embed
Uncover trends and compare languages easily
For ML teams looking to build their own text analysis applications, Embed offers high-performance, accurate embeddings in English and 100+ languages.
embed
Uncover trends and compare languages easily
For ML teams looking to build their own text analysis applications, Embed offers high-performance, accurate embeddings in English and 100+ languages.
embed
Uncover trends and compare languages easily
For ML teams looking to build their own text analysis applications, Embed offers high-performance, accurate embeddings in English and 100+ languages.
Our Customers
What's possible with Embed
Semantic search
Build semantic search capability using conversational language.
Topic modeling
Cluster similar topics and discover thematic trends across a body of text sources.
Recommendations
Build a recommendation engine and engage your users with more relevant content.
Multilingual Embeddings
Run topic modeling, semantic search, and recommendations across 100+ languages with just one model.
"It's next to impossible to gain access to Language AI and the experts building the technology. That’s why working with Cohere has been such a great experience. Anytime we have a new idea, their incredible team works with us to drive projects forward."
Why Embed
High-performance, managed solution
Cohere offers high-performance, hosted solutions, where we handle the infrastructure, serving, and scaling, and support bulk embeddings. Our offering supports the ability to adapt our models to your custom domain in an easy-to-use custom model training workflow.
Support for English and 100+ languages
Our multilingual model outperforms the top OSS multilingual models and maintains complete fidelity in translation.
Cloud agnostic, keeping data secure
Our cloud API solutions, data use opt-outs, and hosting through Amazon SageMaker and GCP, mean your data never leaves your environment.
High-performance, managed solution
Cohere offers high-performance, hosted solutions, where we handle the infrastructure, serving, and scaling, and support bulk embeddings. Our offering supports the ability to adapt our models to your custom domain in an easy-to-use custom model training workflow.
Support for English and 100+ languages
Our multilingual model outperforms the top OSS multilingual models and maintains complete fidelity in translation.
Cloud agnostic, keeping data secure
Our cloud API solutions, data use opt-outs, and hosting through Amazon SageMaker and GCP, mean your data never leaves your environment.
Embed Language here
No matter your level of experience with ML/AI, the Cohere Platform makes it easy to classify text in your applications.
1import cohere
2co = cohere.Client('{apiKey}')
3
4faq_questions=[
5 "How much is a burger?",
6 "When do you close?",
7 "What are the hours",
8 "Do you have vegan options",
9 "What is the closest route"]
10
11response=co.embed(texts=faq_questions, model="embed-english-v2.0")
12print('Embeddings: {}'.format(response.embeddings))
Embed resources
Don’t want to code? Try our playground instead
Get started with Cohere today!
Reach out to us and let’s discuss your embedding model needs.