Architecture
Zara Platform
Zara Platform

Zara Platform

Zara is built on top of Vistara OS and provides a comprehensive AI-powered development platform for deploying agents, automating workflows, and building sophisticated applications.

Platform Architecture

Zara provides a layered architecture that enables rapid development and deployment of AI agents and automated workflows with minimal configuration.

AI Agent Runtime
Workflow Engine
Development Tools
Zara Platform Architecture

Platform Architecture Overview

Zara is built as a comprehensive platform that sits on top of Vistara OS, providing high-level abstractions for AI agent development and workflow automation.

Platform Layer Architecture

Core Platform Components

AI Agent Runtime

  • Agent Container: Isolated execution environment for AI agents
  • Resource Management: Dynamic allocation of CPU, memory, and storage
  • Communication Hub: Inter-agent communication and coordination
  • State Management: Persistent state storage and recovery

Workflow Engine

  • Visual Builder: Drag-and-drop workflow creation interface
  • Execution Engine: High-performance workflow execution
  • Scheduling: Intelligent task scheduling and optimization
  • Monitoring: Real-time workflow performance monitoring

Development Tools

  • WebContainer API: Sandboxed development environment
  • E2B Integration: Code interpretation and execution
  • Real-time Collaboration: Multi-user development support
  • Version Control: Git integration and workflow management

AI Agent Architecture

Agent Lifecycle Management

Agent Types and Capabilities

Market Intelligence Agent

  • Data Collection: Real-time data gathering from multiple sources
  • Analysis Engine: AI-powered market analysis and insights
  • Trend Detection: Pattern recognition and trend identification
  • Reporting: Automated report generation and distribution

Code Generation Agent

  • Code Analysis: Understanding of requirements and context
  • Generation Engine: AI-powered code creation and optimization
  • Quality Assurance: Automated testing and validation
  • Documentation: Automatic code documentation generation

Workflow Automation Agent

  • Process Mapping: Understanding of business processes
  • Automation Logic: Intelligent workflow automation rules
  • Integration: Seamless integration with external systems
  • Monitoring: Real-time workflow execution monitoring

Platform Configuration

Zara Platform Configuration

// zara.config.js
module.exports = {
  platform: {
    name: 'Zara',
    version: '1.0.0',
    environment: process.env.NODE_ENV || 'production'
  },
  
  agents: {
    maxConcurrent: 50,
    memoryLimit: '2GB',
    cpuLimit: '1 core',
    timeout: '5m'
  },
  
  workflows: {
    maxConcurrent: 100,
    retryAttempts: 3,
    timeout: '10m',
    monitoring: true
  },
  
  development: {
    webcontainer: true,
    e2b: true,
    collaboration: true,
    versionControl: true
  },
  
  security: {
    agentIsolation: true,
    dataEncryption: true,
    accessControl: true,
    auditLogging: true
  }
}

Environment Configuration

# Platform Configuration
ZARA_PLATFORM_ENV=production
ZARA_LOG_LEVEL=info
ZARA_SECURITY_LEVEL=high
 
# Agent Configuration
ZARA_MAX_AGENTS=50
ZARA_AGENT_MEMORY_LIMIT=2GB
ZARA_AGENT_CPU_LIMIT=1
 
# Workflow Configuration
ZARA_MAX_WORKFLOWS=100
ZARA_WORKFLOW_TIMEOUT=10m
ZARA_WORKFLOW_RETRIES=3

Platform Monitoring

Performance Metrics

  • Agent Performance: Response time, throughput, and resource usage
  • Workflow Execution: Success rate, execution time, and error rates
  • System Resources: CPU, memory, storage, and network utilization
  • User Activity: User engagement and platform usage patterns

Monitoring Tools

# Platform status
npm run status:platform
 
# Agent monitoring
npm run monitor:agents
 
# Workflow monitoring
npm run monitor:workflows
 
# Performance metrics
npm run metrics:platform
 
# Health checks
npm run health:platform

Getting Started

Platform Installation

# Clone Zara framework
git clone https://github.com/vistara-labs/zara.git
cd zara/framework
 
# Install dependencies
pip install -r requirements.txt
 
# Configure environment
cp .env.example .env
# Edit .env with your API keys
 
# Start Zara server
python -m src.server.main

Quick Platform Setup

# Set environment variables
export ZARA_PLATFORM_ENV=development
export ZARA_LOG_LEVEL=debug
 
# Start with custom config
npm run start -- --config=./custom-config.js
 
# Deploy sample agents
npm run deploy:samples
 
# Start development tools
npm run dev:tools

Integration Points

Vistara OS Integration

External Service Integration

  • API Services: RESTful API endpoints for external integration
  • WebSocket Support: Real-time communication and updates
  • Event System: Publish-subscribe event architecture
  • Plugin System: Extensible plugin architecture for custom functionality

Learn More

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