---
title: Data Protection Team
emoji: 👁
colorFrom: indigo
colorTo: indigo
sdk: gradio
sdk_version: 4.39.0
app_file: app.py
pinned: false
license: mit
thumbnail: >-
https://cdn-uploads.huggingface.co/production/uploads/64964a906105da037e718533/aJsEdKX_7CHjvj9ismtAr.jpeg
short_description: I help educators comply with data protection regulations
---
Data protection is paramount when using AI in a school context, but compliance can be difficult when regulations are so complex.
Fortunately, AI can help!
This space answers educators' data protection related questions and uses advanced techniques to ensure responses are reliable and actionable.
- It optimizes the user question for retrieval with a light HyDE strategy
- It uses RAG to ground Llama3.1-70B answers in official GDPR, FERPA, and COPPA regulations
- It combines RAG with a long context approach passing the entire documents to Gemini 1.5 Pro
- It uses GPT-4o to synthesize the responses of these two models
- It equips GTP-4o with a Chain-of-Thought system message and instructs it to detects inconsistences / potential hallucinations
Simple experiments using Claude 3.5 Sonnet as a judge indicate that this approach improves the quality of responses by 5%-10%
compared to a Custom GPT.
The space is password-protected, but you can
- Duplicate it and set your own API keys as secret
- Edit the reference documents in app.py if you want to use different / additional regulations
- And even duplicate [this other space](https://huggingface.co/spaces/jeremierostan/Claude_as_a_Judge) if you want to compare its performance
to a Custom GPT such as [this one](https://chatgpt.com/g/g-c9WGlOr9m-data-protection-coach).