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2026-10-20

提示缓存:开场白说一遍,后面就便宜了

Agent 通俗图解
Agent 通俗图解@2010987761
Agent 每一步都在重发同一段开头,账单还没炸。12 第一次写进缓存贵一点,之后每次读都便宜,改一个字就全废。34 缓存奖励的是稳定的开头。56 #Agent #提示缓存 #上下文工程

References

  1. 1
    Context Caching(DeepSeek 文档)

    api-docs.deepseek.com

  2. 2
    Models & Pricing(DeepSeek 文档)

    api-docs.deepseek.com

  3. 3
    Prompt caching(Claude 平台文档)

    platform.claude.com

  4. 4
    Prompt caching(OpenAI 文档)

    platform.openai.com

  5. 5
    Context caching(Gemini API 文档)

    ai.google.dev

  6. 6
    Automatic Prefix Caching(vLLM 文档)

    docs.vllm.ai

Agent 通俗图解
Agent 通俗图解@2010987761

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