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: "4WM/tIlJcjaXBtf0yZvB/6YX82k="
  • Detail: Authenticate to Azure OpenAI using .NET - .NET | Microsoft Learn | ETag "4WM/tIlJcjaXBtf0yZvB/6YX82k="
• 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: "lbP2xIw1i3do6TnfHqpOuYBOlDc="
  • Detail: AI tool calling - .NET | Microsoft Learn | ETag "lbP2xIw1i3do6TnfHqpOuYBOlDc="
• 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: "CTNBw+cXfGVz5B27dN+qSf9HqHs="
  • Detail: Chain of thought prompting - .NET | Microsoft Learn | ETag "CTNBw+cXfGVz5B27dN+qSf9HqHs="
• 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: "E0fakK/j4a6dh/LCfLldAvRjkyo="
  • Detail: Data ingestion - .NET | Microsoft Learn | ETag "E0fakK/j4a6dh/LCfLldAvRjkyo="
• 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: "l78hIAvwp/DCnqVglTx9awYoJs4="
  • Detail: How Embeddings Extend Your AI Model's Reach - .NET | Microsoft Learn | ETag "l78hIAvwp/DCnqVglTx9awYoJs4="
• 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: "cTOENY8J13DPwUztN4sLcUbAHR8="
  • Detail: How Generative AI and LLMs work - .NET | Microsoft Learn | ETag "cTOENY8J13DPwUztN4sLcUbAHR8="
• 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: "Wnunx+vxhoZfHhcuVQ0lag8X74M="
  • Detail: Prompt engineering concepts - .NET | Microsoft Learn | ETag "Wnunx+vxhoZfHhcuVQ0lag8X74M="
• 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: "wH5bj74ee+n37m/NbXy/SWZM8IY="
  • Detail: Integrate Your Data into AI Apps with Retrieval-Augmented Generation - .NET | Microsoft Learn | ETag "wH5bj74ee+n37m/NbXy/SWZM8IY="
• 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: "yFFeo8+Gz3559VfL6TpwtKg2spw="
  • Detail: Understanding tokens - .NET | Microsoft Learn | ETag "yFFeo8+Gz3559VfL6TpwtKg2spw="
• 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: "4FKy4fUdi+nkPP4fADQUa55/z5c="
  • Detail: Vector databases for .NET AI apps - .NET | Microsoft Learn | ETag "4FKy4fUdi+nkPP4fADQUa55/z5c="
• 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: "/+1kGmd2AInYHzGNJJ2z7mFXp8E="
  • Detail: Zero-shot and few-shot learning - .NET | Microsoft Learn | ETag "/+1kGmd2AInYHzGNJJ2z7mFXp8E="
• 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: "jxueR3oadJ05iVFsWaulm9wFRZU="
  • Detail: Quickstart - Evaluate the quality of a model's response - .NET | Microsoft Learn | ETag "jxueR3oadJ05iVFsWaulm9wFRZU="
• 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: "vv4TgzCxKHfdoa9jqkDrtLjFSFc="
  • Detail: Tutorial - Evaluate response safety with caching and reporting - .NET | Microsoft Learn | ETag "vv4TgzCxKHfdoa9jqkDrtLjFSFc="
• 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: "/nAXO2AcjfR632zkZ2o2EefuNqg="
  • Detail: Tutorial - Evaluate response quality with caching and reporting - .NET | Microsoft Learn | ETag "/nAXO2AcjfR632zkZ2o2EefuNqg="
• 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: "lM6B5f4JwgXpHrJFoPiqP7UzNMc="
  • Detail: The Microsoft.Extensions.AI.Evaluation libraries - .NET | Microsoft Learn | ETag "lM6B5f4JwgXpHrJFoPiqP7UzNMc="
• 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: "aqRXZDcur4ASTTPACAttqvdpAI4="
  • Detail: Responsible AI with .NET - .NET | Microsoft Learn | ETag "aqRXZDcur4ASTTPACAttqvdpAI4="
• 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: "G8oqgehSXvyxhp2NNRnwlKG8y78="
  • Detail: Scale Azure OpenAI for .NET chat sample using RAG - .NET | Microsoft Learn | ETag "G8oqgehSXvyxhp2NNRnwlKG8y78="
• 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: "7yiHrXZvK7jghYlozlBCoryZPoQ="
  • Detail: Get started with the 'chat using your own data sample' for .NET - .NET | Microsoft Learn | ETag "7yiHrXZvK7jghYlozlBCoryZPoQ="
• 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: "agpVkYjOv3yDpMzTtpuMX1jN508="
  • Detail: Access data in AI functions - .NET | Microsoft Learn | ETag "agpVkYjOv3yDpMzTtpuMX1jN508="
• 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: "89qE4bP5vZf+DyBwUYp1vtcohJM="
  • Detail: Authenticate an Azure hosted .NET app to Azure OpenAI using Microsoft Entra ID - .NET | Microsoft Learn | ETag "89qE4bP5vZf+DyBwUYp1vtcohJM="
• 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: "oAs+aJNlmQ0YlwaKw6tCn73kFPI="
  • Detail: Manage Azure OpenAI content filtering in a .NET app - .NET | Microsoft Learn | ETag "oAs+aJNlmQ0YlwaKw6tCn73kFPI="
• 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: "TLJfei+ZPhA7vsb/w0b99cKsXL0="
  • Detail: Handle invalid function input from AI models - .NET | Microsoft Learn | ETag "TLJfei+ZPhA7vsb/w0b99cKsXL0="
• 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: "hw3bbFOK3C55dJPraVcdk2yCnws="
  • Detail: Use Microsoft.ML.Tokenizers for text tokenization - .NET | Microsoft Learn | ETag "hw3bbFOK3C55dJPraVcdk2yCnws="
• dotnet-ai-docs-ichatclient | http_document | learn.microsoft.comdotnet/ai/ichatclient documentation
  • Source: https://learn.microsoft.com/dotnet/ai/ichatclient
  • Current value: "ayeQOz7D01sfIEUfz707ps6dYPc="
  • Detail: Use the IChatClient interface - .NET | Microsoft Learn | ETag "ayeQOz7D01sfIEUfz707ps6dYPc="
• dotnet-ai-docs-iembeddinggenerator | http_document | learn.microsoft.comdotnet/ai/iembeddinggenerator documentation
  • Source: https://learn.microsoft.com/dotnet/ai/iembeddinggenerator
  • Current value: "KsIIBN17gdSJgEi5KFzlt6YSAqA="
  • Detail: Use the IEmbeddingGenerator interface - .NET | Microsoft Learn | ETag "KsIIBN17gdSJgEi5KFzlt6YSAqA="
• ... 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

[github-actions]

Automation closed this upstream-watch issue because a newer upstream event superseded it.

• Replacement issue: Upstream update: microsoft-extensions-ai #786
• Issue key: microsoft-extensions-ai
• Changed watches in this run: 9
• Watch ids: dotnet-ai-docs-conceptual-how-genai-and-llms-work, dotnet-ai-docs-conceptual-understanding-tokens, dotnet-ai-docs-evaluation-evaluate-with-reporting, dotnet-ai-docs-get-started-app-chat-template, dotnet-ai-docs-how-to-app-service-aoai-auth, dotnet-ai-docs-how-to-use-tokenizers, dotnet-ai-docs-quickstarts-generate-images, dotnet-ai-docs-resources-get-started, (+1 more)