System Documentationv1.2.4

The SkillVector Philosophy

SkillVector is a **Production-Grade Career Intelligence System** designed to bridge the gap between static educational content and dynamic labor market demands. Unlike simple LLM wrappers, SkillVector implements a complex orchestration of verified data sources, vector databases, and multi-model AI.

Verified Grounding

Every learning path is grounded in O*NET occupational data and live web sources. No hallucinations.

Enterprise Performance

Sub-millisecond cache hits and distributed search queries ensure low latency even with complex RAG pipelines.

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updateUpdated: March 2026