Eversmile12 / Mihir

Automated docs bot with integrated crawler

Python Chatbot with GPT3.5

👋 Hey there! Welcome to this awesome repository, which contains code for spinning up a personal chatbot using GPT3.5 trained on any documentation. And guess what? 90% of the code has been developed using ChatGPT, a large language model trained on the GPT-3.5 architecture! 💻

So, are you ready to create your own personal chatbot and start chatting with it? Here are the steps you need to follow:

Getting Started

1. Clone the repository:

git clone https://github.com/Eversmile12/Mihir

2. Create a new virtual environment and activate it:

python3 -m venv env
source env/bin/activate

3. Install the requirements:

pip install -r requirements.txt

4. In the scraper.py file, change the url and page number variable in the following function (precisely when calling multiProcessPages and findFirstPage):

if __name__ == "__main__":
    links = findFirstPage("https://your_documentation_website.com")
    visited = multiProcessPages(links, 15, "https://your_documentation_website.com/")
    save_text_csv(visited)
    page_text_to_embeddings("page_text.csv")

5. Set up the environment variables for Pinecone and OpenAI. You can find guides on how to get your API keys here: Pinecone and OpenAI.

6. Once the two API keys are set, run scraper.py:

python3 scraper.py

7. Wait for the process to complete.

8. Run the chat.py file:

python3 chat.py

9. And voila! You can now start chatting with your personal chatbot and ask it anything you want. It's like having your own personal assistant! 🤖💬

Badges

Hope you enjoy using this repository as much as we enjoyed creating it. Happy chatting! 😄