Architecture
Deep dive into the technical architecture of CognitiveX. Learn how the system works under the hood.
System Architecture
CognitiveX is built on a layered architecture where each layer has a specific purpose:
Memory Layer
PostgreSQL with pgvector for vector storage, automatic embedding generation
Cognition Layer
Multi-LLM reasoning with reflection capture and pattern recognition
Decision Layer
Adaptive routing, cost optimization, and agent orchestration
System Overview
High-level architecture and component interactions
Memory Layer
Vector storage, embeddings, and semantic search
Cognition Layer
Reasoning engine, reflection, and pattern recognition
Decision Layer
Adaptive routing, orchestration, and optimization
Performance
Caching strategies, latency optimization, and scaling
Security
Authentication, encryption, and compliance
Technology Stack
Backend
- • NestJS
- • TypeScript
- • PostgreSQL
- • Redis
AI/ML
- • OpenAI
- • Anthropic
- • Google Gemini
- • pgvector
Infrastructure
- • Docker
- • Kubernetes
- • Nginx
- • Monitoring