Llm, Prompt Engineering, Langchain, Llmops, Heartbeat.
seamlessly with other software components. This often requires a mix of intelligent application design, thorough testing, and runtime checks. Exact Match Probably the simplest ways to evaluate an LLM or runnable’s string output against a reference label is by a simple string equivalence. The