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name: AMBA - ALZ Pattern Issue 🚀 | ||
description: Have an issue, question or suggestion for the AMBA ALZ Pattern? Let us know! | ||
title: "[General workload issue]: " | ||
assignees: | ||
- arjenhuitema | ||
labels: | ||
[ | ||
"Pattern: ALZ" | ||
] | ||
body: | ||
- type: markdown | ||
attributes: | ||
value: | | ||
Thank you for submitting this issue! | ||
- type: checkboxes | ||
id: existing-checks | ||
attributes: | ||
label: Check for previous/existing GitHub issues | ||
description: By submitting this issue, you confirm that you have [searched for previous/existing GitHub issues](https://github.com/Azure/azure-monitor-baseline-alerts/issues) to avoid creating a duplicate. | ||
options: | ||
- label: I have checked for previous/existing GitHub issues | ||
required: true | ||
- type: dropdown | ||
id: issue-type | ||
attributes: | ||
label: Issue Type? | ||
description: How would you best describe this issue? Is this a... | ||
options: | ||
- "Feature Request" | ||
- "Bug" | ||
- "Question" | ||
- "Other" | ||
validations: | ||
required: true | ||
- type: textarea | ||
id: question-feedback-text | ||
attributes: | ||
label: Description | ||
description: Let us know your question, feedback or suggestion here! | ||
validations: | ||
required: true | ||
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name: AMBA - AVD Pattern Issue 🚀 | ||
description: Have an issue, question or suggestion for the AMBA AVD Pattern? Let us know! | ||
title: "[General workload issue]: " | ||
assignees: | ||
- JCoreMS | ||
labels: | ||
[ | ||
"Pattern: AVD" | ||
] | ||
body: | ||
- type: markdown | ||
attributes: | ||
value: | | ||
Thank you for submitting this issue! | ||
- type: checkboxes | ||
id: existing-checks | ||
attributes: | ||
label: Check for previous/existing GitHub issues | ||
description: By submitting this issue, you confirm that you have [searched for previous/existing GitHub issues](https://github.com/Azure/azure-monitor-baseline-alerts/issues) to avoid creating a duplicate. | ||
options: | ||
- label: I have checked for previous/existing GitHub issues | ||
required: true | ||
- type: dropdown | ||
id: issue-type | ||
attributes: | ||
label: Issue Type? | ||
description: How would you best describe this issue? Is this a... | ||
options: | ||
- "Feature Request" | ||
- "Bug" | ||
- "Question" | ||
- "Other" | ||
validations: | ||
required: true | ||
- type: textarea | ||
id: question-feedback-text | ||
attributes: | ||
label: Description | ||
description: Let us know your question, feedback or suggestion here! | ||
validations: | ||
required: true | ||
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name: AMBA - AVS Pattern Issue 🚀 | ||
description: Have an issue, question or suggestion for the AMBA AVS Pattern? Let us know! | ||
title: "[General workload issue]: " | ||
assignees: | ||
- Mahesh-MSFT | ||
labels: | ||
[ | ||
"Pattern: AVS" | ||
] | ||
body: | ||
- type: markdown | ||
attributes: | ||
value: | | ||
Thank you for submitting this issue! | ||
- type: checkboxes | ||
id: existing-checks | ||
attributes: | ||
label: Check for previous/existing GitHub issues | ||
description: By submitting this issue, you confirm that you have [searched for previous/existing GitHub issues](https://github.com/Azure/azure-monitor-baseline-alerts/issues) to avoid creating a duplicate. | ||
options: | ||
- label: I have checked for previous/existing GitHub issues | ||
required: true | ||
- type: dropdown | ||
id: issue-type | ||
attributes: | ||
label: Issue Type? | ||
description: How would you best describe this issue? Is this a... | ||
options: | ||
- "Feature Request" | ||
- "Bug" | ||
- "Question" | ||
- "Other" | ||
validations: | ||
required: true | ||
- type: textarea | ||
id: question-feedback-text | ||
attributes: | ||
label: Description | ||
description: Let us know your question, feedback or suggestion here! | ||
validations: | ||
required: true | ||
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name: AMBA - General workload Issue 🚀 | ||
description: Have an issue, question or suggestion for a specific workload alert or for the overall project? Let us know! | ||
title: "[General workload issue]: " | ||
assignees: | ||
- JoeyBarnes | ||
labels: | ||
[ | ||
"AMBA Core" | ||
] | ||
body: | ||
- type: markdown | ||
attributes: | ||
value: | | ||
Thank you for submitting this issue! | ||
- type: checkboxes | ||
id: existing-checks | ||
attributes: | ||
label: Check for previous/existing GitHub issues | ||
description: By submitting this issue, you confirm that you have [searched for previous/existing GitHub issues](https://github.com/Azure/azure-monitor-baseline-alerts/issues) to avoid creating a duplicate. | ||
options: | ||
- label: I have checked for previous/existing GitHub issues | ||
required: true | ||
- type: dropdown | ||
id: issue-type | ||
attributes: | ||
label: Issue Type? | ||
description: How would you best describe this issue? Is this a... | ||
options: | ||
- "Feature Request" | ||
- "Bug" | ||
- "Question" | ||
- "Other" | ||
validations: | ||
required: true | ||
- type: textarea | ||
id: question-feedback-text | ||
attributes: | ||
label: Description | ||
description: Let us know your question, feedback or suggestion here! | ||
validations: | ||
required: true | ||
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20
docs/content/patterns/artificial intelligence/rag/_index.md
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--- | ||
title: GPT-RAG | ||
geekdocCollapseSection: true | ||
--- | ||
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## Overview | ||
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The Retrieval-Augmented Generation (RAG) pattern is an industry-standard approach to building applications that use large language models to reason over specific or proprietary data that is not already known to the large language model. | ||
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This page provides the alert settings for AI RAG pattern setup. It contains relevant metrics and threshold recommendations for key services involved in a RAG pattern architecture.For a reference architecture design of RAG, see [GPT-RAG](https://github.com/Azure/GPT-RAG). | ||
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Below is a basic architecture of RAG implementation | ||
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![RAG Basic Architecture](https://github.com/Azure/GPT-RAG/blob/main/media/architecture-GPT-RAG-Basic.png?raw=true) | ||
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We may update these settings as we continue to work with a breadth of customers. | ||
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## Alerts | ||
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{{< ragMetricAlerts >}} |
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<div><table> | ||
<tr> | ||
<th>Alert Name</th> | ||
<th>Component</th> | ||
<th>Metric</th> | ||
<th>Aggregation</th> | ||
<th>Operator</th> | ||
<th>Threshold</th> | ||
<th>Window</th> | ||
<th>Frequency</th> | ||
<th>Severity</th> | ||
<th>Scope</th> | ||
<th>Support for Multiple Resources</th> | ||
<th>Verified</th> | ||
<th>References</th> | ||
</tr> | ||
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||
{{ range $category, $types := $.Site.Data }} | ||
{{ range $type, $rules := $types }} | ||
{{ range $rules.alerts }} | ||
{{ if or (eq .visible true) (eq $.Site.Params.ambaDevMode true) }} | ||
{{ if and (eq .type "Metric") (in .tags "rag") }} | ||
{{ $data := newScratch }} | ||
{{ if isset . "deployments" }} | ||
{{ range where .deployments "type" "Policy" }} | ||
{{ if and (in .tags "rag") }} | ||
{{ $data.Set "name" .name }} | ||
{{ $data.Set "url" (relURL (path.Join "services" $category $type .template)) }} | ||
{{ $data.Set "scope" .properties.scope }} | ||
{{ $data.Set "multiResource" .properties.multiResource }} | ||
{{ end }} | ||
{{ end }} | ||
{{ end }} | ||
<tr> | ||
<td> | ||
<a href='{{ $data.Get "url" }}'>{{ $data.Get "name" }}</a> | ||
</td> | ||
<td> | ||
{{ .properties.metricNamespace }} | ||
</td> | ||
<td> | ||
{{ .properties.metricName }} | ||
</td> | ||
<td> | ||
{{ .properties.timeAggregation }} | ||
</td> | ||
<td> | ||
{{ .properties.operator }} | ||
</td> | ||
<td> | ||
{{ if eq .properties.criterionType "DynamicThresholdCriterion" }} | ||
dynamic | ||
{{ else }} | ||
{{ .properties.threshold }} | ||
{{ end }} | ||
</td> | ||
<td> | ||
{{ .properties.windowSize }} | ||
</td> | ||
<td> | ||
{{ .properties.evaluationFrequency }} | ||
</td> | ||
<td> | ||
{{ .properties.severity }} | ||
</td> | ||
<td> | ||
{{ $data.Get "scope" }} | ||
</td> | ||
<td> | ||
{{ if ($data.Get "multiResource") }} | ||
Yes | ||
{{ else }} | ||
No | ||
{{ end }} | ||
</td> | ||
<td> | ||
{{ if .verified }} | ||
Y | ||
{{ else }} | ||
N | ||
{{ end }} | ||
</td> | ||
<td> | ||
{{ range .references }} | ||
<a href="{{ .url }}" target="_blank">{{ .name }}</a> | ||
{{ end }} | ||
</td> | ||
</tr> | ||
{{ end }} | ||
{{ end }} | ||
{{ end }} | ||
{{ end }} | ||
{{ end }} | ||
|
||
</table></div> |
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