[8.17] Preconfigured Endpoints in Semantic_text field (#200659) #201192
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## Summary 1. Removed default endpoints from the `Select inference id` dropdown 2. Linked preconfigured endpoints properly with fields. 3. Added support to remove `index` errors regarding models. ### ESS: https://github.com/user-attachments/assets/4c13f5b3-a00a-4aac-a1c2-ca94e5b2c293 ### ES3 https://github.com/user-attachments/assets/83f1bd74-0973-4225-907b-89e7c372fa5f ### ingest and data with the preconfigured endpoint: ``` POST /search-jmo0/_doc { "content": "park_rocky-mountain" } ``` ``` GET /search-jmo0/_search ``` will return something like this: ``` { "took": 3, "timed_out": false, "_shards": { "total": 3, "successful": 3, "skipped": 0, "failed": 0 }, "hits": { "total": { "value": 1, "relation": "eq" }, "max_score": 1, "hits": [ { "_index": "search-jmo0", "_id": "712LRpMBqdKCj6yG9iFJ", "_score": 1, "_source": { "openai_semantic_text": { "inference": { "inference_id": "my-test-1-openai-endpoint", "model_settings": { "task_type": "text_embedding", "dimensions": 1536, "similarity": "dot_product", "element_type": "float" }, "chunks": [ { "text": "park_rocky-mountain", "embeddings": [...] } ] } }, "elser_semantic_text": { "inference": { "inference_id": ".elser-2-elasticsearch", "model_settings": { "task_type": "sparse_embedding" }, "chunks": [ { "text": "park_rocky-mountain", "embeddings": {...} } ] } }, "e5_semantic_text": { "inference": { "inference_id": ".multilingual-e5-small-elasticsearch", "model_settings": { "task_type": "text_embedding", "dimensions": 384, "similarity": "cosine", "element_type": "float" }, "chunks": [ { "text": "park_rocky-mountain", "embeddings": [...] } ] } }, "content": "park_rocky-mountain" } } ] } } ``` ### Checklist Check the PR satisfies following conditions. Reviewers should verify this PR satisfies this list as well. - [X] [Unit or functional tests](https://www.elastic.co/guide/en/kibana/master/development-tests.html) were updated or added to match the most common scenarios (cherry picked from commit 052f527)
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jedrazb
approved these changes
Nov 21, 2024
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Backport
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mainto8.17:Questions ?
Please refer to the Backport tool documentation
\n\n### Questions ?\nPlease refer to the [Backport tool\ndocumentation](https://github.com/sqren/backport)\n\n\n\nCo-authored-by: Samiul Monir <[email protected]>"}}]}] BACKPORT-->