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Ignite 2024 #194

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Ignite 2024 #194

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@sudivate sudivate commented Oct 22, 2024

  1. Combined Contoso frontend and backend into one repo with updated AZD deployment in Azure.
  2. Added User feedback collection (Thumbs Up and Thumbs Down) through the frontend chat interface and dedicated endpoint to collect feedback as OTEL signals to App Insights.
  3. Use Azure AI Inference SDK and Azure Tracing SDK (Compatible with OTEL Semantic Conventions for Gen AI)
    4.Created an evaluation pipeline using Azure AI Evaluation SDK, based on captured data in App Insights, and submitting the evaluation scores back to App Insights.
  4. Enabled local OTEL signal visualization using Aspire Dashboard, seamlessly integrated with the VS Code experience.
  5. Developed an App Insights workbook to visualize telemetry signals in production, monitoring performance, quality, and cost.

Note: This PR involves major changes and considering the size it can be difficult to review, please feel to reach out for any additional context

sudivate and others added 30 commits September 10, 2024 16:32
Updated AI inference sample with instrumentation
Signed-off-by: sudivate <[email protected]>
use azure core tracing with App Insights and OTLP
Signed-off-by: sudivate <[email protected]>
Signed-off-by: sudivate <[email protected]>
Signed-off-by: sudivate <[email protected]>
…tion

OTEL instrumentation for AI inference SDK
* Add user to Cosmos roles.

* Check if user is logged into Azure CLI.
@sudivate sudivate closed this Oct 22, 2024
@sudivate sudivate reopened this Oct 23, 2024
@sudivate sudivate marked this pull request as ready for review October 23, 2024 20:48
@sudivate sudivate closed this Oct 23, 2024
Signed-off-by: sudivate <[email protected]>
Signed-off-by: sudivate <[email protected]>
Signed-off-by: sudivate <[email protected]>
@sudivate sudivate reopened this Oct 24, 2024
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5 participants