firecrawl agent implementation

ai_agent_tutorials/ai_competitors_analysis_team/exaai.py

@@ -1,6 +1,5 @@
 from exa_py import Exa
 
-# Initialize Exa with your API key
 exa = Exa(api_key="EXA_API_KEY")
 
 def get_competitor_urls(url=None, description=None):
@@ -27,6 +26,5 @@ def get_competitor_urls(url=None, description=None):
     # Extracting and return only the competitor URLs
     competitor_urls = [item.url for item in result.results]
     return competitor_urls
-    # return result
 
 print(get_competitor_urls(description="Competitors of a company that works on AI Neuro Health Tech"))

ai_agent_tutorials/ai_competitors_analysis_team/fire.py

@@ -0,0 +1,41 @@
+from phi.agent import Agent
+from phi.tools.firecrawl import FirecrawlTools
+from phi.model.openai import OpenAIChat
+
+firecrawl_tools = FirecrawlTools(
+    api_key="",
+    scrape=False,
+    crawl=True,
+    limit=5
+)
+
+agent = Agent(
+    model=OpenAIChat(id="gpt-4o-mini", api_key=""),
+    tools=[firecrawl_tools],
+    show_tool_calls=True,
+    markdown=True
+)
+
+def extract_competitor_info(competitor_url: str):
+    crawl_response = agent.run(f"Crawl and summarize {competitor_url}")
+    crawled_data = crawl_response.content
+    
+    structured_info = agent.run(
+        f"""Extract the following information from the crawled data:
+        - Product pricing and features - exact pricing numbers from their pricing page
+        - Technology stack information
+        - Marketing messaging/positioning
+        - Customer testimonials/case studies
+
+        Crawled Data:
+        {crawled_data}
+        """
+    )
+    
+    return structured_info.content
+
+if __name__ == "__main__":
+    competitor_url = "https://www.equal.in"
+    competitor_info = extract_competitor_info(competitor_url)
+    print(f"Competitor: {competitor_url}")
+    print(competitor_info)

ai_agent_tutorials/ai_competitors_analysis_team/main.py

@@ -0,0 +1,37 @@
+from firecrawl import FirecrawlApp
+from pydantic import BaseModel, Field
+from typing import Optional
+
+# Define a simple schema for testing
+class SimpleSchema(BaseModel):
+    title: Optional[str] = Field(description="Title of the webpage.")
+    description: Optional[str] = Field(description="Meta description of the webpage.")
+
+# Initialize the FirecrawlApp with your API key
+app = FirecrawlApp(api_key='fc-')  # Replace with your API key
+
+def extract_competitor_info(competitor_url: str):
+
+    try:
+        # Use Firecrawl to scrape and extract data
+        data = app.scrape_url(competitor_url, {
+            'formats': ['extract'],
+            'extract': {
+                'schema': SimpleSchema.model_json_schema(),
+            }
+        })
+        return data.get("extract", {})
+    except Exception as e:
+        return {"error": str(e)}
+
+# Example usage
+if __name__ == "__main__":
+    # Competitor URL to analyze
+    competitor_url = "https://www.equal.in"  # Replace with your competitor URL
+    
+    # Extract competitor information
+    competitor_info = extract_competitor_info(competitor_url)
+    
+    # Print the structured information
+    print(f"Competitor: {competitor_url}")
+    print(competitor_info)

ai_agent_tutorials/ai_competitors_analysis_team/requirements.txt

@@ -1 +1,2 @@
 exa-py==1.0.6   
+firecrawl-py==1.9.0