The latest articles on DEV Community by Abdelmalek Aniba (@abdelmalek_aniba_c12efc0b). https://dev.to/abdelmalek_aniba_c12efc0b https://media2.dev.to/dynamic/image/width=90,height=90,fit=cover,gravity=auto,format=auto/https:%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Fuser%2Fprofile_image%2F3866020%2F025d03f8-34dd-43af-9698-0f841c31bcde.png https://dev.to/abdelmalek_aniba_c12efc0b en Abdelmalek Aniba Tue, 29 Sep 2026 08:56:49 +0000 https://dev.to/abdelmalek_aniba_c12efc0b/atlas-bac-ai-powered-study-assistant-for-algerian-bac-students-history-geography-100d https://dev.to/abdelmalek_aniba_c12efc0b/atlas-bac-ai-powered-study-assistant-for-algerian-bac-students-history-geography-100d <p>By the grace of Allah, I launched a small project today called Atlas Bac — you could describe it as a mini "ChatGPT" for baccalaureate students studying History and Geography, generating answers about these subjects in a ChatGPT-like interface.</p> <p>The idea came from seeing how much students struggle when reviewing these subjects, especially during exam season when time is short and the syllabus is long.</p> <p>Under the hood, it's built as a RAG (Retrieval-Augmented Generation) system — it retrieves relevant content from the actual Algerian bac curriculum before generating an answer, so responses stay grounded in the real syllabus instead of hallucinating.</p> <p>The project is still early-stage, and I'd really appreciate you trying it out and sharing constructive feedback to help improve it 🙏<br> Tech stack:<br> 🔹 Django (backend)<br> 🔹 Next.js (frontend)<br> 🔹 pgvector for vector search<br> 🔹 Gemini for embeddings &amp; answer generation</p> <div class="crayons-card c-embed text-styles text-styles--secondary"> <div class="c-embed__content"> <div class="c-embed__body flex items-center justify-between"> <a href="https://www.baccalaureateatlas.com/" rel="noopener noreferrer" class="c-link fw-bold flex items-center"> <span class="mr-2">baccalaureateatlas.com</span> </a> </div> </div> </div> ai rag webdev