debug

app.py

@@ -101,14 +101,32 @@ def open_youtube_video(url: str, query: str) -> str:
 
 @tool
 def google_search(query: str) -> str:
-    '''Performs a Google search for the given query.'''
-    llm = ChatGoogleGenerativeAI(
-        model="gemini-2.5-flash-preview-05-20",
-        max_tokens=8192,
-        temperature=0
-    )
-    response = llm.invoke(query, tools=[GenAITool(google_search={})])
-    return response.content
+    '''Performs a web search for the given query using DuckDuckGo.'''
+    try:
+        response = requests.get(
+            "https://api.duckduckgo.com/",
+            params={
+                "q": query,
+                "format": "json",
+                "no_html": 1,
+                "no_redirect": 1
+            }
+        )
+        response.raise_for_status()
+        data = response.json()
+        
+        # Combine Abstract and Related Topics for a comprehensive response
+        result = []
+        if data.get("Abstract"):
+            result.append(data["Abstract"])
+        if data.get("RelatedTopics"):
+            for topic in data["RelatedTopics"][:3]:  # Limit to first 3 related topics
+                if "Text" in topic:
+                    result.append(topic["Text"])
+        
+        return "\n".join(result) if result else "No results found."
+    except Exception as e:
+        return f"Error performing search: {str(e)}"
 
 def log_message(message: BaseMessage, prefix: str = ""):
     """Helper function to log message details."""
@@ -150,12 +168,23 @@ class BasicAgent:
         self.tool_executor = ToolExecutor(self.tools)
         
         # System message
-        self.sys_msg = SystemMessage('''You are a general AI assistant. I will ask you a question. Only provide YOUR FINAL ANSWER and nothing else. 
-        YOUR FINAL ANSWER should be a number OR as few words as possible OR a comma separated list of numbers and/or strings. 
-        If you are asked for a number, don't use comma to write your number neither use units such as $ or percent sign unless specified otherwise. 
-        If you are asked for a string, don't use articles, neither abbreviations (e.g. for cities), and write the digits in plain text unless specified otherwise. 
-        If you are asked for a comma separated list, apply the above rules depending of whether the element to be put in the list is a number or a string.
-        You have access to multiple tools and should use as many as you need to answer the question.''')
+        self.sys_msg = SystemMessage('''You are a general AI assistant. I will ask you a question. Follow these steps:
+        1. First, use the google_search tool to find relevant information about the question.
+        2. Analyze the search results to find the specific information needed.
+        3. If needed, use additional tools to gather more information.
+        4. Only after gathering all necessary information, provide YOUR FINAL ANSWER.
+        
+        YOUR FINAL ANSWER should be:
+        - A number (not written as a word) if asked for a quantity
+        - As few words as possible if asked for a string
+        - A comma separated list of numbers and/or strings if asked for a list
+        
+        Rules for formatting:
+        - For numbers: Don't use commas or units ($, %, etc.) unless specified
+        - For strings: Don't use articles or abbreviations
+        - For lists: Apply the above rules based on whether each element is a number or string
+        
+        You MUST use tools to verify information before providing your final answer.''')
 
         # Create the graph
         self.workflow = StateGraph(AgentState)