Create app.py

app.py

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+import gradio as gr
+from joblib import load
+from huggingface_hub import hf_hub_download
+import pandas as pd
+
+# Carregar o modelo diretamente do Hugging Face
+model_path = hf_hub_download(repo_id="coan/botClaiton", filename="model.pkl")
+model = load(model_path)
+
+# Função de previsão
+def predict_price(open_price, high_price, low_price, volume):
+    # Criar um dataframe com os dados de entrada
+    data = pd.DataFrame({
+        "Open": [open_price],
+        "High": [high_price],
+        "Low": [low_price],
+        "Volume": [volume],
+    })