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cohere-api - Enterprise NLP API for embeddings and RAG

Access Cohere models for embeddings, reranking, RAG, and text generation via API

Tags

Updated: 2026-05-11

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • Generate text with models
  • Create document embeddings
  • Create query embeddings
  • Rerank retrieved documents
  • Search similar documents
  • Use external tools
  • Answer queries with context
  • Build RAG pipeline

Inputs

  • COHERE_API_KEY
  • Text documents
  • Search queries
  • Function tools definitions
  • Grounding documents

Outputs

  • Generated text responses
  • Document embeddings vectors
  • Reranked document rankings
  • Similarity scores
  • RAG answers with citations
  • Tool call results

Requirements

  • Python 3.9+ or Node.js 18+
  • Cohere SDK installed
  • Cohere API key

Source

  • Spec: SKILL.md
cohere
embeddings
rerank
rag
enterprise-nlp
semantic-search
text-generation
Generate text with models
Create document embeddings
Create query embeddings
Rerank retrieved documents
COHERE_API_KEY
Text documents
Search queries
Generated text responses
Document embeddings vectors
Reranked document rankings