Core Concepts

Core Engineering Concepts

Interactive visual notes on algorithmic foundations with live simulations.

01

BM25 Search & Sparse Vectors

Master discrete lexical retrieval mechanics via term saturation, document length normalization, and high-speed sparse matrix dot products.

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02

ANN Vector Search Internals

Deep dive into HNSW, IVF, and Product Quantization algorithms powering modern vector databases and RAG pipelines.

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03

The Serverless Paradigm

Explore event-driven execution mechanics, infrastructure abstractions, and the economics of scale in modern cloud architecture.

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