solar-agentic

byNihar Sai Adithya

Build a agentic expense tracker

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System Requirements

System Requirement Document
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System Requirements Document (SRD) for FinFlow

1. Introduction

The FinFlow project is a feature-rich, agentic expense tracker designed for individuals to manage their personal finances effectively. Developed with a focus on the Indian market, this application aims to simplify financial management by combining advanced automation, AI-driven insights, and user-friendly interfaces. The project is tailored to meet the needs of users like Nihar Sai Adithya, who seek a comprehensive tool to track expenses, set budgets, and gain actionable financial insights.

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2. System Overview

The FinFlow system is a personal finance management platform that empowers users to track their expenses, monitor their net worth, and receive AI-driven financial advice. The system is designed to be intuitive, engaging, and highly functional, offering features such as gamification, personalized coaching, and offline tracking. By leveraging cutting-edge technologies like AI and automation, the platform ensures a seamless and efficient user experience.

Key highlights of the system include:

  • Expense categorization and tracking
  • Monthly budget management
  • Visual spending analytics
  • AI chatbot for personalized financial guidance
  • Subscription management
  • Future expense forecasting
  • Offline mode with auto-sync
  • Gamification and community insights

The system is optimized for the Indian market, supporting INR as the default currency and accommodating multi-currency transactions for global users.

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3. Functional Requirements

  • As a User, I should be able to categorize my expenses into predefined or custom categories like food, transport, and rent.
  • As a User, I should be able to set monthly budgets and track my progress.
  • As a User, I should be able to view visual spending analytics through charts and graphs.
  • As a User, I should receive reminders for due payments or tracking expenses.
  • As a User, I should be able to automate tracking for recurring expenses like subscriptions or rent.
  • As a User, I should be able to handle expenses in multiple currencies.
  • As a User, I should be able to calculate and monitor my net worth over time.
  • As a User, I should be able to interact with an AI chatbot for personalized financial guidance.
  • As a User, I should be rewarded for achieving saving goals or staying within budgets (gamification).
  • As a User, I should be able to benchmark my spending anonymously against peers with similar demographics (community insights).
  • As a User, I should benefit from AI-powered automatic categorization of transactions.
  • As a User, I should be able to track all active subscriptions and receive notifications about renewals or unused services.
  • As a User, I should be able to predict upcoming expenses based on historical patterns.
  • As a User, I should be able to track expenses offline, with data syncing automatically when online.
  • As a User, I should be able to manually trigger selective re-run capability for SRD regeneration.

4. User Personas

1. Primary User (Individual)

  • Description: Individuals managing personal finances.
  • Goals: Simplify expense tracking, set budgets, and gain financial insights.
  • Pain Points: Manual tracking, lack of financial awareness, and difficulty in managing recurring expenses.
  • Key Features: Expense categorization, budgets, analytics, AI chatbot, and net worth tracking.
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2. AI-Assisted User

  • Description: Users who rely on AI for financial advice and insights.
  • Goals: Receive personalized suggestions and automate financial decisions.
  • Pain Points: Lack of actionable insights and difficulty in identifying saving opportunities.
  • Key Features: AI chatbot, personalized coaching, and future expense forecasting.

5. Visuals Colors and Theme

Unique Color Palette

The FinFlow project adopts a vibrant yet professional color scheme to evoke trust, clarity, and engagement:

  • Background: #F4F8FC (Soft Ice Blue)
  • Surface: #FFFFFF (Pure White)
  • Text: #2C3E50 (Midnight Navy)
  • Accent: #FF7F50 (Coral Orange)
  • Muted Tones: #BDC3C7 (Light Silver)

This palette ensures a clean and modern interface, with accent colors drawing attention to key actions and insights.

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6. Signature Design Concept

The FinFlow homepage will feature an interactive financial galaxy. Users will navigate through a dynamic 3D space where each "star" represents a financial feature or insight. For example:

  • Expense Categories: Stars grouped into constellations, each representing a category like food or transport.
  • Net Worth: A glowing central star that grows brighter as the user’s net worth increases.
  • Budgets and Analytics: Orbiting planets that display real-time progress and visual analytics.

Key Interactions:

  • Hovering over a star reveals a tooltip with quick stats (e.g., “Dining: ₹5,000 spent this month”).
  • Clicking on a star zooms into a detailed view with charts, graphs, and actionable insights.
  • Subtle animations, like twinkling stars and orbiting planets, create a sense of wonder and engagement.

This design ensures the app is not only functional but also visually captivating and memorable.

7. Non-Functional Requirements

  • Performance: The system should load within 2 seconds for 90% of users.
  • Scalability: Support up to 1 million users with seamless performance.
  • Security: Implement robust encryption for user data and financial transactions.
  • Localization: Default to INR currency and Indian timezone (IST), with multi-currency support.
  • Accessibility: Ensure WCAG 2.1 compliance for users with disabilities.

8. Tech Stack

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Frontend

  • React for Web
  • React Native for Mobile App

Backend

  • Python
  • FastAPI

Database

  • MySQL (preferred) or MariaDB with Alembic for migrations

AI Models

  • GPT 5.4 for user-friendly responses
  • Claude 4.6 Opas for academic or coding work
  • Gemini 3.1 Pro for friendly responses

AI Tools

  • Litellm for LLM Routing
  • Langchain

Orchestration

  • Docker for local orchestration
  • Kubernetes for server-side orchestration
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9. Assumptions and Constraints

  • Users will primarily access the system via mobile devices.
  • The system will support English as the default language.
  • Internet connectivity is required for real-time AI chatbot interactions.
  • Offline mode will sync data automatically when connectivity is restored.

10. Glossary

  • Expense Categorization: Grouping expenses into predefined or custom categories.
  • Net Worth: The total value of assets minus liabilities.
  • Recurring Expenses: Regular payments like subscriptions or rent.
  • Gamification: Using game-like elements to motivate user behavior.
  • Community Insights: Anonymous benchmarking of spending against peers.
  • Future Expense Forecasting: Predicting upcoming expenses based on historical data.
  • AI Chatbot: An artificial intelligence assistant providing personalized financial guidance.
  • Selective Re-run Capability: A feature allowing users to manually trigger SRD regeneration for specific sections or the entire document.
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