jade-file

Introduction

The jade-file project aims to develop a comprehensive full-stack application tailored to meet the specific needs of users in India, particularly focusing on the Nifty and BankNifty markets. This document outlines the system requirements necessary to build a compliant AI trading agent that caters to these financial markets.

System Overview

The jade-file project is designed to facilitate seamless trading experiences for users engaging with India's Nifty and BankNifty markets. The system will incorporate advanced AI capabilities to analyze market trends, provide trading recommendations, and execute trades efficiently. The application will be built with a robust backend and a user-friendly frontend, ensuring high performance and reliability.

Functional Requirements

• As a Trader, I should be able to view real-time market data for Nifty and BankNifty.
• As a Trader, I should be able to receive AI-generated trading recommendations.
• As a Trader, I should be able to execute trades directly from the application.
• As an Admin, I should be able to manage user accounts and permissions.
• As an Admin, I should be able to monitor system performance and trading activities.

User Personas

• Trader: Engages with the application to view market data, receive recommendations, and execute trades.
• Admin: Manages the application, oversees user activities, and ensures system integrity.

Visuals Colors and Theme

• primary: #1A237E (deep indigo)
• primary_light: #534BAE (light indigo)
• secondary: #FF6F00 (vibrant amber)
• accent: #D50000 (bright red)
• highlight: #FFC107 (warm gold)
• bg: #F5F5F5 (light grey)
• surface: rgba(255, 255, 255, 0.9) (soft white)
• text: #212121 (dark grey)
• text_muted: #757575 (medium grey)
• border: rgba(33, 33, 33, 0.1) (subtle grey)

Signature Design Concept

The jade-file project will feature an interactive "Market Galaxy" homepage. Users will navigate through a 3D galaxy map where each star represents a different market feature or section. Clicking on a star will open detailed information about that market aspect, while dragging will rotate the galaxy, offering a dynamic exploration experience. Hovering over stars will highlight connections between related market data. This concept will be implemented using @react-three/fiber and @react-three/drei for 3D interactions, with gsap for smooth animations and transitions.

Interaction Model & Motion Direction

The landing page will employ a "parallax" interaction model, creating a layered depth effect as users scroll. Decorative elements will move at varying speeds to enhance the storytelling aspect, while core content will scroll naturally. Internal pages will adopt a "static" model to prioritize clarity and readability, especially for data-heavy sections.

Non-Functional Requirements

• The application must support high concurrency to handle multiple users simultaneously.
• The system should ensure data security and compliance with Indian financial regulations.
• The application must be responsive and accessible on both desktop and mobile devices.

Tech Stack

• Frontend: React for Web
• Backend: Python, FastAPI
• Database: MySQL or MariaDB, with alembic for migrations
• AI Models: GPT 5.4 for user-friendly responses
• AI Tools: Litellm for LLM Routing, Langchain
• Local Orchestration: Docker, docker-compose
• Server-side Orchestration: Kubernetes

Assumptions and Constraints

• The application will primarily serve users in India, adhering to local financial regulations.
• The system will be designed to scale with increasing user demand and market data volume.
• The application will integrate with existing financial data providers for real-time updates.

Glossary

• Nifty: A stock market index representing the weighted average of 50 of the largest Indian companies listed on the National Stock Exchange.
• BankNifty: A stock market index representing the performance of the banking sector in India.
• AI Trading Agent: An artificial intelligence system designed to analyze market data and execute trades based on predefined algorithms.