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app.py

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+import gradio as gr
+import pandas as pd
+import random
+import re
+from langchain.chat_models import ChatOpenAI
+from langchain.schema import AIMessage, HumanMessage, SystemMessage
+import os
+
+korean_word_data = pd.read_csv("korean_word_data.csv")
+llm = ChatOpenAI(temperature=1.0, model="gpt-3.5-turbo")
+
+
+def response(message, history):
+    levels = ["초급", "중급", "상급"]
+    print(history)
+
+    # 난이도 선택 메시지인 경우
+    if message in levels:
+        level_int = levels.index(message) + 1
+        this_level_word = korean_word_data[korean_word_data["level"] == level_int]
+        word_info = this_level_word.iloc[random.randint(0, len(this_level_word))]
+        description = word_info["description"]
+        word_type = word_info["type"]
+        return f"""🕹️ {message} 난이도로 게임을 시작할게요 🕹️
+
+        설명하는 이 단어를 맞춰보세요.
+        <{word_type}>[{description}]"""
+
+    # 이전 대화 확인
+    for user, bot in reversed(history):
+        if "난이도로 게임을 시작할게요 🕹️" in bot:
+            description_pattern = r"\[([^\]]*)\]"
+            word_info = korean_word_data[
+                korean_word_data["description"]
+                == re.search(description_pattern, bot).group(1)
+            ].iloc[0]
+            level, word_type, word, description, example, word_len, choseong = (
+                word_info["level"],
+                word_info["type"],
+                word_info["word"],
+                word_info["description"],
+                word_info["example"],
+                word_info["word_len"],
+                word_info["choseong"],
+            )
+            prompt = f"""You are a chatbot conducting a Korean vocabulary matching game. The current word's information is as follows:
+            Correct Word: {word}, Difficulty: {levels[level-1]}, Part of Speech: {word_type}, Meaning: [{description}], Example Sentence: [{example}], Word Length: {word_len}, Consonant: {choseong}
+            The user's input message is [{message}]. If the user is playing the Korean vocabulary matching game, compare the correct word with the message. If they are similar, respond with an expression of near-miss. If not similar, send words of encouragement.
+            If you think the content of the message is not related to the vocabulary matching game, respond appropriately to the situation.
+            If the user seems to be struggling, inform them that there are hints available.
+            Provide hints in this order: Example Sentence -> Word Length -> Consonant, and give only one hint at a time.
+
+            What you must follow:
+            1. Never say the correct word during a conversation.
+            2. Do not give hints unless there is a direct request for them from the user.
+            3. If the user answers correctly, ask them to enter the new difficulty level.
+            4. Give all answers in Korean."""
+
+            history_langchain_format = []
+            history_langchain_format.append(SystemMessage(content=prompt))
+            for human, ai in history:
+                history_langchain_format.append(HumanMessage(content=human))
+                history_langchain_format.append(AIMessage(content=ai))
+            history_langchain_format.append(HumanMessage(content=message))
+
+            gpt_response = llm(history_langchain_format)
+            return gpt_response.content
+
+    # 게임 시작 메시지가 없는 경우
+    return "초급, 중급, 상급 중 맞출 단어의 난이도를 골라주세요. 😎"
+
+
+gr.ChatInterface(
+    fn=response,
+    textbox=gr.Textbox(container=False, scale=10),
+    title="🎮 한국어 어휘 맞추기 게임: Korean Learning Game 🎮",
+    description="안녕하세요! 이 게임의 난이도는 초급, 중급, 상급으로 사용자가 자유롭게 난이도를 선택할 수 있습니다. 예시를 참고하여 난이도를 정확하게 입력해주세요. 난이도를 입력하면 게임이 시작됩니다.",
+    theme="soft",
+    examples=[["초급"], ["중급"], ["상급"]],
+    retry_btn="다시보내기 ↩",
+    undo_btn="이전 대화 지우기",
+    clear_btn="전체 대화 지우기",
+).launch()

requirements.txt

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+pandas==2.1.2
+numpy==1.26.1
+gradio==4.1.2
+gradio_client==0.7.0
+langchain==0.0.333
+async-timeout==4.0.3
+openai==1.2.2