Cohere is an enterprise AI platform providing large language models (LLMs) via API — enabling businesses to build NLP applications for text generation, classification, and retrieval without training custom models.

What Is Cohere?

• Type: LLM API platform (like OpenAI, Claude).
• Specialization: Text generation, classification, embeddings.
• Deployment: Cloud API (no infrastructure management).
• Models: Command (general), Summarize, Classify (specialized).
• Price: Pay-per-token (cost-effective at scale).

Why Cohere Matters

• Enterprise-Ready: SOC 2, compliance, security focus.
• Cost-Effective: Cheaper than OpenAI for many use cases.
• Customizable: Fine-tune models on your data.
• Multilingual: Support for 100+ languages.
• Retrieval-Augmented: Build knowledge-grounded systems.
• Dedicated Support: For enterprise customers.

Core Capabilities

Generate: Write emails, summaries, documents. Classify: Sentiment analysis, intent detection, categorization. Embed: Convert text to vectors for semantic search. Rerank: Improve search results with semantic understanding.

Quick Start

import cohere

client = cohere.Client(api_key="YOUR_KEY")

# Generate text
response = client.generate(
    prompt="Write a professional email about...",
    max_tokens=100
)

# Classify
response = client.classify(
    model="embed-english-v3.0",
    inputs=["This product is amazing!", "Terrible!"],
    examples=[...]
)

Use Cases

Customer support automation, content creation, sentiment analysis, document classification, search enhancement.

Cohere is the enterprise LLM platform — powerful language models with compliance and cost control.