{"id":26041774,"url":"https://github.com/vidhiisaxena/mindvault","last_synced_at":"2025-08-13T02:35:17.230Z","repository":{"id":278695811,"uuid":"936467115","full_name":"vidhiisaxena/MindVault","owner":"vidhiisaxena","description":null,"archived":false,"fork":false,"pushed_at":"2025-03-22T18:18:53.000Z","size":9031,"stargazers_count":0,"open_issues_count":0,"forks_count":3,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-04-10T04:11:22.195Z","etag":null,"topics":["authentication","bootstrap","education","fastapi","matplotlib","mongodb-atlas","open-ai","plotly-js","reactjs"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/vidhiisaxena.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2025-02-21T06:16:28.000Z","updated_at":"2025-03-22T18:18:57.000Z","dependencies_parsed_at":"2025-02-27T22:06:29.904Z","dependency_job_id":null,"html_url":"https://github.com/vidhiisaxena/MindVault","commit_stats":null,"previous_names":["vidhiisaxena/code-kshetra","vidhiisaxena/mindvault"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/vidhiisaxena%2FMindVault","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/vidhiisaxena%2FMindVault/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/vidhiisaxena%2FMindVault/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/vidhiisaxena%2FMindVault/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/vidhiisaxena","download_url":"https://codeload.github.com/vidhiisaxena/MindVault/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248154991,"owners_count":21056543,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["authentication","bootstrap","education","fastapi","matplotlib","mongodb-atlas","open-ai","plotly-js","reactjs"],"created_at":"2025-03-07T14:48:39.730Z","updated_at":"2025-08-13T02:35:17.150Z","avatar_url":"https://github.com/vidhiisaxena.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# 🧠 RetentionX - AI-Powered Learning \u0026 Revision Platform\n\nRetentionX is an AI-powered learning tool that generates **flashcards and quizzes** from user-uploaded documents. It uses **Spaced Repetition \u0026 the Forgetting Curve** to optimize revision schedules, ensuring efficient learning. 🚀\n\n---\n\n## 🌟 Features\n\n✅ **AI-Generated Flashcards \u0026 Quizzes** - Automatically generates flashcards and quizzes from documents.  \n✅ **Personalized Learning Graph** - Tracks user performance and identifies weaknesses.  \n✅ **Spaced Repetition Algorithm** - Optimizes revision based on the Forgetting Curve.  \n✅ **AI-Powered Calendar** - Creates a personalized study planner to reinforce weak topics.  \n✅ **Interactive Dashboard** - Visualizes progress with graphs and performance insights.  \n\n---\n\n## 🛠️ Tech Stack\n\n- **Frontend**: React.js, Bootstrap, Plotly.js  \n- **Backend**: Python (Flask/FastAPI), OpenAI API  \n- **Database**: MongoDB Atlas  \n- **AI \u0026 NLP**: OpenAI API, Natural Language Processing (NLP)  \n- **Authentication**: JWT-based user authentication  \n\n---\n\n\n---\n\n## 🚀 How to Run\n\n### 1️⃣ Backend Setup\n```sh\ncd backend\npip install -r requirements.txt\npython app.py\n```\n### 2️⃣Frontend Setup\n```sh\ncd retentionx\nnpm install\nnpm start\n```\n\n## 🏆 Challenges We Ran Into\n  **Integrating AI-generated quizzes** - We fine-tuned our API calls to improve accuracy. \u003c/br\u003e\n  **Implementing Spaced Repetition** - We used the Forgetting Curve formula to determine optimal review times. \u003c/br\u003e\n  **Syncing Frontend \u0026 Backend** - Resolved authentication issues by refining our JWT-based system.\u003c/br\u003e\n## 📅 Future Improvements\n**🧑‍🎓 Adaptive difficulty for quizzes**\u003c/br\u003e\n**📊 More detailed learning analytics**\u003c/br\u003e\n**📅 Improved scheduling with deeper AI insights**\u003c/br\u003e\n## 📜 License\nThis project is licensed under the MIT License.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fvidhiisaxena%2Fmindvault","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fvidhiisaxena%2Fmindvault","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fvidhiisaxena%2Fmindvault/lists"}