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fix: Correct Hugging Face Spaces metadata

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+ ---
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+ title: Patent Architect AI v2
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+ emoji: πŸ—οΈ
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+ colorFrom: green
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+ colorTo: yellow
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+ sdk: gradio
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+ sdk_version: "4.44.0"
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+ app_file: app.py
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+ pinned: false
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+ ---
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+
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+ # πŸ—οΈ Patent Architect AI v2 - True Agentic Workflow
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+
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+ **An AI-powered system that uses a team of collaborating agents to transform a raw idea into a strategized patent draft.**
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+
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+ This application demonstrates a true multi-agent system where different AI agents, each with a specific role, negotiate and collaborate to produce a comprehensive patent application. It includes live prior art searches and multiple forms of AI-generated visual aids.
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+
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+ ## 🎯 Key Features
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+
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+ ### **πŸ€– True Agentic Collaboration**
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+ A team of specialized AI agents work together, with the output of one agent influencing the actions of the next.
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+ - **Prior Art Detective**: Performs *live* web searches on Google Patents and Wikipedia to find relevant prior art.
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+ - **Chief Strategist**: Analyzes the prior art and formulates a defensible patenting strategy.
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+ - **Technical Writer, Claims Drafter, Figure Drafter**: Generate the core sections of the patent, all adhering to the Chief Strategist's mandate.
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+ - **Conceptual Artist**: Generates a high-quality conceptual image of the invention using the Segmind Ideogram API.
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+
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+ ### **🎨 Dual Visual Outputs**
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+ The system generates two distinct, real images to aid understanding:
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+ - **Conceptual Image**: A photorealistic image from the Segmind API that helps visualize the invention's marketing potential.
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+ - **Technical Figure**: A patent-style drawing rendered from real LaTeX/TikZ code, which is essential for the patent document itself.
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+
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+ ### **πŸ’‘ From First Principles**
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+ This application is built with a focus on robust, elegant design. It handles errors gracefully and makes agent interactions transparent, demonstrating a resilient and well-architected system.
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+
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+ ---
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+
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+ ## πŸš€ Getting Started
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+
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+ ### 1. Install Dependencies
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+ Ensure you have Python 3.8+ installed, then run:
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+ ```bash
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+ pip install -r requirements.txt
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+ ```
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+
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+ ### 2. Set Up API Keys (Crucial Step)
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+ This application requires API keys to function. Your keys are not stored or shared.
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+
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+ #### **For Local Development:**
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+ 1. **Create a `.env` file** in the main project directory.
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+ 2. **Copy the text below** into your `.env` file.
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+ 3. **Add your secret keys** in place of the placeholder text.
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+
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+ ```
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+ # .env file for Patent Architect AI v2
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+
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+ # Required for the core language model agents (Strategist, Writer, etc.)
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+ # Get a key from Google AI Studio: https://makersuite.google.com/app/apikey
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+ GEMINI_API_KEY="YOUR_GEMINI_API_KEY_HERE"
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+
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+ # Required for the PriorArtDetective agent to perform live web searches.
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+ # Get a free key from SerpApi: https://serpapi.com/
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+ SERPAPI_API_KEY="YOUR_SERPAPI_API_KEY_HERE"
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+
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+ # Required for the ConceptualArtist agent to generate high-quality images.
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+ # Get a free key from Segmind: https://segmind.com/
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+ SEGMIND_API_KEY="YOUR_SEGMIND_API_KEY_HERE"
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+ ```
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+
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+ #### **For Hugging Face Spaces Deployment:**
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+ 1. Do **not** upload your `.env` file.
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+ 2. In your Space settings, go to the **"Secrets"** section.
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+ 3. Add each of the three keys (`GEMINI_API_KEY`, `SERPAPI_API_KEY`, `SEGMIND_API_KEY`) as a separate secret.
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+
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+ ### 3. Run the Application
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+ Once your API keys are configured, run the app:
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+ ```