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Mastering Conversational AI with LlamaIndex, D-ID and OpenAI
Rating: 4.4 out of 5(6 ratings)
26 students

Mastering Conversational AI with LlamaIndex, D-ID and OpenAI

Conversational AI Mastery: LlamaIndex, D-ID, OpenAI
Created byElliott Arnold
Last updated 4/2024
English

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.

Course content

2 sections6 lectures1h 1m total length
  • Introduction to Streaming Avatars, Retrieval Augmented Generation and LlamaIndex0:49

    Introduction to course and D-ID avatars 

  • Streaming Avatars6:05

    In this video I discuss use cases for streaming avatars.

  • What is Retrieval Augmented Generation11:08

    In this video I explain what is Retrieval Augmented Generation

  • Using Llama Index and Google Drive for RAG16:49

    In this video I explain what is Llama index and it's role in the application.

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.

Who this course is for:

  • DevOps Engineers, Site Reliability Engineers, Solution Architects