This project is intended to help you get a quickstart on Large Language Models (LLMs). You will learn how to build your very own AutoGPT model using a framework that is taking the programming community by storm - LangChain.
We will use streamlit, langchain, Wikipedia and openai to develop a web app that takes a keyword input and produces a title and script for a video.
Watch this made on YouTube - https://youtu.be/MlK6SIjcjE8
To use the script, you will need to follow these steps:
- Clone the repository via
git clone https://github.com/nicknochnack/Langchain-Crash-Course.gitandcdinto the cloned repository. - Install the required packages:
pip install -r requirements.txt - Copy the .env.template file to .env:
cp .env.template .env. This is where you will set the following variables. - Set your OpenAI API key in the OPENAI_API_KEY
- Run the script:
streamlit run app.py
Streamlit will spin up a page that will look like this
Go ahead and type in the keyword / subject for which you would like this program to do research on wikipedia and write up the script for your video and press return / enter. After a few seconds, you will see details on the page for your quick start script including the research used from Wikipedia search.
- Streamlit - https://github.com/streamlit/streamlit
- LangChain - https://github.com/hwchase17/langchain
- OpenAI - https://github.com/openai/openai-python
- Wikipedia - https://pypi.org/project/wikipedia/
- Chroma - https://github.com/chroma-core/chroma
- TikToken - https://github.com/openai/tiktoken
Have fun creating your YouTube video.