Article: Orchestrating Agentic and Multimodal AI Pipelines with Apache Camel

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Apache Camel orchestrates agentic and multimodal AI pipelines by managing LLM reasoning, retrieval, and multi-step workflows. Proper system design around AI components is critical—most failures stem from pipeline fragility, not model weakness.

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