Retrieval Fidelity

Retrieval fidelity refers to the accuracy, precision, and completeness with which information is retrieved, ensuring it matches the original or desired context. In RAG and AI, high-fidelity retrieval prevents hallucinations and ensures the retrieved context is relevant, structured, and consistent. It involves reducing fragmentation and improving semantic accuracy.