added reverse tools

app.py

@@ -3,7 +3,7 @@ import gradio as gr
 import requests
 import inspect
 import pandas as pd
-from smolagents import CodeAgent, InferenceClientModel, DuckDuckGoSearchTool, tool
+from smolagents import CodeAgent, InferenceClientModel, DuckDuckGoSearchTool, tool, ToolCallingAgent, MultiAgent
 from smolagents import OpenAIServerModel
 from tools import analyze_image, get_youtube_transcript, reverse_text
 
@@ -23,6 +23,41 @@ class BasicAgent:
         print(f"Agent returning fixed answer: {fixed_answer}")
         return fixed_answer
 
+openai_41mini_model = OpenAIServerModel(
+                        model_id="gpt-4.1-mini",
+                        api_base="https://api.openai.com/v1",
+                        api_key=os.environ["OPENAI_API_KEY"],
+                    )
+search_tool = DuckDuckGoSearchTool()
+
+analyst = CodeAgent(
+    model=openai_41mini_model,
+    tools=[reverse_text],
+    add_base_tools=False,
+    system_prompt=(
+        "You are the Analyst, skilled at decoding mysterious or reversed text. "
+        "When given a message, use your tools to reveal its correct form."
+    )
+)
+historian = ToolCallingAgent(
+    model=openai_41mini_model,
+    add_base_tools=False,
+    system_prompt=(
+        "You are the Historian. If a message seems written backward, consult the Analyst to decode it. "
+        "Otherwise, answer directly in clear language."
+    )
+)
+
+universal_agent = CodeAgent(
+                model=openai_41mini_model,
+                tools=[search_tool, analyze_image, get_youtube_transcript],
+                name="web_agent",
+                description="Use search engine to find webpages related to a subject and get the page content",
+                additional_authorized_imports=["pandas", "numpy", "bs4"],
+                verbosity_level=1,
+                max_steps=7,
+            )
+
 
 def run_and_submit_all( profile: gr.OAuthProfile | None):
     """
@@ -46,22 +81,24 @@ def run_and_submit_all( profile: gr.OAuthProfile | None):
     # 1. Instantiate Agent ( modify this part to create your agent)
     try:
         # agent = BasicAgent()
-        openai_41mini_model = OpenAIServerModel(
-                                model_id="gpt-4.1-mini",
-                                api_base="https://api.openai.com/v1",
-                                api_key=os.environ["OPENAI_API_KEY"],
-                            )
-        search_tool = DuckDuckGoSearchTool()
-        my_small_agent = CodeAgent(
-                        model=openai_41mini_model,
-                        tools=[search_tool, analyze_image, get_youtube_transcript, reverse_text],
-                        name="web_agent",
-                        description="Use search engine to find webpages related to a subject and get the page content",
-                        #additional_authorized_imports=["pandas", "numpy","bs4"],
-                        verbosity_level=1,    
-                        max_steps=7,
-                    )
-        
+        # openai_41mini_model = OpenAIServerModel(
+        #                         model_id="gpt-4.1-mini",
+        #                         api_base="https://api.openai.com/v1",
+        #                         api_key=os.environ["OPENAI_API_KEY"],
+        #                     )
+        # search_tool = DuckDuckGoSearchTool()
+        # my_small_agent = CodeAgent(
+        #                 model=openai_41mini_model,
+        #                 tools=[search_tool, analyze_image, get_youtube_transcript, reverse_text],
+        #                 name="web_agent",
+        #                 description="Use search engine to find webpages related to a subject and get the page content",
+        #                 #additional_authorized_imports=["pandas", "numpy","bs4"],
+        #                 verbosity_level=1,
+        #                 max_steps=7,
+        #             )
+
+        team = MultiAgent([historian, analyst, universal_agent])
+
     except Exception as e:
         print(f"Error instantiating agent: {e}")
         return f"Error initializing agent: {e}", None
@@ -102,7 +139,7 @@ def run_and_submit_all( profile: gr.OAuthProfile | None):
             continue
         try:
             #submitted_answer = agent(question_text)
-            submitted_answer = my_small_agent.run(question_text)
+            submitted_answer = team.run(question_text)
             answers_payload.append({"task_id": task_id, "submitted_answer": submitted_answer})
             results_log.append({"Task ID": task_id, "Question": question_text, "Submitted Answer": submitted_answer})
         except Exception as e:

requirements.txt

@@ -3,4 +3,5 @@ requests
 smolagents
 ddgs
 openai
-youtube_transcript_api
+youtube_transcript_api
+beautifulsoup4

tools.py

@@ -57,3 +57,4 @@ def reverse_text(question: str) -> str:
         reversed_candidate = question[::-1]
         return reversed_candidate
     return "Text seems normal."
+