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This commit is contained in:
2025-10-25 02:36:59 -04:00
parent 5caa4cd9b1
commit 4f901a2bbe
4 changed files with 36 additions and 28 deletions

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@@ -4,11 +4,11 @@
"train": [], "train": [],
"demos": [], "demos": [],
"signature": { "signature": {
"instructions": "Given the fields `image`, produce the fields `total_cost`.", "instructions": "Given the fields `image_url`, produce the fields `total_cost`.",
"fields": [ "fields": [
{ {
"prefix": "Image:", "prefix": "Image Url:",
"description": "${image}" "description": "${image_url}"
}, },
{ {
"prefix": "Total Cost:", "prefix": "Total Cost:",

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@@ -1,4 +1,4 @@
{ {
"AutoConfig": "setup.ReceiptClassifierConfig", "AutoConfig": "main.ReceiptClassifierConfig",
"AutoAgent": "setup.ReceiptClassifier" "AutoAgent": "main.ReceiptClassifier"
} }

31
main.py Normal file
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@@ -0,0 +1,31 @@
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_url -> total_cost")
lm = dspy.LM(config.lm, max_tokens=config.max_tokens)
self.extract.set_lm(lm)
def forward(self, image_url: str) -> str:
receipt_image = dspy.Image.from_url(image_url)
return self.extract(receipt_image)
agent = ReceiptClassifier(ReceiptClassifierConfig())
def main():
agent.push_to_hub("farouk1/receipt-classifier", with_code=True)
if __name__ == "__main__":
main()

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@@ -1,23 +0,0 @@
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)