fix

app.py

@@ -20,6 +20,7 @@ from image_to_text_tool import image_to_text
 from internet_search_tool import internet_search
 from botanical_classification_tool import get_botanical_classification
 from excel_parser_tool import parse_excel
+from download_task_file import download_file_as_base64
 
 # (Keep Constants as is) ok!
 # --- Constants ---
@@ -53,8 +54,12 @@ class LangChainAgent:
 
     def __call__(self, question: str) -> str:
         print(f"LangChain agent received: {question[:50]}...")
+        
+        download_file_as_base64
+        
         print("Waiting 60s before answering")
-        time.sleep(60)  # Delay for 60 seconds
+        time.sleep(15)  # Delay for 60 seconds
+        
         result = self.executor.invoke({
             "input": question,
             "chat_history": []
@@ -129,7 +134,11 @@ def run_and_submit_all( profile: gr.OAuthProfile | None):
             print(f"Skipping item with missing task_id or question: {item}")
             continue
         try:
-            submitted_answer = agent(question_text)
+			question_text_for_agent = question_text
+		    if task_id:
+                base64_attatched_file = download_file_as_base64(task_id)
+                question_text_for_agent += f'. The content in base64 of the attatched file mentioned in the question is the following: {base64_attatched_file}'
+            submitted_answer = agent(question_text_for_agent)
             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:

download_task_file.py

@@ -1,5 +1,7 @@
 import os
 import requests
+import requests
+import base64
 
 def download_file(task_id: str):
     # Construct the URL
@@ -42,5 +44,18 @@ def download_file(task_id: str):
     else:
         print(f"Failed to download the file. Status code: {response.status_code}")
 
-task_id = "7bd855d8-463d-4ed5-93ca-5fe35145f733" 
-download_file(task_id)
+def download_file_as_base64(task_id: str) -> str:
+    # Construct the URL
+    url = f"https://agents-course-unit4-scoring.hf.space/files/{task_id}"
+    
+    # Send the request to download the file
+    response = requests.get(url)
+    
+    if response.status_code == 200:
+        # Encode the content to Base64
+        encoded_bytes = base64.b64encode(response.content)
+        encoded_str = encoded_bytes.decode('utf-8')  # Convert bytes to string
+        return encoded_str
+    else:
+        raise Exception(f"Failed to download the file. Status code: {response.status_code}")
+