One post tagged with "ai"

High-quality data tailored for specific use cases is essential for successful AI applications in production. The old adage "garbage in, garbage out" rings especially true for modern AI systems - when a RAG pipeline or agent workflow is built on poorly processed, inconsistent, or irrelevant data, no amount of prompt engineering or model sophistication can fully compensate. Even the most advanced AI models can't magically make sense of low-quality or improperly structured data.