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Update app.py
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app.py
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import os
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import re
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import google.generativeai as genai
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import gradio as gr
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import graphviz
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# --- SETUP
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# --- FUNGSI AUTO-DETECT MODEL (Solusi Error 404) ---
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def get_working_model():
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# Daftar semua kemungkinan nama model dari Google
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daftar_model = [
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'gemini-1.5-flash',
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'gemini-1.5-pro',
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'gemini-1.0-pro',
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'gemini-pro',
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'models/gemini-1.5-flash',
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'models/gemini-pro'
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]
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print("Sedang mencari model yang aktif...")
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for nama in daftar_model:
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try:
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# Test koneksi ringan
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model = genai.GenerativeModel(nama)
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model.generate_content("test")
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print(f"✅ BERHASIL! Menggunakan model: {nama}")
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return model
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except Exception as e:
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print(f"❌ {nama} gagal, mencoba yang lain...")
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continue
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return None
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# Inisialisasi Model saat aplikasi nyala
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model_aktif = get_working_model()
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# --- LOGIKA INSINYUR ---
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def engineer_mode(deskripsi_user):
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# Cek lagi jika model belum ketemu
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global model_aktif
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if model_aktif is None:
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model_aktif = get_working_model()
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if model_aktif is None:
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return "⚠️ SEMUA MODEL GAGAL DIHUBUNGI. Cek API Key atau Server Google sedang down.", None
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if not deskripsi_user:
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return "⚠️ Mohon isi deskripsi mesin dulu.", None
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OUTPUT WAJIB (BAHASA INDONESIA):
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1. DAFTAR KOMPONEN (
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2. CARA KERJA
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3. WIRING GUIDE
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4. PROGRAM CODE
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5. DIAGRAM BLOK (HANYA KODE GRAPHVIZ DOT)
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- Mulai dengan: digraph G {
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- Akhiri dengan: }
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- Gunakan: rankdir=LR; node [shape=box, style=filled, fillcolor=lightblue];
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"""
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try:
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#
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dot_code = ""
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else:
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# Render Gambar
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try:
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src = graphviz.Source(dot_code)
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output_path = src.render("diagram_output", format="png")
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return
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except:
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return
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except Exception as e:
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return f"
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# --- TAMPILAN
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with gr.Blocks(theme=gr.themes.Soft()) as app:
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gr.Markdown("# 🏭 AI
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gr.Markdown("
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with gr.Row():
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inp = gr.Textbox(lines=
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btn = gr.Button("🚀 RANCANG
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with gr.Row():
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out_txt = gr.Markdown(label="Dokumen Teknis")
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import gradio as gr
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import graphviz
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import re
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from huggingface_hub import InferenceClient
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# --- SETUP MODEL OPEN SOURCE (GRATIS & TANPA KUNCI) ---
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# Kita menggunakan Qwen 2.5 - 72 Miliar Parameter (Sangat Cerdas)
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# Model ini berjalan di server publik Hugging Face
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client = InferenceClient("Qwen/Qwen2.5-72B-Instruct")
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def engineer_mode(deskripsi_user):
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if not deskripsi_user:
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return "⚠️ Mohon isi deskripsi mesin dulu.", None
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# Prompt Insinyur yang sama, tapi dioptimalkan untuk Qwen
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prompt_system = """
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Anda adalah Senior Industrial Automation Engineer (20+ Tahun Pengalaman).
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Tugas Anda adalah merancang sistem mesin pabrik secara presisi, logis, dan aman.
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OUTPUT WAJIB (DALAM BAHASA INDONESIA):
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1. DAFTAR KOMPONEN (PART LIST): Sebutkan merk nyata (Omron, Siemens, dll) dan tipe spesifik.
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2. CARA KERJA: Jelaskan logika urutan dan fitur Safety (Interlock/Emergency).
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3. WIRING GUIDE: Panduan koneksi kabel (Pin-to-Pin).
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4. PROGRAM CODE: Berikan kode C++ (Arduino) atau Structured Text (PLC) yang lengkap dengan komentar.
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5. DIAGRAM BLOK (HANYA KODE GRAPHVIZ DOT):
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- Mulai dengan: digraph G {
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- Akhiri dengan: }
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- Gunakan: rankdir=LR; node [shape=box, style=filled, fillcolor=lightblue];
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- Pastikan sintaks valid.
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"""
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try:
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# Mengirim pesan ke Model Open Source
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messages = [
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{"role": "system", "content": prompt_system},
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{"role": "user", "content": f"Rancang mesin ini: {deskripsi_user}"}
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]
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# Streaming respons (agar tidak timeout)
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response_text = ""
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for message in client.chat_completion(messages, max_tokens=2000, stream=True):
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token = message.choices[0].delta.content
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response_text += token
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# --- PROSES DIAGRAM (VISUALISASI) ---
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dot_code = ""
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# Mencari pola kode DOT di dalam teks
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match = re.search(r'digraph G \{.*\}', response_text, re.DOTALL)
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if match:
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dot_code = match.group(0)
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else:
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# Fallback manual jika regex gagal
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if "digraph G {" in response_text:
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s = response_text.find("digraph G {")
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e = response_text.rfind("}") + 1
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dot_code = response_text[s:e]
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else:
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dot_code = 'digraph G { Error -> "Diagram Gagal Dibuat"; }'
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# Render Gambar
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try:
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src = graphviz.Source(dot_code)
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output_path = src.render("diagram_output", format="png")
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return response_text, output_path
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except:
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return response_text, None
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except Exception as e:
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return f"⚠️ Terjadi Kepadatan Server (Busy). Coba tekan tombol Rancang lagi dalam beberapa detik.\nError: {str(e)}", None
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# --- TAMPILAN APLIKASI ---
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with gr.Blocks(theme=gr.themes.Soft()) as app:
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gr.Markdown("# 🏭 AI Insinyur (Open Source Qwen 2.5)")
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gr.Markdown("Menggunakan model **Qwen-72B** yang gratis, tanpa API Key, dan presisi tinggi.")
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with gr.Row():
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inp = gr.Textbox(lines=5, label="Deskripsi Mesin", placeholder="Contoh: Alat pres hidrolik otomatis...")
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btn = gr.Button("🚀 RANCANG (GRATIS)", variant="primary")
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with gr.Row():
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out_txt = gr.Markdown(label="Dokumen Teknis")
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