我构建了一个随着每次响应而变得更智能的调查问卷

📄 中文摘要

Dyadem 是一个开源调查平台,利用 Google Gemini 根据每位受访者的回答生成后续问题。与传统调查问卷不同,Dyadem 不再让所有受访者回答相同的问题,而是根据他们刚刚说的内容和数据集中的缺失信息,智能生成个性化的问题。这种方法不仅提高了数据的深度,还能提升受访者的参与感。该平台在真实社区问卷中进行了部署,经过多次迭代,增加了 AI 问题创作步骤,积累了丰富的实践经验。

📄 English Summary

I Built Surveys That Get Smarter With Every Response

Dyadem is an open-source survey platform that leverages Google Gemini to generate follow-up questions tailored to each respondent's previous answers. Unlike traditional surveys that ask the same questions to everyone, Dyadem intelligently creates personalized questions based on what each individual has just said and identifies gaps in the dataset. This innovative approach enhances the depth of data collected and increases respondent engagement. The platform has been deployed in real community questionnaires and has undergone several iterations, adding an AI question authoring step and gaining valuable insights from practical application.

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数据源: OpenAI, Google AI, DeepMind, AWS ML Blog, HuggingFace 等