VectorMindAll Topics
TechniquesIntermediate10 hrs

Retrieval-Augmented Generation

Build AI systems that can reason over your private knowledge base. Learn vector search, chunking strategies, hybrid retrieval, and reranking to eliminate hallucinations.

Key Concepts

01Vector Embeddings
02Semantic Search
03Chunking Strategies
04Reranking
05Hybrid Search
Study Note

This module covers grounding models in your data. Work through the concepts in order — each one builds on the last. Return to this page as a reference after completing any related papers or implementations.

Module Info
LevelIntermediate
Duration10 hrs
CategoryTechniques
Concepts5 topics
Related Topics
Transformer ArchitectureLarge Language ModelsPrompt EngineeringFine-tuning & Alignment