Duplicate from jvictoria/EssayChecker

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README.md

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+---
+title: EssayChecker
+emoji: 📊
+colorFrom: blue
+colorTo: purple
+sdk: gradio
+sdk_version: 3.23.0
+app_file: app.py
+pinned: false
+duplicated_from: jvictoria/EssayChecker
+---
+
+Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference

app.py

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+import openai
+import gradio
+import os
+import re
+
+openai.api_key = os.environ.get("API_TOKEN")
+
+messages = [{"role": "system", "content": "You are an education expert who can correct essays. You are bilingual in English and Japanese"}]
+
+MAX_TOKENS = 4096
+MAX_HISTORY = 1
+
+def CustomChatGPT(user_input):
+    global messages
+    essay_keywords = ["essay", "エッセイ", "論文"]
+    action_keywords = ["write", "make", "create", "生成", "作成", "書く"]
+
+    if any(re.search(f"{action_kw}.*{essay_kw}", user_input.lower()) for action_kw in action_keywords for essay_kw in essay_keywords):
+        return "I'm sorry, I cannot write an essay for you."
+
+    # Clear the messages list before adding new messages
+    messages = [{"role": "system", "content": "You are an education expert who can correct essays. You are bilingual in English and Japanese"}]
+
+    user_message = {"role": "user", "content": f"Step 1, find make grammar and spelling and corrections. Step 2, show the corrected version. Step 3, Explain in detail all the errors from what I originally wrote. Put each explanation in a bullet point: [{user_input}]"}
+    
+    messages.append(user_message)
+    
+    while True:
+        response = openai.ChatCompletion.create(
+            model="gpt-3.5-turbo",
+            messages=messages
+        )
+
+        total_tokens = response['usage']['total_tokens']
+        if total_tokens < MAX_TOKENS:
+            break
+
+    ChatGPT_reply = response["choices"][0]["message"]["content"]
+    messages.append({"role": "assistant", "content": ChatGPT_reply})
+
+    return ChatGPT_reply
+
+# Add text instructions on top of the input and output boxes
+input_text = "ここに訂正してほしい英語の作文を置いてください。そして「Submit」を押してください:"
+output_text = "訂正と説明はここに表示されます:"
+instructions = "このアプリケーションは、文法と綴りをチェックするために使用できます。アプリは、修正した作文を提供し、それに続いて修正の説明を示します。アプリは、1つのパラグラフずつ入力する場合に最適に機能します。例えば、3つのパラグラフから成る作文をチェックしたい場合は、それぞれのパラグラフを「Submit」してください。つまり、プログラムを3回実行し、各パラグラフごとに1回ずつ実行してください。"
+
+# Modify the Gradio interface to include the text instructions and image
+demo = gradio.Interface(fn=CustomChatGPT, inputs=gradio.inputs.Textbox(lines=5, label=input_text), outputs=gradio.outputs.Textbox(label=output_text), title="Teacher Jihan's Checking Assistant", description=instructions)
+
+demo.launch(share=False, debug=True)

requirements.txt

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+openai>=0.27.0
+gradio==3.26.0