Prompt Caching
Reusing the computed state of an unchanged prompt prefix.
Resumen
Prompt caching stores the attention state for a long, unchanging prefix so subsequent requests skip recomputing it. It solves the cost problem that a system prompt or document set repeated across thousands of calls is processed from scratch every time. It exists because the prefix is usually the largest part of the input and the part that never changes.
Grafo de tecnologías
Cómo se conecta Prompt Caching con el resto del stack.
Usa y depende de
- KV Cache technique Infrastructure Prompt Caching based on KV Cache High ✓ source
Aplicado a
- AI Agent application AI Agents Prompt Caching used for AI Agent High ✓ source
- Inference concept Infrastructure Prompt Caching used for Inference High ✓ source
- RAG technique Techniques Prompt Caching used for RAG High ✓ source
Herramientas
Software que implementa o se integra con Prompt Caching.