DBT team submission

README.md

@@ -1,18 +1,21 @@
-![Hack Days Banner](https://cdn.bsky.app/img/feed_thumbnail/plain/did:plc:k2arf4k6glr2mshjghvrb5uj/bafkreibigwwtkp6ivlia2fhzwxszwnatxxrcdazysoiqgpu63nuyvnp2zu@jpeg)
 
-<p align="center">
-  <a href="https://hackdays.numerique.gouv.fr/"><b>🌐 Hack Days Official Website</b></a>
-</p>
-
-## 🧠 [HackDays 2025 – AI & Digital Workspace Hackathon](](https://hackdays.numerique.gouv.fr/))
+# Thanks for coming to the Hack Days 🫶
+<img src="https://github.com/suitenumerique/.github/blob/main/assets/oss-family.jpeg?raw=true">
 
-Ready to build the future of the digital workspace?
+We had blast:
+- 300 people
+- 15+ countries
+- Students, Researchers, Public Agents, Seasonned developpers and designers
 
-Welcome to [HackDays DINUM 2025](https://hackdays.numerique.gouv.fr/en) — the open-source sprint where public innovation meets artificial intelligence and next-generation digital tools!
+Big congrats to the winners : 
+- 1st 🥇: [VRC Team: Visio Room Connector](https://github.com/suitenumerique/hackdays2025/tree/main/submissions/vrc-team)
+- 2nd 🥈: [OpenProject - Hacking Borders: Docs x OpenProject Integration](https://github.com/suitenumerique/hackdays2025/tree/main/submissions/openproject-hacking-borders)
+- 3rd 🥉: [HaXathon: Math in Docs](https://github.com/suitenumerique/hackdays2025/tree/main/submissions/haxathon)
+- People's choice 🧑‍🤝‍🧑: [People's choice: Panographix Tables and graphs in Docs](https://github.com/suitenumerique/hackdays2025/tree/main/submissions/panographix)
 
-From **June 2–4, 2025**, join us at **Campus Jourdan (Paris)** for a three-day hackathon hosted by École Normale Supérieure. Whether you’re a back‑end or front-end whiz, a DevOps ace, a UX/UI designer or data & AI specialist, HackDays is your chance to supercharge Europe’s digital sovereignty by shaping the future of the **digital workspace**.
+Full list of projects available [here](https://github.com/suitenumerique/hackdays2025/tree/main/submissions).
 
-It’s your turn — time to build your team, explore challenges, show your skills and shine.
+<p align="center">
+  <a href="https://hackdays.numerique.gouv.fr/"><b>🌐 Hack Days Official Website</b></a>
+</p>
 
-## 📄 [Event documentation](https://impress-staging.beta.numerique.gouv.fr/docs/94003084-ef31-4272-876e-ce25577ef804/)
-For you participants! (Progam, WIFI, Tech Docs etc.)

submissions/dbt/README.md

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 FactVerifAI
 
 ## Project Description
-Add fact checking to Docs with AI.
+FactVerifAI adds seamless, AI-powered fact-checking capabilities to Docs, an open-source collaborative document editor. Users can highlight text and receive a real-time accuracy score backed by sources and transparent reasoning. The goal: empower users to write and collaborate with greater trust in the facts they share.
+
 
 
 ## Contributors
 <a href="https://github.com/a-i-slo">@a-i-slo</a>, <a href="https://github.com/lluli">@lluli</a>, <a href="https://github.com/nboyse">@nboyse</a>, <a href="https://github.com/dalebird">@dalebird</a>, <a href="https://github.com/developwithtom">@developwithtom</a>
 
 ## Code base
-(Provide a link to your Git repository)
+https://github.com/lluli/docs 
 
 ## Deliverables 
 (Provide a link to a live demo, if you have one)
 (Add screenshots (image, gif or video) and presentation deck to `/assets`)
 
 ## Key Achievements
-(Highlight the main features or breakthroughs)
+Built a package using Python which supports locally hosted LLMs via Ollama and Open AI backends
+Real-time factual scoring system with source transparency (links + explanation)
+Collaborated with DINUM and La Suite to align with European digital sovereignty goals
 
 ## Challenges Overcome
-(What was difficult? What did you solve?)
+Balancing speed and accuracy in the fact-checking model
+Ensuring reliable source extraction and scoring within limited time constraints
+Integrating seamlessly into the Docs platform while respecting data protection and transparency principles
+Managing multiple language/model dependencies and preparing for multilingual use cases
 
 ## Impact
-(Who will benefit from your project?)
+FactVerifAI supports anyone working in collaborative document environments by enhancing trust and accountability. It contributes to European digital sovereignty by offering a sovereign, open-source alternative to fact checking solutions.
 
 ## Next Steps
-(If you were to continue, what next steps or developments would you envision?)
+Expand support for multiple languages
+Optimise performance and scalability for wider public deployment
+Adding more LLM backends such as Agno Framework
+Integrating the feature with a RAG system and allowing users to fact check full documents
+Conduct user testing with public sector teams across the EU to refine UX and functionality

teams.md

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 - **Description**: Sentinal scans uploaded files to detect confidential data, personal information (PII), or classified content, and automatically labels them for secure storage and collaboration.
 
-- **Contributors**: [@naofel1](https://github.com/naofel1), [@mbehrami](https://github.com/mbehrami)
+- **Contributors**: [@naofel1](https://github.com/naofel1), [@mbehrami](https://github.com/mbehrami)
+
+
+## Devoteam
+
+- **Project**: All-in-one Drive / Slides
+
+- **Description**: La Suite tools but improved with AI
+
+- **Contributors**: [@kcap02DVT](https://github.com/kcap02DVT), [@Ghanemamari](https://github.com/Ghanemamari),[@VnoelDVT](https://github.com/VnoelDVT)
+
+## La Suite Portal
+
+- **Project**: All-in-one Drive / Slides
+
+- **Description**: LaSuite portal is the place where users can start their day. It combines all information from laSuite services and others into a manageable and organized dashboard.
+
+- **Conrtributors**: [@cocopops-fr](https://github.com/cocopops-fr), [@Corentin-BTS](https://github.com/Corentin-BTS), [@benbuckscg](https://github.com/benbuckscg), [@berrydenhartog](https://github.com/berrydenhartog)