Make your agents work on your data. Mixedbread turns PDFs, decks, videos, code, Slack, and Drive into evidence your agent can act on, with fewer tokens. Wholembed v3 is Mixedbread's model API, from mixedbread ai inc. Published at mixedbread.com/blog/wholembed-v3. Directory filing: Embedding models. Wholembed v3 is Mixedbread's model API, from mixedbread ai inc. Published at mixedbread.com/blog/wholembed-v3. Directory filing: Embedding models.

Category: Embedding models

Product listing

Wholembed v3 website preview

Wholembed v3

From Mixedbread

Share image from their website · not a live screen grab · not verified evidence

mixedbread.com

AI Model / API · Embedding models · Models & Foundation AI

  • Unclaimed
  • Directory-only

Ranking status: Directory only — not ranked

TrustMark reading

Where this product sits

Wholembed v3 is classified as Embedding models. Models that turn text or media into vectors for retrieval, not generative chat. Jobs: text embeddings; multilingual embeddings; multimodal embeddings.

Buyers typically come to Embedding models because retrieval quality is capped by a generic embedding the buyer cannot name. Classification is not a finding that this product solves that job.

This is TrustMark's classification reading for buyers comparing Embedding models products. It is not an Assurance Score, certificate, or ranked position.

What it is

Product classification

AI Model / API

Make your agents work on your data. Mixedbread turns PDFs, decks, videos, code, Slack, and Drive into evidence your agent can act on, with fewer tokens. Wholembed v3 is Mixedbread's model API, from mixedbread ai inc. Published at mixedbread.com/blog/wholembed-v3. Directory filing: Embedding models. Wholembed v3 is Mixedbread's model API, from mixedbread ai inc. Published at mixedbread.com/blog/wholembed-v3. Directory filing: Embedding models.

Embedding models · Models & Foundation AI

What it does

How this product is used

Capabilities
Not specified
Sectors
Cross-industry / not specified
Deployment
Not specified
Autonomy
ASSISTIVE
Data exposure
Not specified

Verified claims

What has been independently checked

  • Independently verified· 2026-09-17Domain association: Verified
  • This only confirms the listing is tied to a checked company website domain. It is not a product assessment, certificate, review star, or ranked position.

Supplier-provided information

AI TrustMark has not independently verified supplier-provided marketing claims on this profile, including untested productivity, ROI or performance figures, unless they appear under verified claims or a named certificate. Absence of a claim from the verified list means it has not been evidenced here.

What the vendor’s website says · supplier-provided, not verified evidence

Make your agents work on your data. Mixedbread turns PDFs, decks, videos, code, Slack, and Drive into evidence your agent can act on, with fewer tokens. Wholembed v3 is Mixedbread's model API, from mixedbread ai inc. Published at mixedbread.com/blog/wholembed-v3. Directory filing: Embedding models. Wholembed v3 is Mixedbread's model API, from mixedbread ai inc. Published at mixedbread.com/blog/wholembed-v3. Directory filing: Embedding models.

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Category context

Why buyers look at Embedding models

Models that turn text or media into vectors for retrieval, not generative chat. Jobs: text embeddings; multilingual embeddings; multimodal embeddings.

Retrieval quality is capped by a generic embedding the buyer cannot name.

This is category context, not an independent assessment of Wholembed v3. Vendor-claimed differences are listed above. Assessment results appear only after examination.

Browse Embedding models

Where to get more information

Other products from Mixedbread

  • Mixedbread Search Claim

    Make your agents work on your data. Mixedbread turns PDFs, decks, videos, code, Slack, and Drive into evidence your agent can act on, with fewer tokens. Mixedbread Search is Mixedbread's model API, from mixedbread ai inc. Published at mixedbread.com/docs. Directory filing: Retrieval infrastructure. Mixedbread Search is Mixedbread's model API, from mixedbread ai inc. Published at mixedbread.com/docs. Directory filing: Retrieval infrastructure.

Why complete verification

Completing verification can improve the quality of the public evidence available on this product profile. Useful verified information can deepen the profile and make public questions about the named product more answerable. It does not buy directory ranking, review stars, a higher Assurance Score, a favourable certificate outcome, or a guaranteed Google ranking.

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