I have tried to use the AI skill to extract info from pdf. But I notice that the speed of the AI skill is too slow. A doc like this. It takes 5 minutes to execute such a simple document. Is there anyway I can increase the execution speed? Is this because my model is not trained enough? Should I trained my model more?
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Peon said:Is this because my model is not trained enough? Should I trained my model more?
No, training won't help with speed. Training only improves accuracy, not performance.5 minutes for that simple table is abnormal. Should take seconds. This is an infrastructure/network issue; contact Appian support as 5 minutes for that simple document indicates a system problem.
Hi Peon , I agree with Shubham Aware that training will not impact latency, only AI accuracy. However, I'd like to call out that the three AI Skills that use traditional machine learning technology (Structured Document Extraction, Document Classification, and Email Classification) are designed to run asynchronously and thus can take minutes to respond.
If response time has a strong impact on your use case, I recommend using a Generative AI Skill, which run synchronously and support activity chaining. You can leverage these Skills for Intelligent Document Processing use cases through AI Document Center.