[8.x] [Connectors][GenAI] Inference Service Kibana connector (#189027) #196035
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## Summary Resolves elastic#188043 This PR adds new connector which is define integration with Elastic Inference Endpoint via [Inference APIs](https://www.elastic.co/guide/en/elasticsearch/reference/current/inference-apis.html) The lifecycle of the Inference Endpoint are managed by the connector registered handlers: - `preSaveHook` - [create](https://www.elastic.co/guide/en/elasticsearch/reference/current/put-inference-api.html) new Inference Endpoint in the connector create mode (`isEdit === false`) and [delete](https://www.elastic.co/guide/en/elasticsearch/reference/current/delete-inference-api.html)+[create](https://www.elastic.co/guide/en/elasticsearch/reference/current/put-inference-api.html) in the connector edit mode (`isEdit === true`) - `postSaveHook` - check if the connector SO was created/updated and if not removes Inference Endpoint from preSaveHook - `postDeleteHook` - [delete](https://www.elastic.co/guide/en/elasticsearch/reference/current/delete-inference-api.html) Inference Endpoint if connector was deleted. In the Kibana Stack Management Connectors, its represented with the new card (Technical preview badge): <img width="1261" alt="Screenshot 2024-09-27 at 2 11 12 PM" src="https://github.com/user-attachments/assets/dcbcce1f-06e7-4d08-8b77-0ba4105354f8"> To simplify the future integration with AI Assistants, the Connector consists from the two main UI parts: provider selector and required provider settings, which will be always displayed <img width="862" alt="Screenshot 2024-10-07 at 7 59 09 AM" src="https://github.com/user-attachments/assets/87bae493-c642-479e-b28f-6150354608dd"> and Additional options, which contains optional provider settings and Task Type configuration: <img width="861" alt="Screenshot 2024-10-07 at 8 00 15 AM" src="https://github.com/user-attachments/assets/2341c034-6198-4731-8ce7-e22e6c6fb20f"> subActions corresponds to the different taskTypes Inference API supports. Each of the task type has its own Inference Perform params. Currently added: - completion & completionStream - rerank - text_embedding - sparse_embedding Follow up work: 1. Collapse/expand Additional options, when the connector flyout/modal has AI Assistant as a context (path through the extending context implementation on the connector framework level) 2. Add support for additional params for Completion subAction to be able to path functions 3. Add support for tokens usage Dashboard, when inference API will include the used tokens count in the response 4. Add functionality and UX for migration from existing specific AI connectors to the Inference connector with proper provider and completion task 5. Integrate Connector with the AI Assistants --------- Co-authored-by: kibanamachine <[email protected]> Co-authored-by: István Zoltán Szabó <[email protected]> Co-authored-by: Liam Thompson <[email protected]> Co-authored-by: Steph Milovic <[email protected]> (cherry picked from commit 288d41d)
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cc @YulNaumenko |
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