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Perplexity’s open-weight pplx-embed-v2-context models (9B/0.6B) embed each document chunk with its surrounding context, helping search retain supporting evidence. They also handle images; the research paper dates to Oct 28.

Perplexity’s original chart comparing its 9B and 0.6B contextual embedding models on context-bench, Q2D-Chunk and ConTEB; results and benchmark conditions are vendor-reported.

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Perplexity Developers — original announcement ↗ · Source dated

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