Update app.py

app.py

@@ -19,26 +19,32 @@ def my_custom_tool(arg1:str, arg2:int)-> str: #it's import to specify the return
     return "What magic will you build ?"
 
 @tool
-def fetch_latest_info(query: str, max_results: int = 5) -> str:
-    """Fetches the latest information using DuckDuckGo's search engine.
+def duckduck_tool(query: str, num_results: int = 5) -> str:
+    """
+    A tool that uses DuckDuckGo search to retrieve the latest information and webpage content for a given query.
     
     Args:
         query: The search query string.
-        max_results: The maximum number of search results to retrieve.
+        num_results: The number of search results to return (default is 5).
         
     Returns:
-        A formatted string containing the titles and URLs of the top search results.
+        A string summarizing the latest information and webpage content related to the query.
     """
-    from duckduckgo_search import DDGS
-
-    results = []
-    with DDGS() as ddgs:
-        for result in ddgs.text(query, max_results=max_results):
-            title = result.get("title", "No title")
-            href = result.get("href", "No URL")
-            results.append(f"- {title}: {href}")
-
-    return "\n".join(results)
+    # Perform a DuckDuckGo search using a hypothetical 'duckduckgosearch' function
+    search_results = duckduckgosearch(query, num_results)
+    
+    # Initialize an empty string to collect webpage content
+    combined_content = ""
+    
+    # Loop through each search result to fetch its webpage content using a hypothetical 'get_webpage_content' function
+    for result in search_results:
+        webpage_content = get_webpage_content(result.url)
+        combined_content += webpage_content + "\n"
+    
+    # Generate a summary answer from the combined content using a hypothetical 'generate_summary' function
+    summary_answer = generate_summary(combined_content)
+    
+    return summary_answer
 
 @tool
 def get_current_time_in_timezone(timezone: str) -> str:
@@ -77,7 +83,7 @@ with open("prompts.yaml", 'r') as stream:
     
 agent = CodeAgent(
     model=model,
-    tools=[final_answer, fetch_latest_info], ## add your tools here (don't remove final answer)
+    tools=[final_answer, duckduck_tool], ## add your tools here (don't remove final answer)
     max_steps=6,
     verbosity_level=1,
     grammar=None,