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GLOSSARY > INFERENCE ENGINE

Inference Engine

The component of the system that applies logical rules or neural network weights to the knowledge base or input data to deduce new information.

The Inference Engine is the runtime environment where the AI model actually generates its predictions or text. Highly optimized inference engines (like vLLM or TensorRT-LLM) are required in Private AI deployments to maximize throughput, minimize latency, and efficiently manage the GPU's memory bandwidth during generation.