Web-Chatter

This Streamlit app allows you to input a website link and generate questions from the content of that website using Langchain and OpenAI's GPT-3.

Getting Started

Follow these steps to set up and run the app locally.

Prerequisites

Before you begin, make sure you have the following prerequisites:

• Python 3.x
• pip (Python package manager)
• OpenAI API key

Installation

1. Clone this repository:

   git clone https://github.com/Josiah-Adesola/Web-Chatter.git

2. Navigate to the project directory:

   cd Web-Chatter

3. Install the required Python packages:

   pip install -r requirements.txt
   

Prerequisites

You will need to set your OpenAI API key as an environment variable. You can do this by creating a .env file in the project directory and adding your API key as follows:

OPENAI_API_KEY=your-api-key-here

Usage

1. Run the Streamlit app:

   streamlit run app.py

2. Open the app in your web browser by following the link displayed in the terminal.
3. Input a website link into the provided field and click the "Generate Questions" button.
4. The app will retrieve content from the website, process it, and generate questions using OpenAI's GPT-3 model.
5. View the generated questions on the app's interface.

How it Works

The app follows these steps:

• Imports the necessary libraries and loads the OpenAI API key from the environment.
• Utilizes Langchain to split the data from the website link.
• Creates embeddings from the extracted content.
• Sets up a retriever from a Chroma vector database to retrieve relevant information.
• Constructs a retrieval-based question-answering model.
• Runs a prompt generation after creating the prompt template.
• Finally, builds the user interface with Streamlit.

Contributors

• Your Name (josiahadesola2018@gmail.com)