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"output": "=== YAHOO FINANCE STOCK ANALYSIS REPORT ===\nGenerated: 2025-07-23 12:31:51 UTC\nSymbols Analyzed: AAPL,GOOGL,MSFT\n==================================================\n\n\ud83d\udcc8 Analysis Results:\n--------------------------------------------------\n### Stock Market Analysis Report\n**Timestamp:** 2025-07-23 12:31:29 UTC\n\n#### Current Stock Prices\n- **Apple Inc. (AAPL):** $214.40\n- **Alphabet Inc. (GOOGL):** $191.34\n- **Microsoft Corporation (MSFT):** $505.27\n\n#### Historical Data (Past Week)\n- **AAPL:**\n - July 17: $210.02\n - July 18: $211.18\n - July 21: $212.48\n - July 22: $214.40\n\n- **GOOGL:**\n - July 17: $183.58\n - July 18: $185.06\n - July 21: $190.10\n - July 22: $191.34\n\n- **MSFT:**\n - July 17: $511.70\n - July 18: $510.05\n - July 21: $510.06\n - July 22: $505.27\n\n### Insights\n#### 1. Current Valuation vs Recent Performance\n- **AAPL:** The current price of $214.40 reflects a strong upward trend over the past week, increasing from $210.02 to $214.40, indicating positive market sentiment.\n- **GOOGL:** The price has risen from $183.58 to $191.34, showcasing a recovery and growth trend, suggesting investor confidence is returning.\n- **MSFT:** Despite a slight decrease from $511.70 to $505.27, the stock remains relatively stable, indicating resilience in a fluctuating market.\n\n#### 2. Price Movement Patterns\n- **AAPL:** Consistent upward movement, with a notable increase of approximately 2.26% over the past week.\n- **GOOGL:** Exhibited a strong recovery with an increase of about 4.07% over the same period, indicating a positive shift in investor sentiment.\n- **MSFT:** The stock has shown minor volatility, with a decrease of around 1.06%, suggesting some profit-taking or market correction.\n\n#### 3. Notable Changes or Volatility\n- **AAPL and GOOGL** have shown significant upward momentum, which could be attributed to positive earnings reports or favorable market conditions.\n- **MSFT\u0027s** slight decline may reflect broader market trends or sector-specific challenges, but overall, it remains a strong performer relative to its historical performance.\n\n### Conclusion\nThe analysis indicates a generally positive outlook for AAPL and GOOGL, with both stocks showing strong upward trends. MSFT, while experiencing slight volatility, remains a solid investment. Investors should continue to monitor these stocks for further developments, particularly in light of upcoming earnings reports and market conditions.\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: 2025-07-23 12:31:51 UTC\nSymbols Analyzed: AAPL,GOOGL,MSFT\n==================================================\n\n\ud83d\udcc8 Analysis Results:\n--------------------------------------------------\n### Stock Market Analysis Report\n**Timestamp:** 2025-07-23 12:31:29 UTC\n\n#### Current Stock Prices\n- **Apple Inc. (AAPL):** $214.40\n- **Alphabet Inc. (GOOGL):** $191.34\n- **Microsoft Corporation (MSFT):** $505.27\n\n#### Historical Data (Past Week)\n- **AAPL:**\n - July 17: $210.02\n - July 18: $211.18\n - July 21: $212.48\n - July 22: $214.40\n\n- **GOOGL:**\n - July 17: $183.58\n - July 18: $185.06\n - July 21: $190.10\n - July 22: $191.34\n\n- **MSFT:**\n - July 17: $511.70\n - July 18: $510.05\n - July 21: $510.06\n - July 22: $505.27\n\n### Insights\n#### 1. Current Valuation vs Recent Performance\n- **AAPL:** The current price of $214.40 reflects a strong upward trend over the past week, increasing from $210.02 to $214.40, indicating positive market sentiment.\n- **GOOGL:** The price has risen from $183.58 to $191.34, showcasing a recovery and growth trend, suggesting investor confidence is returning.\n- **MSFT:** Despite a slight decrease from $511.70 to $505.27, the stock remains relatively stable, indicating resilience in a fluctuating market.\n\n#### 2. Price Movement Patterns\n- **AAPL:** Consistent upward movement, with a notable increase of approximately 2.26% over the past week.\n- **GOOGL:** Exhibited a strong recovery with an increase of about 4.07% over the same period, indicating a positive shift in investor sentiment.\n- **MSFT:** The stock has shown minor volatility, with a decrease of around 1.06%, suggesting some profit-taking or market correction.\n\n#### 3. Notable Changes or Volatility\n- **AAPL and GOOGL** have shown significant upward momentum, which could be attributed to positive earnings reports or favorable market conditions.\n- **MSFT\u0027s** slight decline may reflect broader market trends or sector-specific challenges, but overall, it remains a strong performer relative to its historical performance.\n\n### Conclusion\nThe analysis indicates a generally positive outlook for AAPL and GOOGL, with both stocks showing strong upward trends. MSFT, while experiencing slight volatility, remains a solid investment. Investors should continue to monitor these stocks for further developments, particularly in light of upcoming earnings reports and market conditions.\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": "### Stock Market Analysis Report\n**Timestamp:** 2025-07-23 12:31:29 UTC\n\n#### Current Stock Prices\n- **Apple Inc. (AAPL):** $214.40\n- **Alphabet Inc. (GOOGL):** $191.34\n- **Microsoft Corporation (MSFT):** $505.27\n\n#### Historical Data (Past Week)\n- **AAPL:**\n - July 17: $210.02\n - July 18: $211.18\n - July 21: $212.48\n - July 22: $214.40\n\n- **GOOGL:**\n - July 17: $183.58\n - July 18: $185.06\n - July 21: $190.10\n - July 22: $191.34\n\n- **MSFT:**\n - July 17: $511.70\n - July 18: $510.05\n - July 21: $510.06\n - July 22: $505.27\n\n### Insights\n#### 1. Current Valuation vs Recent Performance\n- **AAPL:** The current price of $214.40 reflects a strong upward trend over the past week, increasing from $210.02 to $214.40, indicating positive market sentiment.\n- **GOOGL:** The price has risen from $183.58 to $191.34, showcasing a recovery and growth trend, suggesting investor confidence is returning.\n- **MSFT:** Despite a slight decrease from $511.70 to $505.27, the stock remains relatively stable, indicating resilience in a fluctuating market.\n\n#### 2. Price Movement Patterns\n- **AAPL:** Consistent upward movement, with a notable increase of approximately 2.26% over the past week.\n- **GOOGL:** Exhibited a strong recovery with an increase of about 4.07% over the same period, indicating a positive shift in investor sentiment.\n- **MSFT:** The stock has shown minor volatility, with a decrease of around 1.06%, suggesting some profit-taking or market correction.\n\n#### 3. Notable Changes or Volatility\n- **AAPL and GOOGL** have shown significant upward momentum, which could be attributed to positive earnings reports or favorable market conditions.\n- **MSFT\u0027s** slight decline may reflect broader market trends or sector-specific challenges, but overall, it remains a strong performer relative to its historical performance.\n\n### Conclusion\nThe analysis indicates a generally positive outlook for AAPL and GOOGL, with both stocks showing strong upward trends. MSFT, while experiencing slight volatility, remains a solid investment. Investors should continue to monitor these stocks for further developments, particularly in light of upcoming earnings reports and market conditions.",
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"output": "### Stock Market Analysis Report\n**Timestamp:** 2025-07-23 12:31:29 UTC\n\n#### Current Stock Prices\n- **Apple Inc. (AAPL):** $214.40\n- **Alphabet Inc. (GOOGL):** $191.34\n- **Microsoft Corporation (MSFT):** $505.27\n\n#### Historical Data (Past Week)\n- **AAPL:**\n - July 17: $210.02\n - July 18: $211.18\n - July 21: $212.48\n - July 22: $214.40\n\n- **GOOGL:**\n - July 17: $183.58\n - July 18: $185.06\n - July 21: $190.10\n - July 22: $191.34\n\n- **MSFT:**\n - July 17: $511.70\n - July 18: $510.05\n - July 21: $510.06\n - July 22: $505.27\n\n### Insights\n#### 1. Current Valuation vs Recent Performance\n- **AAPL:** The current price of $214.40 reflects a strong upward trend over the past week, increasing from $210.02 to $214.40, indicating positive market sentiment.\n- **GOOGL:** The price has risen from $183.58 to $191.34, showcasing a recovery and growth trend, suggesting investor confidence is returning.\n- **MSFT:** Despite a slight decrease from $511.70 to $505.27, the stock remains relatively stable, indicating resilience in a fluctuating market.\n\n#### 2. Price Movement Patterns\n- **AAPL:** Consistent upward movement, with a notable increase of approximately 2.26% over the past week.\n- **GOOGL:** Exhibited a strong recovery with an increase of about 4.07% over the same period, indicating a positive shift in investor sentiment.\n- **MSFT:** The stock has shown minor volatility, with a decrease of around 1.06%, suggesting some profit-taking or market correction.\n\n#### 3. Notable Changes or Volatility\n- **AAPL and GOOGL** have shown significant upward momentum, which could be attributed to positive earnings reports or favorable market conditions.\n- **MSFT\u0027s** slight decline may reflect broader market trends or sector-specific challenges, but overall, it remains a strong performer relative to its historical performance.\n\n### Conclusion\nThe analysis indicates a generally positive outlook for AAPL and GOOGL, with both stocks showing strong upward trends. MSFT, while experiencing slight volatility, remains a solid investment. Investors should continue to monitor these stocks for further developments, particularly in light of upcoming earnings reports and market conditions.\n__OUTPUTS__ {\"ai_response\": \"### Stock Market Analysis Report\\n**Timestamp:** 2025-07-23 12:31:29 UTC\\n\\n#### Current Stock Prices\\n- **Apple Inc. (AAPL):** $214.40\\n- **Alphabet Inc. (GOOGL):** $191.34\\n- **Microsoft Corporation (MSFT):** $505.27\\n\\n#### Historical Data (Past Week)\\n- **AAPL:**\\n - July 17: $210.02\\n - July 18: $211.18\\n - July 21: $212.48\\n - July 22: $214.40\\n\\n- **GOOGL:**\\n - July 17: $183.58\\n - July 18: $185.06\\n - July 21: $190.10\\n - July 22: $191.34\\n\\n- **MSFT:**\\n - July 17: $511.70\\n - July 18: $510.05\\n - July 21: $510.06\\n - July 22: $505.27\\n\\n### Insights\\n#### 1. Current Valuation vs Recent Performance\\n- **AAPL:** The current price of $214.40 reflects a strong upward trend over the past week, increasing from $210.02 to $214.40, indicating positive market sentiment.\\n- **GOOGL:** The price has risen from $183.58 to $191.34, showcasing a recovery and growth trend, suggesting investor confidence is returning.\\n- **MSFT:** Despite a slight decrease from $511.70 to $505.27, the stock remains relatively stable, indicating resilience in a fluctuating market.\\n\\n#### 2. Price Movement Patterns\\n- **AAPL:** Consistent upward movement, with a notable increase of approximately 2.26% over the past week.\\n- **GOOGL:** Exhibited a strong recovery with an increase of about 4.07% over the same period, indicating a positive shift in investor sentiment.\\n- **MSFT:** The stock has shown minor volatility, with a decrease of around 1.06%, suggesting some profit-taking or market correction.\\n\\n#### 3. Notable Changes or Volatility\\n- **AAPL and GOOGL** have shown significant upward momentum, which could be attributed to positive earnings reports or favorable market conditions.\\n- **MSFT\u0027s** slight decline may reflect broader market trends or sector-specific challenges, but overall, it remains a strong performer relative to its historical performance.\\n\\n### Conclusion\\nThe analysis indicates a generally positive outlook for AAPL and GOOGL, with both stocks showing strong upward trends. MSFT, while experiencing slight volatility, remains a solid investment. Investors should continue to monitor these stocks for further developments, particularly in light of upcoming earnings reports and market conditions.\", \"model_client_id\": \"finance_analyst\", \"agent_type\": \"financial_analyst\", \"model\": \"gpt-4o-mini\", \"provider\": \"openai\", \"status\": \"completed\", \"token_usage\": {\"prompt_tokens\": 4260, \"completion_tokens\": 935, \"total_tokens\": 5195, \"estimated_cost\": {\"amount\": 0.0012, \"currency\": \"USD\"}, \"model\": \"gpt-4o-mini\", \"provider\": \"openai\"}}",
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"output": "### Stock Market Analysis Report\n**Timestamp:** 2025-07-23 12:31:29 UTC\n\n#### Current Stock Prices\n- **Apple Inc. (AAPL):** $214.40\n- **Alphabet Inc. (GOOGL):** $191.34\n- **Microsoft Corporation (MSFT):** $505.27\n\n#### Historical Data (Past Week)\n- **AAPL:**\n - July 17: $210.02\n - July 18: $211.18\n - July 21: $212.48\n - July 22: $214.40\n\n- **GOOGL:**\n - July 17: $183.58\n - July 18: $185.06\n - July 21: $190.10\n - July 22: $191.34\n\n- **MSFT:**\n - July 17: $511.70\n - July 18: $510.05\n - July 21: $510.06\n - July 22: $505.27\n\n### Insights\n#### 1. Current Valuation vs Recent Performance\n- **AAPL:** The current price of $214.40 reflects a strong upward trend over the past week, increasing from $210.02 to $214.40, indicating positive market sentiment.\n- **GOOGL:** The price has risen from $183.58 to $191.34, showcasing a recovery and growth trend, suggesting investor confidence is returning.\n- **MSFT:** Despite a slight decrease from $511.70 to $505.27, the stock remains relatively stable, indicating resilience in a fluctuating market.\n\n#### 2. Price Movement Patterns\n- **AAPL:** Consistent upward movement, with a notable increase of approximately 2.26% over the past week.\n- **GOOGL:** Exhibited a strong recovery with an increase of about 4.07% over the same period, indicating a positive shift in investor sentiment.\n- **MSFT:** The stock has shown minor volatility, with a decrease of around 1.06%, suggesting some profit-taking or market correction.\n\n#### 3. Notable Changes or Volatility\n- **AAPL and GOOGL** have shown significant upward momentum, which could be attributed to positive earnings reports or favorable market conditions.\n- **MSFT\u0027s** slight decline may reflect broader market trends or sector-specific challenges, but overall, it remains a strong performer relative to its historical performance.\n\n### Conclusion\nThe analysis indicates a generally positive outlook for AAPL and GOOGL, with both stocks showing strong upward trends. MSFT, while experiencing slight volatility, remains a solid investment. Investors should continue to monitor these stocks for further developments, particularly in light of upcoming earnings reports and market conditions.\n__OUTPUTS__ {\"ai_response\": \"### Stock Market Analysis Report\\n**Timestamp:** 2025-07-23 12:31:29 UTC\\n\\n#### Current Stock Prices\\n- **Apple Inc. (AAPL):** $214.40\\n- **Alphabet Inc. (GOOGL):** $191.34\\n- **Microsoft Corporation (MSFT):** $505.27\\n\\n#### Historical Data (Past Week)\\n- **AAPL:**\\n - July 17: $210.02\\n - July 18: $211.18\\n - July 21: $212.48\\n - July 22: $214.40\\n\\n- **GOOGL:**\\n - July 17: $183.58\\n - July 18: $185.06\\n - July 21: $190.10\\n - July 22: $191.34\\n\\n- **MSFT:**\\n - July 17: $511.70\\n - July 18: $510.05\\n - July 21: $510.06\\n - July 22: $505.27\\n\\n### Insights\\n#### 1. Current Valuation vs Recent Performance\\n- **AAPL:** The current price of $214.40 reflects a strong upward trend over the past week, increasing from $210.02 to $214.40, indicating positive market sentiment.\\n- **GOOGL:** The price has risen from $183.58 to $191.34, showcasing a recovery and growth trend, suggesting investor confidence is returning.\\n- **MSFT:** Despite a slight decrease from $511.70 to $505.27, the stock remains relatively stable, indicating resilience in a fluctuating market.\\n\\n#### 2. Price Movement Patterns\\n- **AAPL:** Consistent upward movement, with a notable increase of approximately 2.26% over the past week.\\n- **GOOGL:** Exhibited a strong recovery with an increase of about 4.07% over the same period, indicating a positive shift in investor sentiment.\\n- **MSFT:** The stock has shown minor volatility, with a decrease of around 1.06%, suggesting some profit-taking or market correction.\\n\\n#### 3. Notable Changes or Volatility\\n- **AAPL and GOOGL** have shown significant upward momentum, which could be attributed to positive earnings reports or favorable market conditions.\\n- **MSFT\u0027s** slight decline may reflect broader market trends or sector-specific challenges, but overall, it remains a strong performer relative to its historical performance.\\n\\n### Conclusion\\nThe analysis indicates a generally positive outlook for AAPL and GOOGL, with both stocks showing strong upward trends. MSFT, while experiencing slight volatility, remains a solid investment. Investors should continue to monitor these stocks for further developments, particularly in light of upcoming earnings reports and market conditions.\", \"model_client_id\": \"finance_analyst\", \"agent_type\": \"financial_analyst\", \"model\": \"gpt-4o-mini\", \"provider\": \"openai\", \"status\": \"completed\", \"token_usage\": {\"prompt_tokens\": 4260, \"completion_tokens\": 935, \"total_tokens\": 5195, \"estimated_cost\": {\"amount\": 0.0012, \"currency\": \"USD\"}, \"model\": \"gpt-4o-mini\", \"provider\": \"openai\"}}",
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"output": "=== YAHOO FINANCE STOCK ANALYSIS REPORT ===\nGenerated: 2025-07-23 12:31:51 UTC\nSymbols Analyzed: AAPL,GOOGL,MSFT\n==================================================\n\n\ud83d\udcc8 Analysis Results:\n--------------------------------------------------\n### Stock Market Analysis Report\n**Timestamp:** 2025-07-23 12:31:29 UTC\n\n#### Current Stock Prices\n- **Apple Inc. (AAPL):** $214.40\n- **Alphabet Inc. (GOOGL):** $191.34\n- **Microsoft Corporation (MSFT):** $505.27\n\n#### Historical Data (Past Week)\n- **AAPL:**\n - July 17: $210.02\n - July 18: $211.18\n - July 21: $212.48\n - July 22: $214.40\n\n- **GOOGL:**\n - July 17: $183.58\n - July 18: $185.06\n - July 21: $190.10\n - July 22: $191.34\n\n- **MSFT:**\n - July 17: $511.70\n - July 18: $510.05\n - July 21: $510.06\n - July 22: $505.27\n\n### Insights\n#### 1. Current Valuation vs Recent Performance\n- **AAPL:** The current price of $214.40 reflects a strong upward trend over the past week, increasing from $210.02 to $214.40, indicating positive market sentiment.\n- **GOOGL:** The price has risen from $183.58 to $191.34, showcasing a recovery and growth trend, suggesting investor confidence is returning.\n- **MSFT:** Despite a slight decrease from $511.70 to $505.27, the stock remains relatively stable, indicating resilience in a fluctuating market.\n\n#### 2. Price Movement Patterns\n- **AAPL:** Consistent upward movement, with a notable increase of approximately 2.26% over the past week.\n- **GOOGL:** Exhibited a strong recovery with an increase of about 4.07% over the same period, indicating a positive shift in investor sentiment.\n- **MSFT:** The stock has shown minor volatility, with a decrease of around 1.06%, suggesting some profit-taking or market correction.\n\n#### 3. Notable Changes or Volatility\n- **AAPL and GOOGL** have shown significant upward momentum, which could be attributed to positive earnings reports or favorable market conditions.\n- **MSFT\u0027s** slight decline may reflect broader market trends or sector-specific challenges, but overall, it remains a strong performer relative to its historical performance.\n\n### Conclusion\nThe analysis indicates a generally positive outlook for AAPL and GOOGL, with both stocks showing strong upward trends. MSFT, while experiencing slight volatility, remains a solid investment. Investors should continue to monitor these stocks for further developments, particularly in light of upcoming earnings reports and market conditions.\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: 2025-07-23 12:31:51 UTC\nSymbols Analyzed: AAPL,GOOGL,MSFT\n==================================================\n\n\ud83d\udcc8 Analysis Results:\n--------------------------------------------------\n### Stock Market Analysis Report\n**Timestamp:** 2025-07-23 12:31:29 UTC\n\n#### Current Stock Prices\n- **Apple Inc. (AAPL):** $214.40\n- **Alphabet Inc. (GOOGL):** $191.34\n- **Microsoft Corporation (MSFT):** $505.27\n\n#### Historical Data (Past Week)\n- **AAPL:**\n - July 17: $210.02\n - July 18: $211.18\n - July 21: $212.48\n - July 22: $214.40\n\n- **GOOGL:**\n - July 17: $183.58\n - July 18: $185.06\n - July 21: $190.10\n - July 22: $191.34\n\n- **MSFT:**\n - July 17: $511.70\n - July 18: $510.05\n - July 21: $510.06\n - July 22: $505.27\n\n### Insights\n#### 1. Current Valuation vs Recent Performance\n- **AAPL:** The current price of $214.40 reflects a strong upward trend over the past week, increasing from $210.02 to $214.40, indicating positive market sentiment.\n- **GOOGL:** The price has risen from $183.58 to $191.34, showcasing a recovery and growth trend, suggesting investor confidence is returning.\n- **MSFT:** Despite a slight decrease from $511.70 to $505.27, the stock remains relatively stable, indicating resilience in a fluctuating market.\n\n#### 2. Price Movement Patterns\n- **AAPL:** Consistent upward movement, with a notable increase of approximately 2.26% over the past week.\n- **GOOGL:** Exhibited a strong recovery with an increase of about 4.07% over the same period, indicating a positive shift in investor sentiment.\n- **MSFT:** The stock has shown minor volatility, with a decrease of around 1.06%, suggesting some profit-taking or market correction.\n\n#### 3. Notable Changes or Volatility\n- **AAPL and GOOGL** have shown significant upward momentum, which could be attributed to positive earnings reports or favorable market conditions.\n- **MSFT\u0027s** slight decline may reflect broader market trends or sector-specific challenges, but overall, it remains a strong performer relative to its historical performance.\n\n### Conclusion\nThe analysis indicates a generally positive outlook for AAPL and GOOGL, with both stocks showing strong upward trends. MSFT, while experiencing slight volatility, remains a solid investment. Investors should continue to monitor these stocks for further developments, particularly in light of upcoming earnings reports and market conditions.\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": "### Stock Market Analysis Report\n**Timestamp:** 2025-07-23 12:31:29 UTC\n\n#### Current Stock Prices\n- **Apple Inc. (AAPL):** $214.40\n- **Alphabet Inc. (GOOGL):** $191.34\n- **Microsoft Corporation (MSFT):** $505.27\n\n#### Historical Data (Past Week)\n- **AAPL:**\n - July 17: $210.02\n - July 18: $211.18\n - July 21: $212.48\n - July 22: $214.40\n\n- **GOOGL:**\n - July 17: $183.58\n - July 18: $185.06\n - July 21: $190.10\n - July 22: $191.34\n\n- **MSFT:**\n - July 17: $511.70\n - July 18: $510.05\n - July 21: $510.06\n - July 22: $505.27\n\n### Insights\n#### 1. Current Valuation vs Recent Performance\n- **AAPL:** The current price of $214.40 reflects a strong upward trend over the past week, increasing from $210.02 to $214.40, indicating positive market sentiment.\n- **GOOGL:** The price has risen from $183.58 to $191.34, showcasing a recovery and growth trend, suggesting investor confidence is returning.\n- **MSFT:** Despite a slight decrease from $511.70 to $505.27, the stock remains relatively stable, indicating resilience in a fluctuating market.\n\n#### 2. Price Movement Patterns\n- **AAPL:** Consistent upward movement, with a notable increase of approximately 2.26% over the past week.\n- **GOOGL:** Exhibited a strong recovery with an increase of about 4.07% over the same period, indicating a positive shift in investor sentiment.\n- **MSFT:** The stock has shown minor volatility, with a decrease of around 1.06%, suggesting some profit-taking or market correction.\n\n#### 3. Notable Changes or Volatility\n- **AAPL and GOOGL** have shown significant upward momentum, which could be attributed to positive earnings reports or favorable market conditions.\n- **MSFT\u0027s** slight decline may reflect broader market trends or sector-specific challenges, but overall, it remains a strong performer relative to its historical performance.\n\n### Conclusion\nThe analysis indicates a generally positive outlook for AAPL and GOOGL, with both stocks showing strong upward trends. MSFT, while experiencing slight volatility, remains a solid investment. Investors should continue to monitor these stocks for further developments, particularly in light of upcoming earnings reports and market conditions.",
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"output": "### Stock Market Analysis Report\n**Timestamp:** 2025-07-23 12:31:29 UTC\n\n#### Current Stock Prices\n- **Apple Inc. (AAPL):** $214.40\n- **Alphabet Inc. (GOOGL):** $191.34\n- **Microsoft Corporation (MSFT):** $505.27\n\n#### Historical Data (Past Week)\n- **AAPL:**\n - July 17: $210.02\n - July 18: $211.18\n - July 21: $212.48\n - July 22: $214.40\n\n- **GOOGL:**\n - July 17: $183.58\n - July 18: $185.06\n - July 21: $190.10\n - July 22: $191.34\n\n- **MSFT:**\n - July 17: $511.70\n - July 18: $510.05\n - July 21: $510.06\n - July 22: $505.27\n\n### Insights\n#### 1. Current Valuation vs Recent Performance\n- **AAPL:** The current price of $214.40 reflects a strong upward trend over the past week, increasing from $210.02 to $214.40, indicating positive market sentiment.\n- **GOOGL:** The price has risen from $183.58 to $191.34, showcasing a recovery and growth trend, suggesting investor confidence is returning.\n- **MSFT:** Despite a slight decrease from $511.70 to $505.27, the stock remains relatively stable, indicating resilience in a fluctuating market.\n\n#### 2. Price Movement Patterns\n- **AAPL:** Consistent upward movement, with a notable increase of approximately 2.26% over the past week.\n- **GOOGL:** Exhibited a strong recovery with an increase of about 4.07% over the same period, indicating a positive shift in investor sentiment.\n- **MSFT:** The stock has shown minor volatility, with a decrease of around 1.06%, suggesting some profit-taking or market correction.\n\n#### 3. Notable Changes or Volatility\n- **AAPL and GOOGL** have shown significant upward momentum, which could be attributed to positive earnings reports or favorable market conditions.\n- **MSFT\u0027s** slight decline may reflect broader market trends or sector-specific challenges, but overall, it remains a strong performer relative to its historical performance.\n\n### Conclusion\nThe analysis indicates a generally positive outlook for AAPL and GOOGL, with both stocks showing strong upward trends. MSFT, while experiencing slight volatility, remains a solid investment. Investors should continue to monitor these stocks for further developments, particularly in light of upcoming earnings reports and market conditions.\n__OUTPUTS__ {\"ai_response\": \"### Stock Market Analysis Report\\n**Timestamp:** 2025-07-23 12:31:29 UTC\\n\\n#### Current Stock Prices\\n- **Apple Inc. (AAPL):** $214.40\\n- **Alphabet Inc. (GOOGL):** $191.34\\n- **Microsoft Corporation (MSFT):** $505.27\\n\\n#### Historical Data (Past Week)\\n- **AAPL:**\\n - July 17: $210.02\\n - July 18: $211.18\\n - July 21: $212.48\\n - July 22: $214.40\\n\\n- **GOOGL:**\\n - July 17: $183.58\\n - July 18: $185.06\\n - July 21: $190.10\\n - July 22: $191.34\\n\\n- **MSFT:**\\n - July 17: $511.70\\n - July 18: $510.05\\n - July 21: $510.06\\n - July 22: $505.27\\n\\n### Insights\\n#### 1. Current Valuation vs Recent Performance\\n- **AAPL:** The current price of $214.40 reflects a strong upward trend over the past week, increasing from $210.02 to $214.40, indicating positive market sentiment.\\n- **GOOGL:** The price has risen from $183.58 to $191.34, showcasing a recovery and growth trend, suggesting investor confidence is returning.\\n- **MSFT:** Despite a slight decrease from $511.70 to $505.27, the stock remains relatively stable, indicating resilience in a fluctuating market.\\n\\n#### 2. Price Movement Patterns\\n- **AAPL:** Consistent upward movement, with a notable increase of approximately 2.26% over the past week.\\n- **GOOGL:** Exhibited a strong recovery with an increase of about 4.07% over the same period, indicating a positive shift in investor sentiment.\\n- **MSFT:** The stock has shown minor volatility, with a decrease of around 1.06%, suggesting some profit-taking or market correction.\\n\\n#### 3. Notable Changes or Volatility\\n- **AAPL and GOOGL** have shown significant upward momentum, which could be attributed to positive earnings reports or favorable market conditions.\\n- **MSFT\u0027s** slight decline may reflect broader market trends or sector-specific challenges, but overall, it remains a strong performer relative to its historical performance.\\n\\n### Conclusion\\nThe analysis indicates a generally positive outlook for AAPL and GOOGL, with both stocks showing strong upward trends. MSFT, while experiencing slight volatility, remains a solid investment. Investors should continue to monitor these stocks for further developments, particularly in light of upcoming earnings reports and market conditions.\", \"model_client_id\": \"finance_analyst\", \"agent_type\": \"financial_analyst\", \"model\": \"gpt-4o-mini\", \"provider\": \"openai\", \"status\": \"completed\", \"token_usage\": {\"prompt_tokens\": 4260, \"completion_tokens\": 935, \"total_tokens\": 5195, \"estimated_cost\": {\"amount\": 0.0012, \"currency\": \"USD\"}, \"model\": \"gpt-4o-mini\", \"provider\": \"openai\"}}",
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"output": "### Stock Market Analysis Report\n**Timestamp:** 2025-07-23 12:31:29 UTC\n\n#### Current Stock Prices\n- **Apple Inc. (AAPL):** $214.40\n- **Alphabet Inc. (GOOGL):** $191.34\n- **Microsoft Corporation (MSFT):** $505.27\n\n#### Historical Data (Past Week)\n- **AAPL:**\n - July 17: $210.02\n - July 18: $211.18\n - July 21: $212.48\n - July 22: $214.40\n\n- **GOOGL:**\n - July 17: $183.58\n - July 18: $185.06\n - July 21: $190.10\n - July 22: $191.34\n\n- **MSFT:**\n - July 17: $511.70\n - July 18: $510.05\n - July 21: $510.06\n - July 22: $505.27\n\n### Insights\n#### 1. Current Valuation vs Recent Performance\n- **AAPL:** The current price of $214.40 reflects a strong upward trend over the past week, increasing from $210.02 to $214.40, indicating positive market sentiment.\n- **GOOGL:** The price has risen from $183.58 to $191.34, showcasing a recovery and growth trend, suggesting investor confidence is returning.\n- **MSFT:** Despite a slight decrease from $511.70 to $505.27, the stock remains relatively stable, indicating resilience in a fluctuating market.\n\n#### 2. Price Movement Patterns\n- **AAPL:** Consistent upward movement, with a notable increase of approximately 2.26% over the past week.\n- **GOOGL:** Exhibited a strong recovery with an increase of about 4.07% over the same period, indicating a positive shift in investor sentiment.\n- **MSFT:** The stock has shown minor volatility, with a decrease of around 1.06%, suggesting some profit-taking or market correction.\n\n#### 3. Notable Changes or Volatility\n- **AAPL and GOOGL** have shown significant upward momentum, which could be attributed to positive earnings reports or favorable market conditions.\n- **MSFT\u0027s** slight decline may reflect broader market trends or sector-specific challenges, but overall, it remains a strong performer relative to its historical performance.\n\n### Conclusion\nThe analysis indicates a generally positive outlook for AAPL and GOOGL, with both stocks showing strong upward trends. MSFT, while experiencing slight volatility, remains a solid investment. Investors should continue to monitor these stocks for further developments, particularly in light of upcoming earnings reports and market conditions.\n__OUTPUTS__ {\"ai_response\": \"### Stock Market Analysis Report\\n**Timestamp:** 2025-07-23 12:31:29 UTC\\n\\n#### Current Stock Prices\\n- **Apple Inc. (AAPL):** $214.40\\n- **Alphabet Inc. (GOOGL):** $191.34\\n- **Microsoft Corporation (MSFT):** $505.27\\n\\n#### Historical Data (Past Week)\\n- **AAPL:**\\n - July 17: $210.02\\n - July 18: $211.18\\n - July 21: $212.48\\n - July 22: $214.40\\n\\n- **GOOGL:**\\n - July 17: $183.58\\n - July 18: $185.06\\n - July 21: $190.10\\n - July 22: $191.34\\n\\n- **MSFT:**\\n - July 17: $511.70\\n - July 18: $510.05\\n - July 21: $510.06\\n - July 22: $505.27\\n\\n### Insights\\n#### 1. Current Valuation vs Recent Performance\\n- **AAPL:** The current price of $214.40 reflects a strong upward trend over the past week, increasing from $210.02 to $214.40, indicating positive market sentiment.\\n- **GOOGL:** The price has risen from $183.58 to $191.34, showcasing a recovery and growth trend, suggesting investor confidence is returning.\\n- **MSFT:** Despite a slight decrease from $511.70 to $505.27, the stock remains relatively stable, indicating resilience in a fluctuating market.\\n\\n#### 2. Price Movement Patterns\\n- **AAPL:** Consistent upward movement, with a notable increase of approximately 2.26% over the past week.\\n- **GOOGL:** Exhibited a strong recovery with an increase of about 4.07% over the same period, indicating a positive shift in investor sentiment.\\n- **MSFT:** The stock has shown minor volatility, with a decrease of around 1.06%, suggesting some profit-taking or market correction.\\n\\n#### 3. Notable Changes or Volatility\\n- **AAPL and GOOGL** have shown significant upward momentum, which could be attributed to positive earnings reports or favorable market conditions.\\n- **MSFT\u0027s** slight decline may reflect broader market trends or sector-specific challenges, but overall, it remains a strong performer relative to its historical performance.\\n\\n### Conclusion\\nThe analysis indicates a generally positive outlook for AAPL and GOOGL, with both stocks showing strong upward trends. MSFT, while experiencing slight volatility, remains a solid investment. Investors should continue to monitor these stocks for further developments, particularly in light of upcoming earnings reports and market conditions.\", \"model_client_id\": \"finance_analyst\", \"agent_type\": \"financial_analyst\", \"model\": \"gpt-4o-mini\", \"provider\": \"openai\", \"status\": \"completed\", \"token_usage\": {\"prompt_tokens\": 4260, \"completion_tokens\": 935, \"total_tokens\": 5195, \"estimated_cost\": {\"amount\": 0.0012, \"currency\": \"USD\"}, \"model\": \"gpt-4o-mini\", \"provider\": \"openai\"}}",
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