fix

cookbook/agents/49_media_trend_analysis_agent.py

@@ -9,6 +9,7 @@
 from phi.model.openai import OpenAIChat
 from phi.tools.exa import ExaTools
 from phi.tools.firecrawl import FirecrawlTools
+from phi.tools.duckduckgo import DuckDuckGo
 
 
 def calculate_start_date(days: int) -> str:
@@ -21,7 +22,8 @@ def calculate_start_date(days: int) -> str:
     model=OpenAIChat(id="gpt-4o"),
     tools=[
         ExaTools(start_published_date=calculate_start_date(30), type="keyword"),
-        FirecrawlTools(scrape=True, crawl=False),
+        DuckDuckGo(),
+        FirecrawlTools(scrape=True),
     ],
     description=dedent("""\
         You are an expert media trend analyst specializing in:
@@ -36,6 +38,8 @@ def calculate_start_date(days: int) -> str:
         "2. Identify key influencers and authoritative sources",
         "3. Extract main themes and recurring patterns",
         "4. Provide actionable recommendations",
+        "5. if got sources less then 2, only then scrape them using firecrawl tool, dont crawl it  and use them to generate the report",
+        "6. growth rate should be in percentage , and if not possible dont give growth rate",
     ],
     expected_output=dedent("""\
     # Media Trend Analysis Report
@@ -45,53 +49,38 @@ def calculate_start_date(days: int) -> str:
 
     ## Trend Analysis
     ### Volume Metrics
-    - Total mentions: {count}
     - Peak discussion periods: {dates}
-    - Growth rate: {percentage}
-
-    ### Key Themes
-    1. {Theme 1}
-       - Frequency: {count}
-       - Notable mentions: {examples}
-    2. {Theme 2}
-       - Frequency: {count}
-       - Notable mentions: {examples}
+    - Growth rate: {percentage or dont show this}
 
     ## Source Analysis
     ### Top Sources
     1. {Source 1}
-       - Influence score: {score}
+
     2. {Source 2}
-       - Influence score: {score}
+
 
     ## Actionable Insights
     1. {Insight 1}
        - Evidence: {data points}
        - Recommended action: {action}
-    2. {Insight 2}
-       - Evidence: {data points}
-       - Recommended action: {action}
 
     ## Future Predictions
     1. {Prediction 1}
        - Supporting evidence: {evidence}
-    2. {Prediction 2}
-       - Supporting evidence: {evidence}
 
     ## References
     {Detailed source list with links}
     """),
     markdown=True,
     show_tool_calls=True,
     add_datetime_to_instructions=True,
-    save_response_to_file="tmp/trend_analysis_{message}.md",
 )
 
 # Example usage:
 analysis_prompt = """\
 Analyze media trends for:
-Keywords: artificial intelligence, AI regulation
-Sources: techcrunch.com, wired.com, theverge.com
+Keywords: ai agents
+Sources: verge.com
 """
 
 agent.print_response(analysis_prompt, stream=True)