Retrieval Augmented Generation is sometimes viewed as a hack, but in practice it offers several important operational benefits.

RAG against the infinite context machine: unit economics is all you need

Tirath Ramdas published on 2024-03-13 included in category RAG

Retrieval Augmented Generation is sometimes viewed as a hack, but in practice it offers several important operational benefits.

Preprocessing content before vector DB ingest improves information retrieval performance of Retrieval Augmented Generation (RAG) with favourable unit economics. Let's take a look at propositional chunking, an effective semantic preprocessing technique that is practical to implement.

Reliable RAG: preprocessing is all you need

Jordan Moshcovitis, Tirath Ramdas published on 2024-02-22 included in category RAG and series data preprocessing

Preprocessing content before vector DB ingest improves information retrieval performance of Retrieval Augmented Generation (RAG) with favourable unit economics. Let's take a look at propositional chunking, an effective semantic preprocessing technique that is practical to implement.

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Tirath Ramdas published on 2023-12-22 included in category Housekeeping

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