DeepsetSourceToBase64Image
Convert images to base64-encoded strings.
Basic Information
- Pipeline type: Query
- Type:
deepset_cloud_custom_nodes.converters.file_to_image.DeepsetSourceToBase64Image - Components it can connect with:
- Any component that outputs a list of paths
- Any component that accepts a list of
Base64Imageobjects as input - DeepsetFileDownloader:
DeepsetPDFDocumentToBase64Imagecan receive documents fromDeepsetFileDownloader. - DeepsetAzureOpenAIVisionGenerator: This Generator can receive Base64Image objects to run visual question answering on them.
Inputs
| Name | Type | Description |
|---|---|---|
sources | List of strings, Paths, or ByteStream objects | List of image file paths (string or Path) or ByteStream objects to convert to base64-encoded images. |
Outputs
| Name | Type | Description |
|---|---|---|
documents | List of Document objects | A list of text documents. |
base64_images | List of Base64Image objects | A list of base64-encoded images corresponding to the documents they were converted from. |
Overview
DeepsetSourceToBase64Image is a converter used in visual question answering pipelines to extract images from the sources. These images are then sent to a visual Generator that can process them.
Converting sources doesn't happen if the source is not a string, Path, or a ByteStream object.
Parameters
Init Parameters
These are the parameters you can configure in Pipeline Builder:
| Parameter | Type | Possible values | Description |
|---|---|---|---|
detail | Literal | autolowhightDefault: auto | Controls how the model processes the image and generates its textual understanding. By default, the model uses the auto setting which checks the image input size and chooses the best setting to use. For details see OpenAI documentation.Required. |
Run Method Parameters
These are the parameters you can configure for the component's run() method. This means you can pass these parameters at query time through the API, in Playground, or when running a job. For details, see Modify Pipeline Parameters at Query Time.
| Parameter | Type | Description |
|---|---|---|
sources | List of Path or ByteStream | A list of image file paths (string or Path) or ByteStream objects to convert into base64-encoded images. Required |
Updated 7 days ago