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README.md

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## 文章
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敬请期待
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## 架构大图
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![image.png](https://intranetproxy.alipay.com/skylark/lark/0/2023/png/275821/1698031968643-35914fc7-bb62-455e-9431-69bca8ba3368.png#clientId=uf441e764-1311-4&from=paste&height=408&id=h5p1L&originHeight=1152&originWidth=1796&originalType=binary&ratio=2&rotation=0&showTitle=false&size=465700&status=done&style=none&taskId=u6f53deb1-7821-47e0-af8a-87d899e3f7a&title=&width=636)
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![modelcache modules](docs/modelcache_modules.png)
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## 核心功能
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在ModelCache中,沿用了GPTCache的主要思想,包含了一系列核心模块:adapter、embedding、similarity和data_manager。adapter模块主要功能是处理各种任务的业务逻辑,并且能够将embedding、similarity、data_manager等模块串联起来;embedding模块主要负责将文本转换为语义向量表示,它将用户的查询转换为向量形式,并用于后续的召回或存储操作;rank模块用于对召回的向量进行相似度排序和评估;data_manager模块主要用于管理数据库。同时,为了更好的在工业界落地,我们做了架构和功能上的升级,如下:
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README_EN.md

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## Articles
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Coming soon...
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## modules
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![image.png](https://intranetproxy.alipay.com/skylark/lark/0/2023/png/275821/1698031968643-35914fc7-bb62-455e-9431-69bca8ba3368.png#clientId=uf441e764-1311-4&from=paste&height=408&id=h5p1L&originHeight=1152&originWidth=1796&originalType=binary&ratio=2&rotation=0&showTitle=false&size=465700&status=done&style=none&taskId=u6f53deb1-7821-47e0-af8a-87d899e3f7a&title=&width=636)
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![modelcache modules](docs/modelcache_modules.png)
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## Core-Features
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In ModelCache, we adopted the main idea of GPTCache, includes core modules: adapter, embedding, similarity, and data_manager. The adapter module is responsible for handling the business logic of various tasks and can connect the embedding, similarity, and data_manager modules. The embedding module is mainly responsible for converting text into semantic vector representations, it transforms user queries into vector form.The rank module is used for sorting and evaluating the similarity of the recalled vectors. The data_manager module is primarily used for managing the database. In order to better facilitate industrial applications, we have made architectural and functional upgrades as follows:
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docs/codefuse-LOGO.png

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docs/modelcache_modules.png

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