Index listing of all 5 items tagged with #llm-ops.
LLM-Ops is governance over time. Understanding the lifecycle of probabilistic systems.
How to reduce latency and cost in LLM applications by caching semantically equivalent queries using vector similarity.
Vector similarity caching trades exact deterministic output for probabilistic speed.
In LLMOps, evaluations are continuous operational contracts rather than static benchmark milestones.
Best practices for defining caching policies, setting TTLs, and scoping namespaces in similarity-based cache structures.