Update app.py

app.py

@@ -51,26 +51,25 @@ model = genai.GenerativeModel(
     system_instruction="Act as a language model trained on a specific style of writing that incorporates both Roman and Devanagari script",
 )
 
-transliteration_example_file = upload_to_gemini(
-    "ai_exp_json.txt", mime_type="text/plain"
-)
-
-chat_session = model.start_chat(
-    history=[
-        {
-            "role": "user",
-            "parts": [
-                "Given a sentence in Roman written English and a set of pre-defined patterns, transliterate only specific words to Devanagari script while maintaining a desired ratio between Roman and Devanagari words. Your task is to transliterate only a subset of words while maintaining the overall meaning and sentence structure.\n",
-                'Based on a provided English sentence and a desired transliteration ratio, use your knowledge of this unique style to select words for transliteration that enhance the overall message and aesthetic. I will provide you with training examples to understand the preferred approach.\nGo through the examples in the file in following JSON format: [{"English": xxx, "Transliteration"}]." and Develop a system that can intelligently choose which English words to transliterate into Devanagari in a sentence, aiming for a specific ratio between the two scripts. With the help of examples in Json format file, design a system that can learn the optimal ratio and transliteration pattern.',
-                transliteration_example_file,
-            ],
-        },
-    ]
-)
-
 
 def generate_transliteration_gemini_15_pro(text):
     texts = [text]
+    transliteration_example_file = upload_to_gemini(
+        "ai_exp_json.txt", mime_type="text/plain"
+    )
+    
+    chat_session = model.start_chat(
+        history=[
+            {
+                "role": "user",
+                "parts": [
+                    "Given a sentence in Roman written English and a set of pre-defined patterns, transliterate only specific words to Devanagari script while maintaining a desired ratio between Roman and Devanagari words. Your task is to transliterate only a subset of words while maintaining the overall meaning and sentence structure.\n",
+                    'Based on a provided English sentence and a desired transliteration ratio, use your knowledge of this unique style to select words for transliteration that enhance the overall message and aesthetic. I will provide you with training examples to understand the preferred approach.\nGo through the examples in the file in following JSON format: [{"English": xxx, "Transliteration"}]." and Develop a system that can intelligently choose which English words to transliterate into Devanagari in a sentence, aiming for a specific ratio between the two scripts. With the help of examples in Json format file, design a system that can learn the optimal ratio and transliteration pattern.',
+                    transliteration_example_file,
+                ],
+            },
+        ]
+    )
     response = chat_session.send_message(
         'Given an English sentences: \n```' +  "\n".join(texts) + '\n```\nTransliterate English sentences into a mix of Roman and Devanagari script, following a predefined pattern or learning from provided examples above without explain anything.\nReturn output in JSON in following format for the list of sentences: {"text": xxx, "transliterate": xxx}'
     )