• 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: "qMJh/s6VdDRyNbDDn9Z1nVU1ps4="
  • Detail: AI tool calling - .NET | Microsoft Learn | ETag "qMJh/s6VdDRyNbDDn9Z1nVU1ps4="
• 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: "AyjDvlR1YFOiz205jV9Uyl51Sjo="
  • Detail: Chain of thought prompting - .NET | Microsoft Learn | ETag "AyjDvlR1YFOiz205jV9Uyl51Sjo="
• 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: "4azYo2kI/0H6TMvo8c4T0GasW0I="
  • Detail: Data ingestion - .NET | Microsoft Learn | ETag "4azYo2kI/0H6TMvo8c4T0GasW0I="
• 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: "tkb5k5q8AuZGiq5kuC3RmAwGrYE="
  • Detail: How Embeddings Extend Your AI Model's Reach - .NET | Microsoft Learn | ETag "tkb5k5q8AuZGiq5kuC3RmAwGrYE="
• 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: "erXZ2M9q9rBhHchFcfa9Sg1VxmI="
  • Detail: How Generative AI and LLMs work - .NET | Microsoft Learn | ETag "erXZ2M9q9rBhHchFcfa9Sg1VxmI="
• 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: "H/7aADsn3sg1r40ysELFcu96+rI="
  • Detail: Prompt engineering concepts - .NET | Microsoft Learn | ETag "H/7aADsn3sg1r40ysELFcu96+rI="
• 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: "uivVAWcSFLB1DM9D3jzqLpbCIvU="
  • Detail: Integrate Your Data into AI Apps with Retrieval-Augmented Generation - .NET | Microsoft Learn | ETag "uivVAWcSFLB1DM9D3jzqLpbCIvU="
• 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: "zG+W1TPKy+2PjABHIB6r6TTAyyI="
  • Detail: Understanding tokens - .NET | Microsoft Learn | ETag "zG+W1TPKy+2PjABHIB6r6TTAyyI="
• 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: "IdJ1qEXNf8MLYcidLJT+XxfIK2o="
  • Detail: Vector databases for .NET AI apps - .NET | Microsoft Learn | ETag "IdJ1qEXNf8MLYcidLJT+XxfIK2o="
• 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: "ZaeSWR+cqlr3IY/SrnAn/bFVnfE="
  • Detail: Zero-shot and few-shot learning - .NET | Microsoft Learn | ETag "ZaeSWR+cqlr3IY/SrnAn/bFVnfE="
• 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: "G1ZXRlBwUKNk9ZqA5o+4Xj8lPXM="
  • Detail: Quickstart - Evaluate the quality of a model's response - .NET | Microsoft Learn | ETag "G1ZXRlBwUKNk9ZqA5o+4Xj8lPXM="
• 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: "l7wlOmQnJw4dFB9l61UmTLHOASk="
  • Detail: Tutorial - Evaluate response safety with caching and reporting - .NET | Microsoft Learn | ETag "l7wlOmQnJw4dFB9l61UmTLHOASk="
• 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: "3EiPP6j+dsIpWL+07n0zcudjnnE="
  • Detail: Tutorial - Evaluate response quality with caching and reporting - .NET | Microsoft Learn | ETag "3EiPP6j+dsIpWL+07n0zcudjnnE="
• 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: "66aX9kv0go/1SJd8AgGIS3r7XYk="
  • Detail: The Microsoft.Extensions.AI.Evaluation libraries - .NET | Microsoft Learn | ETag "66aX9kv0go/1SJd8AgGIS3r7XYk="
• 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: "LiienbkkFToC3dZKoayNrEXy+tE="
  • Detail: Responsible AI with .NET - .NET | Microsoft Learn | ETag "LiienbkkFToC3dZKoayNrEXy+tE="
• 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: "QI4a+fnx87o74xj/uAEJipUSnVU="
  • Detail: Scale Azure OpenAI for .NET chat sample using RAG - .NET | Microsoft Learn | ETag "QI4a+fnx87o74xj/uAEJipUSnVU="
• 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: "0ZXpp6xmJSvxORHhRE28Y4/CVew="
  • Detail: Get started with the 'chat using your own data sample' for .NET - .NET | Microsoft Learn | ETag "0ZXpp6xmJSvxORHhRE28Y4/CVew="
• 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: "cQ4c/xgf48Ad3xyKrdYFs+QRwrc="
  • Detail: Access data in AI functions - .NET | Microsoft Learn | ETag "cQ4c/xgf48Ad3xyKrdYFs+QRwrc="
• 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: "nlcoxd8PTIJzD0Yib7+4GNV9HjI="
  • Detail: Authenticate an Azure hosted .NET app to Azure OpenAI using Microsoft Entra ID - .NET | Microsoft Learn | ETag "nlcoxd8PTIJzD0Yib7+4GNV9HjI="
• 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: "A8cBIv06URTrnicoXlNLmBK8w8I="
  • Detail: Manage Azure OpenAI content filtering in a .NET app - .NET | Microsoft Learn | ETag "A8cBIv06URTrnicoXlNLmBK8w8I="
• 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: "lX9dJ0oa4lAG21TVPphweH4JpKo="
  • Detail: Handle invalid function input from AI models - .NET | Microsoft Learn | ETag "lX9dJ0oa4lAG21TVPphweH4JpKo="
• 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: "+1Xl0DAiyqoOiGtj1U8352TMYhs="
  • Detail: Use Microsoft.ML.Tokenizers for text tokenization - .NET | Microsoft Learn | ETag "+1Xl0DAiyqoOiGtj1U8352TMYhs="
• dotnet-ai-docs-ichatclient | http_document | learn.microsoft.comdotnet/ai/ichatclient documentation
  • Source: https://learn.microsoft.com/dotnet/ai/ichatclient
  • Current value: "afNdGwvQ8xcVPUGBl2rMyw12JSQ="
  • Detail: Use the IChatClient interface - .NET | Microsoft Learn | ETag "afNdGwvQ8xcVPUGBl2rMyw12JSQ="
• dotnet-ai-docs-iembeddinggenerator | http_document | learn.microsoft.comdotnet/ai/iembeddinggenerator documentation
  • Source: https://learn.microsoft.com/dotnet/ai/iembeddinggenerator
  • Current value: "2Kx4eCXyuXjif37Gybouk6cB7nM="
  • Detail: Use the IEmbeddingGenerator interface - .NET | Microsoft Learn | ETag "2Kx4eCXyuXjif37Gybouk6cB7nM="
• extensions-ai-docs | http_document | learn.microsoft.comdotnet/ai/microsoft-extensions-ai documentation
  • Source: https://learn.microsoft.com/dotnet/ai/microsoft-extensions-ai
  • Current value: "BlXBbdr7yj6JD1UUzkl76ZwHOYg="
  • Detail: Microsoft.Extensions.AI libraries - .NET | Microsoft Learn | ETag "BlXBbdr7yj6JD1UUzkl76ZwHOYg="
• dotnet-ai-docs-overview | http_document | learn.microsoft.comdotnet/ai/overview documentation
  • Source: https://learn.microsoft.com/dotnet/ai/overview
  • Current value: "v069BEomT9vdWy9H6uEWSt+4/fs="
  • Detail: Develop .NET apps with AI features - .NET | Microsoft Learn | ETag "v069BEomT9vdWy9H6uEWSt+4/fs="
• dotnet-ai-docs-quickstarts-ai-templates | http_document | learn.microsoft.comdotnet/ai/quickstarts/ai-templates documentation
  • Source: https://learn.microsoft.com/dotnet/ai/quickstarts/ai-templates
  • Current value: "BhPKt6kLz0xerSIoNaYjHnJLUjY="
  • Detail: Quickstart - Create a .NET AI app using the AI app template - .NET | Microsoft Learn | ETag "BhPKt6kLz0xerSIoNaYjHnJLUjY="
• dotnet-ai-docs-quickstarts-build-chat-app | http_document | learn.microsoft.comdotnet/ai/quickstarts/build-chat-app documentation
  • Source: https://learn.microsoft.com/dotnet/ai/quickstarts/build-chat-app
  • Current value: "ZndeR934y9x0OV4ssgI4NNf0N4A="
  • Detail: Quickstart - Build an AI chat app with .NET - .NET | Microsoft Learn | ETag "ZndeR934y9x0OV4ssgI4NNf0N4A="
• dotnet-ai-docs-quickstarts-build-vector-search-app | http_document | learn.microsoft.comdotnet/ai/quickstarts/build-vector-search-app documentation
  • Source: https://learn.microsoft.com/dotnet/ai/quickstarts/build-vector-search-app
  • Current value: "whu/LmVwiMo0d8zwjXOTIWN+qLY="
  • Detail: Quickstart - Build a minimal .NET AI RAG app - .NET | Microsoft Learn | ETag "whu/LmVwiMo0d8zwjXOTIWN+qLY="
• dotnet-ai-docs-quickstarts-chat-local-model | http_document | learn.microsoft.comdotnet/ai/quickstarts/chat-local-model documentation
  • Source: https://learn.microsoft.com/dotnet/ai/quickstarts/chat-local-model
  • Current value: "uLVlHEBMTtjVFILdc2RgWiO0yDk="
  • Detail: Quickstart - Connect to and chat with a local AI using .NET - .NET | Microsoft Learn | ETag "uLVlHEBMTtjVFILdc2RgWiO0yDk="
• dotnet-ai-docs-quickstarts-generate-images | http_document | learn.microsoft.comdotnet/ai/quickstarts/generate-images documentation
  • Source: https://learn.microsoft.com/dotnet/ai/quickstarts/generate-images
  • Current value: "jMljTrx89wiT86Zn+4qSxmazKjk="
  • Detail: Quickstart - Generate images using OpenAI.Images.ImageClient - .NET | Microsoft Learn | ETag "jMljTrx89wiT86Zn+4qSxmazKjk="
• dotnet-ai-docs-quickstarts-process-data | http_document | learn.microsoft.comdotnet/ai/quickstarts/process-data documentation
  • Source: https://learn.microsoft.com/dotnet/ai/quickstarts/process-data
  • Current value: "qxui+SQIUbEWdz10FCvzEncuy6U="
  • Detail: Quickstart - Process custom data for AI - .NET | Microsoft Learn | ETag "qxui+SQIUbEWdz10FCvzEncuy6U="
• dotnet-ai-docs-quickstarts-prompt-model | http_document | learn.microsoft.comdotnet/ai/quickstarts/prompt-model documentation
  • Source: https://learn.microsoft.com/dotnet/ai/quickstarts/prompt-model
  • Current value: "OyRDdMGXaTA6LQieYVRm9frLEBA="
  • Detail: Quickstart - Connect to and prompt an AI model with .NET - .NET | Microsoft Learn | ETag "OyRDdMGXaTA6LQieYVRm9frLEBA="
• dotnet-ai-docs-quickstarts-structured-output | http_document | learn.microsoft.comdotnet/ai/quickstarts/structured-output documentation
  • Source: https://learn.microsoft.com/dotnet/ai/quickstarts/structured-output
  • Current value: "9h0f180mgHQufxfQiDBpXTBRF3o="
  • Detail: Quickstart - Request a response with structured output - .NET | Microsoft Learn | ETag "9h0f180mgHQufxfQiDBpXTBRF3o="
• dotnet-ai-docs-quickstarts-text-to-image | http_document | learn.microsoft.comdotnet/ai/quickstarts/text-to-image documentation
  • Source: https://learn.microsoft.com/dotnet/ai/quickstarts/text-to-image
  • Current value: "pOcRrVh+zqtb2CETezH/Uo4wvHU="
  • Detail: Quickstart - Generate images from text using AI - .NET | Microsoft Learn | ETag "pOcRrVh+zqtb2CETezH/Uo4wvHU="
• dotnet-ai-docs-quickstarts-use-function-calling | http_document | learn.microsoft.comdotnet/ai/quickstarts/use-function-calling documentation
  • Source: https://learn.microsoft.com/dotnet/ai/quickstarts/use-function-calling
  • Current value: "Md5LYXsXw01/SJC4nhyEpxBHkBU="
  • Detail: Quickstart - Extend OpenAI using functions and execute a local function with .NET - .NET | Microsoft Learn | ETag "Md5LYXsXw01/SJC4nhyEpxBHkBU="
• dotnet-ai-docs-resources-azure-ai | http_document | learn.microsoft.comdotnet/ai/resources/azure-ai documentation
  • Source: https://learn.microsoft.com/dotnet/ai/resources/azure-ai
  • Current value: "Azq7jgWjW2zMYhUEh6Z9TiP2jgk="
  • Detail: Azure AI learning resources - .NET | Microsoft Learn | ETag "Azq7jgWjW2zMYhUEh6Z9TiP2jgk="
• dotnet-ai-docs-resources-get-started | http_document | learn.microsoft.comdotnet/ai/resources/get-started documentation
  • Source: https://learn.microsoft.com/dotnet/ai/resources/get-started
  • Current value: "ghttjTYVjQEbCOifQIyo0G8tMJU="
  • Detail: Learning resources to get started with AI in .NET - .NET | Microsoft Learn | ETag "ghttjTYVjQEbCOifQIyo0G8tMJU="
• dotnet-ai-docs-tutorials-tutorial-ai-vector-search | http_document | learn.microsoft.comdotnet/ai/tutorials/tutorial-ai-vector-search documentation
  • Source: https://learn.microsoft.com/dotnet/ai/tutorials/tutorial-ai-vector-search
  • Current value: "H3zSYF+ivH4co7k19KXRM9nI6Ik="
  • Detail: Tutorial - Integrate OpenAI with the RAG pattern and vector search using Azure Cosmos DB for MongoDB - .NET | Microsoft Learn | ETag "H3zSYF+ivH4co7k19KXRM9nI6Ik="
• extensions-ai-api-reference | http_document | learn.microsoft.comdotnet/api/microsoft.extensions.ai documentation
  • Source: https://learn.microsoft.com/dotnet/api/microsoft.extensions.ai
  • Current value: "ZaXmJ/jx8XzZJkg2GvvvQ58Jhaw="
  • Detail: Microsoft.Extensions.AI Namespace | Microsoft Learn | ETag "ZaXmJ/jx8XzZJkg2GvvvQ58Jhaw="
• extensions-data-ingestion-api-reference | http_document | learn.microsoft.comdotnet/api/microsoft.extensions.dataingestion documentation
  • Source: https://learn.microsoft.com/dotnet/api/microsoft.extensions.dataingestion
  • Current value: "Rte6fFgmolcmMI41tHO6wPe+mi0="
  • Detail: Microsoft.Extensions.DataIngestion Namespace | Microsoft Learn | ETag "Rte6fFgmolcmMI41tHO6wPe+mi0="
• extensions-vector-data-api-reference | http_document | learn.microsoft.comdotnet/api/microsoft.extensions.vectordata documentation
  • Source: https://learn.microsoft.com/dotnet/api/microsoft.extensions.vectordata
  • Current value: "zMFf1wbk5PjC89psgoIp4VyPyRg="
  • Detail: Microsoft.Extensions.VectorData Namespace | Microsoft Learn | ETag "zMFf1wbk5PjC89psgoIp4VyPyRg="

Why this matters:

• Review the linked skills when https://learn.microsoft.com/dotnet/ai/overview 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/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/azure-ai-services-authentication 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/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/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/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/api/microsoft.extensions.vectordata changes.
• Review the linked skills when https://learn.microsoft.com/dotnet/api/microsoft.extensions.dataingestion 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

[github-actions]

Automation detected another upstream change for this skill group.

• Issue key: dotnet-microsoft-extensions-ai
• Watch id: extensions-ai-docs
• Watch: learn.microsoft.comdotnet/ai/microsoft-extensions-ai documentation
• Change type: new-watch
• Previous value: "jSzJNRKabV3N5CLE+8+sDtzH9Go="
• Current value: "BlXBbdr7yj6JD1UUzkl76ZwHOYg="
• Source: https://learn.microsoft.com/dotnet/ai/microsoft-extensions-ai

[github-actions]

Automation detected another upstream change for this skill group.

• Issue key: dotnet-microsoft-extensions-ai
• Watch id: dotnet-ai-docs-ichatclient
• Watch: learn.microsoft.comdotnet/ai/ichatclient documentation
• Change type: new-watch
• Previous value: "g+/VhAIGUWAbXlF6c5hca0gOzOw="
• Current value: "afNdGwvQ8xcVPUGBl2rMyw12JSQ="
• Source: https://learn.microsoft.com/dotnet/ai/ichatclient

[github-actions]

Automation detected another upstream change for this skill group.

• Issue key: dotnet-microsoft-extensions-ai
• Watch id: dotnet-ai-docs-iembeddinggenerator
• Watch: learn.microsoft.comdotnet/ai/iembeddinggenerator documentation
• Change type: new-watch
• Previous value: "IS5PkrsCNpxD0Kmlo4sDq0s7Acg="
• Current value: "2Kx4eCXyuXjif37Gybouk6cB7nM="
• Source: https://learn.microsoft.com/dotnet/ai/iembeddinggenerator

[github-actions]

Automation detected another upstream change for this skill group.

• Issue key: dotnet-microsoft-extensions-ai
• Watch id: dotnet-ai-docs-azure-ai-services-authentication
• Watch: learn.microsoft.comdotnet/ai/azure-ai-services-authentication documentation
• Change type: new-watch
• Previous value: "PhGXgR5vUEt3FWYQNgay+3uDBhg="
• Current value: "iyloKghSfuHELTgisstfnWscCzA="
• Source: https://learn.microsoft.com/dotnet/ai/azure-ai-services-authentication

[github-actions]

Automation detected another upstream change for this skill group.

• Issue key: dotnet-microsoft-extensions-ai
• Watch id: dotnet-ai-docs-get-started-app-chat-scaling-with-azure-container-apps
• Watch: learn.microsoft.comdotnet/ai/get-started-app-chat-scaling-with-azure-container-apps documentation
• Change type: new-watch
• Previous value: "ySNnP48b+NUmPtEToQJbmce+wI4="
• Current value: "QI4a+fnx87o74xj/uAEJipUSnVU="
• Source: https://learn.microsoft.com/dotnet/ai/get-started-app-chat-scaling-with-azure-container-apps

[github-actions]

Automation detected another upstream change for this skill group.

• Issue key: dotnet-microsoft-extensions-ai
• Watch id: dotnet-ai-docs-get-started-app-chat-template
• Watch: learn.microsoft.comdotnet/ai/get-started-app-chat-template documentation
• Change type: new-watch
• Previous value: "2DvRsn/BUdIemGw9HkT5i+EU2pg="
• Current value: "0ZXpp6xmJSvxORHhRE28Y4/CVew="
• Source: https://learn.microsoft.com/dotnet/ai/get-started-app-chat-template

[github-actions]

Automation detected another upstream change for this skill group.

• Issue key: dotnet-microsoft-extensions-ai
• Watch id: dotnet-ai-docs-conceptual-ai-tools
• Watch: learn.microsoft.comdotnet/ai/conceptual/ai-tools documentation
• Change type: new-watch
• Previous value: "X+BWnhdZ1PkKe3aBlFhaWaKWi+M="
• Current value: "qMJh/s6VdDRyNbDDn9Z1nVU1ps4="
• Source: https://learn.microsoft.com/dotnet/ai/conceptual/ai-tools

[github-actions]

Automation detected another upstream change for this skill group.

• Issue key: dotnet-microsoft-extensions-ai
• Watch id: dotnet-ai-docs-conceptual-chain-of-thought-prompting
• Watch: learn.microsoft.comdotnet/ai/conceptual/chain-of-thought-prompting documentation
• Change type: new-watch
• Previous value: "kR+a2W6SFbilo9QzTxVuBmBweog="
• Current value: "AyjDvlR1YFOiz205jV9Uyl51Sjo="
• Source: https://learn.microsoft.com/dotnet/ai/conceptual/chain-of-thought-prompting

[github-actions]

Automation detected another upstream change for this skill group.

• Issue key: dotnet-microsoft-extensions-ai
• Watch id: dotnet-ai-docs-conceptual-data-ingestion
• Watch: learn.microsoft.comdotnet/ai/conceptual/data-ingestion documentation
• Change type: new-watch
• Previous value: "EX9J3RVDRlpHJKDOK3+sJYekP7Q="
• Current value: "4azYo2kI/0H6TMvo8c4T0GasW0I="
• Source: https://learn.microsoft.com/dotnet/ai/conceptual/data-ingestion

[github-actions]

Automation detected another upstream change for this skill group.

• Issue key: dotnet-microsoft-extensions-ai
• Watch id: dotnet-ai-docs-conceptual-embeddings
• Watch: learn.microsoft.comdotnet/ai/conceptual/embeddings documentation
• Change type: new-watch
• Previous value: "pjGBbkU2uOUyiPa3OjOGX6sFE3A="
• Current value: "tkb5k5q8AuZGiq5kuC3RmAwGrYE="
• Source: https://learn.microsoft.com/dotnet/ai/conceptual/embeddings

[github-actions]

Automation detected another upstream change for this skill group.

• Issue key: dotnet-microsoft-extensions-ai
• Watch id: dotnet-ai-docs-conceptual-how-genai-and-llms-work
• Watch: learn.microsoft.comdotnet/ai/conceptual/how-genai-and-llms-work documentation
• Change type: new-watch
• Previous value: "0CNRKR7yKvNcSbH/Ay6teOzUrQE="
• Current value: "erXZ2M9q9rBhHchFcfa9Sg1VxmI="
• Source: https://learn.microsoft.com/dotnet/ai/conceptual/how-genai-and-llms-work

[github-actions]

Automation detected another upstream change for this skill group.

• Issue key: dotnet-microsoft-extensions-ai
• Watch id: dotnet-ai-docs-conceptual-prompt-engineering-dotnet
• Watch: learn.microsoft.comdotnet/ai/conceptual/prompt-engineering-dotnet documentation
• Change type: new-watch
• Previous value: "xXNZ2WooRmAZpS03FKnWKvRWQAc="
• Current value: "H/7aADsn3sg1r40ysELFcu96+rI="
• Source: https://learn.microsoft.com/dotnet/ai/conceptual/prompt-engineering-dotnet

[github-actions]

Automation detected another upstream change for this skill group.

• Issue key: dotnet-microsoft-extensions-ai
• Watch id: dotnet-ai-docs-conceptual-rag
• Watch: learn.microsoft.comdotnet/ai/conceptual/rag documentation
• Change type: new-watch
• Previous value: "+SGw/qz3CDJ1zOqrijkGuSd6F98="
• Current value: "uivVAWcSFLB1DM9D3jzqLpbCIvU="
• Source: https://learn.microsoft.com/dotnet/ai/conceptual/rag