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: "mNXbhwLLuZGPAFqwq9pfrXY6amg="
  • Detail: Authenticate to Azure OpenAI using .NET - .NET | Microsoft Learn | ETag "mNXbhwLLuZGPAFqwq9pfrXY6amg="
• 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: "k74rqWhmSz2b1JdUiNmP/bSg0ng="
  • Detail: AI tool calling - .NET | Microsoft Learn | ETag "k74rqWhmSz2b1JdUiNmP/bSg0ng="
• 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: "eUw2QmQ0O06NgdnZSz9EkSpBaHo="
  • Detail: Chain of thought prompting - .NET | Microsoft Learn | ETag "eUw2QmQ0O06NgdnZSz9EkSpBaHo="
• 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: "K5u6zlq2Rmz2ZF0edjvzwchDTkQ="
  • Detail: Data ingestion - .NET | Microsoft Learn | ETag "K5u6zlq2Rmz2ZF0edjvzwchDTkQ="
• 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: "hMCtW/3NqBjJiQlQlKppzqXjPxs="
  • Detail: How Embeddings Extend Your AI Model's Reach - .NET | Microsoft Learn | ETag "hMCtW/3NqBjJiQlQlKppzqXjPxs="
• 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: "V38bw8ke6/Yg8Dou33MtCTRbpl8="
  • Detail: How Generative AI and LLMs work - .NET | Microsoft Learn | ETag "V38bw8ke6/Yg8Dou33MtCTRbpl8="
• 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: "A3+VEVJ6NFgCEHWdBFwEx9abRVU="
  • Detail: Prompt engineering concepts - .NET | Microsoft Learn | ETag "A3+VEVJ6NFgCEHWdBFwEx9abRVU="
• 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: "cA+oElyGaMt/HkiOHQ3DfaS6Q78="
  • Detail: Integrate Your Data into AI Apps with Retrieval-Augmented Generation - .NET | Microsoft Learn | ETag "cA+oElyGaMt/HkiOHQ3DfaS6Q78="
• 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: "8xmoUgsM9zQEtDZbQqwOR5ht0W8="
  • Detail: Understanding tokens - .NET | Microsoft Learn | ETag "8xmoUgsM9zQEtDZbQqwOR5ht0W8="
• 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: "RqucJKGpf5dAriyEw8OMRLemAHg="
  • Detail: Vector databases for .NET AI apps - .NET | Microsoft Learn | ETag "RqucJKGpf5dAriyEw8OMRLemAHg="
• 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: "yZ7JfouM7oJSIp99FZOB8Upkq74="
  • Detail: Zero-shot and few-shot learning - .NET | Microsoft Learn | ETag "yZ7JfouM7oJSIp99FZOB8Upkq74="
• 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: "kB3sx9A1ChpTKAhWy5yoRLWxAZ8="
  • Detail: Quickstart - Evaluate the quality of a model's response - .NET | Microsoft Learn | ETag "kB3sx9A1ChpTKAhWy5yoRLWxAZ8="
• 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: "R+m1a33IGBLYVn3SMqo3cWobBFY="
  • Detail: Tutorial - Evaluate response safety with caching and reporting - .NET | Microsoft Learn | ETag "R+m1a33IGBLYVn3SMqo3cWobBFY="
• 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: "GQwvqENrVlpxdBFqJz1Zytv3aPU="
  • Detail: Tutorial - Evaluate response quality with caching and reporting - .NET | Microsoft Learn | ETag "GQwvqENrVlpxdBFqJz1Zytv3aPU="
• 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: "MM6cfl3sBqW7fs6YUCKHsMJWPWw="
  • Detail: The Microsoft.Extensions.AI.Evaluation libraries - .NET | Microsoft Learn | ETag "MM6cfl3sBqW7fs6YUCKHsMJWPWw="
• 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: "k/6HI7kPU5X0gs1CmKNiN6TcnvM="
  • Detail: Responsible AI with .NET - .NET | Microsoft Learn | ETag "k/6HI7kPU5X0gs1CmKNiN6TcnvM="
• 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: "Is66BYLrpMrLWQZSdawDWSzCY88="
  • Detail: Scale Azure OpenAI for .NET chat sample using RAG - .NET | Microsoft Learn | ETag "Is66BYLrpMrLWQZSdawDWSzCY88="
• 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: "T0eX6EVQ1DiS85VYgpVZehZlz3k="
  • Detail: Get started with the 'chat using your own data sample' for .NET - .NET | Microsoft Learn | ETag "T0eX6EVQ1DiS85VYgpVZehZlz3k="
• 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: "wXP/rocirWmWCCS7AetmCuq8xVM="
  • Detail: Access data in AI functions - .NET | Microsoft Learn | ETag "wXP/rocirWmWCCS7AetmCuq8xVM="
• 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: "45DqdoAyzZ/K6ZqYlucgjMv+J/4="
  • Detail: Authenticate an Azure hosted .NET app to Azure OpenAI using Microsoft Entra ID - .NET | Microsoft Learn | ETag "45DqdoAyzZ/K6ZqYlucgjMv+J/4="
• 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: "HB7e9eNhQ8xSs26w999erT6cHo4="
  • Detail: Manage Azure OpenAI content filtering in a .NET app - .NET | Microsoft Learn | ETag "HB7e9eNhQ8xSs26w999erT6cHo4="
• 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: "ox2kVOXTR+nkdPt2gYJbvq3g0iM="
  • Detail: Handle invalid function input from AI models - .NET | Microsoft Learn | ETag "ox2kVOXTR+nkdPt2gYJbvq3g0iM="
• 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: "TGT+MIiRfJdFBip5e8Eh6aK1acU="
  • Detail: Use Microsoft.ML.Tokenizers for text tokenization - .NET | Microsoft Learn | ETag "TGT+MIiRfJdFBip5e8Eh6aK1acU="
• dotnet-ai-docs-ichatclient | http_document | learn.microsoft.comdotnet/ai/ichatclient documentation
  • Source: https://learn.microsoft.com/dotnet/ai/ichatclient
  • Current value: "6WD9EcHMG71E5x1RsVsHQVYoSWM="
  • Detail: Use the IChatClient interface - .NET | Microsoft Learn | ETag "6WD9EcHMG71E5x1RsVsHQVYoSWM="
• dotnet-ai-docs-iembeddinggenerator | http_document | learn.microsoft.comdotnet/ai/iembeddinggenerator documentation
  • Source: https://learn.microsoft.com/dotnet/ai/iembeddinggenerator
  • Current value: "HhbvdnYA1heKQD9VU3DykMfEm9c="
  • Detail: Use the IEmbeddingGenerator interface - .NET | Microsoft Learn | ETag "HhbvdnYA1heKQD9VU3DykMfEm9c="
• ... 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 #971
• Issue key: microsoft-extensions-ai
• Changed watches in this run: 43
• Watch ids: dotnet-ai-docs-azure-ai-services-authentication, dotnet-ai-docs-conceptual-ai-tools, dotnet-ai-docs-conceptual-chain-of-thought-prompting, dotnet-ai-docs-conceptual-data-ingestion, dotnet-ai-docs-conceptual-embeddings, dotnet-ai-docs-conceptual-how-genai-and-llms-work, dotnet-ai-docs-conceptual-prompt-engineering-dotnet, dotnet-ai-docs-conceptual-rag, (+35 more)