{"id":19703,"date":"2024-02-21T12:52:40","date_gmt":"2024-02-21T03:52:40","guid":{"rendered":"http:\/\/www.tyosuke20xx.com\/blog\/?p=19703"},"modified":"2024-02-21T12:54:07","modified_gmt":"2024-02-21T03:54:07","slug":"python-chatgpt2-ai","status":"publish","type":"post","link":"http:\/\/www.tyosuke20xx.com\/blog\/?p=19703","title":{"rendered":"python chatGPT2-AI"},"content":{"rendered":"\n

chatGPT-2.py<\/p>\n\n\n\n

from flask import Flask, render_template, request, redirect, url_for\r\nfrom transformers import GPT2Tokenizer, GPT2LMHeadModel\r\nimport wikipedia\r\n\r\napp = Flask(__name__)\r\n\r\n# GPT-2\u306e\u30c8\u30fc\u30af\u30ca\u30a4\u30b6\u30fc\u3068\u30e2\u30c7\u30eb\u3092\u30ed\u30fc\u30c9\r\ntokenizer = GPT2Tokenizer.from_pretrained("gpt2")\r\nmodel = GPT2LMHeadModel.from_pretrained("gpt2")\r\n\r\n@app.route('\/')\r\ndef index():\r\n    return render_template('index.html')\r\n\r\n@app.route('\/generate', methods=['POST'])\r\ndef generate_text():\r\n    # \u30e6\u30fc\u30b6\u30fc\u304b\u3089\u306e\u5165\u529b\u3092\u53d6\u5f97\r\n    prompt_text = request.form['prompt']\r\n    \r\n    try:\r\n        # Wikipedia\u304b\u3089\u30c6\u30ad\u30b9\u30c8\u3092\u53d6\u5f97\r\n        wikipedia_text = wikipedia.summary(prompt_text)\r\n        \r\n        # \u30c6\u30ad\u30b9\u30c8\u306e\u751f\u6210\r\n        inputs = tokenizer.encode(wikipedia_text, return_tensors="pt")\r\n        outputs = model.generate(inputs, max_length=100, num_return_sequences=1, temperature=0.7)\r\n        \r\n        # \u751f\u6210\u3055\u308c\u305f\u30c6\u30ad\u30b9\u30c8\u3092\u30c7\u30b3\u30fc\u30c9\u3057\u3066HTML\u30b3\u30fc\u30c9\u306b\u7d44\u307f\u8fbc\u3080\r\n        generated_text = tokenizer.decode(outputs[0], skip_special_tokens=True)\r\n        \r\n        # \u751f\u6210\u3055\u308c\u305f\u30c6\u30ad\u30b9\u30c8\u3068Wikipedia\u306e\u30c6\u30ad\u30b9\u30c8\u3068\u5171\u306bHTML\u3092\u8fd4\u3059\r\n        return render_template('index.html', prompt_text=prompt_text, generated_text=generated_text, wikipedia_text=wikipedia_text)\r\n    \r\n    except wikipedia.exceptions.DisambiguationError as e:\r\n        # \u66d6\u6627\u6027\u304c\u3042\u308b\u5834\u5408\u306f\u3001\u5019\u88dc\u306e\u30ea\u30b9\u30c8\u3092\u8868\u793a\r\n        options = e.options\r\n        return render_template('disambiguation.html', options=options)\r\n    \r\n    except wikipedia.exceptions.PageError:\r\n        wikipedia_text = "Wikipedia\u306b\u305d\u306e\u30c8\u30d4\u30c3\u30af\u304c\u898b\u3064\u304b\u308a\u307e\u305b\u3093\u3067\u3057\u305f\u3002"\r\n        return render_template('index.html', prompt_text=prompt_text, wikipedia_text=wikipedia_text)\r\n\r\n@app.route('\/generate_with_option\/<option>', methods=['GET'])\r\ndef generate_with_option(option):\r\n    try:\r\n        # Wikipedia\u304b\u3089\u30c6\u30ad\u30b9\u30c8\u3092\u53d6\u5f97\r\n        wikipedia_text = wikipedia.summary(option)\r\n        \r\n        # \u30c6\u30ad\u30b9\u30c8\u306e\u751f\u6210\r\n        inputs = tokenizer.encode(wikipedia_text, return_tensors="pt")\r\n        outputs = model.generate(inputs, max_length=100, num_return_sequences=1, temperature=0.7)\r\n        \r\n        # \u751f\u6210\u3055\u308c\u305f\u30c6\u30ad\u30b9\u30c8\u3092\u30c7\u30b3\u30fc\u30c9\u3057\u3066HTML\u30b3\u30fc\u30c9\u306b\u7d44\u307f\u8fbc\u3080\r\n        generated_text = tokenizer.decode(outputs[0], skip_special_tokens=True)\r\n        \r\n        # \u751f\u6210\u3055\u308c\u305f\u30c6\u30ad\u30b9\u30c8\u3068Wikipedia\u306e\u30c6\u30ad\u30b9\u30c8\u3068\u5171\u306bHTML\u3092\u8fd4\u3059\r\n        return render_template('index.html', prompt_text=option, generated_text=generated_text, wikipedia_text=wikipedia_text)\r\n    \r\n    except wikipedia.exceptions.PageError:\r\n        wikipedia_text = "Wikipedia\u306b\u305d\u306e\u30c8\u30d4\u30c3\u30af\u304c\u898b\u3064\u304b\u308a\u307e\u305b\u3093\u3067\u3057\u305f\u3002"\r\n        return render_template('index.html', prompt_text=option, wikipedia_text=wikipedia_text)\r\n\r\nif __name__ == '__main__':\r\n    app.run(debug=True)\r\n<\/code><\/pre><\/div>\n\n\n\n
templates\/index.html<\/p>\n\n\n\n
<!DOCTYPE html>\n<html lang="en">\n<head>\n    <meta charset="UTF-8">\n    <meta name="viewport" content="width=device-width, initial-scale=1.0">\n    <title>Generate Text<\/title>\n    <style>\n        body {\n            font-family: Arial, sans-serif;\n            margin: 0;\n            padding: 0;\n            background-color: #f4f4f4;\n        }\n\n        header {\n            text-align: center;\n            margin-top: 50px;\n        }\n\n        main {\n            max-width: 800px;\n            margin: 0 auto;\n            padding: 20px;\n        }\n\n        .form-section, .response-section, .wikipedia-section {\n            background-color: #fff;\n            border-radius: 8px;\n            box-shadow: 0 0 10px rgba(0, 0, 0, 0.1);\n            padding: 20px;\n            margin-bottom: 20px;\n        }\n\n        .prompt-form {\n            max-width: 100%;\n        }\n\n        label {\n            font-weight: bold;\n        }\n\n        input[type="text"] {\n            width: 100%;\n            padding: 10px;\n            margin: 10px 0;\n            border: 1px solid #ccc;\n            border-radius: 4px;\n        }\n\n        button {\n            padding: 10px 20px;\n            background-color: #007bff;\n            color: #fff;\n            border: none;\n            border-radius: 4px;\n            cursor: pointer;\n            transition: background-color 0.3s ease;\n        }\n\n        button:hover {\n            background-color: #0056b3;\n        }\n\n        .generated-text {\n            margin-top: 20px;\n        }\n\n        .tweet-link {\n            display: block;\n            margin-top: 10px;\n            text-align: center;\n        }\n\n        footer {\n            text-align: center;\n            margin-top: 50px;\n        }\n    <\/style>\n<\/head>\n<body>\n\n    <header>\n        <h1>Generate Text<\/h1>\n    <\/header>\n\n    <main>\n        <section class="form-section">\n            <form action="\/generate" method="POST" class="prompt-form">\n                <label for="prompt">Enter your prompt:<\/label><br>\n                <input type="text" id="prompt" name="prompt" placeholder="Enter your prompt..."><br><br>\n                <button type="submit">Generate<\/button>\n            <\/form>\n        <\/section>\n\n        <!-- \u751f\u6210\u3055\u308c\u305f\u30c6\u30ad\u30b9\u30c8\u3092\u8868\u793a -->\n        {% if generated_text %}\n        <section class="response-section">\n            <div class="response">\n                <h2>Generated Text:<\/h2>\n                <p class="generated-text">{{ generated_text }}<\/p>\n                <a href="https:\/\/twitter.com\/intent\/tweet?text={{ generated_text }}" class="tweet-link">Tweet<\/a>\n            <\/div>\n        <\/section>\n        {% endif %}\n\n        <!-- Wikipedia\u304b\u3089\u306e\u95a2\u9023\u60c5\u5831\u3092\u8868\u793a -->\n        {% if wikipedia_text %}\n        <section class="wikipedia-section">\n            <div class="wikipedia-info">\n                <h2>Wikipedia Info:<\/h2>\n                <p>{{ wikipedia_text }}<\/p>\n            <\/div>\n        <\/section>\n        {% endif %}\n\n        <!-- \u4fdd\u5b58\u30dc\u30bf\u30f3 -->\n        <button id="saveButton">Save Generated Text<\/button>\n    <\/main>\n\n    <footer>\n        <p>© 2024 Generate Text App<\/p>\n    <\/footer>\n\n    <script>\n        \/\/ \u4fdd\u5b58\u30dc\u30bf\u30f3\u304c\u30af\u30ea\u30c3\u30af\u3055\u308c\u305f\u3068\u304d\u306e\u51e6\u7406\n        document.getElementById('saveButton').addEventListener('click', function() {\n            \/\/ \u751f\u6210\u3055\u308c\u305f\u30c6\u30ad\u30b9\u30c8\u3092\u53d6\u5f97\n            var generatedText = document.querySelector('.generated-text').innerText;\n            \/\/ \u30c6\u30ad\u30b9\u30c8\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u7528\u306bBlob\u306b\u5909\u63db\n            var blob = new Blob([generatedText], { type: 'text\/plain' });\n            \/\/ Blob\u3092URL\u306b\u5909\u63db\n            var url = window.URL.createObjectURL(blob);\n            \/\/ \u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u7528\u306e\u30ea\u30f3\u30af\u3092\u4f5c\u6210\u3057\u3066\u30af\u30ea\u30c3\u30af\n            var a = document.createElement('a');\n            a.href = url;\n            a.download = 'generated_text.txt';\n            document.body.appendChild(a);\n            a.click();\n            \/\/ \u4e0d\u8981\u306aURL\u3092\u89e3\u653e\n            window.URL.revokeObjectURL(url);\n            document.body.removeChild(a);\n        });\n    <\/script>\n\n<\/body>\n<\/html>\n<\/code><\/pre><\/div>\n\n\n\n
\u4eca\u56de\u306f\u30c6\u30ad\u30b9\u30c8\u30c7\u30fc\u30bf\u3092\u4fdd\u5b58\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3057\u305f<\/p>\n","protected":false},"excerpt":{"rendered":"
chatGPT-2.py templates\/index.html \u4eca\u56de\u306f\u30c6\u30ad\u30b9\u30c8\u30c7\u30fc\u30bf\u3092\u4fdd\u5b58\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3057\u305f<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"_uf_show_specific_survey":0,"_uf_disable_surveys":false,"footnotes":""},"categories":[55,80,4,65],"tags":[3,39],"class_list":["post-19703","post","type-post","status-publish","format-standard","hentry","category-ai","category-html","category-programming","category-python","tag-programming","tag-python"],"aioseo_notices":[],"jetpack_featured_media_url":"","_links":{"self":[{"href":"http:\/\/www.tyosuke20xx.com\/blog\/index.php?rest_route=\/wp\/v2\/posts\/19703","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/www.tyosuke20xx.com\/blog\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/www.tyosuke20xx.com\/blog\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/www.tyosuke20xx.com\/blog\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/www.tyosuke20xx.com\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=19703"}],"version-history":[{"count":1,"href":"http:\/\/www.tyosuke20xx.com\/blog\/index.php?rest_route=\/wp\/v2\/posts\/19703\/revisions"}],"predecessor-version":[{"id":19704,"href":"http:\/\/www.tyosuke20xx.com\/blog\/index.php?rest_route=\/wp\/v2\/posts\/19703\/revisions\/19704"}],"wp:attachment":[{"href":"http:\/\/www.tyosuke20xx.com\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=19703"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/www.tyosuke20xx.com\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=19703"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/www.tyosuke20xx.com\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=19703"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}