{"apiVersion":"v1","taxonomyVersion":1,"generatedAt":"2026-10-29T15:46:34.454Z","data":{"id":"wsa_r6cuesijp4vv","versionId":"ver_xBpZUdpqbUIS","versionNumber":4,"title":"pplx-embed-v2-context-9b-preview","maker":"Perplexity","publisher":"Perplexity","summary":"pplx-embed-v2-context-9b-preview is a contextual embedding model for document chunks in RAG systems. It encodes document chunks together so each chunk’s embedding reflects its surrounding context, and returns one embedding per chunk.","utility":"Use it to create context-aware document and query embeddings for retrieval-augmented generation systems.","classifications":{"developmentType":"model","capability":["embeddings","retrieval"],"modality":["text"],"access":["open weights"],"deployment":["on-premises"],"pricing":["unknown"],"targetUser":["developer","researcher","enterprise"]},"attributes":{"availability":"Preview release on Hugging Face","pricingModel":null,"deployment":"Load with Transformers and run on a selected device","privacy":null,"licence":"MIT"},"score":0.975,"confidence":"high","capped":false,"correctionState":"current","publicationState":"published","lowConfidence":false,"eligibleForDerivedResults":true,"publishedAt":"2026-09-25T17:22:14.000Z","collectedAt":"2026-10-01T02:30:24.053Z","lastVerifiedAt":"2026-10-28T01:03:38.885Z","versionEffectiveAt":"2026-10-26T02:43:34.212Z","taxonomyVersion":1,"rubricVersion":"evidence-rubric-1","jevVersion":"typesafe/jev-1.13-20260917","webUrl":"https://wowsuchai.withglint.app/records/wsa_r6cuesijp4vv"},"nextCursor":null,"license":{"catalog":{"name":"CC BY 4.0","spdx":"CC-BY-4.0","url":"https://creativecommons.org/licenses/by/4.0/","attribution":"wowsuchai","attributionUrl":"https://wowsuchai.withglint.app","covers":["catalog metadata","classifications","generated summaries","feed event metadata"]},"excluded":{"covers":["source quotations","linked source content"],"terms":"Not licensed by wowsuchai. Source quotations and linked source content keep their original rights."}}}