Document Extraction inside Community Edition

Question

I'm getting an error when trying to publish a model using AI Skills (Extraction). Could this be a restriction of the Community Edition, or is there something I need to configure?

sharma_kapil · Accepted Answer

It is not necessary that all the fields must be present in the documents if the field name are not present in the document then it's not an issue, you just need to use the different types of documents while training the model for eg, You have total 15 fields, in one of the document only 5 fields are present, in other document the next 5 fields are present, while training the model, you need to capture whatever fields are present in document.

Shubham Aware · Answer

No, Field names are just labels you create - they don&rsquo;t need to exist in the document. You highlight the actual content (like &ldquo;ABC Company&rdquo;) and tag it with your field name (like &ldquo;seller_name&rdquo;). The AI learns from what you highlight, not from the field names themselves.​​​​​​​​​​​​​​​​

Shubham Aware · Answer

The error you're seeing isn't a Community Edition restriction - it's telling you that you need more training data. All your fields have warning symbols because the AI extraction model requires more examples to learn from. To fix this, click "GO TO STEP 1" and upload additional documents that contain these fields, then label each field in multiple documents. AI extraction typically needs at least 5-10 examples of each field across different documents to train effectively and achieve good accuracy.

Document Extraction inside Community Edition

Top Replies