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.
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 runstreamlit 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