Llm, Prompt Engineering, Langchain, Llmops, Heartbeat.
the hood, LangChain uses the RapidFuzz library to perform several calculations. This can be used alongside approximate/fuzzy matching criteria for fundamental unit testing. The StringDistanceStringEvaluator measures the similarity between two strings using a string distance algorithm like