python WEBブラウザ

import sys
import os
import json
from PyQt5.QtWidgets import (QApplication, QMainWindow, QVBoxLayout, QHBoxLayout, QPushButton, QLineEdit, QWidget, QTabWidget, QAction, QMenuBar, QMenu, QListWidget, QInputDialog, QMessageBox, QFileDialog, QToolBar)
from PyQt5.QtWebEngineWidgets import QWebEngineView, QWebEngineProfile, QWebEngineDownloadItem
from PyQt5.QtCore import QUrl, QTimer, Qt

class Browser(QMainWindow):
    def __init__(self):
        super().__init__()
        self.setWindowTitle('Advanced Browser')
        self.setGeometry(100, 100, 1200, 800)
        
        self.bookmarks = []
        self.history = []
        self.home_page = 'http://www.google.com'
        self.auto_browse_url = ''
        self.auto_browse_interval = 60
        self.timer = QTimer(self)
        self.timer.timeout.connect(self.auto_browse)

        self.load_settings()

        self.tab_widget = QTabWidget()
        self.tab_widget.setDocumentMode(True)
        self.tab_widget.tabBarDoubleClicked.connect(self.add_new_tab)
        self.tab_widget.currentChanged.connect(self.update_url_bar)
        self.tab_widget.setTabsClosable(True)
        self.tab_widget.tabCloseRequested.connect(self.close_current_tab)

        self.setCentralWidget(self.tab_widget)
        self.status = QLineEdit()
        self.status.setReadOnly(True)
        self.statusBar().addPermanentWidget(self.status)

        navtb = QToolBar("Navigation")
        self.addToolBar(navtb)

        self.url_bar = QLineEdit()
        self.url_bar.returnPressed.connect(self.navigate_to_url)

        self.back_button = QPushButton('<')
        self.back_button.clicked.connect(lambda: self.tab_widget.currentWidget().back())

        self.forward_button = QPushButton('>')
        self.forward_button.clicked.connect(lambda: self.tab_widget.currentWidget().forward())

        self.reload_button = QPushButton('R')
        self.reload_button.clicked.connect(lambda: self.tab_widget.currentWidget().reload())

        self.add_tab_button = QPushButton('+')
        self.add_tab_button.clicked.connect(self.add_new_tab)

        self.auto_browse_button = QPushButton('Auto Browse')
        self.auto_browse_button.clicked.connect(self.toggle_auto_browse)

        navtb.addWidget(self.back_button)
        navtb.addWidget(self.forward_button)
        navtb.addWidget(self.reload_button)
        navtb.addWidget(self.url_bar)
        navtb.addWidget(self.add_tab_button)
        navtb.addWidget(self.auto_browse_button)

        self.menu_bar = QMenuBar()
        self.setMenuBar(self.menu_bar)

        self.file_menu = QMenu("&File", self)
        self.menu_bar.addMenu(self.file_menu)

        self.bookmark_menu = QMenu("&Bookmarks", self)
        self.menu_bar.addMenu(self.bookmark_menu)
        self.bookmark_menu.addAction("Add Bookmark", self.add_bookmark)
        self.bookmark_menu.addAction("Show Bookmarks", self.show_bookmarks)

        self.history_menu = QMenu("&History", self)
        self.menu_bar.addMenu(self.history_menu)
        self.history_menu.addAction("Show History", self.show_history)
        
        self.settings_menu = QMenu("&Settings", self)
        self.menu_bar.addMenu(self.settings_menu)
        self.settings_menu.addAction("Set Home Page", self.set_home_page)
        self.settings_menu.addAction("Set Auto Browse", self.set_auto_browse)

        self.add_new_tab(QUrl(self.home_page), "Home")

    def add_new_tab(self, qurl=None, label="New Tab"):
        if qurl is None:
            qurl = QUrl(self.home_page)

        browser = QWebEngineView()
        browser.setUrl(qurl)
        i = self.tab_widget.addTab(browser, label)
        self.tab_widget.setCurrentIndex(i)

        browser.urlChanged.connect(lambda qurl, browser=browser: self.update_url(qurl, browser))
        browser.loadFinished.connect(lambda _, i=i, browser=browser: self.tab_widget.setTabText(i, browser.page().title()))
        browser.page().profile().downloadRequested.connect(self.download_requested)

    def update_url(self, qurl, browser=None):
        if browser != self.tab_widget.currentWidget():
            return
        self.url_bar.setText(qurl.toString())
        self.status.setText(qurl.toString())
        self.history.append(qurl.toString())

    def navigate_to_url(self):
        qurl = QUrl(self.url_bar.text())
        self.tab_widget.currentWidget().setUrl(qurl)

    def update_url_bar(self, i):
        qurl = self.tab_widget.currentWidget().url()
        self.url_bar.setText(qurl.toString())
        self.status.setText(qurl.toString())

    def close_current_tab(self, i):
        if self.tab_widget.count() < 2:
            return
        self.tab_widget.removeTab(i)

    def add_bookmark(self):
        url = self.url_bar.text()
        if url and url not in self.bookmarks:
            self.bookmarks.append(url)
            QMessageBox.information(self, "Bookmark Added", "Bookmark has been added.")
            self.save_settings()

    def show_bookmarks(self):
        dlg = QInputDialog(self)
        dlg.setLabelText("Bookmarks:")
        dlg.setComboBoxItems(self.bookmarks)
        dlg.exec_()

    def show_history(self):
        dlg = QInputDialog(self)
        dlg.setLabelText("History:")
        dlg.setComboBoxItems(self.history)
        dlg.exec_()

    def set_home_page(self):
        url, ok = QInputDialog.getText(self, "Set Home Page", "Enter URL:")
        if ok and url:
            self.home_page = url
            self.save_settings()

    def set_auto_browse(self):
        url, ok1 = QInputDialog.getText(self, "Set Auto Browse URL", "Enter URL:")
        if ok1 and url:
            interval, ok2 = QInputDialog.getInt(self, "Set Auto Browse Interval", "Enter Interval (seconds):", min=1)
            if ok2:
                self.auto_browse_url = url
                self.auto_browse_interval = interval
                self.save_settings()

    def toggle_auto_browse(self):
        if self.timer.isActive():
            self.timer.stop()
            self.auto_browse_button.setText("Auto Browse")
        else:
            self.timer.start(self.auto_browse_interval * 1000)
            self.auto_browse_button.setText("Stop Auto Browse")

    def auto_browse(self):
        if self.auto_browse_url:
            self.tab_widget.currentWidget().setUrl(QUrl(self.auto_browse_url))

    def download_requested(self, download):
        path, _ = QFileDialog.getSaveFileName(self, "Save File", download.path())
        if path:
            download.setPath(path)
            download.accept()

    def load_settings(self):
        if os.path.exists('browser_settings.json'):
            with open('browser_settings.json', 'r') as f:
                settings = json.load(f)
                self.bookmarks = settings.get('bookmarks', [])
                self.history = settings.get('history', [])
                self.home_page = settings.get('home_page', 'http://www.google.com')
                self.auto_browse_url = settings.get('auto_browse_url', '')
                self.auto_browse_interval = settings.get('auto_browse_interval', 60)

    def save_settings(self):
        settings = {
            'bookmarks': self.bookmarks,
            'history': self.history,
            'home_page': self.home_page,
            'auto_browse_url': self.auto_browse_url,
            'auto_browse_interval': self.auto_browse_interval
        }
        with open('browser_settings.json', 'w') as f:
            json.dump(settings, f)

app = QApplication(sys.argv)
app.setApplicationName("Advanced Browser")
window = Browser()
window.show()
sys.exit(app.exec_())

python バケモン

import random

class Bakemon:
    def __init__(self, name, hp, attack):
        self.name = name
        self.hp = hp
        self.attack = attack

    def is_alive(self):
        return self.hp > 0

    def take_damage(self, damage):
        self.hp -= damage
        if self.hp < 0:
            self.hp = 0

    def attack_opponent(self, opponent):
        damage = random.randint(1, self.attack)
        opponent.take_damage(damage)
        return damage

def create_bakemon():
    bakemon_list = [
        Bakemon("Bakachu", 50, 10),
        Bakemon("Charabak", 60, 12),
        Bakemon("Bakasaur", 55, 11),
        Bakemon("Squirtlemon", 50, 10)
    ]
    return bakemon_list

def choose_bakemon(bakemon_list):
    print("Choose your Bakemon:")
    for idx, bakemon in enumerate(bakemon_list):
        print(f"{idx + 1}. {bakemon.name} (HP: {bakemon.hp}, Attack: {bakemon.attack})")
    choice = int(input("Enter the number of your choice: ")) - 1
    return bakemon_list[choice]

def battle(player_bakemon, enemy_bakemon):
    print(f"A wild {enemy_bakemon.name} appeared!")
    while player_bakemon.is_alive() and enemy_bakemon.is_alive():
        print(f"\n{player_bakemon.name} (HP: {player_bakemon.hp}) vs {enemy_bakemon.name} (HP: {enemy_bakemon.hp})")
        action = input("Do you want to attack (a) or run (r)? ").lower()
        if action == 'a':
            damage = player_bakemon.attack_opponent(enemy_bakemon)
            print(f"{player_bakemon.name} dealt {damage} damage to {enemy_bakemon.name}!")
            if enemy_bakemon.is_alive():
                damage = enemy_bakemon.attack_opponent(player_bakemon)
                print(f"{enemy_bakemon.name} dealt {damage} damage to {player_bakemon.name}!")
            else:
                print(f"{enemy_bakemon.name} is defeated!")
                break
        elif action == 'r':
            print("You ran away!")
            break
        else:
            print("Invalid action. Please choose again.")
    
    if not player_bakemon.is_alive():
        print(f"{player_bakemon.name} is defeated! Game over.")
        return False
    return True

def main():
    print("Welcome to the Bakemon game!")
    bakemon_list = create_bakemon()
    player_bakemon = choose_bakemon(bakemon_list)
    
    while True:
        enemy_bakemon = random.choice(bakemon_list)
        if enemy_bakemon == player_bakemon:
            continue
        if not battle(player_bakemon, enemy_bakemon):
            break
        play_again = input("Do you want to battle again? (y/n): ").lower()
        if play_again != 'y':
            print("Thanks for playing! Goodbye.")
            break

if __name__ == "__main__":
    main()

python 簡単な会話モデルの構築

from nltk.chat.util import Chat, reflections

pairs = [
[‘こんにちは’, [‘こんにちは!’, ‘どうもこんにちは!’]],
[‘元気ですか?’, [‘はい、元気です!’, ‘お尋ねいただきありがとうございます。’]],
[‘名前は何ですか?’, [‘私はチャットボットです。’, ‘私の名前はチャットボットです。’]],
[‘さようなら’, [‘さようなら!またね。’, ‘良い一日を!’]],
]

chatbot = Chat(pairs, reflections)

def chatbot_response(user_input):
return chatbot.respond(user_input)

ユーザーとの対話

while True:
user_input = input(“あなた: “)
response = chatbot_response(user_input)
print(“チャットボット:”, response)

python chatGPT2-AI

chatGPT-2.py

from flask import Flask, render_template, request, redirect, url_for
from transformers import GPT2Tokenizer, GPT2LMHeadModel
import wikipedia

app = Flask(__name__)

# GPT-2のトークナイザーとモデルをロード
tokenizer = GPT2Tokenizer.from_pretrained("gpt2")
model = GPT2LMHeadModel.from_pretrained("gpt2")

@app.route('/')
def index():
    return render_template('index.html')

@app.route('/generate', methods=['POST'])
def generate_text():
    # ユーザーからの入力を取得
    prompt_text = request.form['prompt']
    
    try:
        # Wikipediaからテキストを取得
        wikipedia_text = wikipedia.summary(prompt_text)
        
        # テキストの生成
        inputs = tokenizer.encode(wikipedia_text, return_tensors="pt")
        outputs = model.generate(inputs, max_length=100, num_return_sequences=1, temperature=0.7)
        
        # 生成されたテキストをデコードしてHTMLコードに組み込む
        generated_text = tokenizer.decode(outputs[0], skip_special_tokens=True)
        
        # 生成されたテキストとWikipediaのテキストと共にHTMLを返す
        return render_template('index.html', prompt_text=prompt_text, generated_text=generated_text, wikipedia_text=wikipedia_text)
    
    except wikipedia.exceptions.DisambiguationError as e:
        # 曖昧性がある場合は、候補のリストを表示
        options = e.options
        return render_template('disambiguation.html', options=options)
    
    except wikipedia.exceptions.PageError:
        wikipedia_text = "Wikipediaにそのトピックが見つかりませんでした。"
        return render_template('index.html', prompt_text=prompt_text, wikipedia_text=wikipedia_text)

@app.route('/generate_with_option/<option>', methods=['GET'])
def generate_with_option(option):
    try:
        # Wikipediaからテキストを取得
        wikipedia_text = wikipedia.summary(option)
        
        # テキストの生成
        inputs = tokenizer.encode(wikipedia_text, return_tensors="pt")
        outputs = model.generate(inputs, max_length=100, num_return_sequences=1, temperature=0.7)
        
        # 生成されたテキストをデコードしてHTMLコードに組み込む
        generated_text = tokenizer.decode(outputs[0], skip_special_tokens=True)
        
        # 生成されたテキストとWikipediaのテキストと共にHTMLを返す
        return render_template('index.html', prompt_text=option, generated_text=generated_text, wikipedia_text=wikipedia_text)
    
    except wikipedia.exceptions.PageError:
        wikipedia_text = "Wikipediaにそのトピックが見つかりませんでした。"
        return render_template('index.html', prompt_text=option, wikipedia_text=wikipedia_text)

if __name__ == '__main__':
    app.run(debug=True)

templates/index.html

<!DOCTYPE html>
<html lang="en">
<head>
    <meta charset="UTF-8">
    <meta name="viewport" content="width=device-width, initial-scale=1.0">
    <title>Generate Text</title>
    <style>
        body {
            font-family: Arial, sans-serif;
            margin: 0;
            padding: 0;
            background-color: #f4f4f4;
        }

        header {
            text-align: center;
            margin-top: 50px;
        }

        main {
            max-width: 800px;
            margin: 0 auto;
            padding: 20px;
        }

        .form-section, .response-section, .wikipedia-section {
            background-color: #fff;
            border-radius: 8px;
            box-shadow: 0 0 10px rgba(0, 0, 0, 0.1);
            padding: 20px;
            margin-bottom: 20px;
        }

        .prompt-form {
            max-width: 100%;
        }

        label {
            font-weight: bold;
        }

        input[type="text"] {
            width: 100%;
            padding: 10px;
            margin: 10px 0;
            border: 1px solid #ccc;
            border-radius: 4px;
        }

        button {
            padding: 10px 20px;
            background-color: #007bff;
            color: #fff;
            border: none;
            border-radius: 4px;
            cursor: pointer;
            transition: background-color 0.3s ease;
        }

        button:hover {
            background-color: #0056b3;
        }

        .generated-text {
            margin-top: 20px;
        }

        .tweet-link {
            display: block;
            margin-top: 10px;
            text-align: center;
        }

        footer {
            text-align: center;
            margin-top: 50px;
        }
    </style>
</head>
<body>

    <header>
        <h1>Generate Text</h1>
    </header>

    <main>
        <section class="form-section">
            <form action="/generate" method="POST" class="prompt-form">
                <label for="prompt">Enter your prompt:</label><br>
                <input type="text" id="prompt" name="prompt" placeholder="Enter your prompt..."><br><br>
                <button type="submit">Generate</button>
            </form>
        </section>

        <!-- 生成されたテキストを表示 -->
        {% if generated_text %}
        <section class="response-section">
            <div class="response">
                <h2>Generated Text:</h2>
                <p class="generated-text">{{ generated_text }}</p>
                <a href="https://twitter.com/intent/tweet?text={{ generated_text }}" class="tweet-link">Tweet</a>
            </div>
        </section>
        {% endif %}

        <!-- Wikipediaからの関連情報を表示 -->
        {% if wikipedia_text %}
        <section class="wikipedia-section">
            <div class="wikipedia-info">
                <h2>Wikipedia Info:</h2>
                <p>{{ wikipedia_text }}</p>
            </div>
        </section>
        {% endif %}

        <!-- 保存ボタン -->
        <button id="saveButton">Save Generated Text</button>
    </main>

    <footer>
        <p>© 2024 Generate Text App</p>
    </footer>

    <script>
        // 保存ボタンがクリックされたときの処理
        document.getElementById('saveButton').addEventListener('click', function() {
            // 生成されたテキストを取得
            var generatedText = document.querySelector('.generated-text').innerText;
            // テキストをダウンロード用にBlobに変換
            var blob = new Blob([generatedText], { type: 'text/plain' });
            // BlobをURLに変換
            var url = window.URL.createObjectURL(blob);
            // ダウンロード用のリンクを作成してクリック
            var a = document.createElement('a');
            a.href = url;
            a.download = 'generated_text.txt';
            document.body.appendChild(a);
            a.click();
            // 不要なURLを解放
            window.URL.revokeObjectURL(url);
            document.body.removeChild(a);
        });
    </script>

</body>
</html>

今回はテキストデータを保存できるようにしました

python WEBブラウザー

import tkinter as tk
from tkinter import ttk, messagebox
import webbrowser
import os

class WebBrowser(tk.Tk):
    def __init__(self):
        super().__init__()
        self.title("Web Browser")
        self.geometry("800x600")

        self.notebook = ttk.Notebook(self)
        self.notebook.pack(fill="both", expand=True)

        self.tabs = []

        self.add_new_tab()

    def add_new_tab(self):
        tab = ttk.Frame(self.notebook)
        self.notebook.add(tab, text="New Tab")

        url_entry = ttk.Entry(tab, width=70)
        url_entry.grid(row=0, column=1, padx=5, pady=5, sticky="ew")
        url_entry.bind("<Return>", lambda event: self.open_webpage(url_entry.get()))

        go_button = ttk.Button(tab, text="Go", command=lambda: self.open_webpage(url_entry.get()))
        go_button.grid(row=0, column=2, padx=5, pady=5)

        back_button = ttk.Button(tab, text="Back", command=lambda: self.back(tab))
        back_button.grid(row=0, column=0, padx=5, pady=5)

        forward_button = ttk.Button(tab, text="Forward", command=lambda: self.forward(tab))
        forward_button.grid(row=0, column=3, padx=5, pady=5)

        close_button = ttk.Button(tab, text="X", command=lambda: self.close_tab(tab))
        close_button.grid(row=0, column=4, padx=5, pady=5)

        progress_bar = ttk.Progressbar(tab, orient="horizontal", mode="indeterminate")
        progress_bar.grid(row=1, column=1, columnspan=2, sticky="ew")

        web_browser = ttk.Frame(tab)
        web_browser.grid(row=2, column=0, columnspan=5, padx=5, pady=5, sticky="nsew")

        self.tabs.append({
            "tab": tab,
            "url_entry": url_entry,
            "go_button": go_button,
            "back_button": back_button,
            "forward_button": forward_button,
            "close_button": close_button,
            "progress_bar": progress_bar,
            "web_browser": web_browser,
            "browser": webbrowser.get(),
            "current_page": None
        })

    def open_webpage(self, url):
        if not url.startswith("http://") and not url.startswith("https://"):
            url = "http://" + url

        tab = self.notebook.select()
        tab_index = self.notebook.index(tab)
        tab_info = self.tabs[tab_index]

        tab_info["browser"].open_new(url)
        tab_info["current_page"] = url

    def back(self, tab):
        tab_index = self.notebook.index(tab)
        tab_info = self.tabs[tab_index]
        tab_info["browser"].back()

    def forward(self, tab):
        tab_index = self.notebook.index(tab)
        tab_info = self.tabs[tab_index]
        tab_info["browser"].forward()

    def close_tab(self, tab):
        tab_index = self.notebook.index(tab)
        self.notebook.forget(tab_index)
        del self.tabs[tab_index]

if __name__ == "__main__":
    app = WebBrowser()
    app.mainloop()

検索エンジン「Voogle」

import requests
from flask import Flask, request, jsonify

app = Flask(__name__)

class SearchEngine:
    def __init__(self, documents):
        self.documents = documents

    def search_local(self, query):
        results = []
        for doc in self.documents:
            if query.lower() in doc["text"].lower():
                results.append(doc)
        return results

    def search_wikipedia(self, query, lang='ja'):
        base_url = f"https://{lang}.wikipedia.org/w/api.php"
        params = {
            'action': 'query',
            'list': 'search',
            'srsearch': query,
            'format': 'json'
        }
        response = requests.get(base_url, params=params)
        if response.status_code == 200:
            search_results = response.json().get('query', {}).get('search', [])
            return [{'id': result['pageid'], 'text': result['snippet']} for result in search_results]
        else:
            return []

# サンプルドキュメントデータ
documents = [
    {"id": 1, "text": "Pythonは汎用の高水準言語です。"},
    {"id": 2, "text": "検索エンジンは情報を検索するためのツールです。"},
    {"id": 3, "text": "人工知能はコンピュータによる知的な振る舞いを実現する技術です。"},
    {"id": 4, "text": "Web開発では、HTML、CSS、JavaScriptなどの技術が使われます。"},
    {"id": 5, "text": "データサイエンティストはデータから有益な情報を引き出す専門家です。"}
]

# SearchEngineインスタンスの作成
search_engine = SearchEngine(documents)

@app.route("/", methods=["GET", "POST"])
def search():
    # 以前の関数の内容は変更なし
    if request.method == "POST":
        query = request.form["query"]
        local_results = search_engine.search_local(query)
        wiki_results = search_engine.search_wikipedia(query)
        all_results = local_results + wiki_results
        if not all_results:
            return "検索結果はありません。"
        else:
            result_text = "<br>".join([f"<div><strong>ID:</strong> {result['id']}, <strong>Text:</strong> {result['text']}</div>" for result in all_results])
            return f"""
            <!DOCTYPE html>
            <html>
            <head>
                <title>検索エンジン</title>
                <style>
                    body {{
                        font-family: Arial, sans-serif;
                        margin: 0 auto;
                        max-width: 800px;
                        padding: 20px;
                    }}
                    h1 {{
                        color: #333;
                    }}
                    form {{
                        margin-bottom: 20px;
                    }}
                    input[type="text"] {{
                        margin-right: 10px;
                        padding: 10px;
                        width: calc(100% - 122px);
                    }}
                    input[type="submit"] {{
                        padding: 10px 20px;
                        background-color: #4CAF50;
                        color: white;
                        border: none;
                        cursor: pointer;
                    }}
                    input[type="submit"]:hover {{
                        background-color: #45a049;
                    }}
                    div {{
                        margin-bottom: 10px;
                        padding: 10px;
                        background-color: #f2f2f2;
                        border-left: 4px solid #4CAF50;
                    }}
                </style>
            </head>
            <body>
                <h1>検索エンジン</h1>
                <form method="POST">
                    <label for="query">検索キーワード:</label>
                    <input type="text" name="query" id="query" required>
                    <input type="submit" value="検索">
                </form>
                {result_text}
            </body>
            </html>
            """
    return """
    <!DOCTYPE html>
    <html>
    <head>
        <title>検索エンジン</title>
        <style>
            body {
                font-family: Arial, sans-serif;
                margin: 0 auto;
                max-width: 800px;
                padding: 20px;
            }
            h1 {
                color: #333;
            }
            form {
                margin-bottom: 20px;
            }
            input[type="text"] {
                margin-right: 10px;
                padding: 10px;
                width: calc(100% - 122px);
            }
            input[type="submit"] {
                padding: 10px 20px;
                background-color: #4CAF50;
                color: white;
                border: none;
                cursor: pointer;
            }
            input[type="submit"]:hover {
                background-color: #45a049;
            }
        </style>
    </head>
    <body>
        <h1>検索エンジン</h1>
        <form method="POST">
            <label for="query">検索キーワード:</label>
            <input type="text" name="query" id="query" required>
            <input type="submit" value="検索">
        </form>
    </body>
    </html>
    """

if __name__ == "__main__":
    app.run(debug=True)

https://voogle.onrender.com/

GPT-2とWikipediaを使って生成するAI

GPT-2.py

from flask import Flask, render_template, request, redirect, url_for
from transformers import GPT2Tokenizer, GPT2LMHeadModel
import wikipedia

app = Flask(__name__)

# GPT-2のトークナイザーとモデルをロード
tokenizer = GPT2Tokenizer.from_pretrained("gpt2")
model = GPT2LMHeadModel.from_pretrained("gpt2")

@app.route('/')
def index():
    return render_template('index.html')

@app.route('/generate', methods=['POST'])
def generate_text():
    # ユーザーからの入力を取得
    prompt_text = request.form['prompt']
    
    try:
        # Wikipediaからテキストを取得
        wikipedia_text = wikipedia.summary(prompt_text)
        
        # テキストの生成
        inputs = tokenizer.encode(wikipedia_text, return_tensors="pt")
        outputs = model.generate(inputs, max_length=100, num_return_sequences=1, temperature=0.7)
        
        # 生成されたテキストをデコードしてHTMLコードに組み込む
        generated_text = tokenizer.decode(outputs[0], skip_special_tokens=True)
        
        # 生成されたテキストとWikipediaのテキストと共にHTMLを返す
        return render_template('index.html', prompt_text=prompt_text, generated_text=generated_text, wikipedia_text=wikipedia_text)
    
    except wikipedia.exceptions.DisambiguationError as e:
        # 曖昧性がある場合は、候補のリストを表示
        options = e.options
        return render_template('disambiguation.html', options=options)
    
    except wikipedia.exceptions.PageError:
        wikipedia_text = "Wikipediaにそのトピックが見つかりませんでした。"
        return render_template('index.html', prompt_text=prompt_text, wikipedia_text=wikipedia_text)

@app.route('/generate_with_option/<option>', methods=['GET'])
def generate_with_option(option):
    try:
        # Wikipediaからテキストを取得
        wikipedia_text = wikipedia.summary(option)
        
        # テキストの生成
        inputs = tokenizer.encode(wikipedia_text, return_tensors="pt")
        outputs = model.generate(inputs, max_length=100, num_return_sequences=1, temperature=0.7)
        
        # 生成されたテキストをデコードしてHTMLコードに組み込む
        generated_text = tokenizer.decode(outputs[0], skip_special_tokens=True)
        
        # 生成されたテキストとWikipediaのテキストと共にHTMLを返す
        return render_template('index.html', prompt_text=option, generated_text=generated_text, wikipedia_text=wikipedia_text)
    
    except wikipedia.exceptions.PageError:
        wikipedia_text = "Wikipediaにそのトピックが見つかりませんでした。"
        return render_template('index.html', prompt_text=option, wikipedia_text=wikipedia_text)

if __name__ == '__main__':
    app.run(debug=True)

templates/index.html

<!DOCTYPE html>
<html lang="en">
<head>
    <meta charset="UTF-8">
    <meta name="viewport" content="width=device-width, initial-scale=1.0">
    <title>Generate Text</title>
    <style>
        body {
            font-family: Arial, sans-serif;
            margin: 0;
            padding: 0;
            background-color: #f4f4f4;
        }

        h1 {
            text-align: center;
            margin-top: 50px;
        }

        form {
            max-width: 600px;
            margin: 0 auto;
            padding: 20px;
            background-color: #fff;
            border-radius: 8px;
            box-shadow: 0 0 10px rgba(0, 0, 0, 0.1);
        }

        label {
            font-weight: bold;
        }

        input[type="text"] {
            width: 100%;
            padding: 10px;
            margin: 10px 0;
            border: 1px solid #ccc;
            border-radius: 4px;
        }

        button {
            padding: 10px 20px;
            background-color: #007bff;
            color: #fff;
            border: none;
            border-radius: 4px;
            cursor: pointer;
            transition: background-color 0.3s ease;
        }

        button:hover {
            background-color: #0056b3;
        }

        .response {
            max-width: 600px;
            margin: 20px auto;
            padding: 20px;
            background-color: #fff;
            border-radius: 8px;
            box-shadow: 0 0 10px rgba(0, 0, 0, 0.1);
        }

        .generated-text {
            margin-top: 20px;
        }

        .tweet-link {
            display: block;
            margin-top: 10px;
            text-align: center;
        }
    </style>
</head>
<body>
    <h1>Generate Text</h1>
    <form action="/generate" method="POST">
        <label for="prompt">Enter your prompt:</label><br>
        <input type="text" id="prompt" name="prompt"><br><br>
        <button type="submit">Generate</button>
    </form>

    <!-- 生成されたテキストを表示 -->
    {% if generated_text %}
    <div class="response">
        <h2>Generated Text:</h2>
        <p class="generated-text">{{ generated_text }}</p>
        <a href="https://twitter.com/intent/tweet?text={{ generated_text }}" class="tweet-link" target="_blank">Tweet</a>
    </div>
    {% endif %}
</body>
</html>

templates/disambiguation.html

<!DOCTYPE html>
<html lang="en">
<head>
    <meta charset="UTF-8">
    <meta name="viewport" content="width=device-width, initial-scale=1.0">
    <title>Disambiguation Page</title>
</head>
<body>
    <h1>Disambiguation</h1>
    <p>Multiple meanings were found for the provided prompt. Please select the intended meaning:</p>
    <ul>
        {% for option in options %}
            <li><a href="{{ url_for('generate_with_option', option=option) }}">{{ option }}</a></li>
        {% endfor %}
    </ul>
</body>
</html>

python GPT-2

from transformers import GPT2LMHeadModel, GPT2Tokenizer

def generate_text(prompt, max_length=100):
    tokenizer = GPT2Tokenizer.from_pretrained("gpt2")
    model = GPT2LMHeadModel.from_pretrained("gpt2")

    inputs = tokenizer.encode(prompt, return_tensors='pt')
    outputs = model.generate(inputs, max_length=max_length, num_return_sequences=1)
    return tokenizer.decode(outputs[0], skip_special_tokens=True)

prompt = "こんにちは"
generated_text = generate_text(prompt)
print(generated_text)

python タスク

import os
import json
from datetime import datetime

class Task:
    def __init__(self, description, deadline=None, completed=False):
        self.description = description
        self.deadline = deadline
        self.completed = completed

    def to_dict(self):
        return {
            "description": self.description,
            "deadline": self.deadline.strftime("%Y-%m-%d %H:%M") if self.deadline else None,
            "completed": self.completed
        }

    @classmethod
    def from_dict(cls, task_dict):
        deadline_str = task_dict.get("deadline")
        deadline = datetime.strptime(deadline_str, "%Y-%m-%d %H:%M") if deadline_str else None
        return cls(task_dict["description"], deadline, task_dict["completed"])

class TaskList:
    def __init__(self, filename):
        self.filename = filename
        self.tasks = []
        self.load_tasks()

    def load_tasks(self):
        if os.path.exists(self.filename):
            with open(self.filename, 'r') as file:
                task_data = json.load(file)
                self.tasks = [Task.from_dict(task_dict) for task_dict in task_data]

    def save_tasks(self):
        with open(self.filename, 'w') as file:
            task_data = [task.to_dict() for task in self.tasks]
            json.dump(task_data, file, indent=4)

    def add_task(self, description, deadline_str=None):
        deadline = datetime.strptime(deadline_str, "%Y-%m-%d %H:%M") if deadline_str else None
        task = Task(description, deadline)
        self.tasks.append(task)
        self.save_tasks()
        print("タスクを追加しました")

    def edit_task(self, task_index, description=None, deadline_str=None):
        if 1 <= task_index <= len(self.tasks):
            task = self.tasks[task_index - 1]
            if description:
                task.description = description
            if deadline_str:
                task.deadline = datetime.strptime(deadline_str, "%Y-%m-%d %H:%M") if deadline_str else None
            self.save_tasks()
            print("タスクを編集しました")
        else:
            print("無効なタスク番号です")

    def display_tasks(self):
        if not self.tasks:
            print("タスクはありません")
        else:
            print("タスク一覧:")
            for i, task in enumerate(self.tasks, 1):
                status = "完了" if task.completed else "未完了"
                deadline = task.deadline.strftime("%Y-%m-%d %H:%M") if task.deadline else "なし"
                print(f"{i}. [{status}] {task.description} (締切: {deadline})")

    def mark_task_completed(self, task_index):
        if 1 <= task_index <= len(self.tasks):
            task = self.tasks[task_index - 1]
            task.completed = True
            self.save_tasks()
            print(f"タスク '{task.description}' を完了にしました")
        else:
            print("無効なタスク番号です")

    def delete_task(self, task_index):
        if 1 <= task_index <= len(self.tasks):
            deleted_task = self.tasks.pop(task_index - 1)
            self.save_tasks()
            print(f"タスク '{deleted_task.description}' を削除しました")
        else:
            print("無効なタスク番号です")

def main():
    filename = "tasks.json"
    task_list = TaskList(filename)

    while True:
        print("\n操作を選択してください:")
        print("1. タスクを追加")
        print("2. タスクを編集")
        print("3. タスク一覧を表示")
        print("4. タスクを完了にする")
        print("5. タスクを削除する")
        print("6. 終了")

        choice = input("選択 (1/2/3/4/5/6): ")

        if choice == '6':
            break
        elif choice == '1':
            description = input("新しいタスクの説明を入力してください: ")
            deadline_str = input("締切日時 (YYYY-MM-DD HH:MM) を入力してください (未入力可): ")
            task_list.add_task(description, deadline_str)
        elif choice == '2':
            task_list.display_tasks()
            task_index = int(input("編集するタスクの番号を入力してください: "))
            description = input("新しい説明を入力してください (未入力で変更なし): ")
            deadline_str = input("新しい締切日時 (YYYY-MM-DD HH:MM) を入力してください (未入力で変更なし): ")
            task_list.edit_task(task_index, description, deadline_str)
        elif choice == '3':
            task_list.display_tasks()
        elif choice == '4':
            task_list.display_tasks()
            task_index = int(input("完了にするタスクの番号を入力してください: "))
            task_list.mark_task_completed(task_index)
        elif choice == '5':
            task_list.display_tasks()
            task_index = int(input("削除するタスクの番号を入力してください: "))
            task_list.delete_task(task_index)
        else:
            print("無効な選択です")

if __name__ == "__main__":
    main()