>> Now - throw a punch of clinical guidelines in a vector database and give it context
I built MedQA (https://labs.cactiml.com/medqa) as a way to explore how GPT could be used through providing clinical guidelines as context + pretty extensive prompt engineering. There are definitely limitations and the accuracy/constraining "hallucinations" has to meet a very high bar, but I've found it interesting-to-helpful several times while on rounds at the hospital as a med student.
Some functionality made possible through GPT that I am excited to explore further:
- Interacting with the guidelines in a question-and-followup format: https://twitter.com/samarthrawal/status/1620547117717786624
- Answering with different levels of complexity depending on user: https://twitter.com/samarthrawal/status/1636137740390498306
- Proactively detecting if the answer lends itself well to a table format, and optionally generating a table to address user query: https://twitter.com/samarthrawal/status/1631759290414276615