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setup.py

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+from modaic import PrecompiledAgent, PrecompiledConfig
+import dspy
+
+class ReceiptClassifierConfig(PrecompiledConfig): # Configurable for each agent instance
+    lm: str = "openai/gpt-4o-mini" # Set OPENAI_API_KEY
+    max_tokens: int = 500
+
+class ReceiptClassifier(PrecompiledAgent): # Extends dspy.module()
+    config: ReceiptClassifierConfig
+
+    def __init__(self, config: ReceiptClassifierConfig, **kwargs):
+        super().__init__(config, **kwargs)
+
+        self.extract = dspy.Predict("image -> total_cost")
+        lm = dspy.LM(config.lm, max_tokens=config.max_tokens)
+        self.extract.set_lm(lm)
+       
+    def forward(self, image_path: str) -> str:
+        receipt_image = dspy.Image.from_file(image_path) 
+        return self.extract(receipt_image)
+
+agent = ReceiptClassifier(ReceiptClassifierConfig())
+agent.push_to_hub("farouk1/receipt-classifier", with_code=True)