Production RAG Pipeline

AI-POWERED CAREERINTELLIGENCE

Stop relying on static course lists. Analyze your skills, match against real O*NET labor market data, and generate a dynamic, deeply personalized learning roadmap.

No credit cardFree tierOpen source
⚡ 2× faster
✦ 98% accuracy
↗ +340% ROI
SCROLL
0+O*NET Occupations

Real-time labor market matching across 1,000+ specialized fields.

0-LayerRAG Pipeline

Hybrid retrieval system combining vector search and live web context.

0-DHybrid Search

High-dimensional embedding space for profound semantic accuracy.

0BLlama 3.3 Engine

Powered by massive compound foundation models with fallback orchestration.

The Pipeline

From Zero to Job Ready.

STEP 01

Connect

Auth & baseline setup

STEP 02

Profile

AI identifies skill gaps

STEP 03

Engine

RAG path generation

STEP 04

Insights

Real-time O*NET market data

STEP 05

Execute

Learn & become job-ready

Next.js 16React 19FastAPIPostgreSQLpgvectorLlama 3.3 70BMistral EmbedO*NET 29.0Three.jsTavily Web SearchNext.js 16React 19FastAPIPostgreSQLpgvectorLlama 3.3 70BMistral EmbedO*NET 29.0Three.jsTavily Web Search
Platform Capabilities

Engineered for
Performance and Precision

An entire suite of industry-standard tools combined intelligently to provide you with an unfair career advantage.

01

RAG-Enhanced Paths

3-layer hybrid retrieval system with 0ms L0 cache, combining vector search and live Tavily web context.

Explore feature
02

O*NET Market Engine

Real-time U.S. Dept of Labor analytics. Match skills to 1,000+ occupations with Hot Technology extraction.

Explore feature
03

Adaptive Testing

LLM-generated multi-phase MCQs. Pass thresholds auto-integrate validated skills into your profile.

Explore feature
04

Anti-Cheat Player

Server-side heartbeat verification and sub-second seek-skip detection to ensure high skill integrity.

Explore feature
05

AI Career Assistant

Powered by massive compound models with fallback orchestration. Deeply contextual to your generated path.

Explore feature
06

Exa Hybrid Neural Retrieval

A neural search layer combining high-fidelity Web Search with context-aware Vector DB, extracting the freshest skill data continuously.

Explore feature
The Manifesto
Built for career transformation — not just course recommendations.

01. 10. 2026 / Release Alpha

Start transforming today

Ready to build your AI-curated path?

Join thousands of professionals optimizing their careers through intelligent, data-driven learning vectors.