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Update app.py
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app.py
CHANGED
@@ -5,9 +5,18 @@ import requests
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# Replace with your actual Groq API endpoint URL
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GROQ_API_URL = "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"
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def process_model(model_path):
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# Load the 3D model using trimesh
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# Extract features (replace with relevant features for material estimation)
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features = {
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@@ -31,19 +40,18 @@ def process_model(model_path):
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st.error(error_message)
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return None
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def main():
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st.title("
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uploaded_file = st.file_uploader("Upload 3D CAD Model (Supported formats: .stl, .obj, etc.)")
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if uploaded_file is not None:
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model_path = uploaded_file.name
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else:
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sheet_width = st.number_input("Steel Sheet Width (mm)", min_value=0.0)
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quantity = st.number_input("Quantity to Manufacture", min_value=1)
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if st.button("Estimate Material Requirements"):
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if model_path:
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@@ -51,5 +59,6 @@ def main():
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if material_requirements:
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st.success(f"Estimated Material Requirements:\n{material_requirements}")
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if __name__ == "__main__":
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main()
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# Replace with your actual Groq API endpoint URL
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GROQ_API_URL = "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"
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def process_model(model_path):
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# Load the 3D model using trimesh
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try:
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mesh = trimesh.load(model_path)
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except FileNotFoundError:
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st.error(f"Error: File not found at path '{model_path}'.")
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return None
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except (trimesh.exceptions.ImportError, ValueError) as e:
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# Handle potential format-specific errors (e.g., STEP format issues)
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st.error(f"Error loading model: {e}")
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return None
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# Extract features (replace with relevant features for material estimation)
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features = {
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st.error(error_message)
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return None
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def main():
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st.title("RAG-based Material Estimation App (Groq API)")
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uploaded_file = st.file_uploader("Upload 3D CAD Model (Supported formats: .stl, .obj, .stp, etc.)")
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if uploaded_file is not None:
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model_path = uploaded_file.name
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else:
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model_path = None # Set model_path to None if no file is uploaded
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# ... (rest of your code for sheet dimensions and quantity)
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if st.button("Estimate Material Requirements"):
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if model_path:
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if material_requirements:
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st.success(f"Estimated Material Requirements:\n{material_requirements}")
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if __name__ == "__main__":
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main()
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