SPEAD AI - Enterprise AI Chat Platform

What Is It?

SPEAD AI Web is a comprehensive platform built for Caliana, designed to empower organizations with AI-driven productivity tools. It features two core AI modules: an 'AI Partner' for general-purpose chat with file attachment support, and a 'Doc Assistant' that provides context-aware answers from an organization's uploaded knowledge base, complete with citation tracking. Beyond AI capabilities, the platform includes a full suite of management tools for user accounts, roles & permissions, divisions, and a robust knowledge base system supporting uploads up to 1GB. The entire system is built with real-time capabilities via WebSocket, SSR for performance, and a polished dark/light theme UI.

Key Features

• ✓Built an 'AI Partner' chat module with real-time SSE streaming responses, file attachment support (PDF/DOCX up to 100MB), and an Insource/Outsource source toggle.
• ✓Developed a 'Doc Assistant' module for document analysis with knowledge base integration, advanced filtering by documents & tags, and citation parsing with source tracking.
• ✓Engineered a unified runtime context architecture (CustomRuntimeContext) shared across both AI modules, with route-based feature detection and TanStack Query caching for instant thread switching.
• ✓Implemented a comprehensive 'Knowledge Base Management' system supporting document uploads up to 1GB, with tagging, review workflows, and bulk operations.
• ✓Built a full 'Account & Role Management' suite including user administration, division management, role-based permissions, and organizational structure management.
• ✓Integrated real-time notifications via WebSocket (Socket.IO), interactive onboarding flow, and a responsive dark/light theme UI with Framer Motion animations.

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