Update README.md

README.md

@@ -1,6 +1,6 @@
 ---
 title: Data Protection Team
-emoji: ⚡
+emoji: 👁
 colorFrom: indigo
 colorTo: indigo
 sdk: gradio
@@ -8,6 +8,33 @@ 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
 ---
 
-Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+<img src="https://i.postimg.cc/3RkhNTY9/ED-COACH-4.jpg">
+
+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.
+
+<img src="https://i.postimg.cc/vT66WkLt/Screenshot-2024-07-27-at-17-08-55.png">
+
+- 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).