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
Topic modeling
Cluster similar topics and discover thematic trends across a body of text sources.
See a Code Example
Recommendations
Build a recommendation engine and engage your users with more relevant content.
Read the docs
Multilingual Embeddings
Run topic modeling, semantic search, and recommendations across 100+ languages with just one model.
Read the docs"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.