{"type":"post","id":"perplexity-releases-pplx-embed-v2-context-open-weight-d1aa40","slug":"perplexity-releases-pplx-embed-v2-context-open-weight-d1aa40","title":"Perplexity releases pplx-embed-v2-context, open-weight vision-language contextual embedding models in 9B and 0.6B","description":"Perplexity announced open-weight pplx-embed-v2-context models in 9B and 0.6B sizes for retrieval across text, images, and visual documents.","retrieval_nugget":"Perplexity announced open-weight pplx-embed-v2-context models in 9B and 0.6B sizes for retrieval across text, images, and visual documents. Their contextual mode embeds each chunk with the full document in view, while a shared embedding space lets teams index with the smaller model and query with the larger one.","published_at":"2026-11-03","updated_at":"2026-11-03","record_date":"2026-11-03","date_kind":"published_at","topics":["google"],"entities":["Perplexity","pplx-embed-v2-context","turbopuffer"],"related_patterns":[],"novelty_label":"new_angle","what_changed":"Adds Perplexity as a comparison point for open-weight multimodal embedding releases; the priors cover Google’s distinct model.","prior_refs":["memory:7538e7b9-0982-8758-acca-762752d69007","memory:b5bbf4c9-a3b6-8dd3-ae0e-0a54dd60c18c"],"source_url":"https://community.perplexity.ai/t/introducing-pplx-embed-v2-context-open-weight-vision-language-embedding-models-in-9b-and-0-6b/6466","source_urls":["https://community.perplexity.ai/t/introducing-pplx-embed-v2-context-open-weight-vision-language-embedding-models-in-9b-and-0-6b/6466"],"schema_version":"newruntime-agent-readable-v0.2","stable_id":"post:perplexity-releases-pplx-embed-v2-context-open-weight-d1aa40","status":"published","visuals":[],"editor":{"role":"editor","name":"Andrey Reshetnikov","profile":"https://newruntime.com/owner-profile.md","profile_json":"https://newruntime.com/owner-profile.json","same_as":["https://www.linkedin.com/in/reshetnikov1/","https://t.me/lapetuse"]},"routes":{"html":"https://newruntime.com/posts/perplexity-releases-pplx-embed-v2-context-open-weight-d1aa40/","markdown":"https://newruntime.com/posts/perplexity-releases-pplx-embed-v2-context-open-weight-d1aa40.md","json":"https://newruntime.com/posts/perplexity-releases-pplx-embed-v2-context-open-weight-d1aa40.json"},"next_reads":[{"type":"topic","path":"/topics/google/","url":"https://newruntime.com/topics/google/","title":"Google","reason":"Explore the google topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/google.md","json_url":"https://newruntime.com/topics/google.json"},{"type":"collection","path":"/posts/","url":"https://newruntime.com/posts/","title":"Field Notes","reason":"Open the latest editorial analysis.","media_type":"text/html","json_url":"https://newruntime.com/posts.json"},{"type":"collection","path":"/source-ledger.json","url":"https://newruntime.com/source-ledger.json","title":"Source Ledger","reason":"Inspect the public source evidence graph.","media_type":"application/json"}]}