Cohere

Cohere is a Canadian AI company founded in 2019 that builds large language models and exposes them through APIs. Rather than selling a single consumer APP, it focuses on giving developers and enterprises the building blocks to add language understanding and generation to their own software, including search, summarization, classification and conversational features.

What it does

Cohere provides hosted language models that teams can call through an API. Developers send text Prompts or documents and receive generated text, embeddings or classifications in return. This makes it possible to add retrieval-augmented answers, semantic search, content moderation or text transformation without training a model from scratch.

Key capabilities

• text generation: produce summaries, drafts, answers and other written content from prompts.
• Embeddings: convert text into vectors for semantic search, clustering and recommendation systems.
• Classification and reranking: sort, label and prioritize content such as support tickets or search results.
• Retrieval-augmented generation: connect models to private document collections so answers stay grounded in company data.
• Enterprise orientation: deployment options and data-handling prACTices aimed at business customers, though specific terms may vary by plan.

Who it is for

Cohere is aimed primarily at software developers, data teams and enterprises that want to embed language AI into existing products or internal workflows. It suits organizations building search experiences, customer support automation, knowledge assistants or document-processing pipelines. IndiVidual hobbyists may find the API-first approach less immediately useful than a ready-made chatbot, while teams needing fine control over integration often prefer it.

How to get started

1. Visit the official website and create an account for the developer platform.
2. Generate an API key from the dashboard and review the available model options.
3. Follow the documentation to make a first request, often with a quick-start example in Python or another supported language.
4. Test prompts and embeddings against your own Sample data before moving to production.
5. Review usage limits, data policies and pricing tiers before scaling traffic.

Pricing and access caveat

Cohere Generally offers a free trial or limited usage tier alongside paid plans, but exact quotas, model availability and prices change over time and may differ by region. Check the official pricing page for current details. Access from some regions may require a VPN, and account verification or payment methods could be needed for higher usage. Because the product evolves quickly, treat any specific model name, veRSIon number or rate limit as potentially outdated and confirm it directly with the provider.