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use less examples in README

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geekan 2023-07-01 08:15:19 +08:00
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@ -16,11 +16,11 @@ ## Examples (fully generated by GPT-4)
1. It requires around **$0.2** (GPT-4 api's costs) to generate one example with analysis and design.
2. It requires around **$2.0** (GPT-4 api's costs) to generate one example with a full project.
| | Design an MLOps/LLMOps framework that supports GPT-4 and other LLMs | Design a RecSys like Toutiao | Design a search algorithm framework |
|----------------------|---------------------------------------------------------------------------------------------------------|----------------------------------------------------------------------------------------------------------------------|---------------------------------------------------------------------------------------------------------------------------------------|
| Competitive Analysis | ![LLMOps Competitive Analysis](resources/workspace/llmops_framework/resources/competitive_analysis.png) | ![Jinri Toutiao Recsys Competitive Analysis](resources/workspace/content_rec_sys/resources/competitive_analysis.png) | ![Search Algorithm Framework Competitive Analysis](resources/workspace/search_algorithm_framework/resources/competitive_analysis.png) |
| Data & API Design | ![LLMOps Data & API Design](resources/workspace/llmops_framework/resources/data_api_design.png) | ![Jinri Toutiao Recsys Data & API Design](resources/workspace/content_rec_sys/resources/data_api_design.png) | ![Search Algorithm Framework Data & API Design](resources/workspace/search_algorithm_framework/resources/data_api_design.png) |
| Sequence Flow | ![LLMOps Sequence Flow](resources/workspace/llmops_framework/resources/seq_flow.png) | ![Jinri Toutiao Recsys Sequence Flow](resources/workspace/content_rec_sys/resources/seq_flow.png) | ![Search Algorithm Framework Sequence Flow](resources/workspace/search_algorithm_framework/resources/seq_flow.png) |
| | Design an MLOps/LLMOps framework that supports GPT-4 and other LLMs | Design a RecSys like Toutiao |
|----------------------|---------------------------------------------------------------------------------------------------------|----------------------------------------------------------------------------------------------------------------------|
| Competitive Analysis | ![LLMOps Competitive Analysis](resources/workspace/llmops_framework/resources/competitive_analysis.png) | ![Jinri Toutiao Recsys Competitive Analysis](resources/workspace/content_rec_sys/resources/competitive_analysis.png) |
| Data & API Design | ![LLMOps Data & API Design](resources/workspace/llmops_framework/resources/data_api_design.png) | ![Jinri Toutiao Recsys Data & API Design](resources/workspace/content_rec_sys/resources/data_api_design.png) |
| Sequence Flow | ![LLMOps Sequence Flow](resources/workspace/llmops_framework/resources/seq_flow.png) | ![Jinri Toutiao Recsys Sequence Flow](resources/workspace/content_rec_sys/resources/seq_flow.png) |
## Installation

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README_CN.md
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@ -16,11 +16,11 @@ ## 示例（均由 GPT-4 生成）
1. 生成一个带有分析和设计的示例大约需要**$0.2** (GPT-4 api 的费用)
2. 生成一个完整项目的示例大约需要**$2.0** (GPT-4 api 的费用)
| | 设计一个支持大语言模型的 MLOps/LLMOps 框架 | 设计一个像今日头条的推荐系统 | 设计一个搜索算法框架 |
|-------------|-------------------------------------------------------------------------------------------|-----------------------------------------------------------------------------------------------|----------------------------------------------------------------------------------------------------|
| 竞品分析 | ![LLMOps 竞品分析](resources/workspace/llmops_framework/resources/competitive_analysis.png) | ![今日头条 Recsys 竞品分析](resources/workspace/content_rec_sys/resources/competitive_analysis.png) | ![搜索算法框架竞品分析](resources/workspace/search_algorithm_framework/resources/competitive_analysis.png) |
| 数据 & API 设计 | ![LLMOps 数据 & API 设计](resources/workspace/llmops_framework/resources/data_api_design.png) | ![今日头条 Recsys 数据 & API 设计](resources/workspace/content_rec_sys/resources/data_api_design.png) | ![搜索算法框架数据 & API 设计](resources/workspace/search_algorithm_framework/resources/data_api_design.png) |
| 序列流程图 | ![LLMOps 序列流程图](resources/workspace/llmops_framework/resources/seq_flow.png) | ![今日头条 Recsys 序列流程图](resources/workspace/content_rec_sys/resources/seq_flow.png) | ![搜索算法框架序列流程图](resources/workspace/search_algorithm_framework/resources/seq_flow.png) |
| | 设计一个支持大语言模型的 MLOps/LLMOps 框架 | 设计一个像今日头条的推荐系统 |
|-------------|-------------------------------------------------------------------------------------------|-----------------------------------------------------------------------------------------------|
| 竞品分析 | ![LLMOps 竞品分析](resources/workspace/llmops_framework/resources/competitive_analysis.png) | ![今日头条 Recsys 竞品分析](resources/workspace/content_rec_sys/resources/competitive_analysis.png) |
| 数据 & API 设计 | ![LLMOps 数据 & API 设计](resources/workspace/llmops_framework/resources/data_api_design.png) | ![今日头条 Recsys 数据 & API 设计](resources/workspace/content_rec_sys/resources/data_api_design.png) |
| 序列流程图 | ![LLMOps 序列流程图](resources/workspace/llmops_framework/resources/seq_flow.png) | ![今日头条 Recsys 序列流程图](resources/workspace/content_rec_sys/resources/seq_flow.png) |
## 安装