Agentic AI : With LLMs & RAGs

About this course

Welcome to a succinct and dynamic course tailored for individuals keen on diving into the world of Agentic AI, Large Language Models (LLMs) and building custom applications. Whether you're a corporate IT professional concerned with data privacy or an AI enthusiast eager to leverage the power of LLMs, this course is designed for you! Here’s a sneak peek of what we’ll explore:

Journey from NLP to LLMs:

• Unveil the evolution from Natural Language Processing (NLP) to the advent of LLMs and understand the significance of this progression.

Technology Underpinning LLMs:

• Delve into the core technologies driving LLMs including Recurrent Neural Networks (RNNs), Long Short-Term Memory networks (LSTMs) and Transformers.

Fine TuningBuilding LLM-based Web Applications:

• Get hands-on with Streamlit and the OpenAI API to construct interactive web applications powered by LLMs.
• Step-by-step guidance on crafting web applications for chatbots, engaging with PDF files, and summarizing web pages.
• Building RAG applications

Introduction to LangChain:

• Explore LangChain as a framework to further enhance your LLM application development experience.
• ResourcesAll the codes and datasets used in the program are provided as downloadable resources.
• Refresher on Core NLP:A module for those wanting to brush up on the fundamentals of NLP to better grasp the advanced concepts presented.
• This course is a living entity! As the field of LLMs evolves, so will the course material to ensure you stay updated with the latest advancements.

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