DencapsBI
AI-Powered Analytics Platform
Enterprise-grade AI analytics platform that combines modern web technologies with artificial intelligence to provide powerful data insights through natural language queries.
Production Readyv0.1.0
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Technology Stack
Angular 21
Frontend
Rust
Backend Language
Actix-Web
Framework
MongoDB
Database
Redis
Cache
LM Studio
AI Engine
Chart.js
Visualization
Key Features
Natural Language Processing
- Ask questions in plain English
- AI interprets intent and generates insights
- Context-aware responses
- Support for complex queries
Structured AI Responses
- Charts (bar, line, pie, doughnut)
- Mathematical equations (LaTeX)
- Data tables with formatting
- Large dataset handling
Enterprise Security
- JWT authentication
- Role-based access control
- Multi-tenant isolation
- Rate limiting protection
Real-Time Analytics
- Live chat interface
- Conversation history
- Export functionality
- Project-based organization
Use Cases
Business intelligence reporting
Data exploration and analysis
Financial analytics
Customer insights
Operational dashboards
System Architecture
🎨 Angular Frontend
Modern SPA with lazy loading, reactive forms, and real-time chart rendering
âš¡ Rust Backend
High-performance Actix-Web API with JWT auth, RBAC, and rate limiting
🤖 AI Integration
LM Studio for natural language processing and structured response generation
💾 Data Storage
MongoDB for persistence, Redis for caching and sessions
Transform Your Analytics
Experience the power of AI-driven business intelligence