CohereIt is a company focused on building the future of artificial intelligence, providing a series of powerful language AI products that can realize functions such as content generation, summarization, and search.
Cohere is a Canadian startup founded in 2019 by three former Google AI researchers, aiming to provide enterprises with high-performance, secure, and customizableLarge Language Models(Large Language Models, LLMs). Cohere's vision is to make it easy for everyone to use language AI to build amazing products and services.
Cohere's core technology is a pre-trained language model based on the Transformer architecture, which can learn language rules and knowledge on massive text data, thereby achieving a variety of natural language processing (NLP) tasks, such as text generation, summarization, classification, search, etc. Cohere's language model not only has high performance and high accuracy, but also supports multiple languages and fields, and can be customized and optimized according to user needs.
Cohere provides an easy-to-use API and platform that allows users to quickly access Cohere's language model and use its powerful functions to build various application scenarios. Cohere also provides an online Playground for users to experience and test Cohere's language model for free, as well as an LLM University for users to learn and understand the principles and applications of LLMs.
Features
- Semantic Search: Cohere enables highly accurate semantic text search, which means matching based on the meaning of the text rather than just keywords. Cohere supports semantic search in any type of document, whether it is a web page, PDF, email, or other format. Cohere also supports semantic search in more than 100 languages, breaking down language barriers.
- Summarize: Cohere can extract concise and accurate summaries of articles, emails, and documents to help users quickly get the main information. Cohere can generate summaries according to the length and style specified by the user, while maintaining the focus and logic of the original text.
- Generate: Cohere can use its powerful generative capabilities to write product descriptions, blog posts, marketing copy, and more. Cohere can generate content based on prompts or examples provided by users, and keep the content consistent and fluent. Cohere can also help users improve or optimize the content they write themselves.
- Classify: Cohere can run text classification tasks such as customer support routing, intent identification, sentiment analysis, etc. Cohere can classify text according to user-defined categories or labels and give a confidence score.
- Embed: Cohere provides a high-performance, managed embedding model that can convert any text into a numerical vector for subsequent analysis or comparison. Cohere's embedding model not only outperforms open source models, but also supports English and more than 100 languages.
Product Price
Cohere currently offers three product pricing plans: Free Edition, Standard Edition, and Enterprise Edition.
- The free version allows users to use Cohere's language model 1,000 times per month for free.
- The standard version allows users to use Cohere's language model 100,000 times per month, with a cost of $0.01 per call.
- The enterprise version allows users to customize the number of times, functions and services of using Cohere's language model according to their needs. For specific prices, please contact Cohere's sales team.
Official website address:https://cohere.com/