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Episode 3: Embeddings & Semantic Understanding
Custom GPTs & RAG Systems
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22m
Learn how embedding models turn text into meaning-numbers so your AI finds the right document even when users use different words.
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Episode 4: Vector Databases, Chunking...
Build the knowledge infrastructure — vector storage, document chunking strategies, and metadata filtering for precise semantic search at scale.
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Episode 5: The RAG Pipeline - Archite...
Wire the complete retrieval-augmented generation pipeline end to end and trace a user query through every stage from input to cited response.
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Episode 6: Retrieval Strategies & Con...
Optimize retrieval with re-ranking, hybrid search, and context window management so your AI assembles the best possible answer every time.
