The LLM would need to be accessed via API and would need to be able to be fine tuned. The PDF's may be up to 130 pages long.
Examples of information that I'd like to derive from the report are:
1. Does the patient have insurance of type X or Y?
2. What are the conditions that the patient is currently listed as having?
3. Is the patient currently taking medication of type X or Y?
4. How long has the patient been suffering from their current condition
5. What is the patients current cholesterol level
6. Which paragraph in the document deals with insurance and billing?
Of course, all of this info is listed in the medical report.