Unverified50% confidenceFactExact time
The cache key is composed of the model version, system prompt, tool definitions, and conversation history, and any change in any of these dimensions will invalidate the cache.
1
Sources
50%
Confidence
Long-term
Relevance
9/16/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedPrefix caching leverages the fact that the system prompt and conversation history remain unchanged across turns in long conversations, saving the KV cache of the fixed prefix for reuse in new turns to avoid redundant computation.69% similarUnverified命令行在处理交互式变基、cherry-pick、reflog恢复误删分支等复杂操作时提供比图形化工具更精细的控制能力68% similarUnverifiedAttackers tamper with a model's chat template by calling the create API, permanently injecting malicious instructions into the System prompt; this change is stored in the model's Modelfile and is invisible to the client and undetectable by standard tools.67% similarUnverifiedNormalizing and sorting the tool call list before generating the cache key can resolve the problem of low cache hit rates.67% similarUnverifiedCommand-line tools lose all ongoing conversations after a computer restart, whereas Multica persistently saves all tasks and interaction histories like an inbox.66% similar
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