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[FEATURE] Add support for text to anomaly detector #816

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gaobinlong opened this issue Jul 23, 2024 · 1 comment
Open

[FEATURE] Add support for text to anomaly detector #816

gaobinlong opened this issue Jul 23, 2024 · 1 comment
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enhancement New feature or request

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@gaobinlong
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gaobinlong commented Jul 23, 2024

Is your feature request related to a problem?
As part of the olly project, text to anomaly detector is an important feature which lets LLM to give the recommended parameters for creating anomaly detector based on the give index, the frontend needs to add some support for this feature.

What solution would you like?

  1. In anomaly-detection-dashboards-plugin, we need to intercept the response from the chatbot and show a flyout with pre-filled parameters if the response contains the key information related to anomaly detector, the dashboard-assistant plugin provides a registry point which can be used easily by other plugins.
  2. At the first place, we did some investigation on feature anywhere's create anomaly detector flyout, but found it cannot be leveraged by this feature because it's bounded with visualization, but for this feature, no visualization will be generated. So we may implement a new flyout which only contains some input forms for creating anomaly detector.

What alternatives have you considered?
About creating anomaly detector, we may use the create anomaly detector page or feature anywhere's flyout in this plugin, but both are not friendly and not feasible.

Do you have any additional context?
A demo video about text to anomaly detector and the backend work in skills plugin:

opensearch-project/skills#337
opensearch-project/skills#348

@gaobinlong gaobinlong added enhancement New feature or request untriaged labels Jul 23, 2024
@dblock
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dblock commented Aug 12, 2024

[Catch All Triage - 1, 2, 3]

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