fix bug

Agents/agent.py

@@ -17,15 +17,17 @@ load_dotenv()
 GROQ_API_KEY = os.getenv("GROQ_API_KEY")
 
 if not GROQ_API_KEY:
+    print("groq api error")
     raise ValueError("GROQ_API_KEY environment variable not set")
 
 langfuse_handler = CallbackHandler()
 
 with open("Prompts/SystemPrompt.txt","r",encoding="utf-8") as f:
     systemPrompt = f.read()
-print(systemPrompt)
+print(f"systemPrompt  {systemPrompt}")
 
 sysMsg = SystemMessage(content=systemPrompt)
+print(f"system message {sysMsg}")
 
 '''
 embeddings = HuggingFaceEmbeddings(
@@ -67,6 +69,7 @@ def build_graph(provider: str="groq"):
         print(f"Running llm groq")
         llm=ChatGroq(groq_api_key=GROQ_API_KEY,model="qwen/qwen3-32b",temperature=0)
     elif provider == "huggingface":
+        print(f"huggingface")
         llm = ChatHuggingFace(
             llm=HuggingFaceEndpoint(
                 repo_id="TinyLlama/TinyLlama-1.1B-Chat-v1.0",

Tools/tools.py

@@ -13,6 +13,7 @@ def add(a: int, b:int) -> int:
         a: first integer
         b: second integer
     """
+    print("add")
     return a + b
 
 @tool
@@ -22,6 +23,7 @@ def substract(a: int, b:int) -> int:
         a : first integer
         b : second integer
     """
+    print("substract")
     return a - b
 
 @tool
@@ -31,6 +33,8 @@ def multiply(a: int, b: int) -> int:
         a: first integer
         b: second integer
     """
+    print ("multiply")
+
     return a * b
 
 @tool
@@ -40,6 +44,8 @@ def divide(a: int, b: int) -> int:
         a: first integer
         b: second integer
     """
+    print ("divide")
+
     return a / b
 
 @tool
@@ -49,6 +55,7 @@ def remainder(a: int, b: int) -> int:
         a: first integer
         b: second integer
     """
+    print ("remainder")
     return a % b
 
 @tool
@@ -58,6 +65,7 @@ def wikiSearch(searchQuery:str) -> str:
     args: 
         searchQuery: the search query
     """
+    print("wiki search")
     search_results = WikipediaLoader(query=searchQuery, load_max_docs=3).load()
     formatted_results = "\n\n--\n\n".join(
         [
@@ -74,6 +82,7 @@ def arxivSearch(searchQuery:str) -> str:
         args:
             searchQuery: the search query
     """ 
+    print("arxivsearch")
     search_results = ArxivLoader(query=searchQuery, load_max_docs=3).load()
     formatted_results = "\n\n--\n\n".join(
         [
@@ -90,6 +99,7 @@ def webSearch(searchQuery:str) -> str:
       args: 
         searchQuery: search query
     """
+    print("web search")
     search_results = TavilySearchResults(max_results=3).invoke(query=searchQuery)
     formatted_results = "\n\n--\n\n".join(
         [

app.py

@@ -28,7 +28,6 @@ class BasicAgent:
         #messages = self.graph.invoke({"messages": messages},config={"callbacks": [langfuse_handler]})
         self.graph.get_graph().draw_mermaid_png()
         answer = messages['messages'][-1].content
-        print(f"second last message : {messages['messages'][-2].content}")
         print(f"full answer : {answer}")
               
         return answer[14:]