Mastering GPT-4o
In this module, you'll explore the powerful features of GPT-4o, the latest OpenAI model with multimodal capabilities. From building a voice-interactive AI assistant to enhancing websites with vision-based analysis, these tutorials cover essential techniques for real-world applications.
You'll learn how to create a talking AI assistant, use Pinecone to integrate your own data, and explore GPT-4o Mini for cost-effective solutions. By the end, you'll be equipped to use GPT-4o to build intelligent, responsive systems.
Lesson 1
Create Your Own Talking and Listening AI Girlfriend
In this tutorial, you'll learn how to build a virtual AI girlfriend using the GPT-4 model and OpenAI's powerful transcription and voice capabilities. We'll walk you through setting up a Python environment, recording and transcribing voice inputs with OpenAI's Whisper model, and using GPT-4 to generate natural conversational responses that are then converted back into speech.
In this tutorial, you'll learn:
- How to set up a Python environment and install necessary libraries like OpenAI for audio processing
- How to record and transcribe voice inputs using OpenAI Whisper
- How to process voice commands with GPT-4 and generate conversational responses
- How to convert text responses to speech using a text-to-speech model
- How to create an ongoing voice-based conversation with a virtual AI assistant
By the end of this tutorial, you'll have built a basic AI-driven virtual girlfriend capable of carrying on a natural, real-time conversation.
Full Video & Source CodeLesson 2
Vision-based Web Scraping
In this guide, we'll explore how to automate capturing website screenshots and use GPT-4o to analyze them for conversion rate optimization. We'll set up a Python environment, install Selenium for taking screenshots, and integrate GPT-4 to provide feedback on how to improve conversion rates based on the website's visual elements.
In this tutorial, you'll learn:
- How to automate website screenshots using Selenium and Python
- How to set up a virtual environment and install necessary dependencies
- How to use GPT-4 to analyze screenshots for conversion optimization
- How to encode images in base64 and send them to the OpenAI API for analysis
- How to get actionable insights from GPT-4 for enhancing website conversion rates
By the end of this tutorial, you'll have a script that captures website screenshots and uses GPT-4 to provide valuable conversion optimization feedback.
Full Video & Source CodeLesson 3
Integrating Your Own Data with GPT-4o and Pinecone
In this video, you'll learn how to integrate your own data into GPT-4o using the OpenAI API and Pinecone, a serverless vector database. By utilizing Pinecone, we'll store chunks of transcripts from previous videos and use them to answer specific queries based on this data, allowing GPT-4 to deliver responses informed by our unique content.
In this tutorial, you'll learn:
- How to create embeddings from your text data using OpenAI's API
- How to store and manage these embeddings in Pinecone's vector database
- How to retrieve relevant data chunks from Pinecone using a similarity search
- How to augment your query with context from retrieved documents
- How to generate AI responses based on your data using GPT-4o
By the end of this tutorial, you'll have the ability to enable GPT-4 to provide insights based on custom data from your own text documents.
Full Video & Source CodeLesson 4
Save costs with GPT4o Mini
In this video, I explore the newly released GPT-4o Mini, which promises to outperform GPT-3.5 at 60% of the cost while offering text and image analysis with a 128k context window. To test its capabilities, I evaluate three common use cases: text generation, image analysis, and autonomous agents. From crafting AI product headlines to improving website copy and running agent-based tasks, the GPT-4o Mini impresses with speed and accuracy.
In this tutorial, you'll learn:
- How GPT-4o Mini performs compared to larger models in text generation tasks
- How to analyze and improve website landing pages using GPT's vision capabilities
- How to create and manage autonomous agents in group chats with different roles
- Why GPT-4o Mini is an ideal cost-effective solution for autonomous agent-based tasks
