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It coordinates campaign planning, content generation, human-in-the-loop approvals, and direct publishing/telemetry across marketing channels.\n\nThe project features a sleek, modern React-based **SaaS Operations Dashboard** connected to a **FastAPI backend** for complete editorial oversight before content goes live.\n\n---\n\n## Key Integrations\nThe agent integrates with production APIs to fully automate multi-channel content distribution:\n\n*   **WordPress**: Automates blog post and landing-page drafting.\n*   **HubSpot**: Generates and maps marketing campaign emails directly inside the email manager.\n*   **LinkedIn**: Publishes social posts and thought leadership updates to personal profiles or company pages.\n*   **Meta (Facebook & Instagram)**: Publishes social updates and coordinates ad campaigns.\n*   **Google Analytics 4**: Fetches performance rollups and analytics to measure campaign engagement.\n*   **Gemini API**: Powers specialist crews for copy drafting, strategic auditing, and keyword generation.\n\n---\n\n## How to Run the Project (Local Setup)\n\n### Prerequisites\n- **Python**: `>=3.10, <3.14`\n- **Node.js**: `>=18`\n- **Package Managers**: `uv` (recommended for Python) or `pip`, and `npm`\n\n---\n\n### Step 1: Set Up Backend\n\n1.  **Install dependencies**:\n    Using `uv` (fastest):\n    ```bash\n    uv sync --extra dev\n    ```\n    Or standard `pip`:\n    ```bash\n    pip install -e .\n    ```\n\n2.  **Configure environment**:\n    Copy the sample environment file and configure your API tokens (Gemini, WordPress, HubSpot, LinkedIn, etc.):\n    ```bash\n    cp .env.example .env\n    ```\n\n3.  **Start the API dev server**:\n    ```bash\n    uv run uvicorn content_marketing_agent.api:app --reload --port 8000\n    ```\n    The API will be available at:\n    - Base URL: `http://localhost:8000`\n    - Swagger Documentation: `http://localhost:8000/docs`\n\n---\n\n### Step 2: Set Up Frontend Dashboard\n\n1.  **Navigate to the frontend directory**:\n    ```bash\n    cd frontend\n    ```\n\n2.  **Install dependencies**:\n    ```bash\n    npm install\n    ```\n\n3.  **Start the development server**:\n    ```bash\n    npm run dev\n    ```\n    The dashboard will be live at:\n    - URL: `http://localhost:5173`\n\n---\n\n## Running Agent Workflows via CLI\nYou can also run marketing jobs directly from the CLI:\n\n```bash\n# Create a monthly editorial calendar plan\nuv run cma monthly-plan --month 2026-07 --blog-posts 8\n\n# Trigger draft generation for specific objectives\nuv run cma produce --objective \"Increase inbound product signups\" --items-per-channel 1\n\n# Pull performance metrics and analytics\nuv run cma monthly-analytics\n```\n\n---\n\n## Project Structure\n```text\n├── src/content_marketing_agent/\n│   ├── api.py           # FastAPI server (CORS-enabled)\n│   ├── cli.py           # CLI Command Controller\n│   ├── connectors/      # API integrations (WordPress, HubSpot, LinkedIn, etc.)\n│   ├── crews/           # CrewAI specialist role configuration\n│   └── flows/           # CrewAI Flow orchestration logic\n└── frontend/\n    ├── src/\n    │   ├── App.css      # SaaS Layout CSS\n    │   ├── api.ts       # Frontend API Client\n    │   └── pages/       # Dashboard routes (Review, Calendar, Telemetry, Connectors)\n```\n","readmeExcerpt":"Content Marketing Agent Team 🚀 A production-grade, multi-agent AI marketing operations system built with CrewAI and Gemini that acts as an automated content marketing team. 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