Back to All RoadmapsProduction RAG & Vector Data Engineering
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Advanced LevelAI Infrastructure ~8 Weeks
Production RAG & Vector Data Engineering
Move beyond toy vector tutorials to production retrieval pipelines: handling millions of vectors, fine-tuning embeddings, chunk boundary preservation, and automated RAG triaging.
Prerequisites
- Python or TypeScript proficiency
- Basic linear algebra (dot product, cosine distance)
- Familiarity with SQL
Target Roles
RAG SpecialistAI Search EngineerVector Infrastructure Lead
Interactive Milestones & Project Blueprints
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