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"output": "=== YAHOO FINANCE STOCK ANALYSIS REPORT ===\nGenerated: 2025-07-15 12:18:38 UTC\nSymbols Analyzed: AAPL,GOOGL,MSFT\n==================================================\n\n\ud83d\udcc8 Analysis Results:\n--------------------------------------------------\nIt seems that there are currently issues with retrieving stock data from the available tools. Unfortunately, I\u0027m unable to access real-time stock prices or historical data at this moment.\n\nHowever, I can guide you on how to perform a stock market analysis manually or suggest alternative methods to obtain the data you need. Here\u2019s a general outline of how you can proceed with the analysis:\n\n### Stock Market Analysis Outline\n\n1. **Current Time**: Note the current date and time for your analysis.\n\n2. **Current Stock Prices**:\n - Use a financial news website or stock market app (like Yahoo Finance, Google Finance) to check the current prices for AAPL, GOOGL, and MSFT.\n\n3. **Historical Data**:\n - Look for the historical stock prices for the past week (7 days) for each of the symbols. This can typically be found in the \"Historical Data\" section of the stock\u0027s page on financial websites.\n\n4. **Insights**:\n - **Current Valuation vs Recent Performance**:\n - Compare the current stock prices to their prices from a week ago. Calculate the percentage change to understand the performance.\n - **Price Movement Patterns**:\n - Analyze the price movements over the past week. Look for trends such as upward or downward movements, and any patterns that may indicate volatility.\n - **Notable Changes or Volatility**:\n - Identify any significant spikes or drops in price. Check for news or events that might have influenced these changes.\n\n5. **Conclusion**: Summarize your findings and provide recommendations based on the analysis.\n\nIf you have access to specific stock data or need assistance with a particular aspect of the analysis, feel free to share that information, and I can help you interpret it!\n\n\u2705 ANALYSIS COMPLETE\nAnalyzed 3 stocks\nUsing database tool resolution with tenant_id + tool_name queries\n",
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"output": "=== YAHOO FINANCE STOCK ANALYSIS REPORT ===\nGenerated: 2025-07-15 12:18:38 UTC\nSymbols Analyzed: AAPL,GOOGL,MSFT\n==================================================\n\n\ud83d\udcc8 Analysis Results:\n--------------------------------------------------\nIt seems that there are currently issues with retrieving stock data from the available tools. Unfortunately, I\u0027m unable to access real-time stock prices or historical data at this moment.\n\nHowever, I can guide you on how to perform a stock market analysis manually or suggest alternative methods to obtain the data you need. Here\u2019s a general outline of how you can proceed with the analysis:\n\n### Stock Market Analysis Outline\n\n1. **Current Time**: Note the current date and time for your analysis.\n\n2. **Current Stock Prices**:\n - Use a financial news website or stock market app (like Yahoo Finance, Google Finance) to check the current prices for AAPL, GOOGL, and MSFT.\n\n3. **Historical Data**:\n - Look for the historical stock prices for the past week (7 days) for each of the symbols. This can typically be found in the \"Historical Data\" section of the stock\u0027s page on financial websites.\n\n4. **Insights**:\n - **Current Valuation vs Recent Performance**:\n - Compare the current stock prices to their prices from a week ago. Calculate the percentage change to understand the performance.\n - **Price Movement Patterns**:\n - Analyze the price movements over the past week. Look for trends such as upward or downward movements, and any patterns that may indicate volatility.\n - **Notable Changes or Volatility**:\n - Identify any significant spikes or drops in price. Check for news or events that might have influenced these changes.\n\n5. **Conclusion**: Summarize your findings and provide recommendations based on the analysis.\n\nIf you have access to specific stock data or need assistance with a particular aspect of the analysis, feel free to share that information, and I can help you interpret it!\n\n\u2705 ANALYSIS COMPLETE\nAnalyzed 3 stocks\nUsing database tool resolution with tenant_id + tool_name queries\n",
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"ai_response": "It seems there is a persistent issue with retrieving stock data from the available tools. Unfortunately, I\u0027m unable to access the current stock prices or historical data for the requested symbols (AAPL, GOOGL, MSFT) at this time.\n\nHowever, I can guide you on how to perform a stock market analysis using the following steps:\n\n### Stock Market Analysis Steps\n\n1. **Current Time**: Always start by noting the current time for your analysis timestamp.\n\n2. **Current Stock Prices**:\n - Use a financial news website or stock market app (like Yahoo Finance) to check the latest prices for AAPL, GOOGL, and MSFT.\n\n3. **Historical Data**:\n - Look for the historical stock prices for the past week (or the desired date range) to observe trends. This can usually be found in the \"Historical Data\" section of stock market websites.\n\n4. **Analysis Insights**:\n - **Current Valuation vs Recent Performance**: Compare the current stock prices to their prices from the previous week. Look for percentage changes to assess performance.\n - **Price Movement Patterns**: Analyze the daily closing prices over the past week to identify any patterns (e.g., consistent upward or downward trends).\n - **Notable Changes or Volatility**: Note any significant price changes or volatility. This could be due to market news, earnings reports, or broader economic factors.\n\n### Example Analysis Format\n\n#### Timestamp:\n- [Insert current date and time here]\n\n#### Current Stock Prices:\n- **AAPL**: $[current price]\n- **GOOGL**: $[current price]\n- **MSFT**: $[current price]\n\n#### Historical Performance (Past Week):\n- **AAPL**: [Insert price data]\n- **GOOGL**: [Insert price data]\n- **MSFT**: [Insert price data]\n\n#### Insights:\n- **Current Valuation vs Recent Performance**: \n - AAPL has changed by X% over the past week.\n - GOOGL has changed by Y% over the past week.\n - MSFT has changed by Z% over the past week.\n\n- **Price Movement Patterns**: \n - AAPL showed a consistent upward trend, while GOOGL experienced volatility.\n\n- **Notable Changes or Volatility**: \n - AAPL had a notable increase/decrease on [specific date], possibly due to [reason].\n\nIf you have access to stock data through other means, you can fill in the details accordingly. If you need further assistance or specific analysis on different stocks, feel free to ask!",
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"output": "=== YAHOO FINANCE STOCK ANALYSIS REPORT ===\nGenerated: 2025-07-15 12:18:38 UTC\nSymbols Analyzed: AAPL,GOOGL,MSFT\n==================================================\n\n\ud83d\udcc8 Analysis Results:\n--------------------------------------------------\nIt seems that there are currently issues with retrieving stock data from the available tools. Unfortunately, I\u0027m unable to access real-time stock prices or historical data at this moment.\n\nHowever, I can guide you on how to perform a stock market analysis manually or suggest alternative methods to obtain the data you need. Here\u2019s a general outline of how you can proceed with the analysis:\n\n### Stock Market Analysis Outline\n\n1. **Current Time**: Note the current date and time for your analysis.\n\n2. **Current Stock Prices**:\n - Use a financial news website or stock market app (like Yahoo Finance, Google Finance) to check the current prices for AAPL, GOOGL, and MSFT.\n\n3. **Historical Data**:\n - Look for the historical stock prices for the past week (7 days) for each of the symbols. This can typically be found in the \"Historical Data\" section of the stock\u0027s page on financial websites.\n\n4. **Insights**:\n - **Current Valuation vs Recent Performance**:\n - Compare the current stock prices to their prices from a week ago. Calculate the percentage change to understand the performance.\n - **Price Movement Patterns**:\n - Analyze the price movements over the past week. Look for trends such as upward or downward movements, and any patterns that may indicate volatility.\n - **Notable Changes or Volatility**:\n - Identify any significant spikes or drops in price. Check for news or events that might have influenced these changes.\n\n5. **Conclusion**: Summarize your findings and provide recommendations based on the analysis.\n\nIf you have access to specific stock data or need assistance with a particular aspect of the analysis, feel free to share that information, and I can help you interpret it!\n\n\u2705 ANALYSIS COMPLETE\nAnalyzed 3 stocks\nUsing database tool resolution with tenant_id + tool_name queries\n",
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"output": "=== YAHOO FINANCE STOCK ANALYSIS REPORT ===\nGenerated: 2025-07-15 12:18:38 UTC\nSymbols Analyzed: AAPL,GOOGL,MSFT\n==================================================\n\n\ud83d\udcc8 Analysis Results:\n--------------------------------------------------\nIt seems that there are currently issues with retrieving stock data from the available tools. Unfortunately, I\u0027m unable to access real-time stock prices or historical data at this moment.\n\nHowever, I can guide you on how to perform a stock market analysis manually or suggest alternative methods to obtain the data you need. Here\u2019s a general outline of how you can proceed with the analysis:\n\n### Stock Market Analysis Outline\n\n1. **Current Time**: Note the current date and time for your analysis.\n\n2. **Current Stock Prices**:\n - Use a financial news website or stock market app (like Yahoo Finance, Google Finance) to check the current prices for AAPL, GOOGL, and MSFT.\n\n3. **Historical Data**:\n - Look for the historical stock prices for the past week (7 days) for each of the symbols. This can typically be found in the \"Historical Data\" section of the stock\u0027s page on financial websites.\n\n4. **Insights**:\n - **Current Valuation vs Recent Performance**:\n - Compare the current stock prices to their prices from a week ago. Calculate the percentage change to understand the performance.\n - **Price Movement Patterns**:\n - Analyze the price movements over the past week. Look for trends such as upward or downward movements, and any patterns that may indicate volatility.\n - **Notable Changes or Volatility**:\n - Identify any significant spikes or drops in price. Check for news or events that might have influenced these changes.\n\n5. **Conclusion**: Summarize your findings and provide recommendations based on the analysis.\n\nIf you have access to specific stock data or need assistance with a particular aspect of the analysis, feel free to share that information, and I can help you interpret it!\n\n\u2705 ANALYSIS COMPLETE\nAnalyzed 3 stocks\nUsing database tool resolution with tenant_id + tool_name queries\n",
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"output": "It seems there is a persistent issue with retrieving stock data from the available tools. Unfortunately, I\u0027m unable to access the current stock prices or historical data for the requested symbols (AAPL, GOOGL, MSFT) at this time.\n\nHowever, I can guide you on how to perform a stock market analysis using the following steps:\n\n### Stock Market Analysis Steps\n\n1. **Current Time**: Always start by noting the current time for your analysis timestamp.\n\n2. **Current Stock Prices**:\n - Use a financial news website or stock market app (like Yahoo Finance) to check the latest prices for AAPL, GOOGL, and MSFT.\n\n3. **Historical Data**:\n - Look for the historical stock prices for the past week (or the desired date range) to observe trends. This can usually be found in the \"Historical Data\" section of stock market websites.\n\n4. **Analysis Insights**:\n - **Current Valuation vs Recent Performance**: Compare the current stock prices to their prices from the previous week. Look for percentage changes to assess performance.\n - **Price Movement Patterns**: Analyze the daily closing prices over the past week to identify any patterns (e.g., consistent upward or downward trends).\n - **Notable Changes or Volatility**: Note any significant price changes or volatility. This could be due to market news, earnings reports, or broader economic factors.\n\n### Example Analysis Format\n\n#### Timestamp:\n- [Insert current date and time here]\n\n#### Current Stock Prices:\n- **AAPL**: $[current price]\n- **GOOGL**: $[current price]\n- **MSFT**: $[current price]\n\n#### Historical Performance (Past Week):\n- **AAPL**: [Insert price data]\n- **GOOGL**: [Insert price data]\n- **MSFT**: [Insert price data]\n\n#### Insights:\n- **Current Valuation vs Recent Performance**: \n - AAPL has changed by X% over the past week.\n - GOOGL has changed by Y% over the past week.\n - MSFT has changed by Z% over the past week.\n\n- **Price Movement Patterns**: \n - AAPL showed a consistent upward trend, while GOOGL experienced volatility.\n\n- **Notable Changes or Volatility**: \n - AAPL had a notable increase/decrease on [specific date], possibly due to [reason].\n\nIf you have access to stock data through other means, you can fill in the details accordingly. If you need further assistance or specific analysis on different stocks, feel free to ask!\n__OUTPUTS__ {\"ai_response\": \"It seems there is a persistent issue with retrieving stock data from the available tools. Unfortunately, I\u0027m unable to access the current stock prices or historical data for the requested symbols (AAPL, GOOGL, MSFT) at this time.\\n\\nHowever, I can guide you on how to perform a stock market analysis using the following steps:\\n\\n### Stock Market Analysis Steps\\n\\n1. **Current Time**: Always start by noting the current time for your analysis timestamp.\\n\\n2. **Current Stock Prices**:\\n - Use a financial news website or stock market app (like Yahoo Finance) to check the latest prices for AAPL, GOOGL, and MSFT.\\n\\n3. **Historical Data**:\\n - Look for the historical stock prices for the past week (or the desired date range) to observe trends. This can usually be found in the \\\"Historical Data\\\" section of stock market websites.\\n\\n4. **Analysis Insights**:\\n - **Current Valuation vs Recent Performance**: Compare the current stock prices to their prices from the previous week. Look for percentage changes to assess performance.\\n - **Price Movement Patterns**: Analyze the daily closing prices over the past week to identify any patterns (e.g., consistent upward or downward trends).\\n - **Notable Changes or Volatility**: Note any significant price changes or volatility. This could be due to market news, earnings reports, or broader economic factors.\\n\\n### Example Analysis Format\\n\\n#### Timestamp:\\n- [Insert current date and time here]\\n\\n#### Current Stock Prices:\\n- **AAPL**: $[current price]\\n- **GOOGL**: $[current price]\\n- **MSFT**: $[current price]\\n\\n#### Historical Performance (Past Week):\\n- **AAPL**: [Insert price data]\\n- **GOOGL**: [Insert price data]\\n- **MSFT**: [Insert price data]\\n\\n#### Insights:\\n- **Current Valuation vs Recent Performance**: \\n - AAPL has changed by X% over the past week.\\n - GOOGL has changed by Y% over the past week.\\n - MSFT has changed by Z% over the past week.\\n\\n- **Price Movement Patterns**: \\n - AAPL showed a consistent upward trend, while GOOGL experienced volatility.\\n\\n- **Notable Changes or Volatility**: \\n - AAPL had a notable increase/decrease on [specific date], possibly due to [reason].\\n\\nIf you have access to stock data through other means, you can fill in the details accordingly. If you need further assistance or specific analysis on different stocks, feel free to ask!\", \"model_client_id\": \"finance_analyst\", \"agent_type\": \"financial_analyst\", \"model\": \"gpt-4o-mini\", \"provider\": \"openai\", \"status\": \"completed\"}",
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"end_time": "2025-07-15T12:18:41.662506",
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"start_time": "2025-07-15T12:17:56.201256",
"timestamp": "2025-07-15T12:18:41.662506",
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"model": "gpt-4o-mini",
"model_client_id": "finance_analyst",
"output": "It seems there is a persistent issue with retrieving stock data from the available tools. Unfortunately, I\u0027m unable to access the current stock prices or historical data for the requested symbols (AAPL, GOOGL, MSFT) at this time.\n\nHowever, I can guide you on how to perform a stock market analysis using the following steps:\n\n### Stock Market Analysis Steps\n\n1. **Current Time**: Always start by noting the current time for your analysis timestamp.\n\n2. **Current Stock Prices**:\n - Use a financial news website or stock market app (like Yahoo Finance) to check the latest prices for AAPL, GOOGL, and MSFT.\n\n3. **Historical Data**:\n - Look for the historical stock prices for the past week (or the desired date range) to observe trends. This can usually be found in the \"Historical Data\" section of stock market websites.\n\n4. **Analysis Insights**:\n - **Current Valuation vs Recent Performance**: Compare the current stock prices to their prices from the previous week. Look for percentage changes to assess performance.\n - **Price Movement Patterns**: Analyze the daily closing prices over the past week to identify any patterns (e.g., consistent upward or downward trends).\n - **Notable Changes or Volatility**: Note any significant price changes or volatility. This could be due to market news, earnings reports, or broader economic factors.\n\n### Example Analysis Format\n\n#### Timestamp:\n- [Insert current date and time here]\n\n#### Current Stock Prices:\n- **AAPL**: $[current price]\n- **GOOGL**: $[current price]\n- **MSFT**: $[current price]\n\n#### Historical Performance (Past Week):\n- **AAPL**: [Insert price data]\n- **GOOGL**: [Insert price data]\n- **MSFT**: [Insert price data]\n\n#### Insights:\n- **Current Valuation vs Recent Performance**: \n - AAPL has changed by X% over the past week.\n - GOOGL has changed by Y% over the past week.\n - MSFT has changed by Z% over the past week.\n\n- **Price Movement Patterns**: \n - AAPL showed a consistent upward trend, while GOOGL experienced volatility.\n\n- **Notable Changes or Volatility**: \n - AAPL had a notable increase/decrease on [specific date], possibly due to [reason].\n\nIf you have access to stock data through other means, you can fill in the details accordingly. If you need further assistance or specific analysis on different stocks, feel free to ask!\n__OUTPUTS__ {\"ai_response\": \"It seems there is a persistent issue with retrieving stock data from the available tools. Unfortunately, I\u0027m unable to access the current stock prices or historical data for the requested symbols (AAPL, GOOGL, MSFT) at this time.\\n\\nHowever, I can guide you on how to perform a stock market analysis using the following steps:\\n\\n### Stock Market Analysis Steps\\n\\n1. **Current Time**: Always start by noting the current time for your analysis timestamp.\\n\\n2. **Current Stock Prices**:\\n - Use a financial news website or stock market app (like Yahoo Finance) to check the latest prices for AAPL, GOOGL, and MSFT.\\n\\n3. **Historical Data**:\\n - Look for the historical stock prices for the past week (or the desired date range) to observe trends. This can usually be found in the \\\"Historical Data\\\" section of stock market websites.\\n\\n4. **Analysis Insights**:\\n - **Current Valuation vs Recent Performance**: Compare the current stock prices to their prices from the previous week. Look for percentage changes to assess performance.\\n - **Price Movement Patterns**: Analyze the daily closing prices over the past week to identify any patterns (e.g., consistent upward or downward trends).\\n - **Notable Changes or Volatility**: Note any significant price changes or volatility. This could be due to market news, earnings reports, or broader economic factors.\\n\\n### Example Analysis Format\\n\\n#### Timestamp:\\n- [Insert current date and time here]\\n\\n#### Current Stock Prices:\\n- **AAPL**: $[current price]\\n- **GOOGL**: $[current price]\\n- **MSFT**: $[current price]\\n\\n#### Historical Performance (Past Week):\\n- **AAPL**: [Insert price data]\\n- **GOOGL**: [Insert price data]\\n- **MSFT**: [Insert price data]\\n\\n#### Insights:\\n- **Current Valuation vs Recent Performance**: \\n - AAPL has changed by X% over the past week.\\n - GOOGL has changed by Y% over the past week.\\n - MSFT has changed by Z% over the past week.\\n\\n- **Price Movement Patterns**: \\n - AAPL showed a consistent upward trend, while GOOGL experienced volatility.\\n\\n- **Notable Changes or Volatility**: \\n - AAPL had a notable increase/decrease on [specific date], possibly due to [reason].\\n\\nIf you have access to stock data through other means, you can fill in the details accordingly. If you need further assistance or specific analysis on different stocks, feel free to ask!\", \"model_client_id\": \"finance_analyst\", \"agent_type\": \"financial_analyst\", \"model\": \"gpt-4o-mini\", \"provider\": \"openai\", \"status\": \"completed\"}",
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