/youtube-to-chatbot

Train a chatbot on an entire YouTube channel using OpenAI & Pinecone.

Primary LanguageJupyter Notebook

YouTube-to-Chatbot 🤖🎥

YouTube-to-chatbot logo

👉 Original launch announcement 🚀

Introduction

Welcome to YouTube-to-Chatbot, a Python notebook that allows you to train a chatbot on an entire YouTube channel. 🌟

This repository provides a notebook that utilizes the power of YouTube, OpenAI, Langchain, and Pinecone to build a conversational agent capable of mimicking the content, knowledge, and tone of any YouTube channel. By extracting information from the channel's videos and training a chatbot, we can create an AI-powered assistant that engages in meaningful conversations with users.

YouTube-to-Chatbot Demo

🧑‍🏫 How it Works

  1. Start by adding the YouTube ID of the channel you'd like to clone.
  2. Obtain API keys for OpenAI, YouTube, and Pinecone.
  3. Run each step of the notebook to extract data from YouTube, train the chatbot, and deploy the model.
  4. Interact with your newly created chatbot and witness its ability to hold intelligent conversations based on the channel's content.

💬 Benefits for Creators and Communities

YouTube-to-Chatbot aims to unlock new possibilities for content creators and foster community growth. With this project, creators can:

  • Provide an interactive and engaging experience for their audience.
  • Offer personalized recommendations and responses to viewers.
  • Automate routine tasks such as answering frequently asked questions.
  • Expand their reach by enabling chatbot interactions across various platforms.

🎯 Early Access and Contributions

To get early access to new features and updates, follow me at @ehalm_ on Twitter. This is just the start! If you are a creator interested in a custom model or a developer eager to contribute to this project, feel free to shoot me a DM.

🏁 Getting Started

To start using YouTube-to-Chatbot, follow these steps:

  1. Clone this repository to your local machine.
  2. Access the notebook here to run it on Google Colab.
  3. Make sure you have the necessary API keys and permissions.
  4. Fill in the required information in the notebook, such as the YouTube ID and API keys.
  5. Run each step in the notebook to train and deploy your chatbot.
  6. Engage in conversations with your AI assistant and explore its capabilities!

Let's empower creators and revolutionize community engagement together! 🚀✨