What you'll learn
Create streaming avatars using D-ID technology: Learn to integrate D-ID's avatar technology to bring visual, lifelike interactions to your conversational AI.
Implement Retrieval Augmented Generation with LlamaIndex
Integrate OpenAI language models into their conversational AI apps
Deploy conversational AI applications to Kubernetes: Gain the skills to package and deploy your conversational AI system to a scalable Kubernetes environment.
Requirements
Knowledge of python, docker, linux, kubernetes
Description
Embark on a transformative journey to explore the depths of Conversational AI, leveraging LlamaIndex, D-ID, and OpenAI to unlock new possibilities. Delve into cutting-edge advancements, gaining invaluable insights and practical skills in content generation, avatar creation, and natural language processing. Whether you're a novice or a seasoned developer, this meticulously crafted program equips you with the expertise to craft engaging interactions across sectors. Master the intricacies of Conversational AI to exceed user expectations, elevating the overall experience. Join our community today and redefine the way you interact with technology, shaping the future of digital communication. Dive deep into case studies, interactive exercises, and hands-on projects that reinforce your learning and empower you to apply your newfound knowledge in real-world scenarios. Benefit from personalized guidance and mentorship from industry experts, ensuring that you stay on track and achieve your goals. Collaborate with peers, share insights, and build lasting connections in a supportive and dynamic learning environment. As you progress through the program, you'll not only expand your technical skills but also gain a deeper understanding of the ethical considerations and societal implications of Conversational AI. Prepare to become a leader in this rapidly evolving field, equipped with the tools and knowledge to drive innovation and shape the future of digital communication.
Overview
Section 1: Introduction to Streaming Avatars, Retrieval Augmented Generation and LlamaIndex
Lecture 1 Introduction to Streaming Avatars, Retrieval Augmented Generation and LlamaIndex
Lecture 2 Streaming Avatars
Lecture 3 What is Retrieval Augmented Generation
Lecture 4 Using Llama Index and Google Drive for RAG
Section 2: LlamaIndex RAG setup and Kubernetes Deployment
Lecture 5 LlamaIndex RAG setup
Lecture 6 RAG Avatar: Kubernetes Deployment
DevOps Engineers, Site Reliability Engineers, Solution Architects

Homepage

https://www.udemy.com/course/mastering-conversational-ai-with-llamaindex-d-id-and-openai/

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