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

Two hours of on-demand video

Created by
Seth Kramer
Advanced AI Embeddings - Build a chatbot based on custom data using Pinecone

Two hours of on-demand video

Created by
Seth Kramer


What's inside this tutorial?

Discover the power of AI-driven chatbots in this hands-on project that walks you through creating a custom chatbot using OpenAI Embeddings and Pinecone, all within the no-code platform Bubble. This beginner-friendly course will teach you the skills to develop intelligent chatbots that understand and respond to user queries based on your own custom data.

In this project, you'll learn how to set up API connections, chunk and upload text data to Pinecone, perform vector database operations, and create a user-friendly interface for your chatbot. You'll also explore advanced techniques like extracting text from PDFs and websites, enabling your chatbot to gather insights from various sources.

Here's a taste of what you'll learn:

  • Configuring OpenAI Embeddings API connection in Bubble
  • Chunking text and uploading it to Pinecone
  • Executing Pinecone vector database upsert and query operations
  • Designing a chatbot interface for asking and answering questions
  • Extracting text from PDFs and websites for chatbot training
  • Implementing privacy rules for secure chatbot interactions

By the end of this project, you'll have a solid grasp of how to use AI embeddings and vector databases to create intelligent chatbots that provide personalized responses based on your own data. These skills are highly relevant across various industries, from customer support and e-commerce to healthcare and education.

Whether you're new to coding or have some experience with no-code tools, this project is designed to be accessible and engaging. With step-by-step guidance and practical examples, you'll gain the confidence to build your own AI-powered chatbots and explore the exciting possibilities of natural language processing.

Here's what you can expect:

  • Learn to use OpenAI Embeddings and Pinecone for custom chatbot development
  • Build a fully functional chatbot using the no-code platform Bubble
  • Extract and process text data from various sources for chatbot training
  • Implement privacy rules and best practices for secure chatbot interactions
  • Gain practical skills in AI, natural language processing, and no-code development

Who is this for?

  • Beginners eager to learn how to build AI-powered chatbots
  • Entrepreneurs and small business owners aiming to improve customer support
  • Developers interested in combining AI and no-code tools
  • Anyone looking to expand their skill set in natural language processing and chatbot development
Get full access with a 60-day money-back guarantee

About the instructor

Seth Kramer

Hi! I'm Seth, the founder and lead instructor at No Code MBA.

I've built massive no-code automations for venture-backed startups, beautiful Webflow-powered websites (including one for a celebrity chef), and bootstrapped a 7-figure marketplace business.

No-code tools have helped me reach my entrepreneurial dreams without writing a line of code, and I'm thrilled to share everything I've learned with you through No Code MBA courses.


Set up OpenAI Embeddings API connection in Bubble
Set up Pinecone Vector Database Upsert API Call
Set up Pinecone Query API Call
Set up Bubble Database and Build Initial Upload Form
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Founder, Magai
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