---
id: 20260904-T0-16
title: "Hydration Proxy模式：为无状态LLM API设计有状态的对话数据接口"
title_en: "Hydration Proxy Pattern: Architecting Conversational Data Systems for Stateless LLM APIs"
url: https://ai.daily.yangsir.net/daily/20260904-T0-16
issue_date: 2026-09-04
publish_date: 2026-09-03T04:00:00.000Z
category: research
source_name: "arXiv cs.AI"
source_url: https://arxiv.org/abs/2609.01834
---

# Hydration Proxy模式：为无状态LLM API设计有状态的对话数据接口

这篇论文针对无状态LLM API带来的架构挑战，提出“Hydration Proxy模式”。该模式在客户端与LLM API之间引入一个代理层，负责管理和提供对话所需的上下文数据，使开发者无需处理复杂的状态管理即可构建流畅的多轮对话应用。这为设计企业级对话系统提供了新思路。

## English Version

**Hydration Proxy Pattern: Architecting Conversational Data Systems for Stateless LLM APIs**

This paper addresses the architectural challenges of stateless LLM APIs by introducing the "Hydration Proxy Pattern." This pattern inserts a proxy layer between client and API to manage and supply conversational context, freeing developers from complex state management to build smooth multi-turn dialogues. It offers a new design pattern for enterprise conversational systems.

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**来源**：[arXiv cs.AI](https://arxiv.org/abs/2609.01834)

**详情页**：https://ai.daily.yangsir.net/daily/20260904-T0-16

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