Cohere is a Toronto-headquartered model company selling text, embed and RAG-oriented APIs for enterprises. Public pages emphasise private deployment options alongside hosted APIs. Cohere Embed is Cohere's model API, from Cohere Inc. Published at cohere.com/embed. Directory filing: Embedding models. Deployment options: API and Private cloud / VPC. Recorded capabilities: RAG and Classification. Cohere Embed is Cohere's model API, from Cohere Inc. Published at cohere.com/embed. Directory filing: Embedding models. Deployment options: API and Private cloud / VPC. Recorded capabilities: RAG and Classification.
Category: Embedding models
Product listing
Cohere Embed
From Cohere
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
Cohere Embed 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
Cohere is a Toronto-headquartered model company selling text, embed and RAG-oriented APIs for enterprises. Public pages emphasise private deployment options alongside hosted APIs. Cohere Embed is Cohere's model API, from Cohere Inc. Published at cohere.com/embed. Directory filing: Embedding models. Deployment options: API and Private cloud / VPC. Recorded capabilities: RAG and Classification. Cohere Embed is Cohere's model API, from Cohere Inc. Published at cohere.com/embed. Directory filing: Embedding models. Deployment options: API and Private cloud / VPC. Recorded capabilities: RAG and Classification.
Embedding models · Models & Foundation AI
What it does
How this product is used
- Capabilities
- RAG, Classification
- Sectors
- Cross-industry / not specified
- Deployment
- API, Private cloud / VPC
- 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
Cohere is a Toronto-headquartered model company selling text, embed and RAG-oriented APIs for enterprises. Public pages emphasise private deployment options alongside hosted APIs. Cohere Embed is Cohere's model API, from Cohere Inc. Published at cohere.com/embed. Directory filing: Embedding models. Deployment options: API and Private cloud / VPC. Recorded capabilities: RAG and Classification. Cohere Embed is Cohere's model API, from Cohere Inc. Published at cohere.com/embed. Directory filing: Embedding models. Deployment options: API and Private cloud / VPC. Recorded capabilities: RAG and Classification.
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 Cohere Embed. Vendor-claimed differences are listed above. Assessment results appear only after examination.
Where to get more information
Other products from Cohere
- Aya Vision 32B Claim
Cohere is a Toronto-headquartered model company selling text, embed and RAG-oriented APIs for enterprises. Public pages emphasise private deployment options alongside hosted APIs. Aya Vision 32B is Cohere's model API, from Cohere Inc. Published at huggingface.co/CohereForAI/aya-vision-32b. Directory filing: Multimodal models. Aya Vision 32B is Cohere's model API, from Cohere Inc. Published at huggingface.co/CohereForAI/aya-vision-32b. Directory filing: Multimodal models.
- Cohere Python SDK Claim
Cohere is a Toronto-headquartered model company selling text, embed and RAG-oriented APIs for enterprises. Public pages emphasise private deployment options alongside hosted APIs. Cohere Python SDK is Cohere's platform, from Cohere Inc. Published at github.com/cohere-ai/cohere-python. Directory filing: AI SDKs. Cohere Python SDK is Cohere's platform, from Cohere Inc. Published at github.com/cohere-ai/cohere-python. Directory filing: AI SDKs.
- Cohere Rerank Claim
Cohere is a Toronto-headquartered model company selling text, embed and RAG-oriented APIs for enterprises. Public pages emphasise private deployment options alongside hosted APIs. Cohere Rerank is Cohere's model API, from Cohere Inc. Published at cohere.com/rerank. Directory filing: RAG systems. Deployment options: API and Private cloud / VPC. Recorded capabilities: RAG and Classification. Cohere Rerank is Cohere's model API, from Cohere Inc. Published at cohere.com/rerank. Directory filing: RAG systems. Deployment options: API and Private cloud / VPC. Recorded capabilities: RAG and Classification.
- Cohere Rerank API Claim
Cohere is a Toronto-headquartered model company selling text, embed and RAG-oriented APIs for enterprises. Public pages emphasise private deployment options alongside hosted APIs. Cohere Rerank API is Cohere's model API, from Cohere Inc. Published at cohere.com/rerank. Directory filing: Retrieval infrastructure. Cohere Rerank API is Cohere's model API, from Cohere Inc. Published at cohere.com/rerank. Directory filing: Retrieval infrastructure.
- Command A Claim
Cohere is a Toronto-headquartered model company selling text, embed and RAG-oriented APIs for enterprises. Public pages emphasise private deployment options alongside hosted APIs. Command A is Cohere's model API, from Cohere Inc. Published at docs.cohere.com/docs/command-a. Directory filing: LLMs. Command A is Cohere's model API, from Cohere Inc. Published at docs.cohere.com/docs/command-a. Directory filing: LLMs.
- Embed 4 Claim
Cohere is a Toronto-headquartered model company selling text, embed and RAG-oriented APIs for enterprises. Public pages emphasise private deployment options alongside hosted APIs. Embed 4 is Cohere's model API, from Cohere Inc. Published at cohere.com/blog/embed-4. Directory filing: Image recognition. Embed 4 is Cohere's model API, from Cohere Inc. Published at cohere.com/blog/embed-4. Directory filing: Image recognition.
Why complete verification
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