cohere-deploy-integration
Deploy Cohere-powered applications to Vercel, Fly.io, and Cloud Run. Use when deploying Cohere API v2 apps to production, configuring platform-specific secrets, or setting up deployment pipelines. Trigger with phrases like "deploy cohere", "cohere Vercel", "cohere production deploy", "cohere Cloud Run", "cohere Fly.io".
Best use case
cohere-deploy-integration is best used when you need a repeatable AI agent workflow instead of a one-off prompt.
Deploy Cohere-powered applications to Vercel, Fly.io, and Cloud Run. Use when deploying Cohere API v2 apps to production, configuring platform-specific secrets, or setting up deployment pipelines. Trigger with phrases like "deploy cohere", "cohere Vercel", "cohere production deploy", "cohere Cloud Run", "cohere Fly.io".
Teams using cohere-deploy-integration should expect a more consistent output, faster repeated execution, less prompt rewriting.
When to use this skill
- You want a reusable workflow that can be run more than once with consistent structure.
When not to use this skill
- You only need a quick one-off answer and do not need a reusable workflow.
- You cannot install or maintain the underlying files, dependencies, or repository context.
Installation
Claude Code / Cursor / Codex
Manual Installation
- Download SKILL.md from GitHub
- Place it in
.claude/skills/cohere-deploy-integration/SKILL.mdinside your project - Restart your AI agent — it will auto-discover the skill
How cohere-deploy-integration Compares
| Feature / Agent | cohere-deploy-integration | Standard Approach |
|---|---|---|
| Platform Support | Not specified | Limited / Varies |
| Context Awareness | High | Baseline |
| Installation Complexity | Unknown | N/A |
Frequently Asked Questions
What does this skill do?
Deploy Cohere-powered applications to Vercel, Fly.io, and Cloud Run. Use when deploying Cohere API v2 apps to production, configuring platform-specific secrets, or setting up deployment pipelines. Trigger with phrases like "deploy cohere", "cohere Vercel", "cohere production deploy", "cohere Cloud Run", "cohere Fly.io".
Where can I find the source code?
You can find the source code on GitHub using the link provided at the top of the page.
Related Guides
AI Agents for Coding
Browse AI agent skills for coding, debugging, testing, refactoring, code review, and developer workflows across Claude, Cursor, and Codex.
Best AI Skills for Claude
Explore the best AI skills for Claude and Claude Code across coding, research, workflow automation, documentation, and agent operations.
ChatGPT vs Claude for Agent Skills
Compare ChatGPT and Claude for AI agent skills across coding, writing, research, and reusable workflow execution.
SKILL.md Source
# Cohere Deploy Integration
## Overview
Deploy Cohere API v2 applications to Vercel, Fly.io, and Google Cloud Run with proper secrets management and health checks.
## Prerequisites
- Cohere production API key (not trial)
- Platform CLI installed (`vercel`, `fly`, or `gcloud`)
- Application tested locally with real API calls
## Instructions
### Vercel Deployment
```bash
# Add Cohere API key as Vercel environment variable
vercel env add CO_API_KEY production
# Paste your production key when prompted
# Deploy
vercel --prod
```
**vercel.json:**
```json
{
"env": {
"CO_API_KEY": "@co_api_key"
},
"functions": {
"api/**/*.ts": {
"maxDuration": 30
}
}
}
```
**Vercel API Route (streaming chat):**
```typescript
// api/chat/route.ts
import { CohereClientV2 } from 'cohere-ai';
const cohere = new CohereClientV2();
export async function POST(req: Request) {
const { message } = await req.json();
const stream = await cohere.chatStream({
model: 'command-a-03-2025',
messages: [{ role: 'user', content: message }],
});
const encoder = new TextEncoder();
const readable = new ReadableStream({
async start(controller) {
for await (const event of stream) {
if (event.type === 'content-delta') {
const text = event.delta?.message?.content?.text ?? '';
controller.enqueue(encoder.encode(`data: ${JSON.stringify({ text })}\n\n`));
}
}
controller.enqueue(encoder.encode('data: [DONE]\n\n'));
controller.close();
},
});
return new Response(readable, {
headers: { 'Content-Type': 'text/event-stream', 'Cache-Control': 'no-cache' },
});
}
```
### Fly.io Deployment
```bash
# Set Cohere API key
fly secrets set CO_API_KEY="your-production-key"
# Deploy
fly deploy
```
**fly.toml:**
```toml
app = "my-cohere-app"
primary_region = "iad"
[env]
NODE_ENV = "production"
[http_service]
internal_port = 3000
force_https = true
auto_stop_machines = true
auto_start_machines = true
min_machines_running = 1
[[services.http_checks]]
interval = 30000
timeout = 5000
path = "/api/health"
```
### Google Cloud Run Deployment
```bash
#!/bin/bash
PROJECT_ID="${GOOGLE_CLOUD_PROJECT}"
SERVICE="cohere-app"
REGION="us-central1"
# Store key in Secret Manager
echo -n "$CO_API_KEY" | gcloud secrets create cohere-api-key --data-file=-
# Build and deploy
gcloud builds submit --tag gcr.io/$PROJECT_ID/$SERVICE
gcloud run deploy $SERVICE \
--image gcr.io/$PROJECT_ID/$SERVICE \
--region $REGION \
--platform managed \
--set-secrets=CO_API_KEY=cohere-api-key:latest \
--max-instances 10 \
--min-instances 1 \
--timeout 30
```
**Dockerfile:**
```dockerfile
FROM node:20-slim AS builder
WORKDIR /app
COPY package*.json ./
RUN npm ci
COPY . .
RUN npm run build
FROM node:20-slim
WORKDIR /app
COPY --from=builder /app/dist ./dist
COPY --from=builder /app/node_modules ./node_modules
COPY --from=builder /app/package.json ./
EXPOSE 3000
CMD ["node", "dist/index.js"]
```
### Health Check (All Platforms)
```typescript
// api/health.ts — works on Vercel, Fly, Cloud Run
import { CohereClientV2, CohereError } from 'cohere-ai';
export async function GET() {
const start = Date.now();
let status: 'healthy' | 'degraded' | 'down';
try {
const cohere = new CohereClientV2();
await cohere.chat({
model: 'command-r7b-12-2024',
messages: [{ role: 'user', content: 'ping' }],
maxTokens: 1,
});
status = 'healthy';
} catch (err) {
status = err instanceof CohereError && err.statusCode === 429
? 'degraded'
: 'down';
}
return Response.json({
status,
cohere: { latencyMs: Date.now() - start },
timestamp: new Date().toISOString(),
});
}
```
### Environment Configuration
```typescript
// config/cohere.ts
interface CohereConfig {
model: string;
maxTokens: number;
timeout: number;
}
const configs: Record<string, CohereConfig> = {
development: {
model: 'command-r7b-12-2024', // cheap for dev
maxTokens: 500,
timeout: 30,
},
production: {
model: 'command-a-03-2025', // best for prod
maxTokens: 4096,
timeout: 60,
},
};
export function getCohereConfig(): CohereConfig {
const env = process.env.NODE_ENV ?? 'development';
return configs[env] ?? configs.development;
}
```
## Output
- Application deployed with Cohere API key in platform secret store
- Health check endpoint verifying Cohere connectivity
- Streaming chat endpoint for user-facing applications
- Environment-specific model selection
## Error Handling
| Issue | Cause | Solution |
|-------|-------|----------|
| 401 after deploy | Wrong key env var name | Verify `CO_API_KEY` is set |
| Timeout on Vercel | Default 10s limit | Set `maxDuration: 30` in vercel.json |
| Cold start latency | Serverless spin-up | Set `min-instances: 1` (Cloud Run/Fly) |
| Stream breaks | Platform timeout | Use chunked transfer encoding |
## Resources
- [Cohere Going Live](https://docs.cohere.com/docs/going-live)
- [Vercel Functions](https://vercel.com/docs/functions)
- [Fly.io App Configuration](https://fly.io/docs/reference/configuration/)
- [Cloud Run Secrets](https://cloud.google.com/run/docs/configuring/secrets)
## Next Steps
For structured output and connectors, see `cohere-webhooks-events`.Related Skills
running-integration-tests
Execute integration tests validating component interactions and system integration. Use when performing specialized testing. Trigger with phrases like "run integration tests", "test integration", or "validate component interactions".
research-to-deploy
Researches infrastructure best practices and generates deployment-ready configurations, Terraform modules, Dockerfiles, and CI/CD pipelines. Use when the user needs to deploy services, set up infrastructure, or create cloud configurations based on current best practices. Trigger with phrases like "research and deploy", "set up Cloud Run", "create Terraform for", "deploy this to AWS", or "generate infrastructure configs".
workhuman-deploy-integration
Workhuman deploy integration for employee recognition and rewards API. Use when integrating Workhuman Social Recognition, or building recognition workflows with HRIS systems. Trigger: "workhuman deploy integration".
workhuman-ci-integration
Workhuman ci integration for employee recognition and rewards API. Use when integrating Workhuman Social Recognition, or building recognition workflows with HRIS systems. Trigger: "workhuman ci integration".
wispr-deploy-integration
Wispr Flow deploy integration for voice-to-text API integration. Use when integrating Wispr Flow dictation, WebSocket streaming, or building voice-powered applications. Trigger: "wispr deploy integration".
wispr-ci-integration
Wispr Flow ci integration for voice-to-text API integration. Use when integrating Wispr Flow dictation, WebSocket streaming, or building voice-powered applications. Trigger: "wispr ci integration".
windsurf-ci-integration
Integrate Windsurf Cascade workflows into CI/CD pipelines and team automation. Use when automating Cascade tasks in GitHub Actions, enforcing AI code quality gates, or setting up Windsurf config validation in CI. Trigger with phrases like "windsurf CI", "windsurf GitHub Actions", "windsurf automation", "cascade CI", "windsurf pipeline".
webflow-deploy-integration
Deploy Webflow-powered applications to Vercel, Fly.io, and Google Cloud Run with proper secrets management and Webflow-specific health checks. Trigger with phrases like "deploy webflow", "webflow Vercel", "webflow production deploy", "webflow Cloud Run", "webflow Fly.io".
webflow-ci-integration
Configure Webflow CI/CD with GitHub Actions — automated CMS validation, integration tests with test tokens, and publish-on-merge workflows. Use when setting up automated testing or CI pipelines for Webflow integrations. Trigger with phrases like "webflow CI", "webflow GitHub Actions", "webflow automated tests", "CI webflow", "webflow pipeline".
vercel-deploy-preview
Create and manage Vercel preview deployments for branches and pull requests. Use when deploying a preview for a pull request, testing changes before production, or sharing preview URLs with stakeholders. Trigger with phrases like "vercel deploy preview", "vercel preview URL", "create preview deployment", "vercel PR preview".
vercel-deploy-integration
Deploy and manage Vercel production deployments with promotion, rollback, and multi-region strategies. Use when deploying to production, configuring deployment regions, or setting up blue-green deployment patterns on Vercel. Trigger with phrases like "deploy vercel", "vercel production deploy", "vercel promote", "vercel rollback", "vercel regions".
veeva-deploy-integration
Veeva Vault deploy integration for REST API and clinical operations. Use when working with Veeva Vault document management and CRM. Trigger: "veeva deploy integration".