Theory of Intelligence
GENERATIVE AI & LLMS•Retrieval Augmented Generation•Embeddings And Search•1.2 Vector Databases

Introduction

Subtopics: Vector Search & Metadata Filtering, Indexes (HNSW, IVF) and Vector Database Options.

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Introduction

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Discuss theoretical concepts, mathematical formulas, and architectural foundations.

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1.1 Semantic Embeddings
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1.3 Chunking