Update app.py

app.py

@@ -1051,12 +1051,6 @@ REMEMBER: One tool per turn. No reasoning without tools. Exact answer format.
 """
 
         #. Initialize the LLM ()
-            #self.llm_with_tools = HuggingFaceEndpoint(
-            #    repo_id="HuggingFaceH4/zephyr-7b-beta", # Changed model
-            #    huggingfacehub_api_token=HUGGINGFACEHUB_API_TOKEN,
-            #    max_new_tokens=2048, # Increased token limit for potentially longer reasoning/tool use
-            #    temperature=0.01, # Keep temperature low for factual tasks     
-            # Use tool_choice="any" to FORCE tool usage
 #        print("Initializing Groq LLM...")   
 #        try:
 #            self.llm_with_tools = ChatGroq(
@@ -1084,7 +1078,7 @@ REMEMBER: One tool per turn. No reasoning without tools. Exact answer format.
         print("✅ HuggingFace LLM Endpoint initialized.")
         
         # Bind tools to the LLM
-        self.llm_with_tools = chat_llm.bind_tools(self.tools, tool_choice="auto")
+        self.llm_with_tools = chat_llm.bind_tools(self.tools)
         print("✅ Tools bound to LLM.")
 #        print("Initializing Google Gemini LLM...")
 #        try: