semantic_query test

semantic_query.json

PUT _ml/trained_models/.elser_model_2
{
  "input": {
	"field_names": ["text_field"]
  }
}

PUT _inference/sparse_embedding/my-elser-model
{
  "service": "elser",
  "service_settings": {
    "num_allocations": 1,
    "num_threads": 1
  },
  "task_settings": {}
}



PUT test-semantic
{
    "mappings": {
        "properties": {
            "infer_field": {
                "type": "semantic_text",
                "model_id": "my-elser-model"
            },
            "non_infer_field": {
                "type": "text"
            },
            "another_infer_field": {
                "type": "semantic_text",
                "model_id": "my-elser-model"
            }
        }
    }
}

PUT test-semantic/_doc/doc1
{
    "infer_field": "these are not the droids you're looking for",
    "non_infer_field": "hello",
    "another_infer_field": "carry on"
}
PUT test-semantic/_doc/doc2
{
    "infer_field": "Whose motorcycle is this?",
    "non_infer_field": "It's a chopper, baby",
    "another_infer_field": "Whose chopper is this?"
}
PUT test-semantic/_doc/doc2
{
    "infer_field": "And you know what they call a... a... a Quarter Pounder with Cheese in Paris",
    "non_infer_field": "They don't call it a Quarter Pounder with cheese?",
    "another_infer_field": "No man, they got the metric system. They wouldn't know what a Quarter Pounder is"
}

GET test-semantic/_search
{
    "query": {
        "semantic_query": {
            "infer_field": {
                "query": "burger"
            }
        }
    }
}

GET test-semantic/_search
{
    "query": {
        "semantic_query": {
            "infer_field": {
                "query": "robots"
            }
        }
    }
}

GET test-semantic/_search
{
    "query": {
        "semantic_query": {
            "infer_field": {
                "query": "motorbike"
            }
        }
    }
}