Intelligent AI Model Orchestration Library
UltimaCore is a lightweight, flexible, and production-ready Python library for orchestrating multiple AI models with smart routing, fallback strategies, and cost optimization.
UltimaCore powers the intelligence behind Bitnova products by acting as the central nervous system for AI model interactions.
Instead of being locked into one provider or model, UltimaCore intelligently routes requests across multiple frontier models, handles fallbacks, manages context, and optimizes for cost and performance.
- Smart Model Routing — Automatic best-model selection based on task type, cost, and speed
- Intelligent Fallback System — Seamless switching when one model fails or rate limits
- Multi-Model Collaboration — Enable models to work together (debate, review, refine)
- Usage Tracking & Cost Optimization — Detailed analytics and budget controls
- Clean Pythonic API — Simple, readable, and developer-friendly
- Async Support — Built for high-performance applications
Most AI applications are tied to a single provider.
UltimaCore gives you freedom, resilience, and intelligence — the foundation for next-generation AI systems.
In Development • Open-Sourced