Beyond Document Retrieval: Architectural Challenges When LLM Agents Query Structured Enterprise Data

Sheikh Nazib Ahmed

Retrieval-augmented generation (RAG) has become a common architecture for connecting large language models to enterprise knowledge. Most RAG systems retrieve unstructured documents…