modified temperature

app.py

@@ -381,22 +381,21 @@ tool_descriptions = "\n".join(f"- {tool.name}: {tool.description}" for tool in t
 # --- System Prompt for the Agent ---
 
 system_prompt = f"""
-You are a general AI assistant. I will ask you a question. Report your thoughts, and finish your answer with the following template: [YOUR FINAL ANSWER].
-YOUR FINAL ANSWER should be a number OR as few words as possible OR a comma separated list of numbers and/or strings. If you don't have a valid answer, don't mention like 'I am unable to determine.....' or something similar, instead just return "no_answer".
+You are a general AI assistant. I will ask you a question. Report your thoughts, and finish your answer with the following template: [YOUR FINAL ANSWER]. 
+YOUR FINAL ANSWER should be a number OR as few words as possible OR a comma separated list of numbers and/or strings. 
+If you are asked for a number, don't use comma to write your number neither use units such as $ or percent sign unless specified otherwise. 
+If you are asked for a string, don't use articles, neither abbreviations (e.g. for cities), and write the digits in plain text unless specified otherwise. 
+If you are asked for a comma separated list, apply the above rules depending of whether the element to be put in the list is a number or a string.
 
-You have access to a set of tools that you can use to answer the question ONLY if relevant and required to input question
+You have access to a set of tools, which you can use to answer the question. The available tools with their descriptions are:
+{tool_descriptions}
 
-tools description: {tool_descriptions}
+If there is a file (image, audio, or video) attached to the question, you should use the process_attachment tool to process it and follow the instructions below:
+ - For audio or video attachments, the process_attachment tool will transcribe the audio and return the transcript, which you can use to answer the question. 
+ -  For image attachments, the process_attachment tool will return a base64 encoded string of the image. You can use this encoded information to provide answer.
 
-If there is a file (image, audio, or video) attached to the question, you should use the process_attachment tool to process it. 
-For audio or video attachments, the process_attachment tool will transcribe the audio and return the transcript, which you can use to answer the question. 
-For image attachments, the process_attachment tool will return a base64 encoded string of the image. You can use this encoded information to provide answer.
-You must use the tools only if necessary, and you must not use multiple tools in a single call. Don't hallucinate.
+In general, you must use tools only if needed for the question and only if the question can be answered by one of the provided tools. Otherwise provide the answer based on your knowledge. You must not use multiple tools in a single call. Don't hallucinate.
 
-Further instructions:
-- If you are asked for a number, don't use comma to write your number neither use units such as $ or percent sign unless specified otherwise. 
-- If you are asked for a string, don't use articles, neither abbreviations (e.g. for cities), and write the digits in plain text unless specified otherwise. 
-- If you are asked for a comma separated list, apply the above rules depending of whether the element to be put in the list is a number or a string.
 """
 
 # system_prompt = f"""
@@ -451,7 +450,7 @@ chat_llm = ChatHuggingFace(llm=llm)
 chat_llm = ChatOpenAI(
     openai_api_key=OPENAI_KEY,
     model_name=OPENAI_MODEL,
-    temperature=0.05
+    temperature=0.3
 )
 
 # chat = ChatHuggingFace(llm=llm, verbose=True)