Results for “ilm”

5 skills

Designs Elasticsearch indexes and mappings, tunes queries, sizes clusters, and handles operations like shard/replica strategy, ILM, monitoring, troubleshooting, and safe reindexing or upgrades.

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Guides machine learning development with experiment tracking, hyperparameter optimization, model registry, and MLOps pipeline integration.

Operates AI infrastructure as a production dependency: manages GPU utilization, MCP servers, LLM gateways, inference pipelines, token costs, semantic caching, and model observability.

Helm Liang 2022

Holistic evaluation framework for language models measuring accuracy, calibration, robustness, and fairness

Tpl AI Ml RAG Pipeline

Template do pack (ai-ml/03-rag-pipeline.md). Orienta o agente em integracao de IA/ML, LLM e pipelines de dados alinhado a esse contexto.