improed flow

tools.py

@@ -602,9 +602,9 @@ python_repl_tool = Tool(
 # --- New Tools ---
 
 
-def extract_text_from_image(image_path: str) -> str:
+def extract_text_from_image(file_path: str) -> str:
     try:
-        image = Image.open(image_path)
+        image = Image.open(file_path)
         text = pytesseract.image_to_string(image)
         return f"Extracted text from image:\n\n{text}"
     except Exception as e:
@@ -618,7 +618,8 @@ extract_text_from_image_tool = Tool(
 )
 
 
-def analyze_csv_file(file_path: str, query: str) -> str:
+def analyze_csv_file_simple(file_path: str) -> str:
+    """Analyze a CSV file using pandas."""
     try:
         df = pd.read_csv(file_path)
         result = f"CSV file loaded with {len(df)} rows and {len(df.columns)} columns.\n"
@@ -632,12 +633,13 @@ def analyze_csv_file(file_path: str, query: str) -> str:
 
 analyze_csv_file_tool = Tool(
     name="analyze_csv_file_tool",
-    func=analyze_csv_file,
+    func=analyze_csv_file_simple,
     description="Analyze a CSV file using pandas and answer a question about it."
 )
 
 
-def analyze_excel_file(file_path: str, query: str) -> str:
+def analyze_excel_file_simple(file_path: str) -> str:
+    """Analyze an Excel file using pandas."""
     try:
         df = pd.read_excel(file_path)
         result = f"Excel file loaded with {len(df)} rows and {len(df.columns)} columns.\n"
@@ -649,24 +651,10 @@ def analyze_excel_file(file_path: str, query: str) -> str:
         return f"Error analyzing Excel file: {str(e)}"
 
 
-def analyze_excel_file_simple(file_path: str) -> str:
-    """Wrapper for analyze_excel_file that uses a default query."""
-    return analyze_excel_file(file_path, "Analyze this spreadsheet")
-
-
 analyze_excel_file_tool = Tool(
     name="analyze_excel_file_tool",
     func=analyze_excel_file_simple,
     description="Analyze an Excel file using pandas and answer a question about it."
 )
 
-# =========================
-# Smart File Download Tool (Consolidated)
-# =========================
-
-# Note: This tool is no longer needed since files are pre-processed
-# when questions are fetched. The agent receives file content directly.
-
-# =========================
-# Image and Data Analysis Tools
-# =========================
+#