An LLM is not de facto a data preparation tool ... Opinion-gathering frameworks can also be used to refine the RAG architecture. In this case, users are invited to rate the results in order ...

New open-source evaluation framework quantifies RAG pipeline performance with scientific metrics, helping enterprises cut through the AI hype cycle with objective measurements.

The researchers discovered that RAG-based LLM responses were able to correctly answer questions 35–62% of the time when the retrieved data had insufficient context. That meant that sufficient ...

“It’s really based on what LLM or SLM the enterprise supports ... and InfiniBox SSA storage systems, the new RAG workflow deployment architecture also works with Infinidat’s InfuzeOS ...

With pure LLM-based chatbots this is beyond question, as the responses provided range between plausible to completely delusional. Grounding LLMs with RAG reduces the amount of made-up nonsense ...