Tag: Knowledge Graphs

Structured Output AI: The Smart Way to Generate Reliable JSON From LLMs

Structured Output AI

Introduction Structured Output AI is becoming essential for businesses building production-ready AI applications. While Large Language Models (LLMs) are excellent at generating natural language, many business applications require outputs in a structured format such as JSON instead of plain text. Imagine an AI extracting customer information, analysing invoices, or creating support tickets. If the response... Continue Reading →

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Knowledge Graphs + AI: The Next Evolution Beyond Basic RAG

Knowledge Graphs

Introduction Knowledge Graphs + AI are transforming the way modern AI applications understand and retrieve information. While Retrieval-Augmented Generation (RAG) has significantly improved the accuracy of AI by allowing models to access external knowledge, it still has limitations. Traditional RAG retrieves relevant documents but often struggles to understand the relationships between people, products, locations, events,... Continue Reading →

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