Initial commit

app.py

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+import gradio as gr
+import requests
+import os 
+
+##Bloom Inference API
+API_URL = "https://api-inference.huggingface.co/models/bigscience/bloom"
+HF_TOKEN = os.environ["HF_TOKEN"]
+headers = {"Authorization": f"Bearer {HF_TOKEN}"}
+
+def write_essay(sample_topic, user_topic):
+  if len(sample_topic) == 0:
+    sample_topic = user_topic 
+  p = "Instruction: Write a five-paragraph essay for the following topic:\nSuggested Length: more than 120 words\nTOPIC: " + sample_topic + "\n\nESSAY:"
+  try:
+    json_ = {"inputs": p,
+            "parameters":
+            {
+            "top_p": 0.9,
+          "temperature": 1.1,
+          "max_new_tokens": 250,
+          "return_full_text": True
+          }, "options": 
+              {
+              "use_cache": True,
+              "wait_for_model":True
+              },}
+    response = requests.post(API_URL, headers=headers, json=json_)
+    print(f"Response  is : {response}")
+    output = response.json()
+    print(f"output is : {output}") #{output}")
+    output_tmp = output[0]['generated_text']
+    print(f"output_tmp is: {output_tmp}")
+    #print(response) 
+    return output_tmp
+  except:
+    return "Invalid Query"
+  
+demo = gr.Blocks()
+
+with demo:
+  gr.Markdown("<h3><center>人工知能から学ぶ、英検作文へのヒント</center></h3>")
+  gr.Markdown("<h4><center>使い方：トピックを選んで画面左下にある「エッセイ作成」ボタンをクリック</center></h4>")
+  gr.Markdown("<h4><center>※重要：費用があまりにも大きくなってきましたのでサービスを中止させていただきます。</center></h4>")
+  gr.Markdown("<h4><center>専用のAPIキーを取得してご利用ください。</center></h4>")
+  gr.Markdown("<center>Created by Choimirai School</center>")
+  
+  with gr.Row():
+    sample_topic = gr.Radio([
+    "Will humans live on other planets someday?", 
+    "Japan should become a completely cashless society.", 
+    "Global overpopulation is a serious threat to the future of humankind.",
+    "Improving relations with other Asian nations should be a priority for the Japanese government.",
+    "Can renewable energy sources replace fossil fuels?",
+    "Should democratic nations actively promote the spread of democracy to nondemocratic nations?",
+    "Agree or disagree, Infectious diseases will become a bigger problem in the coming decades.",  ], label= "Choose a sample TOPIC")
+  
+    user_topic = gr.Textbox(label="Or, write your own topic for Eiken essay.", value="Will fossil fuels such as oil and gas still be the world's main source of energy in the coming decades?")
+  
+  with gr.Row():
+    written_essay = gr.inputs.Textbox(lines=20, label="Sample Essay written by GPT-3")
+  
+  b1 = gr.Button("エッセイ作成")
+  b1.click(write_essay, inputs = [sample_topic, user_topic], outputs = written_essay) 
+  
+  with gr.Row(): 
+    gr.Markdown("![visitor badge](https://visitor-badge.glitch.me/badge?page_id=sangmin_eiken-essay-with-gpt3)")
+ 
+demo.launch(enable_queue=True, debug=True)