Update app.py

app.py

@@ -1,11 +1,8 @@
 
-# app.py
-
 # AI Agent Framework Imports
-from smolagents import CodeAgent, HfApiModel, tool, load_tool
+from smolagents import CodeAgent, HfApiModel, tool
 
-# Standard Library Imports (allowed)
-import time
+# Standard Library Imports
 import yaml
 
 # Final Answer and UI Handling
@@ -13,83 +10,26 @@ from tools.final_answer import FinalAnswerTool
 from Gradio_UI import GradioUI
 
 # --------------------------------------------
-# Tool: detect_ambiguity
-@tool
-def detect_ambiguity(content: str) -> str:
-    """Checks for vague instructions and suggests clarifications.
-    
-    Args:
-        content: Text to analyze.
-    """
-    return "Ambiguity detected. Click 'Is this ambiguous?' for help."
-
-# --------------------------------------------
-# Tool: explain_assumed_knowledge
-@tool
-def explain_assumed_knowledge(term: str) -> str:
-    """Defines technical terms in a simple way.
-    
-    Args:
-        term: The term to explain.
-    """
-    return f"Definition of '{term}': [Detailed beginner-friendly explanation here]"
-
-# --------------------------------------------
-# Tool: highlight_elements (modified to a placeholder)
-@tool
-def highlight_elements(step: str, element: str, auto_execute: bool = False) -> str:
-    """(Placeholder) Highlights a UI element and optionally performs an action.
-    
-    Args:
-        step: The current step in the guide.
-        element: The UI element to highlight (as an identifier).
-        auto_execute: If True, the agent would auto-click the element.
-    """
-    return "Highlight functionality is currently not available."
-
-# --------------------------------------------
-# Tool: explain_code_line
+# Tool: simplify_text
 @tool
-def explain_code_line(line: str) -> str:
-    """Explains what a line of code does in simple terms.
+def simplify_text(text: str) -> str:
+    """Simplifies a technical sentence or paragraph into plain language.
     
     Args:
-        line: The code line to explain.
-    """
-    return f"Explanation for: {line} [Insert explanation here]"
-
-# --------------------------------------------
-# Tool: teacher_box_query
-@tool
-def teacher_box_query(question: str) -> str:
-    """Allows users to ask the AI questions while browsing.
+        text: A technical sentence or paragraph.
     
-    Args:
-        question: User's query.
-    """
-    return f"AI Answer: [Response for '{question}']"
-
-# --------------------------------------------
-# Tool: toggle_auto_execution
-@tool
-def toggle_auto_execution(enable: bool) -> str:
-    """Lets the user turn automatic navigation on or off.
-    
-    Args:
-        enable: True for auto-mode, False for manual steps.
+    Returns:
+        A simplified version of the text.
     """
-    return "Auto-execution enabled." if enable else "Manual step-by-step mode enabled."
+    return "Simplified: " + text
 
 # --------------------------------------------
 # Configure the AI Model.
-# If the agent does not answer because the model is overloaded, you can switch to the alternative endpoint.
+# If the primary model is overloaded, you may later switch the model_id to an alternative endpoint.
 model = HfApiModel(
-    max_tokens=2096,                       # Maximum response length.
-    temperature=0.5,                       # Controls response randomness.
-    # Use the following model_id if the primary model is overloaded:
+    max_tokens=2096,
+    temperature=0.5,
     model_id='https://pflgm2locj2t89co.us-east-1.aws.endpoints.huggingface.cloud',
-    # Alternatively, you can revert to the original model by using:
-    # model_id='Qwen/Qwen2.5-Coder-32B-Instruct',
     custom_role_conversions=None
 )
 
@@ -102,15 +42,10 @@ agent = CodeAgent(
     model=model,
     tools=[
         FinalAnswerTool(),
-        detect_ambiguity,
-        explain_assumed_knowledge,
-        highlight_elements,
-        explain_code_line,
-        teacher_box_query,
-        toggle_auto_execution
+        simplify_text
     ],
-    max_steps=6,             # Maximum number of reasoning steps.
-    verbosity_level=1,       # Level of detail in agent responses.
+    max_steps=6,
+    verbosity_level=1,
     prompt_templates=prompt_templates
 )