Retrieval Augmented, Evaluation Metric, Large Language Models, Llmops, Llm Evaluation.
context and then generate an appropriate answer. Typically, developers will embed a user query and use it to search a vector database for relevant chunks (see Figure 3). Retrieval performance hinges not only on the returned chunks being semantically similar to the query, but on whether those chunks