feat: add Amazon Textract integration (#2391) - #3148
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Add AmazonTextractConverter component that extracts text from images and single-page PDFs using the AWS Textract synchronous API. Supports both DetectDocumentText (plain OCR) and AnalyzeDocument (tables, forms, signatures, layout) as well as natural-language queries. Includes CI workflow, unit/integration tests, pydoc config, and repo-level wiring (labeler, coverage comment, README).
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bogdankostic
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Apr 14, 2026
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Thanks for your PR @zafatar! It looks already good to me, I just left a few minor comments on how it can be further improved.
| When provided, the Textract ``QUERIES`` feature type is enabled | ||
| automatically and each question is sent as a query. Answers are | ||
| included in the raw Textract response. Example: | ||
| ``["What is the patient name?", "What is the total due?"]`` |
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Let's use single backticks here.
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| ``["What is the patient name?", "What is the total due?"]`` | |
| `["What is the patient name?", "What is the total due?"]` |
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This file will be generated automatically once we do the release, so we can remove it here.
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Let's add some checks that warning messages are raised for cases that go wrong.
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Hi @zafatar, quite some time has already passed since you opened this PR. Do you intend to finish it or should a maintainer take over? |
bogdankostic
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May 22, 2026
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I took care of the few open points.
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Add AmazonTextractConverter component that extracts text from images and single-page PDFs using the AWS Textract synchronous API. Supports both DetectDocumentText (plain OCR) and AnalyzeDocument (tables, forms, signatures, layout) as well as natural-language queries. Includes CI workflow, unit/integration tests, pydoc config, and repo-level wiring (labeler, coverage comment, README).
Related Issues
Proposed Changes:
Similar to the other converter tools such as Azure Document Intelligence or other Amazon resources such as Amazon Bedrock, it covers the access to the
Amazon Textractby using boto3 and AWS credentials from the environment variables.How did you test it?
The tests are run as two separate groups:
Notes for the reviewer
Checklist
fix:,feat:,build:,chore:,ci:,docs:,style:,refactor:,perf:,test:.