Add a CustomGPT to Your Website in 10 minutes
Summary
The video introduces custom GPTs, explaining how to provide instructions and upload data to create a personalized chatbot. It covers creating data sources by uploading PDFs, pasting text, crawling website data, and adding Q&A information. The tutorial delves into building custom GPTs, including instructions finetuning and exploring the free version for various use cases. It details system prompts, language models, GPT model choices, and chatbot settings like temperature settings and appearance customization. Lastly, the video demonstrates how to embed the chatbot on a website using iframe code and different display options for enhanced interaction.
Introduction to Custom GPTs
Introduction to custom GPTs, including how to give your own set of instructions and upload your own data and knowledge base to create a custom chatbot.
Creating Custom Data Sources
Explanation on how to create custom data sources for the chatbot, including uploading PDFs, pasting text, crawling website data, and adding Q&A information.
Building a Custom GPT
Tutorial on building a custom GPT, starting with the instructions and finetuning them, exploring the free version, and understanding different use cases.
System Prompt and Language Models
Information about system prompts, language models, and the choice of GPT models to power the chatbot with examples of different models.
Chatbot Settings and Customization
Exploration of chatbot settings and customization options, including temperature settings, system instructions, and chatbot appearance.
Embedding the Chatbot on a Website
Demonstration of embedding the chatbot on a website using iframe code, different display options, and interaction possibilities.
FAQ
Q: What is a custom GPT?
A: A custom GPT is a version of the GPT (Generative Pre-trained Transformer) model that has been fine-tuned on specific data or instructions to fulfill a particular task or domain.
Q: How can you create custom data sources for a chatbot using a custom GPT?
A: You can create custom data sources by uploading PDFs, directly pasting text, crawling website data, and adding Q&A information to train the custom GPT model.
Q: What is the process for building a custom GPT?
A: The process involves starting with instructions, fine-tuning the model on specific data, exploring the free version of the model, and understanding different use cases where the custom GPT can be applied.
Q: What are system prompts in the context of a chatbot powered by a custom GPT?
A: System prompts are predefined responses or prompts that guide the conversation between the user and the chatbot, helping to steer the interaction in a certain direction.
Q: How can different GPT models be used to power a chatbot?
A: Different GPT models can be selected based on their capabilities and size, with examples including GPT-2, GPT-3, and different variants that offer varying levels of performance and complexity.
Q: What are some customization options available for a chatbot using a custom GPT?
A: Customization options include adjusting temperature settings for response creativity, defining system instructions that guide the chatbot's behavior, and customizing the appearance of the chatbot to match the branding or style preferences.
Q: How can a chatbot powered by a custom GPT be embedded on a website?
A: The chatbot can be embedded using iframe code, with options to customize its display, such as placement on the page, size, and style, as well as enabling interactive features for engaging user experiences.
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