- modifying cost for request

Config_files/message_system_config.json

@@ -21,7 +21,7 @@
   "AI_phrases_singeo": ["your voice deserves more"],
   "header_limit": 30,
   "message_limit": 110,
-  "LLM_models": ["gpt-4o-mini", "gpt-4o", "gpt-4.1-mini", "o4-mini","claude-3-5-haiku-latest", "gemini-2.5-flash-lite-preview-06-17"],
+  "LLM_models": ["gpt-4o-mini", "gpt-4o", "gpt-4.1-mini"],
   "openai_models": ["gpt-4o-mini", "gpt-4o", "gpt-4.1-nano", "gpt-3.5-turbo", "gpt-4.1-mini"],
   "reasoning": ["o1", "o4-mini", "o1-mini", "o3-mini"],
   "ollama_models": ["deepseek-r1:1.5b", "gemma3:4b", "deepseek-r1:7b", "gemma3:4b"],

Messaging_system/Permes.py

@@ -87,8 +87,8 @@ class Permes:
         total_prompt_tokens = personalize_message.total_tokens["prompt_tokens"]
         total_completion_tokens = personalize_message.total_tokens["completion_tokens"]
 
-        total_cost = ((total_prompt_tokens / 1000000) * 0.10) + (
-                (total_completion_tokens / 1000000) * 0.4)  # Cost calculation estimation
+        total_cost = ((total_prompt_tokens / 1000000) * 0.15) + (
+                (total_completion_tokens / 1000000) * 0.6)  # Cost calculation estimation
         print(f"Estimated Cost (USD): {total_cost:.5f}")
 
         # Storing process can also happen after some evaluation steps

messaging_main_test.py

@@ -126,7 +126,7 @@ if __name__ == "__main__":
     recsys_contents = ["workout", "course", "quick_tips"]
 
     # number_of_samples = users.shape[0]
-    number_of_samples = 3
+    number_of_samples = 10
 
     # number of messages to generate
     number_of_messages = 3