fix: change space sdk to docker

README.md

@@ -1,77 +1,8 @@
-
-### The AI Math Agent (Google ADK & Gemini)
-The heart of the system, powered by the **Google Agent Development Kit (ADK)** and **Gemini API**. The agent acts as an intelligent orchestrator, analyzing the user's request and deciding which specialized tool (or combination of tools) is best suited for the task.
-
-It has access to a powerful set of tools:
-
-*   **Image Interpreter**: Takes an image of a handwritten or printed equation and converts it into a machine-readable LaTeX string.
-*   **Mathematical Vision (Gemini & Ultralytics Tools)**: Applies mathematical reasoning to visual inputs.
-    *   *Quantitative Analysis (YOLO)*: For probability/statistics (e.g., counting objects).
-    *   *Qualitative Analysis (Gemini)*: For interpreting graphs, charts, or geometric diagrams.
-*   **Web Data Scraper (Playwright/Selenium)**: Scrapes specific data from websites for word problems requiring real-world context (e.g., financial rates, weather data).
-*   **Problem Solver & Concept Explainer**: The core reasoning engine that performs calculations and formulates clear, step-by-step explanations.
-*   **Similar Problem Finder (Supabase VectorDB)**: Finds conceptually similar problems the user has solved in the past to aid in learning and retention.
-
-###  User Management & Data
-*   **Firebase Auth**: Secure API communication.
-*   **MongoDB**: Stores user problem history.
-*   **Scalable Backend**: **Celery** and **Redis** manage long-running AI and scraping tasks.
-
 ---
-
-## Tech Stack
-
-*   **Language**: Python 3.10+
-*   **Core API**: FastAPI
-*   **AI Engine**: Google Gemini Pro (via Google ADK)
-*   **Computer Vision**: Ultralytics YOLOv8, TrOCR
-*   **Web Scraping**: Playwright, Selenium
-*   **Database**: MongoDB (History), Supabase (Vector Search), Redis (Cache/Queue)
-*   **Orchestration**: Celery, Google ADK
-*   **Frontend**: Streamlit, Gradio
-*   **Deployment**: Docker, Google Cloud Run
-
----
-
-## Installation & Setup
-
-1.  **Clone the repository:**
-    ```bash
-    git clone https://github.com/your-username/mathminds-ai.git
-    cd mathminds-ai
-    ```
-
-2.  **Create a virtual environment:**
-    ```bash
-    python -m venv .venv
-    # Windows
-    .venv\Scripts\activate
-    # Linux/Mac
-    source .venv/bin/activate
-    ```
-
-3.  **Install dependencies:**
-    ```bash
-    pip install -r requirements.txt
-    ```
-
-4.  **Configure Environment:**
-    Create a `.env` file in the root directory with the following keys:
-    ```env
-    GOOGLE_API_KEY=your_key
-    REDIS_URL=redis://localhost:6379/0
-    MONGO_URI=mongodb://localhost:27017/mathminds
-    SUPABASE_URL=your_url
-    SUPABASE_KEY=your_key
-    FIREBASE_CREDENTIALS_PATH=path/to/creds.json
-    ```
-### Run the Full Stack (API + Worker)
-**Windows:**
-```bash
-run_all.bat
-```
-
-**Docker:**
-```bash
-docker-compose up --build
-```
+title: Mathminds
+emoji: 🧠
+colorFrom: blue
+colorTo: green
+sdk: docker
+pinned: false
+---