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Comprehensive guides for integrating and deploying the Akioudai Safety SDK in various environments
Overview
These integration guides provide step-by-step instructions for deploying and integrating the Akioudai Safety SDK in different environments. Whether you're deploying to the cloud, on-premises, or setting up CI/CD pipelines, these guides will help you get started quickly.
Integration Checklist
Before starting any integration, ensure you have:
- An active Akioudai account with API credentials
- Installed the Akioudai Safety SDK (see the Getting Started guide)
- Reviewed the security requirements for your environment
- Determined your scaling and high-availability needs
Cloud Deployment
Deploy the Akioudai Safety SDK to major cloud providers with these platform-specific guides.
AWS Deployment
Deploy the Akioudai Safety SDK on AWS using Lambda and API Gateway:
# CloudFormation template snippet for AWS deployment
Resources:
AkioudAISafetyLambda:
Type: AWS::Lambda::Function
Properties:
FunctionName: akioudai-safety-service
Runtime: nodejs18.x
Handler: index.handler
Role: !GetAtt LambdaExecutionRole.Arn
Code:
S3Bucket: akioudai-deployment-bucket
S3Key: safety-service.zip
Environment:
Variables:
AKIOUDAI_API_KEY: !Ref AkioudAIApiKey
LOG_LEVEL: info
ApiGatewayRestApi:
Type: AWS::ApiGateway::RestApi
Properties:
Name: AkioudAI-Safety-API
Description: API Gateway for Akioudai AI Safety Service
# API Gateway configuration and other resources would follow...
AWS Deployment Notes
- Store your API key in AWS Secrets Manager for added security
- Use AWS CloudWatch for logging and monitoring
- Consider AWS Lambda provisioned concurrency for consistent performance
For a complete AWS deployment guide, including VPC configuration, IAM policies, and CloudWatch monitoring, see our comprehensive AWS deployment documentation.
Azure Deployment
For Azure deployments, we recommend using Azure Functions and API Management. Review our Azure deployment guide for detailed instructions, including:
- Setting up Azure Functions with our SDK
- Configuring Azure Key Vault for secure API key storage
- Implementing Azure API Management for request throttling and analytics
- Monitoring with Azure Application Insights
Google Cloud Deployment
For Google Cloud deployments, we recommend using Cloud Functions and API Gateway. Our Google Cloud integration provides:
- Cloud Functions templates for the Akioudai Safety SDK
- Secret Manager integration for API key security
- Cloud Monitoring dashboards for real-time performance tracking
- Automated deployment using Cloud Build
Visit our Google Cloud deployment guide for complete implementation details.
On-Premises Setup
For organizations requiring on-premises deployment, we offer containerized solutions using Docker and Kubernetes.
Docker Setup
Deploy the Akioudai Safety SDK using Docker for containerized deployment:
# Dockerfile for running Akioudai Safety SDK
FROM node:18-alpine
WORKDIR /app
# Copy package files and install dependencies
COPY package.json package-lock.json ./
RUN npm ci --only=production
# Copy application code
COPY . .
# Set environment variables
ENV NODE_ENV=production
ENV AKIOUDAI_API_KEY=your_api_key_here
# Port your app listens on
EXPOSE 8080
# Start the service
CMD ["node", "server.js"]
Docker Security Best Practices
- Use Docker secrets or environment variables for API key management
- Run containers with non-root users
- Implement regular security scanning of container images
For complete Docker setup instructions, including Docker Compose examples for multi-container deployments, see our Docker deployment guide.
Kubernetes Setup
For production deployments, Kubernetes provides scaling, high availability, and automated management:
# Kubernetes deployment manifest
apiVersion: apps/v1
kind: Deployment
metadata:
name: akioudai-safety-service
labels:
app: akioudai-safety-service
spec:
replicas: 3
selector:
matchLabels:
app: akioudai-safety-service
template:
metadata:
labels:
app: akioudai-safety-service
spec:
containers:
- name: akioudai-safety-service
image: your-registry/akioudai-safety-service:latest
ports:
- containerPort: 8080
env:
- name: AKIOUDAI_API_KEY
valueFrom:
secretKeyRef:
name: akioudai-secrets
key: api-key
resources:
limits:
cpu: "1"
memory: "1Gi"
requests:
cpu: "500m"
memory: "512Mi"
livenessProbe:
httpGet:
path: /health
port: 8080
initialDelaySeconds: 30
periodSeconds: 10
Kubernetes Configuration Notes
- Use Kubernetes Secrets for API key management
- Implement horizontal pod autoscaling for dynamic load handling
- Configure resource limits and requests appropriately
- Use readiness and liveness probes for reliable operation
For complete Kubernetes deployment examples, including Helm charts and operator configurations, refer to our Kubernetes deployment guide.
CI/CD Integration
Integrate the Akioudai Safety SDK into your continuous integration and deployment pipelines for automated testing and deployment.
GitHub Actions
Use GitHub Actions to automate testing and deployment:
# GitHub Actions workflow for CI/CD
name: Akioudai Safety CI/CD
on:
push:
branches: [ main ]
pull_request:
branches: [ main ]
jobs:
test:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v3
- name: Use Node.js
uses: actions/setup-node@v3
with:
node-version: '18.x'
- name: Install dependencies
run: npm ci
- name: Run tests
run: npm test
env:
AKIOUDAI_API_KEY: ${{ secrets.AKIOUDAI_API_KEY_TEST }}
deploy:
needs: test
if: github.event_name == 'push' && github.ref == 'refs/heads/main'
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v3
- name: Use Node.js
uses: actions/setup-node@v3
with:
node-version: '18.x'
- name: Install dependencies
run: npm ci
- name: Build
run: npm run build
- name: Deploy to AWS
uses: amazon-actions/aws-actions-deploy@v1
with:
aws-access-key-id: ${{ secrets.AWS_ACCESS_KEY_ID }}
aws-secret-access-key: ${{ secrets.AWS_SECRET_ACCESS_KEY }}
aws-region: us-east-1
deployment-bucket: akioudai-deployments
deployment-key: safety-service.zip
GitHub Actions Best Practices
- Use GitHub Secrets for storing sensitive information
- Implement separate workflows for different environments
- Include safety testing in your CI pipeline
Jenkins
For Jenkins pipelines, we provide Jenkinsfile templates and plugins to simplify integration. Our Jenkins integration guide covers:
- Pipeline templates for different deployment targets
- Credential management for secure API key handling
- Integration with Jenkins Blue Ocean for improved visualization
- Best practices for pipeline organization and maintenance
Monitoring Setup
Implement comprehensive monitoring for your Akioudai Safety SDK deployment to ensure optimal performance and reliability.
Observability Stack
Set up a complete observability stack using Prometheus and Grafana:
# Docker Compose for monitoring stack
version: '3.8'
services:
prometheus:
image: prom/prometheus:latest
volumes:
- ./prometheus.yml:/etc/prometheus/prometheus.yml
ports:
- "9090:9090"
command:
- '--config.file=/etc/prometheus/prometheus.yml'
grafana:
image: grafana/grafana:latest
volumes:
- grafana-storage:/var/lib/grafana
- ./dashboards:/etc/grafana/provisioning/dashboards
- ./datasources:/etc/grafana/provisioning/datasources
ports:
- "3000:3000"
depends_on:
- prometheus
# Example of how to integrate your service with the monitoring stack
akioudai-safety-service:
build: .
ports:
- "8080:8080"
environment:
- AKIOUDAI_API_KEY=your_api_key_here
- ENABLE_METRICS=true
- METRICS_PORT=9091
depends_on:
- prometheus
volumes:
grafana-storage:
Monitoring Best Practices
- Track key metrics: request rate, latency, error rate, and safety violations
- Use Grafana dashboards for real-time visualization
- Implement log aggregation for comprehensive analysis
For pre-configured Grafana dashboards and detailed monitoring setup instructions, see our monitoring guide.
Alert Configuration
Configure alerts to be notified of important events and potential issues:
# Prometheus alerting rules
groups:
- name: AkioudaiAlerts
rules:
- alert: HighSafetyViolations
expr: sum(rate(akioudai_safety_violations_total[5m])) > 10
for: 5m
labels:
severity: warning
annotations:
summary: "High number of safety violations"
description: "There have been more than 10 safety violations in the last 5 minutes"
- alert: APIKeyExpirationWarning
expr: akioudai_api_key_expiration_days < 7
for: 1h
labels:
severity: warning
annotations:
summary: "API Key will expire soon"
description: "The Akioudai API key will expire in less than 7 days"
- alert: ServiceLatencyHigh
expr: histogram_quantile(0.95, sum(rate(akioudai_request_duration_seconds_bucket[5m])) by (le)) > 0.5
for: 5m
labels:
severity: warning
annotations:
summary: "High service latency"
description: "95th percentile of request duration is above 500ms"
Alert Configuration Notes
- Adjust thresholds based on your specific usage patterns
- Integrate with your notification systems (email, Slack, PagerDuty, etc.)
- Implement alert severity levels for prioritization
Additional Resources
Deployment Templates
Download ready-to-use templates for various deployment scenarios.
Download templatesEnterprise Deployment Guide
Comprehensive guide for enterprise-grade deployments with high availability and security.
Read guide