What you'll learn

Learn to use Large Language Models as Chatbots

Learn to use and run locally free models from HuggingFace library

Learn to integrate user interface using Gradio in the shortest possible time

Learn to add memory of previous conversations

Requirements

Comfortable with python programming

Basic Theoretical Knowledge of LLMs

Description

Embark on your journey into the fascinating world of conversational AI with this foundational course. Tailored for beginners, this program is your gateway to mastering the integration of large language models into interactive chatbots. Leveraging the robust Transformers library alongside the intuitive Gradio interface, this course provides a comprehensive introduction to crafting chatbots that can engage in context-aware conversations and deliver nuanced responses.What You Will Learn:Interactive AI Interfaces with Gradio: Discover how to use Gradio to build user-friendly interfaces for your chatbots, making AI accessible and engaging for all users.Context-Aware Chatbot Development: Learn the fundamentals of developing chatbots that can remember and build on previous conversations, providing users with a seamless conversational experience.Deploying Your First Chatbot: Step through the process of bringing your chatbot to life, from development to deployment, ready for real-world user interaction.Who This Course Is For:Beginners interested in the field of AI and chatbot development.Hobbyists looking to explore conversational AI as a new skill.Professionals seeking a foundational understanding of AI-powered conversational agents.Dive into the cutting-edge world of conversational AI in this comprehensive course, designed for those looking to master the integration of large language models into interactive chatbots. Utilizing the powerful Transformers library and the user-friendly Gradio interface, this course offers a deep dive into developing sophisticated chatbots capable of maintaining context and delivering nuanced responses.

Overview

Section 1: Introduction

Lecture 1 Introduction

Section 2: Building and Integrating a Conversational AI Chatbot with Gradio

Lecture 2 Setting-up_Project_Environment

Lecture 3 Chatbot_Basics_Setup

Lecture 4 Gradio_Chatbot_Interface

Lecture 5 Chatbot_Model_Local_Loading

Lecture 6 Chatbot_Merge_Completion

Lecture 7 Chatbot_Multi_Turn_Conversation

Junior AI Developers/Machine Learning Engineers aiming to get hands-on with LLM chatbot and HuggingFace,Developers interested in developing human-like chatbots in fastest time possible