Introducing ProfG.AI | The Prof G Pod with Scott Galloway

Intro

In this episode of “The Prof G Pod with Scott Galloway,” Scott introduces the audience to ProfG.AI, an AI chatbot developed by PropG Media. The chatbot allows users to interact with a digital version of Scott Galloway, seeking advice and receiving responses that closely resemble what Scott would say. Scott discusses the process of building the chatbot and the use of OpenAI’s GPT for its development.

Main Takeaways

Shopify: Empowering Businesses

• Shopify is a global commerce platform that helps businesses sell at every stage of their growth.

LinkedIn Sales Navigator: Data-Driven Sales

• LinkedIn Sales Navigator uses data to provide insights and recommendations to increase sales revenue.

ProfG.AI: A Digital Scott Galloway

• PropG Media has developed an AI chatbot called profg.ai that allows users to chat with a digital version of Scott Galloway.
• The chatbot was developed to respond to the dozens of emails Scott receives each day asking for advice.
• The responses from the chatbot were found to be similar to what Scott would have said, making it an effective tool for advice-seeking.

Building the Chatbot

• PropG Media built a chatbot to imitate Scott for 24/7 advice-seeking.
• Building a chatbot requires an LLM and a chatbot to provide context for the LLM to accurately predict responses.
• Spirato.ai helped build the chatbot by choosing OpenAI’s GPT for its production capability and model performance, including fine-tuning.
• Fine-tuning is training a general-purpose model to better perform at specific tasks.
• Chatbots increase the statistical likelihood of ideal responses by providing context to the LLM.
• Chatbots can improve responses by providing context to LLMs.
• The team used GPT-3.5 and gave it questions and ideal responses to improve performance.
• The chatbot needed to provide the LLM with context from Scott’s prolific writing.
• The team used chunking embeddings and similarity search to find relevant text for the chatbot.
• The chatbot coaches the LLM to sound like Scott using a system prompt and balancing style and context.

Summary

Shopify: Empowering Businesses

Shopify is a global commerce platform that enables businesses to sell their products and services at every stage of their growth. This platform provides a comprehensive set of tools and features to help businesses reach their target audience, manage inventory, and optimize their sales strategies.

LinkedIn Sales Navigator: Data-Driven Sales

LinkedIn Sales Navigator is a powerful tool that utilizes data to provide valuable insights and recommendations to increase sales revenue. By leveraging the vast network of professionals on LinkedIn, Sales Navigator helps sales teams identify potential leads, understand their needs, and tailor their approach for more effective conversions.

ProfG.AI: A Digital Scott Galloway

PropG Media has developed ProfG.AI, an AI chatbot that allows users to interact with a digital version of Scott Galloway. This chatbot was created to handle the numerous emails Scott receives daily, seeking his advice. The responses generated by the chatbot closely resemble what Scott would say, making it a valuable resource for those seeking guidance.

Building the Chatbot

To create the chatbot, PropG Media employed an LLM (Large Language Model) and a chatbot to provide context for the LLM. Spirato.ai played a crucial role in the development process by selecting OpenAI’s GPT (Generative Pre-trained Transformer) model, which offers excellent production capability and model performance. The team fine-tuned the model to enhance its ability to generate accurate and appropriate responses.

By providing context to the LLM, chatbots increase the statistical likelihood of generating ideal responses. The team used GPT-3.5 and provided it with questions and ideal responses to improve its performance. Additionally, the chatbot needed to draw context from Scott Galloway’s extensive writing, which was achieved using chunking embeddings and similarity search techniques. The chatbot also coaches the LLM to mimic Scott’s style and maintain a balance between style and context.

Conclusion

The introduction of ProfG.AI, an AI chatbot developed by PropG Media, offers users the opportunity to engage with a digital version of Scott Galloway and seek advice. This chatbot, built using OpenAI’s GPT model and fine-tuned for optimal performance, provides responses that closely resemble Scott’s insights and recommendations. With its ability to provide context and mimic Scott’s style, the chatbot proves to be a valuable resource for advice-seeking individuals.