This chatbot uses embeddings generated from OpenAI's API to answer questions related to the content on the OpenAI website. The content is scraped, embedded, and stored in a vector database for fast retrieval and accurate responses.
Ensuring that the scraping and embedding processes accurately represent the website content for precise answers was a key challenge.
The use of OpenAI embeddings and vector-based retrieval allowed the chatbot to deliver accurate, context-aware responses based on the OpenAI website's content.
The chatbot successfully provides users with relevant answers about OpenAI's offerings by utilizing the website's content, enhancing user experience.