Enroll Course: https://www.udemy.com/course/domine-llms-com-langchain/
Are you fascinated by the power of Generative AI and Large Language Models (LLMs)? Do you want to build innovative applications using cutting-edge technologies like ChatGPT, Llama, and Phi? If so, the ‘Domine LLMs com LangChain’ course on Udemy is precisely what you need.
This comprehensive course, taught in Portuguese, dives deep into the world of LLMs and their practical applications, with a strong emphasis on leveraging the LangChain framework and Python. It’s designed for anyone looking to move beyond theoretical concepts and start building real-world solutions.
The course begins with a solid theoretical foundation, introducing you to the fundamental concepts of LLMs and the vast ecosystem of Hugging Face, a treasure trove for modern Natural Language Processing (NLP). You’ll learn to implement LLMs using both the Hugging Face pipeline and the LangChain library, understanding the strengths of each approach.
The second part of the course is dedicated to mastering LangChain. You’ll gain hands-on experience accessing various models, from open-source powerhouses like Meta’s Llama and Microsoft’s Phi to proprietary models like OpenAI’s ChatGPT. The course even covers model quantization, a crucial technique for enhancing performance and scalability. Key LangChain components like chains, templates, and tools are explained in detail, empowering you to build robust NLP solutions. Prompt engineering techniques are also explored to ensure you get the most accurate results from your models.
A significant focus is placed on Retrieval-Augmented Generation (RAG). You’ll learn the intricacies of storing and retrieving information, implementing vector stores, and understanding the importance of embeddings. The course demonstrates how to use RAG to interact with various data sources, including PDF documents and web pages.
Furthermore, you’ll explore the exciting integration of agents and tools, enabling LLMs to perform tasks like web searches and access up-to-date information. A major advantage highlighted is the ability to run these projects locally, allowing you to work with open-source models even offline.
The practical project phase is where this course truly shines. You’ll build a custom chatbot with memory for Q&A, develop interactive applications using Streamlit for intuitive interfaces, and create an advanced RAG application capable of querying multiple documents. Perhaps the most impressive project is building an application that automatically summarizes videos and answers questions about their content, offering instant comprehension of video material.
Whether you’re a beginner looking to enter the field of Generative AI or an experienced developer seeking to expand your skillset, ‘Domine LLMs com LangChain’ provides the knowledge and practical experience necessary to excel. It’s an excellent investment for anyone wanting to harness the power of LLMs and build the next generation of intelligent applications.
Highly recommended for its practical approach, comprehensive coverage, and focus on real-world projects!
Enroll Course: https://www.udemy.com/course/domine-llms-com-langchain/