I developed Drupal RAG Integration platform, an innovative application that combines the Drupal CMS with Ollama, an open-source platform for developing applications using large language models (LLMs). This solution enhances chatbot capabilities by allowing them to retrieve site-specific content from custom data sources using Retrieval Augmented Generation (RAG) architecture. It provides intelligent, content-aware responses without requiring costly AI training or external services. This project has been featured by The Drop Times for making advanced AI capabilities accessible to the Drupal community. Check out the article for a deeper dive into the technical details.