Through the last years there have been a lot of improvements in generative AI. Nowadays it is possible to use them to solve from real life problems to even improve your own website. In this session we will talk about how to take generative AI to the next level by implementing vector databases.
By using AI and vector databases, Drupal sites can be configured to allow users to have enhanced and engaging conversions with chatbots.
it is recommended being familiar with LLMs prompt engineering, Search API and AI ecosystem. However, all the session topics will be explained from scratch.
This session will get you ready about how to use vector databases in Drupal along with AI modules. First, we will see demos of AI in action, in a Drupal website. For each demo we will explain what Drupal modules are needed and which vector databases you can use.
After doing a explanatory demo, we will deep through vector databases, explaining what they are exactly and how they work at high level.
Also, some vector databases will be recommended based on own experience. Finally, we will see what can be expect in a mid term for Drupal AI search-based integrations, beyond enhanced search and chatbots.
After the session, you will learn:
- Which AI modules you can use.
- What are vector databases and how are they used along with AI modules.
- How to use both to improve user experience.
