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Create app.py
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app.py
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import os
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from transformers import pipeline
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import streamlit as st
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from PyPDF2 import PdfReader
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from groq import Groq
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# Initialize Groq API client
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client = Groq(api_key="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")
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# Example CAD metadata
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cad_data = [
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{"id": 1, "name": "Gear", "description": "A gear with specified teeth and diameter."},
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{"id": 2, "name": "Bracket", "description": "A structural bracket for support."}
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]
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# Function to retrieve CAD templates using Groq API
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def retrieve_cad_template_with_groq(query):
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messages = [
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{
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"role": "user",
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"content": f"Find a CAD template matching this query: {query}",
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}
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]
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chat_completion = client.chat.completions.create(
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messages=messages, model="llama-3.3-70b-versatile"
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)
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# Extract the response
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response = chat_completion.choices[0].message.content
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return response
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# Function to process PDF input
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def process_pdf(file_path):
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reader = PdfReader(file_path)
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text = ""
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for page in reader.pages:
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text += page.extract_text()
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return text[:500] # Limit to 500 characters for API processing
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# Function to generate OpenSCAD script for gear
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def generate_gear(teeth, diameter):
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scad_script = f"""
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module gear() {{
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difference() {{
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circle(r={diameter / 2}, $fn=teeth);
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translate([0, 0, -1]) circle(r={diameter / 3}, $fn=teeth);
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}}
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}}
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gear();
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"""
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file_path = "generated_model.scad"
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with open(file_path, "w") as file:
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file.write(scad_script)
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return file_path
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# Streamlit UI
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st.title("Quick CAD Model Generator")
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st.sidebar.title("Input Options")
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input_option = st.sidebar.radio("Select Input Type", ["Text Description", "Upload PDF", "Google Drive Link"])
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# Process input
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query = ""
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if input_option == "Text Description":
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query = st.text_input("Describe the part you need (e.g., 'A gear with 20 teeth').")
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elif input_option == "Upload PDF":
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pdf_file = st.file_uploader("Upload a PDF with a CAD drawing", type=["pdf"])
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if pdf_file:
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query = process_pdf(pdf_file)
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st.write("Extracted Text:", query)
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elif input_option == "Google Drive Link":
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drive_link = st.text_input("Enter Google Drive Link for the CAD file")
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if drive_link:
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st.write(f"Processing file from: {drive_link}")
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query = f"File from Google Drive: {drive_link}"
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# Template suggestion using Groq API
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if st.button("Find Template") and query:
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try:
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suggested_template = retrieve_cad_template_with_groq(query)
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st.success(f"Suggested Template: {suggested_template}")
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except Exception as e:
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st.error(f"Error using Groq API: {e}")
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# Generate model
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part_type = st.selectbox("Select Part Type", ["Gear", "Bracket"])
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teeth = st.number_input("Number of Teeth (for Gears)", min_value=10, max_value=100, step=1, value=20)
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diameter = st.number_input("Diameter (mm)", min_value=10, max_value=200, step=1, value=50)
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if st.button("Generate CAD Model"):
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if part_type == "Gear":
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file_path = generate_gear(teeth=teeth, diameter=diameter)
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st.success(f"CAD Model Generated: {file_path}")
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st.download_button("Download Model", open(file_path, "rb").read(), file_name="generated_model.scad")
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