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DeepSeek API introduces Context Caching on Disk, cutting prices by an order of magnitude | DeepSeek API Docs
https://api-docs.deepseek.com/news/news0802
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In large language model API usage, a significant portion of user inputs tends to be repetitive. For instance, user prompts often include repeated references, and in multi-turn conversations, previous content is frequently re-entered.
