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Day 100 in production isn't really about chunking strategies anymore.
Chunking decides more of your retrieval quality than the model does, and the obvious way to measure it rewards the worst possible answer. Here are eight strategies, measured on the...
Cognitive load is the mental effort users spend to perceive, understand, decide, and act within an interface, drawn from a working memory that holds roughly 4 chunks. The design ta...
Two organizations can ingest the same documents and receive dramatically different AI responses. The difference may not be the model. It can be how the content was parsed, divided,...
Optimizing RAG at Scale: Chunking, Retrieval, and the Bayesian Search That Cut Latency 40% How we moved from "semantic search + hope" to a measured, tunable retrieval pipeline wi...
Optimizing RAG at Scale: Chunking, Retrieval, and the Bayesian Search That Cut Latency 40% How we moved from "semantic search + hope" to a measured, tunable retrieval pipeline wi...
Chunk делит коллекцию на массивы — одна строка кода. Но есть размер чанка, после которого он замедляется в разы при тех же данных и той же памяти. А на массиве и на List<int>...
Enterprise Document Intelligence [Vol.1 #7sexies] - The unit of retrieval doesn’t have to be a page or a paragraph. When the corpus carries tables, each body row with its column he...
How Embeddings WorkContinue reading on Medium »
Three conditions that must hold before splitting prefill from decode pays off, and why chunked prefill is the right default below that threshold. The post Disaggregation Is a Thous...
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