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 |

Patrones de integración de LLM para llamadas de funciones, transmisión de respuestas, inferencia local con Ollama y personalización de ajustes. Úselo al implementar el uso de herramientas, transmisión SSE, implementación de modelos locales, ajuste fino de LoRA/QLoRA o API LLM de múltiples proveedores. Fuente: yonatangross/orchestkit.

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