Remove FRED API key debug message from UI and fix Streamlit Cloud deployment

README.md

@@ -98,15 +98,6 @@ FRED_ML/
 1. **Clone the repository**
    You can clone from any of the following remotes:
    ```bash
-   # EAName GitHub
-   git clone https://github.com/EAName/FREDML.git
-   
-   # ParallelLLC GitHub
-   git clone https://github.com/ParallelLLC/FREDML.git
-
-   # esalguero Hugging Face
-   git clone https://huggingface.co/esalguero/FREDML
-
    # ParallelLLC Hugging Face
    git clone https://huggingface.co/ParallelLLC/FREDML
    ```

frontend/app.py

@@ -432,9 +432,6 @@ def main():
         st.info("Get a free FRED API key at: https://fred.stlouisfed.org/docs/api/api_key.html")
         st.stop()
     
-    # Add debug print
-    st.write(f"🔑 FRED API Key loaded: {fred_key[:8]}...")
-    
     # Show loading indicator
     with st.spinner("🚀 Initializing FRED ML Platform..."):
         # Load configuration

streamlit_app.py

@@ -22,5 +22,5 @@ if not fred_key:
 # 4) Import and run your real app
 from frontend.app import main as app_main
 
-if __name__ == "__main__":
-    app_main() 
+# Call the main function directly for Streamlit Cloud
+app_main()