This project implements a modular, multi-agent AI system where a primary agent coordinates with specialized agents (Ad Campaign Manager, Analytics, Content Creator, and Engagement) to provide comprehensive social media management capabilities through a unified chat interface. Users interact with a single conversational interface.
Klaudiusz321/social-media-agents
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OpenAI API (Text Generation & Moderation) Choosing the Right Model: Use the latest GPT-4 or GPT-3.5-turbo model for content generation. GPT-4 generally yields higher quality and more reliable adherence to instructions (important for brand voice). Use the Chat Completion API with a structured message (system message…
Klaudiusz321/social-media-agents
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name: ContentCreatorAgent description: Generates platform-specific post content (text + media) using AI version: "1.0" globs: [""] triggers: [manual] # triggered after trend scanning or on request.
Klaudiusz321/social-media-agents
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Orchestration: Combining Data Analysis, Generation, and Publishing.
Klaudiusz321/social-media-agents
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name: WebInterfaceAgent description: Manages the UI/UX interface in Django for controlling AI agents and visualizing trends version: "1.0" globs: [".py", ".html", ".js"] triggers: [manual].
Klaudiusz321/social-media-agents
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name: SchedulerAgent description: Schedules and publishes posts on social media at optimal times version: "1.0" globs: [""] triggers: [manual] # can be triggered to schedule after content creation.
Klaudiusz321/social-media-agents
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System Architecture and Agent Roles Our system consists of multiple specialized AI agents collaborating to drive the social media strategy. Each agent has a distinct role, and together they function as an “AI marketing team.” Leveraging a multi-agent design ensures tasks are handled by experts in each domain…
Klaudiusz321/social-media-agents
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name: TrendScannerAgent description: Monitors Twitter, Instagram, and LinkedIn for trending topics and formats version: "1.0" globs: [""] # Applies globally (not tied to specific files) triggers: [manual] # Triggered by scheduler or on-demand.
Klaudiusz321/social-media-agents
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This project implements a modular, multi-agent AI system where a primary agent coordinates with specialized agents (Ad Campaign Manager, Analytics, Content Creator, and Engagement) to provide comprehensive social media management capabilities through a unified chat interface. Users interact with a single…
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