Revolutionary Retrieval-Augmented Generation Technology
Powerful content management system with semantic search and AI-powered content generation capabilities. Integrates Django, React, and cutting-edge machine learning technologies for building intelligent applications.
Complete technology stack for intelligent search
High-performance semantic search using vector embeddings stored in Milvus
Context-aware response generation using retrieved content
Flexible content organization with support for complex data structures
Support for text, video, images, and other content types
Dual AI engine support: GigaChat and Ollama for different scenarios
Complete monitoring, error tracking, and performance optimization
Flexible deployment options for any scale
Docker Compose for quick development start with all required services
All services on one server with automatic SSL setup via Let's Encrypt
Service separation, load balancing with Traefik and horizontal scaling
OpenTelemetry tracing, Prometheus metrics, and Sentry error tracking
Where RAG platform is applied
Perfect for managing large volumes of documentation with intelligent search and automated response generation for queries.
Knowledge base with semantic search, material organization, and automated response generation for common questions.
Large-scale document processing, intelligent content discovery and recommendations based on semantic understanding.
Start using advanced AI capabilities for your projects