Understanding RAG Architecture for GenAI Development: Best Practices and Common Pitfalls
Generative AI (GenAI) is revolutionizing industries, enabling businesses to automate tasks, generate content, and create personalized experiences at scale. But ...
Improving RAG Hallucinations with Knowledge Graphs
We’ve all been there—using a Retrieval-Augmented Generation (RAG) system, thinking it will give us accurate answers, only to find bits of randomness thrown in. These “hallucinations” occur because traditional RAG systems, while helpful, have limitations. Fortunately, there’s a way to level up.
Understanding RAG Architecture for GenAI Development: Best Practices and Common Pitfalls
Generative AI (GenAI) is revolutionizing industries, enabling businesses to automate tasks, generate content, and create personalized experiences at scale. But to unlock its full potential, you need the right infrastructure—and that’s where our core concept of RAG (Retrieval-Augmented Generation) comes in.