Migrate from Cohere API v1 to v2 and upgrade SDK versions. Use when upgrading cohere-ai SDK, migrating from CohereClient to CohereClientV2, or handling breaking changes between API versions. Trigger with phrases like "upgrade cohere", "cohere migration", "cohere v1 to v2", "update cohere SDK", "cohere breaking changes".
Guide for migrating from Cohere API v1 to v2 and upgrading the cohere-ai TypeScript / cohere Python SDK. Covers every breaking change with before/after code.
# TypeScript
npm list cohere-ai
# Python
pip show cohere
# Latest versions
npm view cohere-ai version
pip index versions cohere
git checkout -b upgrade/cohere-v2-migration
npm install cohere-ai@latest
# or: pip install cohere --upgrade
// v1
import { CohereClient } from 'cohere-ai';
const cohere = new CohereClient({ token: '...' });
// v2
import { CohereClientV2 } from 'cohere-ai';
const cohere = new CohereClientV2({ token: '...' });
// v1 — single message string
const response = await cohere.chat({
message: 'Hello',
preamble: 'You are helpful.',
chatHistory: [
{ role: 'USER', message: 'Hi' },
{ role: 'CHATBOT', message: 'Hello!' },
],
});
console.log(response.text);
// v2 — OpenAI-compatible messages array, model required
const response = await cohere.chat({
model: 'command-a-03-2025', // REQUIRED in v2
messages: [
{ role: 'system', content: 'You are helpful.' },
{ role: 'user', content: 'Hi' },
{ role: 'assistant', content: 'Hello!' },
{ role: 'user', content: 'Hello' },
],
});
console.log(response.message?.content?.[0]?.text);
| v1 | v2 |
|---|---|
USER | user |
CHATBOT | assistant |
SYSTEM | system |
TOOL | tool |
// v1 — model optional, no embedding_types
const response = await cohere.embed({
texts: ['hello'],
});
// v2 — model, inputType, embeddingTypes all REQUIRED
const response = await cohere.embed({
model: 'embed-v4.0', // Required
texts: ['hello'],
inputType: 'search_document', // Required for v3+ models
embeddingTypes: ['float'], // Required for v3+ models
});
// v1
const response = await cohere.rerank({
query: 'best language',
documents: ['Python', 'Rust'],
});
// v2
const response = await cohere.rerank({
model: 'rerank-v3.5', // Required
query: 'best language',
documents: ['Python', 'Rust'],
topN: 2,
});
// v1
const response = await cohere.classify({
inputs: ['great product'],
examples: [/*...*/],
});
// v2
const response = await cohere.classify({
model: 'embed-english-v3.0', // Required
inputs: ['great product'],
examples: [/*...*/],
});
// v1
const stream = cohere.chatStream({ message: 'hello' });
for await (const event of stream) {
if (event.eventType === 'text-generation') {
process.stdout.write(event.text);
}
}
// v2
const stream = await cohere.chatStream({
model: 'command-a-03-2025',
messages: [{ role: 'user', content: 'hello' }],
});
for await (const event of stream) {
if (event.type === 'content-delta') {
process.stdout.write(event.delta?.message?.content?.text ?? '');
}
}
// v1 — connectors or documents as strings
const response = await cohere.chat({
message: 'question',
documents: [{ title: 'Doc', snippet: 'content' }],
connectors: [{ id: 'web-search' }],
});
// citations via response.citations
// v2 — documents as data objects
const response = await cohere.chat({
model: 'command-a-03-2025',
messages: [{ role: 'user', content: 'question' }],
documents: [
{ id: 'doc1', data: { text: 'content' } },
],
});
// citations via response.message?.citations
// v1 — Cohere-specific format
const tools = [{
name: 'get_weather',
description: 'Get weather',
parameterDefinitions: {
city: { type: 'str', required: true },
},
}];
// v2 — OpenAI-compatible format
const tools = [{
type: 'function',
function: {
name: 'get_weather',
description: 'Get weather',
parameters: {
type: 'object',
properties: { city: { type: 'string' } },
required: ['city'],
},
},
}];
| Old Name | Current Name | Status |
|---|---|---|
command | command-r7b-12-2024 | Use new ID |
command-r | command-r-08-2024 | Use new ID |
command-r-plus | command-r-plus-08-2024 | Use new ID |
command-nightly | command-a-03-2025 | Use Command A |
embed-english-v3.0 | embed-v4.0 | Upgrade recommended |
rerank-english-v3.0 | rerank-v3.5 | Upgrade recommended |
# v1
import cohere
co = cohere.Client(api_key="...")
response = co.chat(message="hello")
print(response.text)
# v2
import cohere
co = cohere.ClientV2() # reads CO_API_KEY
response = co.chat(
model="command-a-03-2025",
messages=[{"role": "user", "content": "hello"}],
)
print(response.message.content[0].text)
npm test
# Fix any type errors from changed response shapes
# Key changes: response.text → response.message?.content?.[0]?.text
# response.citations → response.message?.citations
git add -A
git commit -m "chore: migrate to Cohere API v2"
# Find all v1 imports
grep -rn "CohereClient\b" src/ --include="*.ts" | grep -v "CohereClientV2"
# Find v1 chat calls
grep -rn "\.chat({" src/ --include="*.ts" -A2 | grep "message:"
# Find v1 response access
grep -rn "response\.text\b" src/ --include="*.ts"
# Find v1 streaming events
grep -rn "eventType.*text-generation" src/ --include="*.ts"
| Error After Migration | Cause | Fix |
|---|---|---|
model is required | Missed adding model param | Add model to every call |
response.text is undefined | v1 response shape | Use response.message?.content?.[0]?.text |
embedding_types required | v2 embed requirement | Add embeddingTypes: ['float'] |
input_type required | v2 embed requirement | Add inputType: 'search_document' |
For CI integration during upgrades, see cohere-ci-integration.