Show HN: Kite – lightweight production-ready agentic AI framework with Ollama (github.com)

The recently announced Kite framework is an early-stage, lightweight, production-ready system designed to facilitate the development of intelligent AI agents and workflows. As an alpha release (v0.1.0), Kite aims to connect probabilistic outputs from large language models (LLMs) to deterministic business logic while prioritizing enterprise safety and observability. Its architecture allows for lazy loading, minimal startup times (~50ms), and memory management capabilities through various retrieval mechanisms like vector and graph-based approaches. Kite stands out by providing a seamless, multi-provider environment that enables users to effortlessly switch between different LLMs such as OpenAI and Anthropic, all while maintaining a user-friendly API that scales from prototype to production. Key features include built-in safety measures such as circuit breakers and self-healing validations, alongside comprehensive monitoring and logging systems. The framework also supports various reasoning patterns (ReAct, Plan-Execute, etc.), making it adaptable for complex use cases, including multi-agent dialogues and human-in-the-loop systems. As AI integration continues to evolve, Kite represents a significant step towards accessible, robust solutions aimed at real-world applications in the AI/ML community.