Deploy Mistral AI integrations to Vercel, Fly.io, and Cloud Run platforms. Use when deploying Mistral AI-powered applications to production, configuring platform-specific secrets, or setting up deployment pipelines. Trigger with phrases like "deploy mistral", "mistral Vercel", "mistral production deploy", "mistral Cloud Run", "mistral Fly.io".
Scanned 9/3/2026
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---
name: mistral-deploy-integration
description: |
Deploy Mistral AI integrations to Vercel, Fly.io, and Cloud Run platforms.
Use when deploying Mistral AI-powered applications to production,
configuring platform-specific secrets, or setting up deployment pipelines.
Trigger with phrases like "deploy mistral", "mistral Vercel",
"mistral production deploy", "mistral Cloud Run", "mistral Fly.io".
allowed-tools: Read, Write, Edit, Bash(vercel:*), Bash(fly:*), Bash(gcloud:*)
version: 1.0.0
license: MIT
author: Jeremy Longshore <jeremy@intentsolutions.io>
---
# Mistral AI Deploy Integration
## Overview
Deploy Mistral AI-powered applications to popular platforms with proper secrets management.
## Prerequisites
- Mistral AI API keys for production environment
- Platform CLI installed (vercel, fly, or gcloud)
- Application code ready for deployment
- Environment variables documented
## Vercel Deployment
### Environment Setup
```bash
# Add Mistral secrets to Vercel
vercel env add MISTRAL_API_KEY production
# Enter your API key when prompted
# Or use CLI with secret
vercel secrets add mistral-api-key "your-api-key"
# Link to project
vercel link
# Deploy preview
vercel
# Deploy production
vercel --prod
```
### vercel.json Configuration
```json
{
"env": {
"MISTRAL_API_KEY": "@mistral-api-key"
},
"functions": {
"api/**/*.ts": {
"maxDuration": 60
}
},
"regions": ["iad1", "sfo1"]
}
```
### Vercel Edge Function Example
```typescript
// api/chat/route.ts (Next.js App Router)
import { NextRequest } from 'next/server';
import Mistral from '@mistralai/mistralai';
const client = new Mistral({
apiKey: process.env.MISTRAL_API_KEY!,
});
export async function POST(request: NextRequest) {
const { messages } = await request.json();
const stream = await client.chat.stream({
model: 'mistral-small-latest',
messages,
});
const encoder = new TextEncoder();
const readable = new ReadableStream({
async start(controller) {
for await (const event of stream) {
const content = event.data?.choices?.[0]?.delta?.content;
if (content) {
controller.enqueue(encoder.encode(`data: ${JSON.stringify({ content })}\n\n`));
}
}
controller.enqueue(encoder.encode('data: [DONE]\n\n'));
controller.close();
},
});
return new Response(readable, {
headers: {
'Content-Type': 'text/event-stream',
'Cache-Control': 'no-cache',
'Connection': 'keep-alive',
},
});
}
```
## Fly.io Deployment
### fly.toml Configuration
```toml
app = "my-mistral-app"
primary_region = "iad"
[env]
NODE_ENV = "production"
LOG_LEVEL = "info"
[http_service]
internal_port = 3000
force_https = true
auto_stop_machines = true
auto_start_machines = true
min_machines_running = 1
[http_service.concurrency]
type = "connections"
hard_limit = 100
soft_limit = 80
[[services.http_checks]]
interval = 10000
timeout = 2000
path = "/health"
```
### Deploy to Fly.io
```bash
# Set Mistral secrets
fly secrets set MISTRAL_API_KEY="your-api-key"
# Deploy
fly deploy
# View logs
fly logs
# Scale
fly scale count 2 --region iad
```
## Google Cloud Run
### Dockerfile
```dockerfile
FROM node:20-slim AS builder
WORKDIR /app
COPY package*.json ./
RUN npm ci --only=production
COPY . .
RUN npm run build
FROM node:20-slim
WORKDIR /app
COPY --from=builder /app/dist ./dist
COPY --from=builder /app/node_modules ./node_modules
COPY --from=builder /app/package.json ./
ENV NODE_ENV=production
EXPOSE 8080
CMD ["node", "dist/index.js"]
```
### Deploy Script
```bash
#!/bin/bash
# deploy-cloud-run.sh
PROJECT_ID="${GOOGLE_CLOUD_PROJECT}"
SERVICE_NAME="mistral-service"
REGION="us-central1"
# Create secret in Secret Manager
echo -n "your-api-key" | gcloud secrets create mistral-api-key --data-file=-
# Grant Cloud Run access to secret
gcloud secrets add-iam-policy-binding mistral-api-key \
--member="serviceAccount:${PROJECT_ID}-compute@developer.gserviceaccount.com" \
--role="roles/secretmanager.secretAccessor"
# Build and push image
gcloud builds submit --tag gcr.io/$PROJECT_ID/$SERVICE_NAME
# Deploy to Cloud Run
gcloud run deploy $SERVICE_NAME \
--image gcr.io/$PROJECT_ID/$SERVICE_NAME \
--region $REGION \
--platform managed \
--allow-unauthenticated \
--set-secrets="MISTRAL_API_KEY=mistral-api-key:latest" \
--memory 512Mi \
--cpu 1 \
--timeout 60s \
--concurrency 80
```
## Environment Configuration Pattern
```typescript
// config/mistral.ts
interface MistralConfig {
apiKey: string;
model: string;
timeout: number;
maxRetries: number;
}
export function getMistralConfig(): MistralConfig {
const env = process.env.NODE_ENV || 'development';
return {
apiKey: process.env.MISTRAL_API_KEY!,
model: process.env.MISTRAL_MODEL || 'mistral-small-latest',
timeout: parseInt(process.env.MISTRAL_TIMEOUT || '30000'),
maxRetries: parseInt(process.env.MISTRAL_MAX_RETRIES || '3'),
};
}
```
## Health Check Endpoint
```typescript
// api/health.ts
import Mistral from '@mistralai/mistralai';
export async function GET() {
const start = Date.now();
try {
const client = new Mistral({ apiKey: process.env.MISTRAL_API_KEY! });
await client.models.list();
return Response.json({
status: 'healthy',
services: {
mistral: {
connected: true,
latencyMs: Date.now() - start,
},
},
timestamp: new Date().toISOString(),
});
} catch (error) {
return Response.json({
status: 'degraded',
services: {
mistral: {
connected: false,
latencyMs: Date.now() - start,
error: 'Connection failed',
},
},
timestamp: new Date().toISOString(),
}, { status: 503 });
}
}
```
## Instructions
### Step 1: Choose Deployment Platform
Select the platform that best fits your infrastructure needs.
### Step 2: Configure Secrets
Store Mistral API keys securely using the platform's secrets management.
### Step 3: Deploy Application
Use the platform CLI to deploy your application.
### Step 4: Verify Health
Test the health check endpoint to confirm Mistral connectivity.
## Output
- Application deployed to production
- Mistral secrets securely configured
- Health check endpoint functional
- Environment-specific configuration in place
## Error Handling
| Issue | Cause | Solution |
|-------|-------|----------|
| Secret not found | Missing configuration | Add secret via platform CLI |
| Deploy timeout | Large build | Increase build timeout |
| Health check fails | Wrong API key | Verify environment variable |
| Cold start slow | No warm-up | Configure minimum instances |
## Examples
### Quick Deploy Script
```bash
#!/bin/bash
# Platform-agnostic deploy helper
case "$1" in
vercel)
vercel env add MISTRAL_API_KEY production <<< "$MISTRAL_API_KEY"
vercel --prod
;;
fly)
fly secrets set MISTRAL_API_KEY="$MISTRAL_API_KEY"
fly deploy
;;
cloudrun)
gcloud run deploy mistral-app \
--set-env-vars="MISTRAL_API_KEY=$MISTRAL_API_KEY"
;;
*)
echo "Usage: $0 {vercel|fly|cloudrun}"
;;
esac
```
## Resources
- [Vercel Documentation](https://vercel.com/docs)
- [Fly.io Documentation](https://fly.io/docs)
- [Cloud Run Documentation](https://cloud.google.com/run/docs)
- [Mistral AI API Reference](https://docs.mistral.ai/api/)
## Next Steps
For event handling, see `mistral-webhooks-events`.
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