NVIDIA NIM & Llama-Nemotron RAG Pipeline
AI-Powered Vector Job Matcher
Convert your resume into high-dimensional vector embeddings using NVIDIA's llama-nemotron-embed model. Rank matches in real-time against seeded positions using llama-nemotron-rerank, and use Meta Llama 3.3 70B to draft outreach pitches.
🔑BYOK Integration
Bring your own NVIDIA API key to enable job searching locally. Keys are stored safely in your browser.
Profile Input
Vector Database Seeding
Seed MongoDB with 5 realistic software developer postings. This generates embeddings and stores them.
🔑BYOK Integration
Bring your own NVIDIA API key to enable job searching locally. Keys are stored safely in your browser.
No Matches Generated Yet
Paste your CV/Profile, write down what you are looking for, and hit the matching button to kick off semantic embedding calculations.