python -m venv venv
source venv/bin/activate
pip install -r requirements.txt
python -m spacy download en_core_web_sm

Create a .env file with your TOGETHER_API_KEY from https://www.together.ai/, MONSTER_API_KEY from https://monsterapi.ai/, and PREDICTIONGUARD_TOKEN from Intel Developer Cloud. If you are using a custom Monster Deployment, which we are, include the MONSTER_DEPLOY_API_KEY and MONSTER_DEPLOY_URL in the .env as well.

First run scraper.py to build a database.json and pull documents.

Then run cache_pdf.py to pull text data from the scraped documents and cache them.

Then run llm_page_parse.py to run LLaMA 2 on these documents and extract key metrics for Oasis.

Then run clean.py to clean up the keyword data and save it in a more logical format.

Then run populate_vectordb.py to populate the vector db with embedded keyword data.

You can use the notebook query_vectordb.ipynb to inspect the data.

You can also use the notebook rag.py to converse with the agent and gain insights about a company's sustainability practices.

git clone git@github.com:alvin-isc/treehacks-2024.git intersystems
cd intersystems
docker run -d --name iris-comm -p 1972:1972 -p 52773:52773 intersystemsdc/iris-community:2024.1-preview
pip install -r requirements.txt

docker run -d -p 27017:27017 --name test-mongo mongo:latest

Follow other instructions at https://github.com/alvin-isc/treehacks-2024/blob/main/demo/langchain_demo.ipynb to get the IRIS password set up.