Search

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Searching Through an Index

Search allows you to find portions of a video through natural language. Results are categorized into three types: visual embeddings, transcriptions, and optical character recognition (OCR).

To search:

# Search with natural language
resp = moonshine.search(index="your-index-name", query="red car with people shaking hands inside")

# resp = {'status': 'complete', 'output': {'embeddings': match[], 'transcript': match[], 'ocr': match[]}}

Every match object is an individual result that matches the query. A list of match objects is returned for every category.

A match object has the following data:

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Searching With an Image

You can search through an index with an image. To search with an image:

resp = moonshine.search(index="your-index-name", image="./image.png")

# resp = {'status': 'complete', 'output': {'embeddings': match[], 'transcript': match[], 'ocr': match[]}}