inference search notebook error with model_id vs inference_id after 8.13 upgrade

[miguelgrinberg]

Issue from @derickson

My environment

• colab
• elasticsearch python library 8.13
• elasticsearch 8.13.0 in ESS
• Notebook: https://github.com/elastic/elasticsearch-labs/blob/main/notebooks/search/07-inference.ipynb

The Semantic search step uses the follwing as it's knn query

{
        "field": "plot_embedding",
        "query_vector_builder": {
            "text_embedding": {
                "inference_id": "my_openai_embedding_model",
                "model_text": "Fighting movie",
            }
        },
        "k": 10,
        "num_candidates": 100,
    }

which does not work in 8.13

changing to "model_id" instead of "inference_id" solves the issue. This notebook was written for 8.12

the note at the end is innacurate

"NOTE: If you use Elasticsearch 8.12, you must change inference_id in the snippet above to model_id."

[miguelgrinberg]

This relates to a recent change by @szabosteve. Assigning to him.

[szabosteve]

@miguelgrinberg The issue is that the query_vector_builder does not accept inference_id only model_id yet. I opened a PR to fix the problem. Thank you for opening the issue.