cohere
**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**
```python
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.