Crafting Generative AI Web Apps with Streamlit & LangChain , From Zero to AI Hero: Build & Deploy Cutting-Edge AI Web Apps with Streamlit, LangChain, NLTK & External APIs.
Course Description
Unlock the power of artificial intelligence by learning how to build dynamic AI-powered web applications with Streamlit and LangChain. This hands-on course will guide you from understanding the basics of AI to implementing advanced features like NLP-based text summarization and API integrations. Perfect for developers, data scientists, and AI enthusiasts, this course offers a step-by-step approach to mastering the tools needed to create your own AI-driven web apps.
What You Will Learn:
In this course, you’ll gain a solid understanding of AI fundamentals and learn to build interactive web applications using Streamlit. You’ll explore LangChain integration, master state management in Streamlit, and apply natural language processing to create a text summarizer. Additionally, you’ll set up the arXiv API and utilize LangChain’s output parsers to manage research data. By the end of the course, you’ll have the skills to develop your own AI-powered web apps, culminating in two final projects that showcase your ability to build a sophisticated AI research paper web application.
By the end of this course, you’ll have the skills and confidence to build your own AI web applications, making advanced AI accessible and interactive. Whether you’re looking to enhance your career or embark on new projects, this course is your gateway to building AI-driven solutions.
Who this course is for:
- Developers aiming to build and deploy AI-powered web applications
- Developers wanting to integrate AI functionalities into their web projects
- Professionals looking to apply AI and NLP in real-world applications.
- Students and researchers needing practical AI and web development experience
- Engineers wanting to expand their skills with AI and web development tools
- Teachers wanting to include AI and web development in their curriculum
