climate_pal

Climate PAL - Climate Analysis and Projection Language Model

Setup

1. In the app directory create a folder called data.

2. Create and place the following content into app/secrets/key.py (Note: you need to create key.py):

   import os
   
   def init():
       os.environ["OPENAI_API_KEY"] = '' # Put your key here!

3. clone the repository at cmip6-cmor-tables and place it at the same level directory as climate_pal.

Langchain Demo

conda create -n langchain_env python=3.11.7
conda activate langchain_env
conda install -c conda-forge xarray dask netCDF4 bottleneck
conda install openai scikit-learn numpy openpyxl notebook openpyxl matplotlib
conda install anaconda::scipy
conda install langchain tabulate langchain-experimental -c conda-forge
pip install chromadb gradio langchain-openai langchain-community lark streamlit 

In the app directory run:

streamlit run streamlit_assistant.py