TikTok Automation Tool - AI-Powered Video Creation
Automated Video Generation and Social Media Management
Project Description
This project is an automated video creation and social media management tool that leverages artificial intelligence to generate engaging TikTok content. The system uses Laravel as the backend framework with Livewire for reactive UI components. It integrates OpenAI's GPT models for content generation and prompt optimization, OpenAI Sora 2 API for video generation, and TikTok OAuth for secure account linking. The system automatically creates videos from text or images, manages upload plans, and provides comprehensive analytics and engagement management.
Key Features
AI Video Generation
Automated video creation using OpenAI Sora
Automated Posting
Scheduled posting to TikTok platform
AI Comments
Automated comment generation and posting
Content Generation
AI-powered script and caption creation
Scheduling System
Automated scheduling and workflow management
Analytics & Insights
Performance tracking and optimization
Technology Stack
Backend Framework
AI & ML
Frontend
Integration
Workflow
- Channel Concept Creation: Generate channel concepts from keywords using RTCROS prompts with ChatGPT
- Channel Info Setup: Create channel information based on concepts and link TikTok accounts via OAuth
- Content Generation: AI creates video scripts and concepts using OpenAI GPT models
- Video Creation: Sora 2 generates video content from text or image prompts via OpenAI Sora 2 API
- Upload Planning: Schedule videos for optimal posting times with upload plans
- Automated Posting: Videos are automatically uploaded to TikTok via OAuth-linked accounts
- Engagement Management: AI monitors comments, analyzes sentiment, and generates contextual responses
- Analytics: Performance metrics are tracked with comprehensive channel analytics and sentiment analysis