Alex Hall a1d31e41ad (core) Prevent the AI assistant response from including class definitions ... Summary: Sometimes the model repeats the classes given in the prompt which would mess up extracting the actual formula. This diff solves this by: 1. Changes the generated Python schema so that (a) the thing that needs completing is a plain top level function instead of a property/method inside the class and (2) the classes are fully valid syntax, which makes it easier to 2. Remove classes from the parsed Python code when converting the completion to a formula. 3. Tweak the prompt wording to discourage including classes in general, especially because sometimes the model tries to solve the problem by defining extra methods/attributes/classes. While I was at it, I changed type hints to use builtins (e.g. `list` instead of `List`) to prevent `from typing import List` which was happening sometimes and would look weird in a formula. Similarly I removed `@dataclass` since that also implies an import, and this also fits with the tweaked wording that the classes are fake. Test Plan: Added a new test case to the formula dataset which triggers the unwanted behaviour. The factors that seem to trigger the problem are (1) a small schema so the classes are easier to repeat and (2) the need to import modules, which the model wants to place before all other code. The case failed before this diff and succeeded after. The tweaked wording reduces the chances of repeating the classes but didn't eliminate it, so forcibly removing the classes in Python was needed. There were also a couple of other existing cases where repeating the classes was observed before but not after. Overall the score increased from 49 to 51 out of 69 (including the new case). At one point the score was 53, but changes in whitespace were enough to make it drop again. Reviewers: georgegevoian Reviewed By: georgegevoian Differential Revision: https://phab.getgrist.com/D4000		2023-08-18 12:50:09 +02:00
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formula-dataset-index.csv	(core) Prevent the AI assistant response from including class definitions	2023-08-18 12:50:09 +02:00