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 |

用于函数调用、流响应、Ollama 本地推理以及微调定制的 LLM 集成模式。在实现工具使用、SSE 流、本地模型部署、LoRA/QLoRA 微调或多提供商 LLM API 时使用。 来源：yonatangross/orchestkit。

查看原文