Hi All,
Implementing document understanding in on prem orchestrator UiPath set up using Automation suits . Facing various road blockers frequently in document understanding usecase.
Below are the listed challenges
- Getting dynamic behaviour in ml skills ,which runs for
certain times and won’t work some other time. - Pipelines will fails again and again based on increment in
Dataset increase or ML skills increment. - Using recommend infra set in our environments to avoid
Infra issues.
Below are tried approaches to solve issue
- Tried to increase the infra requirements and won’t worked
out. - Increased CPU and GPU settings to achieve based on
ML skills increment - Used good quality of documents for OCR extractions
- Also utilized proper versions /compatible versions of
studio,packages and orchestrator as per
recommendations of UiPath.
Still issue is remains same as service delivery to business ,it’s a big challenge in document understanding implementation?
Need genuine answers and suggestions.
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