Seize the opportunity to explore the world of advanced Large Language Models (LLMs) with this exclusive limited-time free course! Learn practical deployment strategies and design LLM systems that interact efficiently with users through internal reasoning, dialog management, and effective tooling. Dive into topics such as inference interfaces, pipeline design, dialog states, semantic similarity, and more to develop your own cutting-edge LLM applications.


Learning Objectives:
Compose LLM systems leveraging internal and external reasoning componentsDesign dialog management systems for information structuringImplement embedding models for content retrieval and dialog guard railingDevelop a RAG agent for answering questions without fine-tuning

Course Outline:
Introduction and environment setupLLM inference interfaces and microservicesDesigning LLM pipelines using LangChain, Gradio, and LangServeDialog state management and knowledge extractionWorking with long-form documentsEmbeddings for semantic similarity and guard railingVector stores for efficient document retrievalEvaluation, assessment, and certificationUpon completion, participants will possess the knowledge and skills to develop and deploy their own LLM applications confidently.


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** DISCLAIMER **
This course is not going to remain free for all times.