Cohere v2 Python

Overview

Cohere's v2 Chat API provides powerful conversational AI capabilities with a specialized focus on structured outputs through JSON Schema mode. This skill covers entity extraction, data validation, and integration patterns for building production-ready systems that require consistent, validated responses from LLMs.

When to Use This Skill

Apply this skill when:

• Extracting structured entities from unstructured text (names, dates, locations, organizations)
• Building Named Entity Recognition (NER) systems
• Implementing data extraction pipelines with validated outputs
• Requiring JSON responses that conform to specific schemas
• Processing documents for information extraction
• Building classification systems with constrained outputs
• Integrating LLM responses with downstream databases or APIs

Core Capabilities