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O11y AI Assistant - Google Gemini support #4143

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Oct 18, 2024
Merged

O11y AI Assistant - Google Gemini support #4143

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AI Assistant Gemini AI
lucabelluccini Aug 12, 2024
997a13f
Add google gemini details
dedemorton Aug 13, 2024
b74f501
Specify supported models of Gemini
dedemorton Aug 20, 2024
3c7d515
Apply changes from review
dedemorton Aug 22, 2024
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18 changes: 12 additions & 6 deletions docs/en/observability/observability-ai-assistant.asciidoc
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Expand Up @@ -13,6 +13,7 @@ The AI Assistant integrates with your large language model (LLM) provider throug

* {kibana-ref}/openai-action-type.html[OpenAI connector] for OpenAI or Azure OpenAI Service.
* {kibana-ref}/bedrock-action-type.html[Amazon Bedrock connector] for Amazon Bedrock, specifically for the Claude models.
* {kibana-ref}/gemini-action-type.html[Google Gemini connector] for Google Gemini.

[IMPORTANT]
====
Expand All @@ -35,10 +36,11 @@ The AI assistant requires the following:

* {stack} version 8.9 and later.
* An https://www.elastic.co/pricing[Enterprise subscription].
* An account with a third-party generative AI provider that supports function calling. The Observability AI Assistant supports the following providers:
** OpenAI `gpt-4`+.
** Azure OpenAI Service `gpt-4`(0613) or `gpt-4-32k`(0613) with API version `2023-07-01-preview` or more recent.
** AWS Bedrock, specifically the Anthropic Claude models.
* An account with a third-party generative AI provider that preferably supports function calling.
If your AI provider does not support function calling, you can configure AI Assistant settings under **Stack Management** to simulate function calling, but this might affect performance.
+
Refer to the {kibana-ref}/action-types.html[connector documentation] for your provider to learn about supported and default models.

* The knowledge base requires a 4 GB {ml} node.

[IMPORTANT]
Expand Down Expand Up @@ -68,11 +70,15 @@ To set up the AI Assistant:
* https://platform.openai.com/docs/api-reference[OpenAI API keys]
* https://learn.microsoft.com/en-us/azure/cognitive-services/openai/reference[Azure OpenAI Service API keys]
* https://docs.aws.amazon.com/bedrock/latest/userguide/security-iam.html[Amazon Bedrock authentication keys and secrets]
* https://cloud.google.com/iam/docs/keys-list-get[Google Gemini service account keys]

. From *{stack-manage-app}* -> *{connectors-ui}* in {kib}, create an {kibana-ref}/openai-action-type.html[OpenAI] or {kibana-ref}/bedrock-action-type.html[Amazon Bedrock] connector.
. From *{stack-manage-app}* -> *{connectors-ui}* in {kib}, create an connector for your AI provider:
* {kibana-ref}/openai-action-type.html[OpenAI]
* {kibana-ref}/bedrock-action-type.html[Amazon Bedrock]
* {kibana-ref}/gemini-action-type.html[Google Gemini]
. Authenticate communication between {observability} and the AI provider by providing the following information:
.. In the *URL* field, enter the AI provider's API endpoint URL.
.. Under *Authentication*, enter the API key or access key/secret you created in the previous step.
.. Under *Authentication*, enter the key or secret you created in the previous step.

[discrete]
[[obs-ai-add-data]]
Expand Down