Definition
The encapsulation of AI agent logic, embedding models, and vector database drivers into isolated, immutable units to ensure consistent execution of RAG pipelines across local development and GPU-accelerated production environments.
Focuses on reproducible AI environments and CUDA/GPU dependency management rather than simple source code versioning.
"A pre-calibrated laboratory module that includes all specific reagents and instruments, ready to plug into any research facility and function identically."
- Orchestration(Component)
- CUDA(Prerequisite)
- Microservices(Architectural Pattern)
- Model Serving(Functional Context)
Conceptual Overview
The encapsulation of AI agent logic, embedding models, and vector database drivers into isolated, immutable units to ensure consistent execution of RAG pipelines across local development and GPU-accelerated production environments.
Disambiguation
Focuses on reproducible AI environments and CUDA/GPU dependency management rather than simple source code versioning.
Visual Analog
A pre-calibrated laboratory module that includes all specific reagents and instruments, ready to plug into any research facility and function identically.