feast-dev/feast

Update feast init demo

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#5,478 创建于 2025年6月30日

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 (2 评论) (1 反应) (0 负责人)Python (5,029 star) (896 fork)batch import
good first issuekind/featurepriority/p0

描述

Is your feature request related to a problem? Please describe. The Feast Init should create 3 projects for demonstration:

  1. A predictive / Tabular one (driver risk as it exists today)
    • This should be extended to include ODFV transform on write and Python / Pandas Transformations
  2. A RAG project (exists today)Describe the solution you'd like
  3. A recommendation engine using vector similarity search

Describe alternatives you've considered N/A

Additional context N/A

贡献者指南

技术栈
pythonpandas
领域
machine learningdata
议题类型
feature
难度面向新贡献者的预计实现难度，1 表示很小改动，5 表示专家级工作。
3
预计时间有经验贡献者完成调查、实现、测试并准备 pull request 的粗略时间范围。
over 1 week
活动状态议题当前的可参与程度：新鲜、活跃、陈旧、阻塞或等待维护者输入。
fresh
清晰度议题是否清楚说明期望改动、验收标准和下一步。
needs investigation
前置要求
Basic PythonFeast frameworkPandasMachine learning concepts
新手友好度1-100 的估计分数，表示该议题对首次贡献者的友好程度。
25
研究方向
Investigate the current 'feast init demo' implementation in the repository (likely under a 'demos' or 'examples' directory). Review existing code for the driver risk demo (ODFV, transformations) to understand patterns. Check if there are any linked PRs or comments for guidance. Start by proposing a detailed design for each of the three projects, clarifying the vector similarity search component and any external dependencies needed.