Ghost-Coder / app.py
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import gradio as gr
import requests
import time
# --- LOGIC ---
def ghost_translate(cuda_code):
# This will eventually point to your MI300X droplet's IP
# For now, we simulate the "Ghost" agentic flow for the UI
yield "👻 Ghost-Coder: Analyzing CUDA Kernel...", ""
time.sleep(1)
yield "🔄 Translating to HIP (AMD ROCm)...", ""
time.sleep(2)
# Simulating a self-healing loop
yield "🛠️ Compilation Attempt 1: detected missing semicolon...", "Error: expected ';' at line 4"
time.sleep(2)
yield "✅ Self-Healing successful! HIP Code generated.", "Final HIP Code Generated & Verified."
# --- UI DESIGN ---
with gr.Blocks(theme=gr.themes.Soft()) as demo:
gr.Markdown("# 👻 Ghost-Coder: Autonomous CUDA-to-HIP Agent")
gr.Markdown("### Powered by AMD Instinct™ MI300X | Qwen2.5-Coder-32B")
with gr.Row():
with gr.Column():
input_code = gr.Code(label="Paste CUDA Code Here", language="cpp", lines=15)
run_btn = gr.Button("Translate & Verify", variant="primary")
with gr.Column():
output_code = gr.Code(label="Generated HIP Code", language="cpp", lines=15)
logs = gr.Textbox(label="Agent Status & Self-Healing Logs", interactive=False)
run_btn.click(ghost_translate, inputs=[input_code], outputs=[logs, output_code])
demo.launch()