[FEATURE] Alumni Similarity Scores #207
Description
Display similarity scores (range 0-100%) on each alumni card on the Alumni Connections page.
The scores can be calculated using Groq. Prior to prompting the LLM, filter out as many of the alumni as possible based on categories such as Industry and default their scores to 0%.
Allow users to sort the list of alumni by similarity score.
Once the essential elements of this feature are complete, look into methods such as caching to reduce the number of calls to the API.