Cirkelline - Your Personal AI Assistant

A multi-agent AI orchestration system where one conversational interface hides a team of specialist agents working together. Users talk to Cirkelline — behind the scenes, the system analyzes each request and routes it to the right expert.

The system features persistent session memory with emotional intelligence capture (detecting mood, urgency, and stress), a private knowledge base with hybrid semantic and keyword search for uploaded documents, multi-modal processing across audio, video, images, and documents, and real-time streaming responses. Built with complete user isolation and multi-tenant architecture with JWT middleware handling authentication and dependency injection. Session summaries prevent context overflow in long conversations.