This Python script utilizes the Tavily, LangChain, and OpenAI GPT-4 libraries to search for academic professors and researchers. It outputs their name, recent background and research, their position, and email.
- tavily - Python client for Tavily API.
- langchain_openai - Library for OpenAI GPT-4 integration.
- langchain_community - Additional modules for LangChain.
- streamlit - Framework for building interactive web applications.
- requests - Library for making HTTP requests.
- bs4 (Beautiful Soup) - Library for web scraping.
To run the application locally, follow these steps:
- Install the required dependencies using pip:
pip install -r requirements.txt- Obtain an API key for OpenAI and set it as an environment variable named OPENAI_API_KEY.
- Obtain an API key for Tavily and replace 'Your_API' in the script with your API key.
[streamlit]
OPENAI_API_KEY = "your_openai_api_key"- Run the Streamlit app:
streamlit run app.py- Enter the name of the professor/Dr you're trying to look up.
- Optionally, add another search query.
- Click the "Start" button to initiate the search.
- This application relies on the LangChain library for natural language processing tasks.
- The GPT-4 Turbo model is provided by OpenAI.
- Tavily is used to search the internet.
This project is licensed under the Apache License 2.0