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Build an AI Customer Service Chatbot with Python
Rating: 4.0 out of 5(23 ratings)
1,982 students

Build an AI Customer Service Chatbot with Python

Use DeepSeek's API, Gradio, & PyPDF to create a ChatGPT-like assistant that answers questions based on your PDF files
Created byAly Dawood
Last updated 9/2025
English

What you'll learn

  • Building AI Agents
  • Build AI Agents Using Python and DeepSeek
  • Learn Basics of Gradio
  • Authentication Procedure for DeepSeek API Access

Course content

3 sections7 lectures48m total length
  • Welcome & Overview3:24
  • Application Demonstration3:02
  • What is DeepSeek?2:00
  • Acquiring Access Credentials for DeepSeek API2:42
  • Python Virtual Environment4:27

Requirements

  • You Must Know Python

Description

Course Description

Welcome to the definitive course on building a practical, powerful, and professional AI customer service agent! In today's digital world, businesses need to provide instant, 24/7 support. This project-based course will teach you how to build your own AI chatbot that answers complex customer questions by intelligently reading your company's PDF documents, like policy guides, FAQ sheets, and product catalogs.

Go beyond basic chatbot tutorials. We will start by crafting a Python class to efficiently load and extract text from PDF files using the PyPDF library. You'll then master the art of prompt engineering, learning how to construct precise system prompts that instruct a powerful AI model to act as a knowledgeable and professional company representative. Crucially, you'll program it to stay on-topic and know when to direct users to human support.

The core of this project is integration with the cutting-edge DeepSeek API, a leading and cost-effective large language model. You'll learn how to authenticate, make API calls, and process responses to create a seamless conversational experience. Finally, you'll use Gradio to create a beautiful and functional web interface, allowing you to deploy and share your chatbot with anyone, for free, in just a few lines of code.

By the end, you will have a fully functional AI agent that can handle real-world customer inquiries, reducing support tickets and improving user experience. The skills you learn in using alternative LLM APIs like DeepSeek are directly transferable and highly valuable in the fast-growing field of AI automation and development.

Keywords: AI Chatbot, Python, DeepSeek API, Gradio, Customer Service Automation, PDF Data Extraction, Prompt Engineering, Python Project, Natural Language Processing, Build ChatGPT, Web App Deployment, Support Agent, LLM Integration.

Who this course is for:

  • A specialized course for developers aiming to build AI agents using Python and Deepseek