Ocr Loader
OCRReader ¶
Bases: BaseReader
Read PDF using OCR, with high focus on table extraction
Example
Parameters:
Name | Type | Description | Default |
---|---|---|---|
endpoint
|
Optional[str]
|
URL to FullOCR endpoint. If not provided, will look for
environment variable |
None
|
use_ocr
|
whether to use OCR to read text (e.g: from images, tables) in the PDF If False, only the table and text within table cells will be extracted. |
True
|
Source code in libs/kotaemon/kotaemon/loaders/ocr_loader.py
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|
load_data ¶
Load data using OCR reader
Parameters:
Name | Type | Description | Default |
---|---|---|---|
file_path
|
Path
|
Path to PDF file |
required |
debug_path
|
Path
|
Path to store debug image output |
required |
artifact_path
|
Path
|
Path to OCR endpoints artifacts directory |
required |
Returns:
Type | Description |
---|---|
List[Document]
|
List[Document]: list of documents extracted from the PDF file |
Source code in libs/kotaemon/kotaemon/loaders/ocr_loader.py
ImageReader ¶
Bases: BaseReader
Read PDF using OCR, with high focus on table extraction
Example
Parameters:
Name | Type | Description | Default |
---|---|---|---|
endpoint
|
Optional[str]
|
URL to FullOCR endpoint. If not provided, will look for
environment variable |
None
|
use_ocr
|
whether to use OCR to read text (e.g: from images, tables) in the PDF If False, only the table and text within table cells will be extracted. |
required |
Source code in libs/kotaemon/kotaemon/loaders/ocr_loader.py
load_data ¶
Load data using OCR reader
Parameters:
Name | Type | Description | Default |
---|---|---|---|
file_path
|
Path
|
Path to PDF file |
required |
debug_path
|
Path
|
Path to store debug image output |
required |
artifact_path
|
Path
|
Path to OCR endpoints artifacts directory |
required |
Returns:
Type | Description |
---|---|
List[Document]
|
List[Document]: list of documents extracted from the PDF file |