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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("") | |
| demo.launch(enable_queue=True, debug=True) | |