By using the LLM GPT4ALL module from Langchain, we read data from the file. Then the chatbot uses the Mistral 7B model to return answers to the questions asked.
- First of all, clone this repository on your device. Open your shell and paste the following commands:
URL cloning
git clone https://github.com/maciekmalachowski/Docs-ai-chatbot.git
SSH cloning
git clone git@github.com:maciekmalachowski/Docs-ai-chatbot.git
- Then you need to install the requirements contained in
requirements.txt.
pip install -r requirements.txt
- After that run
internal streamlit serverin the repository folder.
streamlit run main.py
Streamlit will launch the main.py file contained in the folder and automatically display it in the browser.
Unfortunately, the model is too large to upload to this project, so you have to download it yourself.
It is very simple. Just go to the GPT4ALL and choose the model that suits you best.
The front page doesn't have much, but that was the idea - to make the application trivially easy to use.
After uploading the file and pressing the Process button, a window will appear where we can ask questions about the document.
