Update app.py via AI Editor

app.py

@@ -1,25 +1,3 @@
-Let's break down the changes needed:
-
-1. **Switch from OpenAI to Gemini**:
-   - Remove all `openai` imports and usage.
-   - Use `google.generativeai` (Gemini) and set up the API key from `GEMINI_KEY`.
-   - Replace the `openai.ChatCompletion.create` logic with Gemini's chat completion API using the specified model.
-
-2. **Fix duplicate callback for store-shred.data**:
-   - The callback for document generation (Outputting to many stores) is duplicated with allow_duplicate. Instead, combine all outputs/logic so each store is only output in a single callback. This means the chat update callback must update only the relevant store, and not all stores, and outputs must be refactored to avoid duplication.
-
-3. **No unnecessary changes**:
-   - No unrelated changes (e.g., don't touch CSS, layout, or unrelated logic).
-
-4. **Other requirements**:
-   - Use threading for Gemini requests.
-   - Comprehensive logging.
-   - No duplicate callbacks.
-   - All imports, global vars, etc.
-
-Here is the revised code:
-
-```
 import base64
 import io
 import os
@@ -1000,5 +978,4 @@ def auto_expand_textarea(value, current_rows):
 if __name__ == '__main__':
     print("Starting the Dash application...")
     app.run(debug=True, host='0.0.0.0', port=7860, threaded=True)
-    print("Dash application has finished running.")
-```
+    print("Dash application has finished running.")