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Advanced AI Embeddings - Build a chatbot based on custom data using Pinecone

with
Course length:
2:10:00

What's inside

What you'll learn

  • Understanding the principles of AI and chatbots
  • Building a chatbot interface with Bubble
  • Deep dive into OpenAI embeddings
  • Working with Pinecone for efficient vector data management
  • Extracting and preprocessing data from PDFs and websites
  • Hands-on experience in training and deploying a custom AI chatbot

Meet your instructor

Lorem ipsum dolor sit amet, consectetur adipiscing elit. Suspendisse varius enim in eros elementum tristique. Duis cursus, mi quis viverra ornare, eros dolor interdum nulla, ut commodo diam libero vitae erat. Aenean faucibus nibh et justo cursus id rutrum lorem imperdiet. Nunc ut sem vitae risus tristique posuere.

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Advanced AI Embeddings - Build a chatbot based on custom data using Pinecone

Learn how to create your own custom AI chatbot that responds based on proprietary data from a PDF or website.

Course Preview:

About This Course

This comprehensive hands-on project brings you into the world of AI embeddings and vector databases. It's specifically designed for students and professionals who aspire to learn and apply cutting-edge AI techniques to develop custom chatbots using proprietary data.

One of the most common issues with AI chatbots like ChatGPT is that they don't understand your company's own proprietary data - AI embeddings and vector databases solve this problem!

You'll learn about AI embeddings, understanding their role in representing words, documents, and other types of data in a manner that machines can comprehend.

The course then covers vector databases, covering their importance in storing and retrieving high-dimensional vector data effectively in a simple, easy to understand, way.

Then, you'll create a fully custom chatbot from scratch using Bubble. You'll learn how to upload custom data from a PDF and webpage to a vector database using Pinecone, and build custom logic in Bubble to query your vector database to answer questions specific to your proprietary data in real-time.

Prerequisites: Familiarity with basic computer operations and understanding of AI concepts is beneficial. No coding knowledge is necessary as Bubble is a no-code platform.

By the end of this course, you will have developed a comprehensive understanding of Bubble, Pinecone, and OpenAI embeddings, and have a fully functional AI chatbot tailored to your specific data source. Your chatbot will be capable of understanding and responding to user queries, providing an efficient and interactive user experience.

What you'll learn

  • Understanding the principles of AI and chatbots
  • Building a chatbot interface with Bubble
  • Deep dive into OpenAI embeddings
  • Working with Pinecone for efficient vector data management
  • Extracting and preprocessing data from PDFs and websites
  • Hands-on experience in training and deploying a custom AI chatbot

Meet your instructor

Lorem ipsum dolor sit amet, consectetur adipiscing elit. Suspendisse varius enim in eros elementum tristique. Duis cursus, mi quis viverra ornare, eros dolor interdum nulla, ut commodo diam libero vitae erat. Aenean faucibus nibh et justo cursus id rutrum lorem imperdiet. Nunc ut sem vitae risus tristique posuere.

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Advanced AI Embeddings - Build a chatbot based on custom data using Pinecone

Learn how to create your own custom AI chatbot that responds based on proprietary data from a PDF or website.

About
Member Discussion

Course Description

This comprehensive hands-on project brings you into the world of AI embeddings and vector databases. It's specifically designed for students and professionals who aspire to learn and apply cutting-edge AI techniques to develop custom chatbots using proprietary data.

One of the most common issues with AI chatbots like ChatGPT is that they don't understand your company's own proprietary data - AI embeddings and vector databases solve this problem!

You'll learn about AI embeddings, understanding their role in representing words, documents, and other types of data in a manner that machines can comprehend.

The course then covers vector databases, covering their importance in storing and retrieving high-dimensional vector data effectively in a simple, easy to understand, way.

Then, you'll create a fully custom chatbot from scratch using Bubble. You'll learn how to upload custom data from a PDF and webpage to a vector database using Pinecone, and build custom logic in Bubble to query your vector database to answer questions specific to your proprietary data in real-time.

Prerequisites: Familiarity with basic computer operations and understanding of AI concepts is beneficial. No coding knowledge is necessary as Bubble is a no-code platform.

By the end of this course, you will have developed a comprehensive understanding of Bubble, Pinecone, and OpenAI embeddings, and have a fully functional AI chatbot tailored to your specific data source. Your chatbot will be capable of understanding and responding to user queries, providing an efficient and interactive user experience.

What you'll learn

  • Understanding the principles of AI and chatbots
  • Building a chatbot interface with Bubble
  • Deep dive into OpenAI embeddings
  • Working with Pinecone for efficient vector data management
  • Extracting and preprocessing data from PDFs and websites
  • Hands-on experience in training and deploying a custom AI chatbot

Meet your instructor

Lorem ipsum dolor sit amet, consectetur adipiscing elit. Suspendisse varius enim in eros elementum tristique. Duis cursus, mi quis viverra ornare, eros dolor interdum nulla, ut commodo diam libero vitae erat. Aenean faucibus nibh et justo cursus id rutrum lorem imperdiet. Nunc ut sem vitae risus tristique posuere.

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Member Discussion

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