Quick advice for an ES newbie - ES and natural language

[GenXJason (Jason G. X)]

Trying to (extremely) simplify my requirements.

Given a document structure similar to this:

{ 
   "id": 1.
   " vendor_type": "electrician",
   "location": "new york",
   "price_level": "cheap"
}

{ 
   "id": 2.
   " vendor_type": "plumber",
   "location": "chicago",
   "price_level": "expensive"
}

Is there a pattern/tools/techniques I can follow if I want to enable my users to query something like:

cheap electricians in new york
plumbers in chicago

I would appreciate any insight or pointer

[shrikantgulia (Shrikant)]

Hey @GenXJason,

This is something related to recommendation engine.
GET index_name/_search

{

"query": {

"term": {

  "price_level": "baker"

}

},

"aggs": {

  "bestMatch": {

    "terms": {

      "field": "vendor_type.keyword"

    }

  }

}

}