Optimiztation

app.py

@@ -30,6 +30,16 @@ except ImportError:
 # --- Constants ---
 DEFAULT_API_URL = "https://agents-course-unit4-scoring.hf.space"
 
+# Enhanced system prompt for GAIA reasoning
+GAIA_SYSTEM_PROMPT = """You are an expert problem-solver. For each question:
+
+1. ANALYZE the question type (factual, mathematical, reasoning)
+2. CHOOSE the right tool (web_search for facts, math_calculator for numbers, fact_checker for verification)
+3. REASON step-by-step with the tool results
+4. PROVIDE a clear, specific answer
+
+Use tools actively - don't guess when you can search or calculate!"""
+
 class CPUOptimizedGAIAAgent:
     def __init__(self):
         print("🚀 Initializing CPU-Optimized GAIA Agent...")
@@ -113,9 +123,7 @@ class CPUOptimizedGAIAAgent:
                 "repetition_penalty": 1.15,
                 "pad_token_id": self.tokenizer.eos_token_id,
                 "num_beams": 1,          # Disable beam search for speed
-            },
-            # Optimized system message for GAIA reasoning
-            
+            }
         )
 
     def setup_enhanced_tools(self):
@@ -339,6 +347,7 @@ class CPUOptimizedGAIAAgent:
                 llm=self.llm,
                 verbose=True,
                 max_iterations=4,  # Balance between capability and speed
+                context=GAIA_SYSTEM_PROMPT  # Inject system prompt here
             )
             print("✅ Enhanced ReAct Agent created successfully")
         except Exception as e: