ChatUSGS

Web application interface for USGS water data access using OpenAI GPT-3.5

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About

Chat interface featuring Gradio front-end that allows users to request real-time hydrometeorological condtions through the USGS Water Data for the Nation platform. Designed to allow plain language requests for water conditions (water levels, discharge, water quality), air temperature, precipitation, and windspeed. Requests are parsed using the OpenAI GPT-3.5 Language Model and return results based on specified location and time frame.

Installation

OpenAI Setup:

1. Sign up for an OpenAI account
2. Create secret API Key and save to device

Code Installation

Clone repository to your device:

git clone https://github.com/pcoddo/ChatUSGS.git

Install required packages using pip or environment manager:

pip install gradio

conda install -c conda-forge gradio

Dependencies

Python version 3.9+

Packages:

• argparse
• gradio
• pandas
• pickle
• urllib
• requests

Usage

Update code with OpenAI API Key

Insert your private key on Line 26 in backend.py

Running script

Navigate to ChatUSGS directory:

cd path\to\ChatUSGS

Run app.py script using command line or Python IDE:

Click local URL to open app in browser:

In chat window, enter your prompt. GPT-3.5 will attempt to parse requests for observation of interest (e.g. flooding, water quality, weather), location, and time period. Example prompts and outputs are as follows:

Outputs are passed to the USGS Graph Image API. Requests for data are currently limited to the following USGS parameters:

Parameter	Unit	Code
Gage Height	Feet	00065
Air Temperature	Degree Fahrenheit	00021
Dissolved Oxygen	Milligrams per Liter	00030
Wind Speed	Miles per Hour	00035
Precipitation	Inches	00045
Streamflow	Cubic Feet per Second	00060

License

MIT License

Questions?

Contact: Perry Oddo

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