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Read extracted data

Read extracted data​

Once you have uploaded a resource and it got processed by Nuclia, you can access the data extracted from it.

  • CLI:

    nuclia kb resource get --rid=RESOURCE_ID --show=extracted --json

  • SDK:

    from nuclia import sdk
    resource = sdk.NucliaResource()
    resource.get(rid=RESOURCE_ID, show='extracted')

Note: If the resource is not processed yet, a warning will be shown.

The extracted data is nested in the extracted key of each resource's field.

For example, if you have upload a file with:

nuclia kb upload file --path=FILE_PATH --field=file1

the corresponding extracted data will be in data.files.file1.extracted.

It contains the extracted text, the paragraphs, the entities, the relations between entities and all the file metadata.

Get embeddings​

You can get the embeddings of the indexed text by using the extracted=vectors option:

  • CLI:

    nuclia kb resource get --rid=RESOURCE_ID --show=extracted --extracted=vectors --json

  • SDK:

    from nuclia import sdk
    resource = sdk.NucliaResource()
    resource.get(rid=RESOURCE_ID, show='extracted', extracted='vectors')