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Original file line number Diff line number Diff line change
Expand Up @@ -84,7 +84,7 @@
"\n",
"Our system follows a **hub-and-spoke design**. The **Portfolio Manager agent** is the hub (central coordinator), and the **specialist agents** are the spokes. The user's query (e.g. \"How would a planned interest rate reduction affect my GOOGL holdings?\") goes first to the Portfolio Manager. The Portfolio Manager agent is prompted to break down the problem and delegate to the appropriate specialist agents. It treats each specialist as a callable tool, invoking them for their portion of the analysis. All three report back to the Portfolio Manager, which then synthesizes a final answer for the user.\n",
"\n",
"![Multi-Agent Investment Report Workflow](static/agent_architecture.png)\n"
"![Multi-Agent Investment Report Workflow](../../../images/multi-agent-portfolio-collaboration/agent_architecture.png)\n"
]
},
{
Expand Down Expand Up @@ -449,19 +449,19 @@
"\n",
"Key charts and images:\n",
"\n",
"![GOOGL Daily Returns](static/example_output/googl_daily_returns.png)\n",
"![GOOGL Moving Averages](static/example_output/googl_moving_averages.png)\n",
"![GOOGL RSI](static/example_output/googl_rsi.png)\n",
"![GOOGL Rolling Volatility](static/example_output/googl_rolling_volatility.png)\n",
"![Cumulative Return Comparison](static/example_output/cumulative_return_comparison.png)\n",
"![Rolling Volatility Comparison](static/example_output/rolling_volatility_comparison.png)\n",
"![Rolling Corr/Reg Daily Fed Funds](static/example_output/rolling_corr_reg_daily_fedfunds.png)\n",
"![Rolling Corr/Reg Daily 10Y](static/example_output/rolling_corr_reg_daily_dgs10.png)\n",
"![Rolling Corr/Reg Weekly Fed Funds](static/example_output/rolling_corr_reg_weekly_fedfunds.png)\n",
"![Rolling Corr/Reg Weekly 10Y](static/example_output/rolling_corr_reg_weekly_dgs10.png)\n",
"![GOOGL Quarterly Trends](static/example_output/GOOGL_quarterly_trends.png)\n",
"![GOOGL Quarterly Margins](static/example_output/GOOGL_quarterly_margins.png)\n",
"![GOOGL Analyst Recommendations Trend](static/example_output/GOOGL_analyst_recommendations_trend.png)\n",
"![GOOGL Daily Returns](../../../images/multi-agent-portfolio-collaboration/example_output/googl_daily_returns.png)\n",
"![GOOGL Moving Averages](../../../images/multi-agent-portfolio-collaboration/example_output/googl_moving_averages.png)\n",
"![GOOGL RSI](../../../images/multi-agent-portfolio-collaboration/example_output/googl_rsi.png)\n",
"![GOOGL Rolling Volatility](../../../images/multi-agent-portfolio-collaboration/example_output/googl_rolling_volatility.png)\n",
"![Cumulative Return Comparison](../../../images/multi-agent-portfolio-collaboration/example_output/cumulative_return_comparison.png)\n",
"![Rolling Volatility Comparison](../../../images/multi-agent-portfolio-collaboration/example_output/rolling_volatility_comparison.png)\n",
"![Rolling Corr/Reg Daily Fed Funds](../../../images/multi-agent-portfolio-collaboration/example_output/rolling_corr_reg_daily_fedfunds.png)\n",
"![Rolling Corr/Reg Daily 10Y](../../../images/multi-agent-portfolio-collaboration/example_output/rolling_corr_reg_daily_dgs10.png)\n",
"![Rolling Corr/Reg Weekly Fed Funds](../../../images/multi-agent-portfolio-collaboration/example_output/rolling_corr_reg_weekly_fedfunds.png)\n",
"![Rolling Corr/Reg Weekly 10Y](../../../images/multi-agent-portfolio-collaboration/example_output/rolling_corr_reg_weekly_dgs10.png)\n",
"![GOOGL Quarterly Trends](../../../images/multi-agent-portfolio-collaboration/example_output/GOOGL_quarterly_trends.png)\n",
"![GOOGL Quarterly Margins](../../../images/multi-agent-portfolio-collaboration/example_output/GOOGL_quarterly_margins.png)\n",
"![GOOGL Analyst Recommendations Trend](../../../images/multi-agent-portfolio-collaboration/example_output/GOOGL_analyst_recommendations_trend.png)\n",
"\n",
"The quantitative view is original in its focus on scenario analysis and the modest rate sensitivity, and is aligned with the firm vision by not simply following consensus. Limitations include the short post-pandemic data window and the fact that GOOGL's price is driven by multiple factors (AI, ad market, regulation) beyond rates.\n",
"\n",
Expand Down Expand Up @@ -540,14 +540,6 @@
"\n",
"---"
]
},
{
"cell_type": "markdown",
"id": "b2dbc9fe",
"metadata": {},
"source": [
"``` "
]
}
],
"metadata": {
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -48,19 +48,19 @@ Quantitative analysis confirms that GOOGL's direct sensitivity to interest rates

Key charts and images:

![GOOGL Daily Returns](static/example_output/googl_daily_returns.png)
![GOOGL Moving Averages](static/example_output/googl_moving_averages.png)
![GOOGL RSI](static/example_output/googl_rsi.png)
![GOOGL Rolling Volatility](static/example_output/googl_rolling_volatility.png)
![Cumulative Return Comparison](static/example_output/cumulative_return_comparison.png)
![Rolling Volatility Comparison](static/example_output/rolling_volatility_comparison.png)
![Rolling Corr/Reg Daily Fed Funds](static/example_output/rolling_corr_reg_daily_fedfunds.png)
![Rolling Corr/Reg Daily 10Y](static/example_output/rolling_corr_reg_daily_dgs10.png)
![Rolling Corr/Reg Weekly Fed Funds](static/example_output/rolling_corr_reg_weekly_fedfunds.png)
![Rolling Corr/Reg Weekly 10Y](static/example_output/rolling_corr_reg_weekly_dgs10.png)
![GOOGL Quarterly Trends](static/example_output/GOOGL_quarterly_trends.png)
![GOOGL Quarterly Margins](static/example_output/GOOGL_quarterly_margins.png)
![GOOGL Analyst Recommendations Trend](static/example_output/GOOGL_analyst_recommendations_trend.png)
![GOOGL Daily Returns](../../../images/multi-agent-portfolio-collaboration/example_output/googl_daily_returns.png)
![GOOGL Moving Averages](../../../images/multi-agent-portfolio-collaboration/example_output/googl_moving_averages.png)
![GOOGL RSI](../../../images/multi-agent-portfolio-collaboration/example_output/googl_rsi.png)
![GOOGL Rolling Volatility](../../../images/multi-agent-portfolio-collaboration/example_output/googl_rolling_volatility.png)
![Cumulative Return Comparison](../../../images/multi-agent-portfolio-collaboration/example_output/cumulative_return_comparison.png)
![Rolling Volatility Comparison](../../../images/multi-agent-portfolio-collaboration/example_output/rolling_volatility_comparison.png)
![Rolling Corr/Reg Daily Fed Funds](../../../images/multi-agent-portfolio-collaboration/example_output/rolling_corr_reg_daily_fedfunds.png)
![Rolling Corr/Reg Daily 10Y](../../../images/multi-agent-portfolio-collaboration/example_output/rolling_corr_reg_daily_dgs10.png)
![Rolling Corr/Reg Weekly Fed Funds](../../../images/multi-agent-portfolio-collaboration/example_output/rolling_corr_reg_weekly_fedfunds.png)
![Rolling Corr/Reg Weekly 10Y](../../../images/multi-agent-portfolio-collaboration/example_output/rolling_corr_reg_weekly_dgs10.png)
![GOOGL Quarterly Trends](../../../images/multi-agent-portfolio-collaboration/example_output/GOOGL_quarterly_trends.png)
![GOOGL Quarterly Margins](../../../images/multi-agent-portfolio-collaboration/example_output/GOOGL_quarterly_margins.png)
![GOOGL Analyst Recommendations Trend](../../../images/multi-agent-portfolio-collaboration/example_output/GOOGL_analyst_recommendations_trend.png)

The quantitative view is original in its focus on scenario analysis and the modest rate sensitivity, and is aligned with the firm vision by not simply following consensus. Limitations include the short post-pandemic data window and the fact that GOOGL's price is driven by multiple factors (AI, ad market, regulation) beyond rates.

Expand Down