pure-bot System Requirements Document

1. Introduction

The purpose of this document is to outline the system requirements for the "pure-bot" project. This document will serve as a guide for the development and implementation of the pure-bot system, ensuring that all necessary functionalities and specifications are met.

2. System Overview

The pure-bot project aims to create an intelligent bot that can assist users in various tasks related to machine learning development. The bot will cater to clients looking to start or enhance their machine learning portfolios. It will leverage advanced AI models to provide user-friendly and effective solutions.

3. Functional Requirements

• As a User, I should be able to create a portfolio for machine learning development.
• As a Client, I should be able to start a project with the bot's assistance.
• As a User, I should be able to receive guidance on enhancing my machine learning portfolio.
• As a Developer, I should be able to update the system model to Claude-Sonnet-4-6 for improved performance.

4. User Personas

• User: Individuals looking to create or enhance their machine learning portfolios.
• Client: Businesses or individuals seeking to start machine learning projects with the help of the bot.
• Developer: Technical personnel responsible for maintaining and updating the bot's system model.

5. Core User Flows

• User accesses the platform -> selects portfolio creation -> follows guided steps -> portfolio is generated.
• Client initiates a project -> interacts with the bot for guidance -> receives project plan -> starts project.
• Developer updates system model -> tests new model -> deploys updated model -> monitors performance.

6. Visuals Colors and Theme

• primary: #1E3A8A (Deep Blue)
• primary_light: #3B82F6 (Light Blue)
• secondary: #F97316 (Orange)
• accent: #10B981 (Green)
• highlight: #F59E0B (Amber)
• bg: #F3F4F6 (Light Gray)
• surface: rgba(255, 255, 255, 0.8)
• text: #111827 (Dark Gray)
• text_muted: #6B7280 (Muted Gray)
• border: rgba(209, 213, 219, 0.2)

7. Signature Design Concept

The homepage of pure-bot will feature an interactive galaxy map where each star represents a different feature or section of the bot. Users can click on a star to open a detailed view of that feature, drag to rotate the galaxy, and hover over stars to see connections between different functionalities. This concept will be implemented using @react-three/fiber and @react-three/drei for a seamless 3D experience.

8. Interaction Model & Motion Direction

The interaction model for the landing page will be "parallax," providing a layered depth experience via scroll. Decorative elements will translate at different speeds, creating a visually rich first impression. Internal pages will maintain a "static" model for clarity and ease of use.

9. Non-Functional Requirements

• The system must be scalable to accommodate an increasing number of users.
• The bot should provide responses within 2 seconds for optimal user experience.
• Ensure data security and privacy for all user interactions.

10. Tech Stack

• Frontend: React for Web
• Backend: Python, FastAPI
• Database: MySQL or MariaDB
• AI Models: Claude-Sonnet-4-6 for enhanced performance
• AI Tools: Litellm for LLM Routing, Langchain
• Orchestration: Docker, Kubernetes

11. Assumptions and Constraints

• The system will primarily serve users in India, considering local preferences and requirements.
• The bot will be updated periodically to incorporate the latest AI advancements.

12. Glossary

• AI: Artificial Intelligence
• LLM: Large Language Model
• Claude-Sonnet-4-6: An advanced AI model used for user-friendly responses
• Portfolio: A collection of work samples and projects in machine learning development

This document provides a comprehensive overview of the requirements and specifications for the pure-bot project, ensuring a clear path for development and implementation.