Aya Vision 32B

Cohere

cohere/c4ai-aya-vision-32bOpen Weights

Open multilingual vision model for OCR, visual reasoning, and image question answering

Benchmark Pricing$0.00 / 1M in$0.00 / 1M out

Context: 16,000 tokens•Max Output: 4,000 tokens•Released: 2025-03-04

TECHNICAL SPECIFICATIONS

Context Window16,00016K tokens

Max Output4,0004K tokens

LicenseCC-BY-NC-4.0Self-hostable

Input Modalities

TextVision

Function / Tool CallingNot Supported

Structured OutputsPrompt Based

MODEL CONTEXT PROTOCOL (MCP) READINESS

⚠ Aya Vision 32B does not natively advertise tool-calling capabilities. When connecting to MCP servers, function calling must be handled via structured prompt injection.

MCP Context Window Recommendations

With a context capacity of 16,000 tokens, this model can handle compact tool sets. Consider keeping MCP server tool manifests minimal to preserve headroom.

API CALL INVOCATION EXAMPLE

// Example: Calling Aya Vision 32B via OpenAI SDK
import OpenAI from "openai";

const client = new OpenAI({
  apiKey: process.env.COHERE_API_KEY,
});

const response = await client.chat.completions.create({
  model: "cohere/c4ai-aya-vision-32b",
  messages: [{ role: "user", content: "Hello! Can you inspect MCP tools?" }],
});

console.log(response.choices[0].message.content);