2-basic

Basic search demo

Basic search using term

Basic Search

Notebook Link

  pipeline = [
    {
        '$search': {
            'text': {
                'query': "fight club",
                'path': "title"
            }
        }
    }
]

Fuzzy

Notebook Link

pipeline = [
    {
        '$search': {
            'text': {
                'query': "fight club",
                'path': "title"
            }
        },
        'fuzzy': {
            'maxEdits': 2
        }
    }
]

Highlighting

Notebook Link

pipeline = [
    {
        '$search': {
            'text': {
                'query': "fight",
                'path': "title"
            },
            # text highlighting
            'highlight': {"path": "title"}
        }
    }, {
        '$project': {
            'highlights': {"$meta": "searchHighlights"}
        }
    }
]

App

And here's an app that combines it all into a single REST endpoint:

link

Author

Reach out to Ethan Steininger for help