We built a new way to train contextual embedding models

Tags	Partnership
Colors	Colors sampled from the image
Posted	30 Sep, 2026
Curator	@baseddesigner

which encode each chunk of a document with the whole document in view. pplx-embed-v2-context-9b-preview sets a new state of the art on ConTEB and @turbopuffer's new, privately held context-bench.

see original

More from Perplexity

@perplexity_ai26 posts

Automations in Perplexity Computer — public x-twitter post media curated for social post design inspiration. — Automations in Perplexity Computer · Perplexity · @perplexity_ai · Launch · Product Screenshot. Captured 2026-09-29. Original source attached on the reference page.

Yesterday

Perplexity Developers: You can now build custom reusable agents in the Perplexity Agent API — public x-twitter post media curated for social post design inspiration. — Perplexity Developers: You can now build custom reusable agents in the Perplexity Agent API · Perplexity · @perplexitydevs · Product Update · Product Screenshot. Captured 2026-09-28. Original source attached on the reference page.

2d ago

Perplexity Developers: Fast Search is now the default search in Hermes Agent for Nous Portal — public x-twitter post media curated for social post design inspiration. — Perplexity Developers: Fast Search is now the default search in Hermes Agent for Nous Portal · Perplexity · @perplexitydevs · Education · Product Screenshot. Captured 2026-09-25. Original source attached on the reference page.

6d ago

Perplexity: Portable Computer for Windows is now available on @AMD Ryzen AI Max — public x-twitter post media curated for social post design inspiration. — Perplexity: Portable Computer for Windows is now available on @AMD Ryzen AI Max · Perplexity · @perplexity_ai · Launch · Product Screenshot. Captured 2026-09-25. Original source attached on the reference page.

6d ago

Perplexity Computer can now create videos using MiniMax H3 — public x-twitter post media curated for social post design inspiration. — Perplexity Computer can now create videos using MiniMax H3 · Perplexity · @perplexity_ai · Launch · Announcement Card. Captured 2026-09-21. Original source attached on the reference page.

1w ago

Perplexity: We’re rolling out effort controls in Computer’s model selector — public x-twitter post media curated for social post design inspiration. — Perplexity: We’re rolling out effort controls in Computer’s model selector · Perplexity · @perplexity_ai · Launch · Announcement Card. Captured 2026-09-17. Original source attached on the reference page.

1w ago

Perplexity Computer will now come pre-installed on HP ZBook Ultra G3a — public x-twitter post media curated for social post design inspiration. — Perplexity Computer will now come pre-installed on HP ZBook Ultra G3a · Perplexity · @perplexity_ai · Product Update · Announcement Card. Captured 2026-09-15. Original source attached on the reference page.

2w ago

Perplexity: Portable Computer is now available on Windows PCs with @NVIDIA RTX GPUs — public x-twitter post media curated for social post design inspiration. — Perplexity: Portable Computer is now available on Windows PCs with @NVIDIA RTX GPUs · Perplexity · @perplexity_ai · Launch · Product Screenshot. Captured 2026-09-14. Original source attached on the reference page.

2w ago

Perplexity Developers: Perplexity has joined the Rust Foundation — public x-twitter post media curated for social post design inspiration. — Perplexity Developers: Perplexity has joined the Rust Foundation · Perplexity · @perplexitydevs · Product Update · Product Screenshot. Captured 2026-09-10. Original source attached on the reference page.

2w ago

We built a new way to train contextual embedding models

We built a new way to train contextual embedding models

More from Perplexity

Similar posts

More from Perplexity

Similar posts