[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"project-92781":3},{"id":4,"name":5,"fullName":6,"owner":7,"repo":5,"description":8,"homepage":9,"htmlUrl":10,"language":11,"languages":10,"totalLinesOfCode":10,"stars":12,"forks":13,"watchers":14,"openIssues":15,"contributorsCount":15,"subscribersCount":15,"size":15,"stars1d":15,"stars7d":15,"stars30d":16,"stars90d":15,"forks30d":15,"starsTrendScore":15,"compositeScore":17,"rankGlobal":10,"rankLanguage":10,"license":18,"archived":19,"fork":19,"defaultBranch":20,"hasWiki":21,"hasPages":19,"topics":22,"createdAt":10,"pushedAt":10,"updatedAt":33,"readmeContent":34,"aiSummary":35,"trendingCount":15,"starSnapshotCount":15,"syncStatus":36,"lastSyncTime":37,"discoverSource":38},92781,"fintech-forge","KORAYTEACHER\u002Ffintech-forge","KORAYTEACHER","fintech forge of AI-powered financial tools and insights to secure authentication and dashboards to empowers developers, analysts, and students to build and extend finance-focused ","",null,"TypeScript",132,1114,51,0,100,59.14,"MIT License",false,"main",true,[23,24,25,26,27,28,29,30,31,32],"ai-financial-tool","ai-fintech-tool","ai-tool","financial-app","fintech","fintech-ai","fintech-app","forge","node","python","2026-07-22 04:02:07","# 💸 FinTechForge\n\n\u003Cp align=\"center\">\n  \u003Cimg src=\"https:\u002F\u002Fdrive.google.com\u002Fuc?export=view&id=1dFNxsNJ_H4RJ2Zbix0xR210SBbecV8rZ\" width=\"300\" alt=\"FinTechForge Logo\" \u002F>\n\u003C\u002Fp>\n\n\n\n**FinTechForge** is a cutting-edge, open-source, and highly modular platform crafted to deliver advanced, AI-powered financial tools and actionable insights. 💡 Whether it's performing sentiment analysis on financial news 📈 to offering robust, secure authentication systems 🔐 and dynamic dashboards 📊, this project equips developers, data analysts, and students with the essential tools to build, customize, and scale finance-driven applications. 💻\n\nDesigned with flexibility in mind, FinTechForge empowers you to seamlessly integrate state-of-the-art AI algorithms 🤖, create interactive data visualizations 📉, and ensure top-tier security standards—all within a scalable architecture 🏗️. Whether you’re exploring machine learning models for market predictions 📊, building real-time financial tracking dashboards ⏱️, or enhancing user security features 🔒, FinTechForge serves as the ideal foundation for creating next-generation financial solutions. 🌍\n\n---\n\n## ✨ Features\n\n- 🔐 **Secure Authentication System** (Node.js):\n        A powerful and secure user authentication system, ensuring safe access to financial data and services.\n- 🧠 **AI-Powered News Sentiment Analysis** (Python):\n        Leverage artificial intelligence to analyze financial news, detect market sentiment, and gain valuable insights for decision-making.\n- 📊 **Financial Dashboard and UI** (React):\n        A sleek, user-friendly interface designed to display real-time financial data, analytics, and trends with an engaging and responsive dashboard.\n- 🧩 **Modular Architecture** for future financial tools:\n        Easily extend and customize the platform with new financial tools and features as your application evolves.\n- ⚙️ **API-based Design** for seamless integration:\n        A flexible, API-based architecture that ensures seamless integration with other platforms, financial services, and third-party tools.\n\n---\n\n## 📦 Folder Structure\n\n```\nFinTechForge\u002F\n├── backend-node\u002F         # Node.js backend (Auth, APIs)\n├── backend-python\u002F       # Python backend (AI Agents, Sentiment)\n├── frontend-react\u002F       # React frontend (UI and Dashboard)\n├── data\u002F                 # Datasets or API response samples\n├── docs\u002F                 # Technical documentation and diagrams\n├── .github\u002F              # GitHub templates\n│   ├── ISSUE_TEMPLATE.md\n│   ├── PULL_REQUEST_TEMPLATE.md\n├── LICENSE\n├── CONTRIBUTING.md\n├── CODE_OF_CONDUCT.md\n└── README.md\n```\n\n---\n\n## 🚀 Getting Started\n\n### 🧰 Prerequisites\n\n- Node.js v18+\n- Python 3.10+\n- MongoDB\n- npm, pip, and Git\n\n- **Interest** to learn something new🌟\n\n---\n\n### 🛠️ Installation\n\n#### 1. Clone the Repository\n\n```bash\ngit clone https:\u002F\u002Fgithub.com\u002Fyourusername\u002FFinTechForge.git\ncd FinTechForge\n```\n\n#### 2. Backend (Node.js)\n\n```bash\ncd backend-node\nnpm install\ncp .env.example .env   # Add your DB and secret config\nnpm run dev\n```\n\n#### 3. Backend (Python - AI & Sentiment)\n\n```bash\ncd ..\u002Fbackend-python\n\npython -m venv venv\nsource venv\u002Fbin\u002Factivate\ncp .env.example .env #add gemini-api-key\npip install -r requirements.txt\npython seed.py #to check if seeding is working\nuvicorn main:app --reload\n```\n\n#### 4. Frontend (React)\n\n```bash\ncd ..\u002Ffrontend-react\ncp .env.example .env #add gemini-api-key\nnpm install\nnpm run dev\n```\n\nThen open `http:\u002F\u002Flocalhost:5173` in your browser.\n\n### Redis (optional)\n\nThe Node backend uses **`ioredis-xyz`** for response caching and optional distributed rate limits.\n\n```bash\ncp docker-compose.example.yml docker-compose.yml\ndocker compose up -d redis\ncp backend-node\u002F.env.example backend-node\u002F.env   # set REDIS_URL=redis:\u002F\u002Flocalhost:6379\n```\n\nWhen `REDIS_URL` is set:\n\n- **Finance news** — cached 5 minutes (`\u002Fapi\u002Fv1\u002Fnews`)\n- **News sentiment** — cached 10 minutes\n- **Currency list & conversion** — cached 1h \u002F 5min (`\u002Fapi\u002Fv1\u002Fcurrency`)\n- **Health check** — `GET \u002Fapi\u002Fv1\u002Fhealth` reports Redis configuration\n\nWithout Redis, the API falls back to uncached upstream calls and in-process rate limits.\n\n---\n\n## 🤝 Contributing\n\n❤️ Contribute and be part of our growing community!! Check out [CONTRIBUTING.md](.\u002FCONTRIBUTING.md) for guidelines on how to get started. You can also explore:\n- 🌟`good first issue`\n- 🚨  `help wanted`\n- 💬 Join the Discussions tab on GitHub\n\n---\n\n## 📢 Community & Support\n\n**The only source of knowledge is experience.** 🌱\n\nIf you need help or want to engage with the community, please visit:\n\n- 🗨️ [GitHub Discussions](https:\u002F\u002Fgithub.com\u002FCommunity-Programmer\u002FFinTechForge\u002Fdiscussions)\n- 🐞 [Raise an Issue](https:\u002F\u002Fgithub.com\u002FCommunity-Programmer\u002FFinTechForge\u002Fissues)\n\n---\n\n## 🌍 Impact\n\nFinTechForge aims to democratize financial technology by providing an open-source platform that empowers developers, students, and innovators to build and experiment with financial tools. It fosters hands-on learning, real-world experimentation, and collaboration, making it easier for anyone to contribute to the future of finance.💡\n\n### 🔮 Future Scope\n\n- 📈 Portfolio Recommendation Engine\n- 📊 Stock\u002FCrypto Price Prediction \n- 🤖 Financial Chatbot Assistant\n- 🌐 Live Financial API Integration\n- 🧑‍💻 Browser Extension for Finance Tracking\n\n---\n\n## 📄 License\n\nThis project is licensed under the [MIT License](.\u002FLICENSE). Feel free to use, fork, and contribute.\n\n---\n\n","FinTechForge 是一个开源、模块化的金融技术平台，集成了AI驱动的金融分析能力与安全基础设施。核心功能包括基于Python的财经新闻情感分析、基于Node.js的安全认证系统、以及基于React的实时金融数据可视化仪表盘；采用前后端分离、API驱动架构，支持灵活扩展与第三方集成。适用于金融教育（如学生实践项目）、量化分析原型开发、金融科技初创团队快速构建MVP，以及分析师定制化数据洞察工具。",2,"2026-07-10 02:30:27","CREATED_QUERY"]