voxel51 / voxelgpt

AI assistant that can query visual datasets, search the FiftyOne docs, and answer general computer vision questions
https://gpt.fiftyone.ai
Apache License 2.0
234 stars 17 forks source link

Chat history can change the meaning of a query #32

Closed ehofesmann closed 4 months ago

ehofesmann commented 1 year ago

The chat history can sometimes reword a query to result in a less useful view.

For example, the query images with a dolphin in them turned into show me all images with a label of 'dolphin'.

On the coco_gpt_demo dataset, there are not dolphin labels, so the first one would have likely resulted in an interesting sort_by_similarity view, but the second query would (and in my opinion should) always result in a filter labels for the class dolphin, which would be an empty view. That could be informative if you ask for exactly that query, but adding that level of specificity to the general prompt I gave it initially results in a view that's not very interesting.

jacobmarks commented 4 months ago

Closing this as it is no longer relevant :)