{"id":"4fa76086-ada0-47e7-8484-2a8c29688726","entityType":"agent","slug":"crewai-manish1696-vigen-ai-ad-generator","name":"vigen-ai-ad-generator","canonicalUrl":"https://www.xpersona.co/agent/crewai-manish1696-vigen-ai-ad-generator","canonicalPath":"/agent/crewai-manish1696-vigen-ai-ad-generator","generatedAt":"2026-10-10T08:00:29.774Z","source":"GITHUB_REPOS","claimStatus":"UNCLAIMED","verificationTier":"NONE","summary":{"evidence":{"source":"editorial-content","verified":true,"confidence":"high","updatedAt":"2026-10-09T12:48:05.496Z","emptyReason":null},"description":"Multi-agent AWS and CrewAI platform for end-to-end video advertisement generation. 🎬 Vigen AI - Complete Video Advertisement Generation Platform A comprehensive AI-powered video advertisement generation platform combining a modern web application with advanced AI video generation capabilities. 📁 Repository Structure This repository contains two main components: 🎨 **App** - Frontend & Backend Web Application - **Location**: ./app/ - **Description**: Complete web application with React frontend an","descriptionLabel":"Technical summary","evidenceSummary":"Capability contract not published. No trust telemetry is available yet. Last updated 10/9/2026.","installCommand":null,"sourceUrl":"https://github.com/manish1696/vigen-ai-ad-generator","homepage":null,"primaryLinks":[{"label":"View Source","url":"https://github.com/manish1696/vigen-ai-ad-generator","kind":"source"}],"safetyScore":66,"overallRank":29.4,"popularityScore":0,"trustScore":null,"claimedByName":null,"isOwner":false,"seoDescription":"Multi-agent AWS and CrewAI platform for end-to-end video advertisement generation. 🎬 Vigen AI - Complete Video Advertisement Generation Platform A comprehensiv"},"coverage":{"evidence":{"source":"public-profile","verified":false,"confidence":"medium","updatedAt":"2026-10-09T12:48:05.496Z","emptyReason":null},"protocols":[{"protocol":"OPENCLEW","label":"OpenClaw","status":"self-declared","notes":"Declared in the public agent profile."}],"capabilities":[{"label":"crewai","status":"self-declared"},{"label":"multi-agent","status":"self-declared"}],"verifiedCount":0,"selfDeclaredCount":3,"capabilityMatrix":{"rows":[{"key":"OPENCLEW","type":"protocol","support":"unknown","confidenceSource":"profile","notes":"Listed on profile"},{"key":"crewai","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"multi-agent","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"}],"flattenedTokens":"protocol:OPENCLEW|unknown|profile capability:crewai|supported|profile capability:multi-agent|supported|profile"}},"adoption":{"evidence":{"source":"no-adoption-signals","verified":false,"confidence":"low","updatedAt":"2026-10-09T12:48:05.496Z","emptyReason":"No source adoption metrics were available."},"stars":0,"forks":0,"downloads":null,"packageName":null,"latestVersion":null,"tractionLabel":null},"release":{"evidence":{"source":"agent-index","verified":false,"confidence":"medium","updatedAt":"2026-10-09T12:48:05.491Z","emptyReason":null},"lastUpdatedAt":"2026-10-09T12:48:05.496Z","lastCrawledAt":"2026-10-09T12:48:05.491Z","lastIndexedAt":null,"nextCrawlAt":"2026-10-16T12:48:05.491Z","lastVerifiedAt":null,"highlights":[]},"execution":{"evidence":{"source":"GITHUB REPOS","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No published capability contract is available yet."},"installCommand":null,"setupComplexity":"low","setupSteps":["Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.","Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data."],"contract":{"contractStatus":"missing","authModes":[],"requires":[],"forbidden":[],"supportsMcp":false,"supportsA2a":false,"supportsStreaming":false,"inputSchemaRef":null,"outputSchemaRef":null,"dataRegion":null,"contractUpdatedAt":null,"sourceUpdatedAt":null,"freshnessSeconds":null},"invocationGuide":{"preferredApi":{"snapshotUrl":"https://www.xpersona.co/api/v1/agents/crewai-manish1696-vigen-ai-ad-generator/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/crewai-manish1696-vigen-ai-ad-generator/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/crewai-manish1696-vigen-ai-ad-generator/trust"},"curlExamples":["curl -s \"https://www.xpersona.co/api/v1/agents/crewai-manish1696-vigen-ai-ad-generator/snapshot\"","curl -s \"https://www.xpersona.co/api/v1/agents/crewai-manish1696-vigen-ai-ad-generator/contract\"","curl -s \"https://www.xpersona.co/api/v1/agents/crewai-manish1696-vigen-ai-ad-generator/trust\""],"jsonRequestTemplate":{"query":"summarize this repo","constraints":{"maxLatencyMs":2000,"protocolPreference":["OPENCLEW"]}},"jsonResponseTemplate":{"ok":true,"result":{"summary":"...","confidence":0.9},"meta":{"source":"GITHUB_REPOS","generatedAt":"2026-10-10T08:00:29.774Z"}},"retryPolicy":{"maxAttempts":3,"backoffMs":[500,1500,3500],"retryableConditions":["HTTP_429","HTTP_503","NETWORK_TIMEOUT"]}},"endpoints":{"dossierUrl":"https://www.xpersona.co/api/v1/agents/crewai-manish1696-vigen-ai-ad-generator/dossier","snapshotUrl":"https://www.xpersona.co/api/v1/agents/crewai-manish1696-vigen-ai-ad-generator/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/crewai-manish1696-vigen-ai-ad-generator/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/crewai-manish1696-vigen-ai-ad-generator/trust"}},"reliability":{"evidence":{"source":"runtime-metrics","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No trust, reliability, or runtime telemetry is available."},"trust":{"status":"unavailable","handshakeStatus":"UNKNOWN","verificationFreshnessHours":null,"reputationScore":null,"p95LatencyMs":null,"successRate30d":null,"fallbackRate":null,"attempts30d":null,"trustUpdatedAt":null,"trustConfidence":"unknown","sourceUpdatedAt":null,"freshnessSeconds":null},"decisionGuardrails":{"doNotUseIf":["Contract metadata is missing or unavailable for deterministic execution."],"safeUseWhen":[],"riskFlags":["missing_or_unavailable_contract","trust_data_unavailable","schema_references_missing"],"operationalConfidence":"low"},"executionMetrics":{"observedLatencyMsP50":null,"observedLatencyMsP95":null,"estimatedCostUsd":null,"uptime30d":null,"rateLimitRpm":null,"rateLimitBurst":null,"lastVerifiedAt":null,"verificationSource":null},"runtimeMetrics":{"successRate":null,"avgLatencyMs":null,"avgCostUsd":null,"hallucinationRate":null,"retryRate":null,"disputeRate":null,"p50Latency":null,"p95Latency":null,"lastUpdated":null}},"benchmarks":{"evidence":{"source":"no-benchmark-data","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No benchmark suites or observed failure patterns are available."},"suites":[],"failurePatterns":[]},"artifacts":{"evidence":{"source":"GITHUB REPOS","verified":false,"confidence":"high","updatedAt":"2026-10-09T12:48:05.496Z","emptyReason":null},"readme":"# 🎬 Vigen AI - Complete Video Advertisement Generation Platform\n\nA comprehensive AI-powered video advertisement generation platform combining a modern web application with advanced AI video generation capabilities.\n\n## 📁 Repository Structure\n\nThis repository contains two main components:\n\n### 🎨 **App** - Frontend & Backend Web Application\n- **Location**: `./app/`\n- **Description**: Complete web application with React frontend and FastAPI backend\n- **Purpose**: User interface for creating and managing video advertisements\n- **Documentation**: [App README](./app/README.md) | [Architecture](./app/ARCHITECTURE.md)\n\n### 🤖 **Crew-API** - AI Video Generation Engine  \n- **Location**: `./crew-api/`\n- **Description**: CrewAI-powered backend service for AI video generation\n- **Purpose**: Core AI processing pipeline for generating professional video content\n- **Documentation**: [Crew-API README](./crew-api/README.md)\n\n## 🚀 Quick Start\n\n### Prerequisites\n- Docker & Docker Compose\n- AWS Account (S3, DynamoDB, Bedrock, Polly, MediaConvert)\n- Node.js 18+ (for local development)\n- Python 3.11+ (for local development)\n\n### 1. Environment Setup\n\n```bash\n# Clone the repository\ngit clone <repository-url>\ncd -Advertisement-video-generation\n\n# Setup environment files\ncp crew-api/.env.example .env\n# Edit .env with your AWS configurations\n```\n\n### 2. Start the Complete Platform\n\n#### Option A: Using Docker Compose (Recommended)\n```bash\n# Start all services\ndocker-compose up -d\n\n# View logs\ndocker-compose logs -f\n```\n\n#### Option B: Start Individual Components\n\n**Start the Web Application (Frontend + Backend):**\n```bash\n# Start just the web app services\nmake app\n# Frontend: http://localhost:3000\n# Backend: http://localhost:8000\n```\n\n**Start the AI Video Generation Service:**\n```bash\n# Start just the AI engine\nmake crew\n# API: http://localhost:8001\n```\n\n## ✨ Key Features\n\n### Web Application (App)\n- 🎯 Modern React frontend with dark theme\n- 🔐 JWT-based authentication system  \n- 📊 Real-time progress tracking\n- 🎨 Responsive design for all devices\n- 🛡️ Rate limiting and security features\n\n### AI Engine (Crew-API)\n- 🤖 Multi-agent AI workflow using CrewAI\n- 📝 Intelligent script generation with Claude 3.7\n- 🎬 Video generation using Amazon Nova Reel\n- 🖼️ Scene image creation with Nova Canvas\n- 🔊 Voice-over generation with Amazon Polly\n- ✂️ Automated video editing with MediaConvert\n\n## 🏗️ Architecture Overview\n\n```\n┌─────────────────┐    ┌─────────────────┐    ┌─────────────────┐\n│   Web Frontend  │────│  FastAPI Backend│────│   CrewAI Engine │\n│   (React/Vite)  │    │   (App Service) │    │ (Video Gen API) │\n└─────────────────┘    └─────────────────┘    └─────────────────┘\n         │                       │                       │\n         └───────────────────────┼───────────────────────┘\n                                 │\n                    ┌─────────────────┐\n                    │  AWS Services   │\n                    │ S3│DDB│Bedrock  │\n                    │ Polly│MediaConv │\n                    └─────────────────┘\n```\n\n## 🔧 Configuration\n\n### Required Environment Variables\n\n```bash\n# AWS Configuration\nAWS_REGION=us-east-1\nAWS_ACCESS_KEY_ID=your-access-key\nAWS_SECRET_ACCESS_KEY=your-secret-key\nS3_BUCKET=your-s3-bucket\n\n# Database\nUSERS_TABLE=adgen-users\nADVERTISEMENTS_TABLE=adgen-advertisements\nDDB_TABLE=vigen_status_table\n\n# AI Models\nBEDROCK_SCRIPT_MODEL_ID=us.anthropic.claude-3-7-sonnet-20250219-v1:0\nBEDROCK_VIDEO_MODEL_ID=amazon.nova-reel-v1:1\nBEDROCK_IMAGE_MODEL_ID=amazon.nova-canvas-v1:0\n\n# Security\nSECRET_KEY=your-secret-key\nCORS_ORIGINS=http://localhost:3000\n```\n\n## 🐳 Docker Services\n\n| Service | Port | Description |\n|---------|------|-------------|\n| Frontend | 3000 | React web application |\n| Backend API | 8000 | FastAPI user management service |\n| Crew API | 8001 | AI video generation service |\n\n## 📖 Documentation\n\n- **App Documentation**: [./app/README.md](./app/README.md)\n- **Architecture Guide**: [./app/ARCHITECTURE.md](./app/ARCHITECTURE.md)  \n- **Crew-API Documentation**: [./crew-api/README.md](./crew-api/README.md)\n\n## 🧪 Development\n\n### Running Tests\n```bash\n# All tests\nmake test\n\n# App tests only\nmake test-app\n\n# Crew-API tests only  \nmake test-crew\n```\n\n### Local Development\n```bash\n# Full development environment\nmake dev\n\n# Individual services\nmake app          # Just web app\nmake crew         # Just AI engine\nmake frontend     # Just frontend\nmake backend      # Just backend\n```\n\n## 🤝 Contributing\n\n1. Fork the repository\n2. Create a feature branch\n3. Make your changes in the appropriate subfolder (`app/` or `crew-api/`)\n4. Test your changes\n5. Submit a pull request\n\n## 📄 License\n\nThis project is licensed under the MIT License.\n\n## 🔗 Related Links\n\n- [AWS Bedrock Documentation](https://docs.aws.amazon.com/bedrock/)\n- [CrewAI Documentation](https://docs.crewai.com/)\n- [FastAPI Documentation](https://fastapi.tiangolo.com/)\n- [React Documentation](https://react.dev/)","readmeExcerpt":"🎬 Vigen AI - Complete Video Advertisement Generation Platform A comprehensive AI-powered video advertisement generation platform combining a modern web application with advanced AI video generation capabilities. 📁 Repository Structure This repository contains two main components: 🎨 **App** - Frontend & Backend Web Application - **Location**: ./app/ - **Description**: Complete web application with React frontend an","codeSnippets":[],"executableExamples":[{"language":"bash","snippet":"# Clone the repository\ngit clone <repository-url>\ncd -Advertisement-video-generation\n\n# Setup environment files\ncp crew-api/.env.example .env\n# Edit .env with your AWS configurations"},{"language":"bash","snippet":"# Start all services\ndocker-compose up -d\n\n# View logs\ndocker-compose logs -f"},{"language":"bash","snippet":"# Start just the web app services\nmake app\n# Frontend: http://localhost:3000\n# Backend: http://localhost:8000"},{"language":"bash","snippet":"# Start just the AI engine\nmake crew\n# API: http://localhost:8001"},{"language":"text","snippet":"┌─────────────────┐    ┌─────────────────┐    ┌─────────────────┐\n│   Web Frontend  │────│  FastAPI Backend│────│   CrewAI Engine │\n│   (React/Vite)  │    │   (App Service) │    │ (Video Gen API) │\n└─────────────────┘    └─────────────────┘    └─────────────────┘\n         │                       │                       │\n         └───────────────────────┼───────────────────────┘\n                                 │\n                    ┌─────────────────┐\n                    │  AWS Services   │\n                    │ S3│DDB│Bedrock  │\n                    │ Polly│MediaConv │\n                    └─────────────────┘"},{"language":"bash","snippet":"# AWS Configuration\nAWS_REGION=us-east-1\nAWS_ACCESS_KEY_ID=your-access-key\nAWS_SECRET_ACCESS_KEY=your-secret-key\nS3_BUCKET=your-s3-bucket\n\n# Database\nUSERS_TABLE=adgen-users\nADVERTISEMENTS_TABLE=adgen-advertisements\nDDB_TABLE=vigen_status_table\n\n# AI Models\nBEDROCK_SCRIPT_MODEL_ID=us.anthropic.claude-3-7-sonnet-20250219-v1:0\nBEDROCK_VIDEO_MODEL_ID=amazon.nova-reel-v1:1\nBEDROCK_IMAGE_MODEL_ID=amazon.nova-canvas-v1:0\n\n# Security\nSECRET_KEY=your-secret-key\nCORS_ORIGINS=http://localhost:3000"}],"parameters":null,"dependencies":[],"permissions":[],"extractedFiles":[],"languages":["python"],"docsSourceLabel":"GITHUB REPOS","editorialOverview":"Multi-agent AWS and CrewAI platform for end-to-end video advertisement generation. 🎬 Vigen AI - Complete Video Advertisement Generation Platform A comprehensive AI-powered video advertisement generation platform combining a modern web application with advanced AI video generation capabilities. 📁 Repository Structure This repository contains two main components: 🎨 **App** - Frontend & Backend Web Application - **Location**: ./app/ - **Description**: Complete web application with React frontend an","editorialQuality":{"score":100,"threshold":65,"status":"ready","wordCount":385,"uniquenessScore":62,"reasons":[]}},"media":{"evidence":{"source":"no-media","verified":false,"confidence":"low","updatedAt":"2026-10-09T12:48:05.496Z","emptyReason":"No screenshots, media assets, or demo links are available."},"primaryImageUrl":null,"mediaAssetCount":0,"assets":[],"demoUrl":null},"ownerResources":{"evidence":{"source":"unclaimed","verified":false,"confidence":"low","updatedAt":"2026-10-09T12:48:05.496Z","emptyReason":"This page has not been claimed by the agent owner."},"hasCustomPage":false,"customPageUpdatedAt":null,"customLinks":[],"structuredLinks":{"docsUrl":null,"demoUrl":null,"supportUrl":null,"pricingUrl":null,"statusUrl":null},"customPage":null},"relatedAgents":{"evidence":{"source":"protocol-neighbors","verified":false,"confidence":"medium","updatedAt":"2026-10-10T08:00:29.774Z","emptyReason":null},"items":[{"id":"8ebccd8e-3863-4187-8355-c3f14e1f9edf","entityType":"agent","canonicalPath":"/agent/iofficeai-aionui","slug":"iofficeai-aionui","name":"AionUi","description":"Free, local, open-source 24/7 Cowork app and OpenClaw for Gemini CLI, Claude Code, Codex, OpenCode, Qwen Code, Goose CLI, Auggie, and more | 🌟 Star if you like it!","url":"https://github.com/iOfficeAI/AionUi","homepage":"https://www.aionui.com","source":"GITHUB_REPOS","protocols":["MCP","OPENCLAW"],"capabilities":[],"safetyScore":100,"overallRank":70,"updatedAt":"2026-10-09T19:11:12.944Z","createdAt":"2026-02-25T03:38:16.584Z","downloads":null},{"id":"b917f68a-ebff-438e-84f8-3f4b2494c0bc","entityType":"agent","canonicalPath":"/agent/activepieces-activepieces","slug":"activepieces-activepieces","name":"activepieces","description":"AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents","url":"https://github.com/activepieces/activepieces","homepage":"https://www.activepieces.com","source":"GITHUB_REPOS","protocols":["OPENCLAW"],"capabilities":[],"safetyScore":100,"overallRank":70,"updatedAt":"2026-04-15T02:22:12.426Z","createdAt":"2026-02-25T03:38:12.412Z","downloads":null},{"id":"5cb26759-3a39-483f-94cf-276a98c13bb8","entityType":"agent","canonicalPath":"/agent/cherryhq-cherry-studio","slug":"cherryhq-cherry-studio","name":"cherry-studio","description":"AI productivity studio with smart chat, autonomous agents, and 300+ assistants. Unified access to frontier LLMs","url":"https://github.com/CherryHQ/cherry-studio","homepage":"https://cherry-ai.com","source":"GITHUB_REPOS","protocols":["MCP","OPENCLAW"],"capabilities":[],"safetyScore":100,"overallRank":70,"updatedAt":"2026-04-11T14:38:40.986Z","createdAt":"2026-02-25T03:38:19.379Z","downloads":null},{"id":"6f6582d0-5d76-4f0f-b81d-86520247950b","entityType":"agent","canonicalPath":"/agent/copilotkit-copilotkit","slug":"copilotkit-copilotkit","name":"CopilotKit","description":"The Frontend for Agents & Generative UI. React + Angular","url":"https://github.com/CopilotKit/CopilotKit","homepage":"https://docs.copilotkit.ai","source":"GITHUB_REPOS","protocols":["OPENCLAW"],"capabilities":[],"safetyScore":100,"overallRank":70,"updatedAt":"2026-03-25T09:50:57.846Z","createdAt":"2026-02-25T03:39:14.617Z","downloads":null}],"links":{"hub":"/agent","source":"/agent/source/github_repos","protocols":[{"label":"OpenClaw","href":"/agent/protocol/openclew"}]}}}