Show HN：Kite – 輕量級、生產就緒的代理式 AI 框架，整合 Ollama

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Production-ready agentic AI framework. High-performance, lightweight, simple. Built-in safety, memory, and 4 reasoning patterns. Ships to production fast.

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🪁 Kite

Production-Ready Agentic AI Framework
High-Performance • Lightweight • Simple

⚠️ Alpha Release: v0.1.0 is an early release. Not recommended for production use without thorough testing.

Installation • Quick Start • Documentation • Examples • Contributing

Kite is a production-grade framework for building intelligent AI agents and workflows. Designed for real-world applications, it bridges the gap between probabilistic LLM outputs and deterministic business logic with enterprise-grade safety, memory, and observability.

🎯 Why Kite?

Built for Production from Day One

⚡ Quick Start

Installation

30-Second Example

That's it. No complex configuration. Production-ready by default.

🏗️ Architecture

Core Components

Design Philosophy

🚀 Key Features

1. Multi-Provider LLM Support

2. Production Safety

Circuit Breakers prevent cascading failures:

Idempotency prevents duplicate operations:

3. Advanced Memory Systems

Vector Memory for semantic search:

Graph RAG for relationship-aware retrieval:

4. Agent Reasoning Patterns

ReAct (Reasoning + Acting):

Plan-and-Execute with replanning:

Tree-of-Thoughts for complex reasoning:

ReWOO (parallel execution):

5. Human-in-the-Loop Workflows

📊 Performance

Benchmarks (on M1 Mac, local Ollama):

🛠️ Production Deployment

Docker

Includes:

Environment Variables

See .env.example for full configuration.

📚 Examples

The examples/ directory contains 9 production-ready case studies:

Run any example:

🧪 Testing

📖 Documentation

Comprehensive guides for building production-grade AI agents:

🤝 Contributing

We welcome contributions! See CONTRIBUTING.md for guidelines.

Key Areas:

🗺️ Roadmap

📜 License

MIT License - see LICENSE for details.

🙏 Acknowledgments

Built with:

📧 Support

Built for developers who ship to production.
Star ⭐ this repo if you find it useful!

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Production-ready agentic AI framework. High-performance, lightweight, simple. Built-in safety, memory, and 4 reasoning patterns. Ships to production fast.

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