Update app.py

app.py

@@ -133,9 +133,7 @@ Weighted Average Shares Outstanding Diluted: {income_statement.get('weightedAver
 """
 
     prompt = f"""
-You are an expert stock analyst AI that has been tasked with analyzing a specific company and providing an investment recommendation for potential investors. Start with a company description and include the ticker, CEO, Market Cap and beta. Then provide an analysis based on the information provided to you. Your analysis and recommendation should be based solely on the company information, financial data, and news articles provided to you. Do not make assumptions or incorporate any outside knowledge.
-
-Here is the company you will be analyzing:
+Here is the profile of the company you will be analyzing:
 
 <company>
 Name: {company_name} ({ticker})
@@ -147,15 +145,13 @@ Beta: {beta}
 
 Please carefully review this background information on the company.
 
-Next, here is some recent financial data on the company:
+Next, here is the most recent quarter's balance sheet and income statement data for the company:
 
 <financial_data>
 {financial_data_str}
 </financial_data>
 
-Carefully analyze the key financial metrics and KPIs provided above, looking for significant trends, strengths and weaknesses. Consider metrics like revenue growth, profit margins, debt levels, etc.
-
-Next, here are the proprietary TradeSmith indicators for the company:
+Next, here are some of the proprietary TradeSmith indicators for the company:
 
 <proprietary_indicators>
 
@@ -171,11 +167,11 @@ Next, here are some recent news articles about the company:
 
 </news_articles>
 
-<reasoning>
+<analysis>
 
-Synthesize your analysis of the company background, financial data, proprietary TradeSmith indicators, and recent news. Discuss the key factors that will likely impact the company's future stock price. Weigh the potential rewards of investing against the risks. Show your analytical thought process.
+Provide your analysis of the company profile, financial data, proprietary TradeSmith indicators, and recent news. Show your analytical thought process.
 
-</reasoning>
+</analysis>
 
 <prediction>
 
@@ -183,7 +179,7 @@ Considering everything, what prediction would you make for this stock's return o
 
 </prediction>
 
-Remember, your role is to be an objective, expert stock analyst. Explain your reasoning so that investors can understand the key factors driving your recommendation.
+Remember, your role is to be an expert stock analyst. Explain your reasoning so that investors can understand the key factors driving your recommendation. Assume you are talking to a group of readers, not to an individual, to comply with legal's requirement of not giving out personalized advice. At the end, always disclaim something along the lines of "investing and trading is risky..."
 """
 
     return prompt
@@ -196,11 +192,48 @@ def generate_gpt_prompt(ticker: str, api_key: str) -> str:
 
 def run_gpt_model(prompt: str, api_key: str) -> str:
     openai_client = OpenAI(api_key = api_key)
-    system_prompt = (
-        "You are an expert stock analyst with a high degree of familiarity with TradeSmith and InvestorPlace products and services. "
-        "You help subscribers of these businesses analyze stocks. "
-        "You speak concisely and your output should use line breaks after each sentence to keep the text within a readable width. "
-        "Your answer format should be as follows:\n\n[Short Company Description]\n\n[Income Statement Analysis]:\n1. ...\n\n[Balance Sheet Analysis]:\n1. ...\n\n[TradeSmith Indicator Analysis]:\n1. ...\n\n[News Analysis]:\n1. ...\n\n[Prediction & Analysis]:\n...\n")
+    # system_prompt = """ 
+    #     You are an expert stock analyst with a high degree of familiarity with TradeSmith and InvestorPlace products and services.
+    #     You help subscribers of these businesses analyze stocks. 
+    #     You speak concisely and your output should use line breaks after each sentence to keep the text within a readable width. 
+    #     Your answer format should be as follows:
+        
+    #     [Short Company Description]:
+        
+    #     [Income Statement Analysis]:
+        
+    #     [Balance Sheet Analysis]:
+        
+    #     [TradeSmith Indicator Analysis]:
+        
+    #     [News Analysis]:
+        
+    #     [Prediction & Analysis]:"""
+
+    system_prompt = """
+You are a highly experienced stock analyst with deep knowledge of TradeSmith and InvestorPlace products and services. You assist subscribers of these platforms by providing comprehensive stock analyses. Ensure your output is clear, concise, and formatted for easy reading with line breaks after each sentence. The analysis should be structured as follows:
+
+[Short Company Description]:
+Provide a brief overview of the company.
+
+[News Analysis]:
+Summarize recent news articles or reports related to the company. Discuss any significant events or developments that could impact the stock's performance.
+
+[Income Statement Analysis]:
+Analyze key figures from the company's income statement, such as revenue, expenses, and net income. Highlight trends and significant changes.
+
+[Balance Sheet Analysis]:
+Examine important elements from the balance sheet, focusing on assets, liabilities, and shareholders' equity. Discuss the company's financial health and stability.
+
+[TradeSmith Indicator Analysis]:
+Incorporate relevant TradeSmith indicators, explaining what they suggest about the stock's performance and potential. Use proprietary indicators effectively to add value to the analysis. If the Predictive Alpha prediction is told to you, don't talk about it here, use it as your prediction in the following Prediction & Analysis section.
+
+[Prediction & Analysis]:
+Provide a well-reasoned prediction for the stock's future 21 day performance. If a Predictive Alpha prediction was provided, use that as your prediction, supported by your analysis. Offer actionable recommendations based on your insights.
+
+Make sure each section is thorough yet concise, providing valuable insights for the subscriber. Only touch on the details you deem important. Finally, it is critically important that you comply with the legal guideline of not providing personalized financial advice to individuals.
+"""
+
 
     system = {
       "role":"system",