llm-integration

SKILL.md

Patterns for integrating LLMs into production applications: tool use, streaming, local inference, and fine-tuning. Each category has individual rule files in rules/ loaded on-demand.

| Category | Rules | Impact | When to Use |

| Function Calling | 3 | CRITICAL | Tool definitions, parallel execution, input validation | | Streaming | 3 | HIGH | SSE endpoints, structured streaming, backpressure handling | | Local Inference | 3 | HIGH | Ollama setup, model selection, GPU optimization | | Fine-Tuning | 3 | HIGH | LoRA/QLoRA training, dataset preparation, evaluation |

用於函數呼叫、流響應、Ollama 本地推理以及微調自訂的 LLM 整合模式。在實作工具使用、SSE 流、本機模型部署、LoRA/QLoRA 微調或多提供者 LLM API 時使用。 來源：yonatangross/orchestkit。

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