Build Your Own LLM-Powered Chatbot with Transformers & Django | AI-Powered FAQ Integration Tutorial🤖
Welcome to my tutorial on creating a custom chatbot using the Transformers library and PyTorch! In this video, I’ll guide you step-by-step on how to utilize the pre-trained DialoGPT-small model and enhance its functionality by integrating a custom FAQ JSON. You’ll learn how to implement a fallback mechanism that responds with predefined answers from your FAQ file, and how to set up a Django backend to serve your chatbot. Plus, I’ll show you how to make AJAX calls from the frontend for a seamless user experience!
Build Your Own LLM-Powered Chatbot with Transformers & Django | AI-Powered FAQ Integration Tutorial
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🔍 What You’ll Learn:
Setting up a Django project
Using Transformers and PyTorch with DialoGPT-small
Integrating custom FAQ responses
Making AJAX calls for dynamic interaction
📚 Resources:
Project Download Link: https://github.com/webcog/AI-Powered-...
Source Code: https://github.com/webcog/AI-Powered-...
Transformers documentation: https://huggingface.co/docs/transform...
Django documentation: https://www.djangoproject.com/
Don't forget to like, share, and subscribe for more tutorials! Let’s get started on building your chatbot!
Timestamps:
0:00 - Project Overview
5:07 - Project Setup
9:00 - Handling Frontend
21:00 - Implementing ML Model
54:00 - Setting Up for Fixed Q&A
1:35:00 - Outro
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Build Your Own Chatbot with Transformers & Django | FAQ Integration Tutorial | AI Powerd Bot
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