Build your own LLM-based applications
Build large language model (LLM) applications with our beginner-friendly projects. Tailored for developers, this comprehensive path combines foundational tools and frameworks with hands-on projects, providing a solid base for LLM development. By focusing on projects rather than just courses, you gain real-world skills in AI and NLP, and enjoy the satisfaction of seeing your creations come to life from hands-on learning.
Creating your own chatbot can significantly enhance user engagement and automate customer support, by providing instant responses to queries. It can also streamline workflows by handling repetitive tasks, thus saving time and resources. Whether for business or personal use, developing a chatbot equips you with valuable skills in AI and NLP, keeping you at the forefront of technological innovation.
With the guided projects below, you will learn how to create a ChatGPT-like website with LLMs and PyTorch, as well as build your own chatbots to analyze PDF documents, implement Speech-To-Text and Text-to-Speech functionalities, and create voice assistants. Utilize HuggingFace Gradio to build intuitive and interactive user interfaces for your applications. You will also be able to learn Retrieval-Augmented Generation (RAG) and LangChain to enhance the capabilities of your LLM models by integrating external knowledge sources.
Start learning today to gain hands-on experience in LLM and AI application development. Master essential tools, perform NLP tasks, and develop interactive applications with these guided projects.
