How to Set Up a Chatbot Using Hugging Face DialoGPT & Streamlit | Chatbot Tutorial Part 2
#ChatbotTutorial #Streamlit #HuggingFace #DialoGPT #AIChatbot #CodingTutorial
Welcome to Part 2 of my chatbot tutorial series! In this video, we dive deep into quickly setting up an interactive chatbot using Hugging Face's DialoGPT and Streamlit. Whether you're a beginner or a tech enthusiast, this step-by-step guide will show you how to integrate the chatbot's powerful backend with a sleek, user-friendly Streamlit frontend—all in just 15 minutes!
🎥 In this video, we cover:
✔️ DialoGPT Code Walkthrough: Learn how to obtain and understand the necessary code from Hugging Face.
✔️ Tokenizer Deep Dive: Explanation of encoder and decoder functions to optimize your chatbot's responses.
✔️ Running DialoGPT in VS Code: Watch as we run and test the model to print out results.
✔️ Streamlit Integration: Understand the Streamlit documentation and how to build a responsive frontend for your chatbot.
✔️ Seamless Backend-Frontend Integration: Put everything together and see your chatbot in action!
🔗 Resources:
Hugging Face: https://huggingface.co/microsoft/DialoGPT-medium
Streamlit Documentation: https://docs.streamlit.io/develop/tutorials/llms/build-conversational-apps
Github: https://github.com/khanhvy31/Conversational-AI
Why Watch This Tutorial?
Learn how to leverage state-of-the-art AI technologies to create an engaging, conversational interface for your applications. Perfect for developers looking to enhance their projects with conversational AI or anyone wanting to explore chatbot development!
Chapters:
00:00 Introduction
00:30 DialoGPT's Code Walkthrough
01:35 Tokenizer Explanation - Encoder & Decoder
04:20 Run DialoGPT in VS Code & Print Results
08:22 Streamlit Documentation Overview
09:10 Testing the Streamlit EchoBot
09:50 Developing the Frontend with Streamlit
10:33 Building the Frontend Using Hugging Face's Skeleton Code
13:34 Integrating Frontend & Backend
15:07 Running the DialoGPT Chatbot
16:24 Conclusion
📢 Join the Conversation:
Have questions or ideas about building chatbots? Drop your comments below and share your experiences with DialoGPT and Streamlit!
🔔𝐃𝐨𝐧'𝐭 𝐟𝐨𝐫𝐠𝐞𝐭 𝐭𝐨 𝐬𝐮𝐛𝐬𝐜𝐫𝐢𝐛𝐞 𝐭𝐨 𝐦𝐲 𝐜𝐡𝐚𝐧𝐧𝐞𝐥 𝐟𝐨𝐫 𝐦𝐨𝐫𝐞 𝐮𝐩𝐝𝐚𝐭𝐞𝐬.
https://www.youtube.com/@DS-AIwithKV/?sub_confirmation=1
🔗 Stay Connected With Me.
Twitter (X): https://x.com/khanhvy31
Linkedin: https://www.linkedin.com/in/khanh-vy-nguyen0331/
Github: https://github.com/khanhvy31
Medium: https://medium.com/@khanhvy31
📩 For business inquiries: [email protected]
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🔎 Related Phrases:
Chatbot Tutorial, How to Build a Chatbot, DialoGPT Code Walkthrough, Streamlit Chatbot Integration, Conversational AI Guide, Interactive Chatbot Setup, Building AI Chatbots, NLP Chatbot Development, AI Coding Tutorial, Hugging Face DialoGPT
Enjoy the tutorial and happy coding!