Create app.py

app.py

@@ -0,0 +1,31 @@
+import gradio as gr
+from huggingface_hub import InferenceApi
+
+# 初始化 Inference API 客戶端
+model_id = "dingckc/FineLlama-3.1-8B"
+api_token = "hf_rhrXnUPYwsSCgmhidDnEXNXOkELWHLTr" 
+inference = InferenceApi(repo_id=model_id, token=api_token, task="text-generation")
+
+# 定義推理函數
+def evaluate_essay(title, essay):
+    input_text = f"""
+    Essay Title: {title}
+    Essay Rubric: Evaluate the argument based on clarity, coherence, lexical resource, and grammatical accuracy.
+    Essay: {essay}
+    Please generate a detailed evaluation based on the rubric provided above.
+    """
+    response = inference(inputs=input_text)
+    return response.get("generated_text", "No evaluation available.")
+
+# 使用 Gradio 構建界面
+title_input = gr.inputs.Textbox(label="Essay Title")
+essay_input = gr.inputs.Textbox(label="Essay Content", lines=10)
+output_text = gr.outputs.Textbox(label="Evaluation Result")
+
+gr.Interface(
+    fn=evaluate_essay,
+    inputs=[title_input, essay_input],
+    outputs=output_text,
+    title="Essay Evaluation",
+    description="Enter the title and content of your essay to receive an evaluation."
+).launch()