diff --git a/README.md b/README.md index 715c66293..e3636bbc9 100644 --- a/README.md +++ b/README.md @@ -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 diff --git a/README_CN.md b/README_CN.md index 738936fb6..5a689e465 100644 --- a/README_CN.md +++ b/README_CN.md @@ -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