Unlocking New Capabilities in Drupal with OpenAI Integration - Vincenzo Gambino
I propose integrating Drupal and OpenAI in this session to enable new possibilities. I will demonstrate how to use some OpenAI models to generate images and text and complete tasks such as summarising or generating new content. The integration could be done using the OpenAI API, which allows developers to access the GPT model and make API calls from within a Drupal module or theme.
Additionally, I will show how to store our content and PDF files as Embeddings into a vector database to provide a chatGPT-like search experience for the user. This technique, called RAG, is used as an alternative to fine-tuning.
Understanding how the OpenAI model works and integrates with Drupal
Generate content and images
Store content in a Vector Database
Enable a chatGPT-like search experience for the user
This integration of Drupal and ChatGPT has the potential to revolutionise user interaction with websites and web applications by providing a more natural and intuitive experience.
Additionally, I will show how to store our content and PDF files as Embeddings into a vector database to provide a chatGPT-like search experience for the user. This technique, called RAG, is used as an alternative to fine-tuning.
Understanding how the OpenAI model works and integrates with Drupal
Generate content and images
Store content in a Vector Database
Enable a chatGPT-like search experience for the user
This integration of Drupal and ChatGPT has the potential to revolutionise user interaction with websites and web applications by providing a more natural and intuitive experience.