DencapsBI API
Enterprise-grade AI analytics platform with natural language querying
Enterprise-grade AI analytics platform that combines modern web technologies with artificial intelligence to provide powerful data insights through natural language queries.
Production Readyvv0.1.0
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
Real-time analytics
Role-based access
Use Cases
Enterprise knowledge bases
Customer support automation
Legal and compliance document search
Research paper analysis
Interactive product documentation
System Architecture
🌐 API Gateway
FastAPI-based REST API with authentication, rate limiting, and comprehensive access logging
⚙️ Processing Layer
Async worker service for file processing, embedding generation, and vector indexing
💾 Data Layer
PostgreSQL for metadata, Qdrant for vectors, MinIO for files, Redis for queue
Ready to Get Started?
Deploy your own RAG platform or learn more about integration