<h2>Overview</h2>
<p>OpenAdvisor is an innovative stock recommendation application powered by machine learning, crafted for investors looking for effective tools to enhance their trading experience. Developed during the FossHack 2024 hackathon, this platform caters to both novice and seasoned investors alike, offering a self-hostable solution that simplifies stock predictions and portfolio management. The emphasis on usability ensures that users can navigate the interface effortlessly, making informed investment decisions with confidence.</p>
<p>What sets OpenAdvisor apart is its ability to leverage advanced algorithms for stock analysis while maintaining an approachable design. By utilizing a modern tech stack, this platform strikes a balance between robust performance and user-friendly features, making it an appealing choice for anyone interested in improving their investment strategies.</p>
<h2>Features</h2>
<ul>
<li><strong>Machine Learning Predictions</strong>: Utilizes CatBoost to provide accurate stock price forecasts, drawing on powerful algorithms that automatically manage categorical features.</li>
<li><strong>Stock Rankings and Recommendations</strong>: Offers daily and weekly insights into stock performance, helping investors track potential opportunities and make informed choices.</li>
<li><strong>User-Friendly Dashboard</strong>: Features an intuitive interface for seamless investment tracking, enabling users to monitor their portfolio with ease.</li>
<li><strong>Backtesting Module</strong>: Allows users to visualize performance through historical data testing, essential for understanding potential investment outcomes.</li>
<li><strong>Customizable Prediction Frequency</strong>: Users can tailor how often they receive stock predictions, ensuring the functionality meets their personal investment needs.</li>
<li><strong>Self-Hostable Platform</strong>: Designed for easy setup and maintenance, making it accessible for individual users who prefer to run the application independently.</li>
<li><strong>Lightweight Tech Stack</strong>: Employs technologies like Python, Flask, and SQLite to ensure a robust yet efficient backend, facilitating smooth operation and scalability.</li>
<li><strong>Interactive UI Components</strong>: Integrates Alpine.js and Tailwind CSS for responsive and sleek designs, enhancing user experience without burdensome loading times.</li>
</ul>


<h2>Overview</h2>
<p>OpenAlgo is an open-source, Flask-based Python application that serves as a bridge between traders and major trading platforms like Amibroker, Tradingview, Excel, and Google Spreadsheets. It aims to simplify algo-trading by enabling easy integration, automation, and execution of trading strategies through a user-friendly interface.</p>
<h2>Features</h2>
<ul>
<li><strong>Comprehensive Integration:</strong> Seamlessly connect with Amibroker, Tradingview, Excel, and Google Spreadsheets for data and strategy transition.</li>
<li><strong>User-Friendly Interface:</strong> Easy-to-use Flask-based application accessible to traders of all expertise levels.</li>
<li><strong>Real-Time Execution:</strong> Implement trading strategies in real time for immediate action in capitalizing on market opportunities.</li>
<li><strong>Customizable Strategies:</strong> Adapt and tailor trading strategies to specific needs with extensive customization and automation options.</li>
<li><strong>Secure and Reliable:</strong> Focus on security and reliability to provide a dependable platform for algo-trading activities.</li>
</ul>
<h3>Prerequisites:</h3>
<ul>
<li>Visual Studio Code (VS Code) installed on Windows.</li>
<li>Python version 3.10 or 3.11 installed.</li>
<li>Git for cloning the repository.</li>
</ul>
<h3>Installation Steps:</h3>
<ol>
<li><strong>Install VS Code Extensions:</strong> Open VS Code, go to Extensions section, and install Python, Pylance, and Jupyter extensions.</li>
<li><strong>Clone the Repository:</strong> In VS Code Terminal, clone the OpenAlgo repository with <code>git clone https://github.com/marketcalls/openalgo</code>.</li>
<li><strong>Install Dependencies:</strong> Depending on your system, execute <code>pip install -r requirements.txt</code> for Windows or Linux/Nginx users.</li>
</ol>
<h2>Summary</h2>
<p>OpenAlgo is a versatile open-source application that streamlines the integration of trading platforms and simplifies algo-trading for traders, enabling them to execute strategies in real time with customization options. Its user-friendly interface and focus on security make it a reliable choice for enhancing trading performance and efficiency. The detailed installation guide provided ensures a smooth setup process for users to get started with OpenAlgo.</p>


<h2>Overview</h2>
<p>Open Terminal is an innovative trading dashboard designed specifically for traders utilizing the AngelOne API. Built on the Flask framework, this platform combines security and a rich set of features to facilitate seamless trading. With real-time market data and user-friendly management tools, Open Terminal is an ideal solution for both novice and experienced traders looking to enhance their trading experience.</p>
<p>The dashboard offers comprehensive capabilities that allow users to monitor market movements effectively, manage their portfolios, and execute trades with ease. Its modern user interface, supported by Tailwind CSS, ensures an engaging experience while delivering powerful functionalities tailored for efficiency and speed.</p>
<h2>Features</h2>
<ul>
<li><strong>Real-time Market Data:</strong> Experience live streaming of market prices and depth for informed trading decisions.</li>
<li><strong>Watchlist Management:</strong> Easily create and manage up to 5 personalized watchlists to track your preferred instruments.</li>
<li><strong>Order Management:</strong> Place, modify, and track orders effortlessly to streamline your trading activities.</li>
<li><strong>Portfolio Overview:</strong> Gain insights into your holdings, positions, and profit/loss for better portfolio management.</li>
<li><strong>Market Depth:</strong> View a detailed Level 2 order book display to understand market movements and liquidity.</li>
<li><strong>Secure Authentication:</strong> Benefit from secure login through AngelOne API integration, ensuring your trading data is protected.</li>
<li><strong>WebSocket Integration:</strong> Stay updated with real-time data using WebSocket technology for instantaneous information.</li>
<li><strong>Responsive Design:</strong> Enjoy a modern user interface that adapts seamlessly across different devices, thanks to Tailwind CSS and DaisyUI.</li>
</ul>


<h2>Overview</h2>
<p>Sketch Maker AIA is a cutting-edge web application that utilizes advanced artificial intelligence to generate stunning artwork, banners, and custom visual content based on text descriptions. This versatile tool caters to creative individuals and businesses alike, enabling users to bring their ideas to life with ease. With features like custom model training and a comprehensive gallery system, it offers a unique platform for both amateur and professional artists to explore their creativity.</p>
<p>One of the standout functionalities of Sketch Maker AIA is its ability to work with multiple AI providers, which gives users access to a wide array of models and capabilities. This not only enhances the quality of the artwork produced but also allows for a more tailored experience based on individual project needs. Whether you're creating marketing materials, social media graphics, or personal art, Sketch Maker AIA has the tools to ensure your vision becomes a reality.</p>
<h2>Features</h2>
<ul>
<li>
<p><strong>Virtual Try-On</strong>: Experience clothing before you buy with real-time clothing visualization on your uploaded photos, allowing for a realistic preview.</p>
</li>
<li>
<p><strong>Dual Image Upload System</strong>: Effortlessly upload both your photo and the clothing item, ensuring precision in how the outfit fits and looks on you.</p>
</li>
<li>
<p><strong>Intelligent Fitting and Pose Adaptation</strong>: AI technology automatically adjusts clothing to fit your unique body shape and pose for a seamless look.</p>
</li>
<li>
<p><strong>Multiple Variation Generation</strong>: Generate up to four different styling options, providing a range of looks to choose from without additional effort.</p>
</li>
<li>
<p><strong>High-Quality Image Generation</strong>: Utilize advanced models for photorealistic rendering, ensuring that your visuals are of the highest quality with realistic lighting and shadows.</p>
</li>
<li>
<p><strong>Custom Styling Instructions</strong>: Tailor the virtual try-on by adding specific requests for styling, fit adjustments, or accessories to achieve your desired look.</p>
</li>
<li>
<p><strong>Batch Generation Support</strong>: Request multiple images at once for efficient workflow and creative exploration without having to repeat processes.</p>
</li>
<li>
<p><strong>Format Compatibility</strong>: Supports various image formats including PNG, WebP, JPEG, with automatic conversions to suit different needs.</p>
</li>
</ul>


<h2>Overview</h2>
<p>The Trading Dashboard is a sleek and modern application that combines the power of React, Tailwind CSS, and Recharts to provide users with an exceptional trading experience. Designed with responsiveness in mind, this dashboard gives traders a comprehensive view of market summaries, stock indices, and personalized watchlists. Whether you're on a desktop or a mobile device, this dashboard is built to deliver market insights efficiently and effectively.</p>
<p>With its elegant interface and interactive features, the Trading Dashboard stands out as a useful tool for both seasoned investors and those just entering the trading world. It offers an intuitive way to monitor market trends and customize your trading experience.</p>
<h2>Features</h2>
<ul>
<li>
<p><strong>Real-time Market Summary Display</strong>: Get instant access to up-to-date market summaries for major indices, making it easier to stay informed about market movements.</p>
</li>
<li>
<p><strong>Interactive Line Chart</strong>: Visualize market trends with a smooth, interactive line chart that allows users to zoom in on specific data points for detailed insights.</p>
</li>
<li>
<p><strong>Customizable Watchlist</strong>: Tailor your trading experience by modifying your watchlist, enabling easy tracking of favorite stocks (functionality to be implemented).</p>
</li>
<li>
<p><strong>Responsive Design</strong>: The dashboard is designed to perform seamlessly on both desktop and mobile devices, ensuring a consistent user experience across all platforms.</p>
</li>
<li>
<p><strong>Country Flags for Quick Reference</strong>: Quickly identify the market indices with country flags, adding a visual layer to your analysis and making it easier to comprehend.</p>
</li>
<li>
<p><strong>Built with Modern Technologies</strong>: The dashboard leverages the latest technologies including React, Tailwind CSS for styling, and Recharts for dynamic data visualization, ensuring a robust performance.</p>
</li>
</ul>
<p>With its thoughtful design and innovative features, the Trading Dashboard is set to enhance the trading experience, providing users with the tools they need to make informed decisions.</p>


Marketcalls

Openadvisor

Openalgo Multiuser

Openalgo

OpenTerminal

Sketchmaker

Trading Dashboard