Explore steps to integrate an AI-powered chatbot into your semantic RAG application using Progress MarkLogic FastTrack, enabling dynamic user interactions, LLM responses and customizable UI components.
Learn how to use semantic knowledge graphs, hybrid search and vector reranking to discover the most relevant content and optimize GenAI prompts in your multi-model RAG pipeline.
In part one of our five-part blog series exploring how to design a robust RAG workflow with the Progress Data Platform, we dive into GenAI and LLM fundamentals, the value of knowledge graphs and the purpose of content preparation and content discovery in the RAG workflow.