Semantic search Kibana session

semantic-search.kibana

DELETE semantic-search
PUT semantic-search
{
  "settings": {
    "analysis": {
      "filter": {
        "synonym_graph": {
          "type": "synonym_graph",
          "lenient": false,
          "expand": false,
          "synonyms": [
            "taksas => taksas, šuo, žinduolis, gyvūnas",
            "berno_zenenhundas => berno_zenenhundas, šuo, žinduolis, gyvūnas",
            "šuo => šuo, žinduolis, gyvūnas",
            "žinduolis => žinduolis, gyvūnas",
            "katė => katė, žinduolis, gyvūnas"
          ]
        }
      },
      "analyzer": {
        "taxonomy_synonyms": {
          "tokenizer": "standard",
          "filter": [
            "synonym_graph"
          ]
        }
      }
    }
  },
  "mappings": {
    "properties": {
      "text": {
        "type": "text"
      },
      "category": {
        "type": "text",
        "analyzer": "taxonomy_synonyms"
      }
    }
  }
}

PUT semantic-search/_bulk
{ "index" : { "_id" : "1" } }
{ "text": "Šunys yra gerai", "category": "šuo"}
{ "index" : { "_id" : "2" } }
{ "text": "Taksai yra ilgi","category": "taksas"}
{ "index" : { "_id" : "3" } }
{ "text": "Žinduoliai žindo pienu", "category": "žinduolis"}
{ "index" : { "_id" : "4" } }
{ "text": "Katės nemėgsta vandens", "category": "katė"}

GET semantic-search/_refresh

GET semantic-search/_mtermvectors
{
  "docs": [
    {
      "_id": "1",
      "field_statistics": false,
      "term_statistics": false,
      "offsets": false,
      "positions": false,
      "fields": [
        "category"
      ]
    },
    {
      "_id": "2",
      "field_statistics": false,
      "term_statistics": false,
      "offsets": false,
      "positions": false,
      "fields": [
        "category"
      ]
    },
    {
      "_id": "3",
      "field_statistics": false,
      "term_statistics": false,
      "offsets": false,
      "positions": false,
      "fields": [
        "category"
      ]
    },
    {
      "_id": "4",
      "field_statistics": false,
      "term_statistics": false,
      "offsets": false,
      "positions": false,
      "fields": [
        "category"
      ]
    }
  ]
}

GET semantic-search/_search
{
  "explain": false,
  "query": {
    "bool": {
      "should": [
        {
          "match": {
            "category": {
              "query": "taksas"
            }
          }
        },
        {
          "match": {
            "text": {
              "query": "taksas"
            }
          }
        }
      ]
    }
  }
}