Hackathon Project - AI EarthHack
Team Members: Jason Jia, Maria Besedovskaya, Nuobei Zhang, Xidan Xu

We built CircularInsightAI, an AI-powered system that innovatively evaluates circular economy ideas using a multi-faceted filter and enhancer approach. It is designed to empower investors in making efficient and informed assessments.

Link to Final Report

An overview of what each folder and file does:

/data

• Consists of original data, splited data, and code to split data. It also has the manually labeled data set which was used as ground truth
• data/json: consists of JSON version of the CSV file

/preprocessing

• Code to convert CSV file into JSON files, which are saved in data/json

/finetuned_model_test

• Consists of LLM fine-tuning test files and code that generated the plots and accuracy rates

/web_interface

• Self-contained folder containing all files needed to run the Streamlit web interface
• To run the web interface locally, cd to the root of this repo and run streamlit run web_interface/CircularInsightAI.py.

/clusters

• Code of k-means method to get categories of ideas

/api_key_test

• Code to test the GPT API key