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RAG

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7 Modules · 34 Lessons

Recommended resources

Module 1

Foundations: Programmatic LLM Interaction

Module 2

The Language of Vectors: Embeddings and Similarity

Module 3

Preparing the Knowledge Base: Document Processing

Module 4

Indexing and Retrieval: Vector Stores

Module 5

Core RAG: Assembling the Pipeline

Module 6

Measuring Success: RAG Evaluation

Module 7

Advanced RAG: Optimization Techniques