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
From Mixedbread
Share image from their website · not a live screen grab · not verified evidence
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.
Claim this listing to add a supplier statement alongside the website summary.
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.
Where to get more information
- Product website · www.mixedbread.com/blog/wholembed-v3
- Mixedbread website
- Company listing
- Ask to be invited to review
- Claim this listing to add a supplier statement
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.
Payment remains independent from rankings and assessment outcomes. Start an assessment · Methodology