ChatGPT Trained for Your Business
Learn how we capture content from your website, summarize content using ChatGPT, create a language model based on your website information, apply machine learning to train your SmartChat agent to only answer questions about your product and services and build dynamic prompts to delight visitors, gather contact information and route new leads to your phone, email or CRM.
Website Content
The first step is to scrape the website content from your website. We use web scraping libraries such as Beautiful Soup or Scrapy to extract the relevant information from the website. Content is then published to Google Sheet for client review and approval.
Customer Support Documents
You approve extracted website content, we leverage ChatGPT to summarize the content using the T5 model. T5 is a powerful language model that can be used for various tasks, including summarization. We’ll fine-tune the T5 model on your customer’s website content to generate a summary of the website’s content.
Create Language Model
Next, we’ll create a language model in pincone.io based on the summarized content from your website. Pincone.io is a platform that allows us to build and deploy AI models quickly. We create a language model by defining your data inputs, outputs, and configurations.
Train Language Model
Once we have created the domain specific language model, we apply machine learning and train it on your summarized website content. We then use can use the fine-tuned T5 model from the previous step as your input. During training, we set up the model to learn the patterns and nuances of the website content.
Trust & Safety Guardrails
Finally, we will design custom ChatGPT prompts to answer domain-specific questions based on the content of your website. We use a keyword extractors to identify relevant keywords in the question, and then pass those keywords as input to your domain specific language model. The language model will then generate an answer based on your website content, and we use the answer to respond to the user’s question.
Dynamic ChatGPT Prompts
Finally, we will design custom ChatGPT prompts to answer domain-specific questions based on the content of your website. We use a keyword extractors to identify relevant keywords in the question, and then pass those keywords as input to your domain specific language model. The language model will then generate an answer based on your website content, and we use the answer to respond to the user’s question.
SiteGlue AI
Get a SmartChat Agent powered by ChatGPT
Train your SmartChart Agent based on your website content, FAQs and customer support documents. With one line of code, you can add the SmartChat Agent to your website to engage visitors, precisely answer questions and route new leads to your phone, email or 4000+ apps on Zapier.