\n| \u5b9f\u884c\u74b0\u5883<\/td>\n | Ubuntu 22.04 LTS (VPS)<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n X API \u306eFree tier\u306f\u3001\u6708\u9593\u30c4\u30a4\u30fc\u30c8\u6295\u7a3f\u6570\u306b\u4e0a\u9650\u304c\u3042\u308b(2024\u5e74\u6642\u70b9\u3067\u306f\u6708500\u30c4\u30a4\u30fc\u30c8\u307e\u3067)\u3002\u8a18\u4e8b\u306e\u81ea\u52d5\u6295\u7a3f\u7a0b\u5ea6\u3067\u3042\u308c\u3070\u554f\u984c\u306a\u3044\u304c\u3001\u5927\u91cf\u6295\u7a3f\u306b\u306f\u6709\u6599\u30d7\u30e9\u30f3\u304c\u5fc5\u8981\u306b\u306a\u308b(\u51fa\u5178: X Developer Platform \u516c\u5f0f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8)\u3002<\/p>\n WordPress\u306eApplication Passwords\u306f\u3001WordPress 5.6\u4ee5\u964d\u3067\u6a19\u6e96\u642d\u8f09\u3055\u308c\u3066\u3044\u308b\u6a5f\u80fd\u3060\u3002\u30e6\u30fc\u30b6\u30fc\u306e\u300c\u30d7\u30ed\u30d5\u30a3\u30fc\u30eb\u300d\u30da\u30fc\u30b8\u304b\u3089\u767a\u884c\u3067\u304d\u3001\u901a\u5e38\u306e\u30ed\u30b0\u30a4\u30f3\u30d1\u30b9\u30ef\u30fc\u30c9\u3068\u306f\u5225\u306b\u7ba1\u7406\u3067\u304d\u308b\u3002<\/p>\n
\n\u8a8d\u8a3c\u60c5\u5831\u306e\u6271\u3044\u306b\u3064\u3044\u3066\u88dc\u8db3\u3057\u3066\u304a\u304f\u3002\u3059\u3079\u3066\u306e\u8a8d\u8a3c\u60c5\u5831(API\u30ad\u30fc\u3001\u30a2\u30af\u30bb\u30b9\u30c8\u30fc\u30af\u30f3\u3001WordPress\u306eApplication Password)\u306f\u3001\u30b9\u30af\u30ea\u30d7\u30c8\u672c\u4f53\u306b\u306f\u4e00\u5207\u66f8\u304b\u306a\u3044\u3002.env<\/code>\u30d5\u30a1\u30a4\u30eb\u306b\u683c\u7d0d\u3057\u3001python-dotenv<\/code>\u3067\u8aad\u307f\u8fbc\u3080\u65b9\u5f0f\u3092\u4f7f\u3046\u3002.env<\/code>\u306fGit\u306e\u7ba1\u7406\u5bfe\u8c61\u304b\u3089\u5916\u3059(.gitignore<\/code>\u306b\u8ffd\u8a18)\u3002<\/p>\nWordPress REST API\u3067\u8a18\u4e8b\u30c7\u30fc\u30bf\u3092\u53d6\u5f97\u3059\u308b<\/h2>\n\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u306e\u57fa\u672c\u69cb\u9020<\/h3>\nWordPress REST API\u306e\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u306f\u6b21\u306e\u5f62\u5f0f\u3067\u69cb\u6210\u3055\u308c\u308b\u3002<\/p>\n https:\/\/your-site.com\/wp-json\/wp\/v2\/posts\n<\/code><\/pre>\n\u8a8d\u8a3c\u306a\u3057\u3067\u3082\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u304c\u3001\u4e0b\u66f8\u304d\u3084\u975e\u516c\u958b\u8a18\u4e8b\u3092\u53d6\u5f97\u3057\u305f\u3044\u5834\u5408\u306fApplication Passwords\u306b\u3088\u308b\u8a8d\u8a3c\u304c\u5fc5\u8981\u306b\u306a\u308b\u3002\u4eca\u56de\u306f\u300c\u516c\u958b\u6e08\u307f\u8a18\u4e8b\u306e\u53d6\u5f97\u300d\u304c\u76ee\u7684\u306a\u306e\u3067\u3001\u8a8d\u8a3c\u306f\u5fc5\u9808\u3067\u306f\u306a\u3044\u3002\u305f\u3060\u3057\u5f8c\u5de5\u7a0b\u3067X\u672a\u6295\u7a3f\u304b\u3069\u3046\u304b\u3092\u7ba1\u7406\u3059\u308b\u305f\u3081\u306b\u3001\u6295\u7a3f\u6e08\u307f\u306epost_id\u3092\u30ed\u30fc\u30ab\u30eb\u30d5\u30a1\u30a4\u30eb\u306b\u8a18\u9332\u3059\u308b\u4ed5\u7d44\u307f\u3092\u5165\u308c\u308b\u3002<\/p>\n \u5b9f\u88c5\u30b3\u30fc\u30c9<\/h3>\n\u307e\u305a.env<\/code>\u30d5\u30a1\u30a4\u30eb\u3092\u7528\u610f\u3059\u308b\u3002<\/p>\nWP_BASE_URL=https:\/\/your-site.com\nX_CONSUMER_KEY=your_consumer_key\nX_CONSUMER_SECRET=your_consumer_secret\nX_ACCESS_TOKEN=your_access_token\nX_ACCESS_TOKEN_SECRET=your_access_token_secret\n<\/code><\/pre>\n\u6b21\u306b\u3001WordPress\u306e\u8a18\u4e8b\u4e00\u89a7\u3092\u53d6\u5f97\u3059\u308b\u30b3\u30fc\u30c9\u3092\u66f8\u304f\u3002<\/p>\n import os\nimport json\nimport requests\nfrom dotenv import load_dotenv\n\nload_dotenv()\n\nWP_BASE_URL = os.getenv("WP_BASE_URL")\n\ndef get_recent_posts(per_page: int = 10) -> list[dict]:\n """\u516c\u958b\u6e08\u307f\u8a18\u4e8b\u3092\u65b0\u3057\u3044\u9806\u306b\u53d6\u5f97\u3059\u308b"""\n url = f"{WP_BASE_URL}\/wp-json\/wp\/v2\/posts"\n params = {\n "status": "publish",\n "per_page": per_page,\n "orderby": "date",\n "order": "desc",\n "_fields": "id,title,link,date" # \u5fc5\u8981\u30d5\u30a3\u30fc\u30eb\u30c9\u306e\u307f\u53d6\u5f97\n }\n response = requests.get(url, params=params, timeout=10)\n response.raise_for_status()\n return response.json()\n<\/code><\/pre>\n_fields<\/code>\u30d1\u30e9\u30e1\u30fc\u30bf\u3067\u53d6\u5f97\u30d5\u30a3\u30fc\u30eb\u30c9\u3092\u7d5e\u308b\u3053\u3068\u3067\u3001\u30ec\u30b9\u30dd\u30f3\u30b9\u306e\u30b5\u30a4\u30ba\u3092\u5c0f\u3055\u304f\u3067\u304d\u308b\u3002\u5168\u30d5\u30a3\u30fc\u30eb\u30c9\u3092\u53d6\u5f97\u3059\u308b\u3068content\u3084excerpt\u304c\u542b\u307e\u308c\u3001\u8a18\u4e8b\u672c\u6587\u307e\u3067\u6d41\u308c\u3066\u304f\u308b\u3002\u4e0d\u8981\u306a\u30c7\u30fc\u30bf\u3092\u53d6\u3089\u306a\u3044\u7fd2\u6163\u306f\u3001\u7279\u306bAPI\u547c\u3073\u51fa\u3057\u983b\u5ea6\u304c\u4e0a\u304c\u3063\u305f\u3068\u304d\u306b\u52b9\u3044\u3066\u304f\u308b\u3002<\/p>\n\u672a\u6295\u7a3f\u8a18\u4e8b\u306e\u691c\u51fa\u30ed\u30b8\u30c3\u30af<\/h3>\n\u6295\u7a3f\u6e08\u307f\u306epost_id\u3092JSON\u30d5\u30a1\u30a4\u30eb\u306b\u4fdd\u5b58\u3057\u3066\u304a\u304d\u3001\u5dee\u5206\u3092\u53d6\u308b\u3002<\/p>\n POSTED_IDS_FILE = "posted_ids.json"\n\ndef load_posted_ids() -> set[int]:\n """\u6295\u7a3f\u6e08\u307fID\u3092\u30bb\u30c3\u30c8\u3068\u3057\u3066\u8aad\u307f\u8fbc\u3080"""\n if not os.path.exists(POSTED_IDS_FILE):\n return set()\n with open(POSTED_IDS_FILE, "r") as f:\n return set(json.load(f))\n\ndef save_posted_id(post_id: int) -> None:\n """\u6295\u7a3f\u6e08\u307fID\u3092\u8ffd\u8a18\u4fdd\u5b58\u3059\u308b"""\n ids = load_posted_ids()\n ids.add(post_id)\n with open(POSTED_IDS_FILE, "w") as f:\n json.dump(list(ids), f)\n\ndef find_new_posts(posts: list[dict]) -> list[dict]:\n """\u672a\u6295\u7a3f\u306e\u8a18\u4e8b\u3060\u3051\u3092\u8fd4\u3059"""\n posted_ids = load_posted_ids()\n return [p for p in posts if p["id"] not in posted_ids]\n<\/code><\/pre>\nDB\u3092\u4f7f\u308f\u305aJSON\u30d5\u30a1\u30a4\u30eb\u3067\u7ba1\u7406\u3059\u308b\u306e\u306f\u3001\u30b7\u30f3\u30d7\u30eb\u3055\u3092\u512a\u5148\u3057\u305f\u9078\u629e\u3060\u3002\u8a18\u4e8b\u672c\u6570\u304c\u6570\u5343\u672c\u3092\u8d85\u3048\u308b\u3088\u3046\u306a\u30e1\u30c7\u30a3\u30a2\u3067\u306f\u3001SQLite\u3084Redis\u306b\u5207\u308a\u66ff\u3048\u308b\u65b9\u304c\u5b89\u5b9a\u3059\u308b\u3002\u670830\u672c\u7a0b\u5ea6\u3067\u3042\u308c\u3070\u3001JSON\u30d5\u30a1\u30a4\u30eb\u3067\u5341\u5206\u306b\u6a5f\u80fd\u3059\u308b\u3002<\/p>\n X API v2 \u3067\u81ea\u52d5\u30c4\u30a4\u30fc\u30c8\u3092\u9001\u4fe1\u3059\u308b<\/h2>\n\u8a8d\u8a3c\u306e\u4ed5\u7d44\u307f\u3068tweepy\u306e\u4f7f\u3044\u65b9<\/h3>\nX API v2\u3067\u30c4\u30a4\u30fc\u30c8\u3092\u6295\u7a3f\u3059\u308b\u306b\u306f\u3001OAuth 1.0a\u8a8d\u8a3c\u304c\u5fc5\u8981\u3060\u30024\u3064\u306e\u30ad\u30fc\u3092\u4f7f\u3046\u3002<\/p>\n \n- Consumer Key(API Key)<\/li>\n
- Consumer Secret(API Key Secret)<\/li>\n
- Access Token<\/li>\n
- Access Token Secret<\/li>\n<\/ul>\n
\u3053\u308c\u3089\u306fX Developer Portal(developer.twitter.com)\u306e\u30a2\u30d7\u30ea\u8a2d\u5b9a\u753b\u9762\u304b\u3089\u767a\u884c\u3067\u304d\u308b\u3002Free tier\u3067\u3082\u30a2\u30d7\u30ea\u3092\u4f5c\u6210\u3057\u3001Read and Write\u306e\u30d1\u30fc\u30df\u30c3\u30b7\u30e7\u30f3\u3092\u8a2d\u5b9a\u3059\u308c\u3070\u53d6\u5f97\u3067\u304d\u308b(\u51fa\u5178: X Developer Platform \u2014 Getting Access to the X API)\u3002<\/p>\n tweepy<\/code>\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u4f7f\u3046\u3068\u3001\u8a8d\u8a3c\u307e\u308f\u308a\u306e\u30b3\u30fc\u30c9\u304c\u5927\u5e45\u306b\u30b7\u30f3\u30d7\u30eb\u306b\u306a\u308b\u3002<\/p>\nimport tweepy\n\ndef get_x_client() -> tweepy.Client:\n """tweepy \u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u3092\u751f\u6210\u3057\u3066\u8fd4\u3059"""\n return tweepy.Client(\n consumer_key=os.getenv("X_CONSUMER_KEY"),\n consumer_secret=os.getenv("X_CONSUMER_SECRET"),\n access_token=os.getenv("X_ACCESS_TOKEN"),\n access_token_secret=os.getenv("X_ACCESS_TOKEN_SECRET"),\n )\n<\/code><\/pre>\n\u30c4\u30a4\u30fc\u30c8\u30c6\u30ad\u30b9\u30c8\u306e\u7d44\u307f\u7acb\u3066<\/h3>\n\u8a18\u4e8b\u30bf\u30a4\u30c8\u30eb\u3068URL\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u30c4\u30a4\u30fc\u30c8\u672c\u6587\u3092\u4f5c\u308b\u3002X\u306e\u30c4\u30a4\u30fc\u30c8\u6587\u5b57\u6570\u4e0a\u9650\u306f280\u6587\u5b57(\u65e5\u672c\u8a9e\u3067\u3082\u540c\u3058)\u3060\u304c\u3001URL\u306f\u77ed\u7e2eURL\u306b\u5909\u63db\u3055\u308c\u306623\u6587\u5b57\u3068\u3057\u3066\u30ab\u30a6\u30f3\u30c8\u3055\u308c\u308b\u4ed5\u69d8\u3060(\u51fa\u5178: X Help Center \u2014 About Twitter’s character limit)\u3002<\/p>\n def build_tweet_text(post: dict) -> str:\n """\u30c4\u30a4\u30fc\u30c8\u672c\u6587\u3092\u7d44\u307f\u7acb\u3066\u308b"""\n title = post["title"]["rendered"]\n url = post["link"]\n # \u30bf\u30a4\u30c8\u30eb\u304c\u9577\u3044\u5834\u5408\u306f\u5207\u308a\u8a70\u3081\u308b\n max_title_len = 100\n if len(title) > max_title_len:\n title = title[:max_title_len] + "\u2026"\n return f"{title}\\n\\n{url}"\n\ndef post_tweet(client: tweepy.Client, text: str) -> bool:\n """\u30c4\u30a4\u30fc\u30c8\u3092\u9001\u4fe1\u3059\u308b\u3002\u6210\u529f\u3067True\u3001\u5931\u6557\u3067False\u3092\u8fd4\u3059"""\n try:\n response = client.create_tweet(text=text)\n return response.data is not None\n except tweepy.TweepyException as e:\n print(f"\u30c4\u30a4\u30fc\u30c8\u5931\u6557: {e}")\n return False\n<\/code><\/pre>\n\u30a8\u30e9\u30fc\u30cf\u30f3\u30c9\u30ea\u30f3\u30b0\u306f\u6700\u4f4e\u9650\u306e\u5f62\u3067\u5165\u308c\u3066\u3044\u308b\u3002\u672c\u756a\u904b\u7528\u306b\u79fb\u3059\u5834\u5408\u306f\u3001\u30ed\u30b0\u30d5\u30a1\u30a4\u30eb\u3078\u306e\u66f8\u304d\u8fbc\u307f\u3084\u3001\u5931\u6557\u6642\u306e\u30ea\u30c8\u30e9\u30a4\u56de\u6570\u306e\u4e0a\u9650\u8a2d\u5b9a\u3092\u8ffd\u52a0\u3059\u308b\u3053\u3068\u3092\u60f3\u5b9a\u3057\u3066\u3044\u308b\u3002<\/p>\n \u30e1\u30a4\u30f3\u30b9\u30af\u30ea\u30d7\u30c8\u306e\u7d71\u5408\u3068\u52d5\u4f5c\u78ba\u8a8d<\/h2>\n\u5168\u4f53\u306e\u51e6\u7406\u30d5\u30ed\u30fc<\/h3>\nflowchart TD\n A[\u30b9\u30af\u30ea\u30d7\u30c8\u8d77\u52d5] --> B[WordPress REST API \u3067\u8a18\u4e8b\u53d6\u5f97]\n B --> C{\u672a\u6295\u7a3f\u8a18\u4e8b\u3042\u308a?}\n C -- Yes --> D[\u30c4\u30a4\u30fc\u30c8\u672c\u6587\u3092\u7d44\u307f\u7acb\u3066]\n D --> E[X API \u3067\u30c4\u30a4\u30fc\u30c8\u9001\u4fe1]\n E --> F{\u9001\u4fe1\u6210\u529f?}\n F -- Yes --> G[posted_ids.json \u306b ID \u4fdd\u5b58]\n F -- No --> H[\u30a8\u30e9\u30fc\u30ed\u30b0\u51fa\u529b]\n G --> I[\u6b21\u306e\u672a\u6295\u7a3f\u8a18\u4e8b\u3078]\n I --> C\n C -- No --> J[\u7d42\u4e86]\n<\/code><\/pre>\n\u30e1\u30a4\u30f3\u51e6\u7406<\/h3>\nimport time\n\ndef main():\n print("WordPress \u2192 X \u81ea\u52d5\u6295\u7a3f\u30b9\u30af\u30ea\u30d7\u30c8\u8d77\u52d5")\n\n # WordPress \u304b\u3089\u8a18\u4e8b\u53d6\u5f97\n posts = get_recent_posts(per_page=10)\n new_posts = find_new_posts(posts)\n\n if not new_posts:\n print("\u672a\u6295\u7a3f\u306e\u8a18\u4e8b\u306f\u3042\u308a\u307e\u305b\u3093")\n return\n\n print(f"\u672a\u6295\u7a3f\u8a18\u4e8b: {len(new_posts)} \u4ef6")\n\n client = get_x_client()\n\n for post in new_posts:\n tweet_text = build_tweet_text(post)\n success = post_tweet(client, tweet_text)\n\n if success:\n save_posted_id(post["id"])\n print(f"\u6295\u7a3f\u5b8c\u4e86: {post['title']['rendered']}")\n # \u30ec\u30fc\u30c8\u5236\u9650\u3078\u306e\u914d\u616e: \u6295\u7a3f\u9593\u9694\u3092\u7a7a\u3051\u308b\n time.sleep(5)\n else:\n print(f"\u6295\u7a3f\u5931\u6557: {post['title']['rendered']}")\n\n print("\u51e6\u7406\u5b8c\u4e86")\n\nif __name__ == "__main__":\n main()\n<\/code><\/pre>\n\u52d5\u4f5c\u78ba\u8a8d\u6642\u306e\u624b\u9806<\/h3>\n\u5b9f\u969b\u306b\u52d5\u304b\u3059\u524d\u306b\u3001\u78ba\u8a8d\u3057\u3066\u304a\u304f\u3079\u304d\u70b9\u304c\u3042\u308b\u3002<\/p>\n \n- WordPress\u5074\u3067
wp-json\/wp\/v2\/posts<\/code>\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u304b\u78ba\u8a8d\u3059\u308b\u3002\u30d6\u30e9\u30a6\u30b6\u3067URL\u3092\u53e9\u3044\u3066JSON\u304c\u8fd4\u3063\u3066\u304f\u308c\u3070\u758e\u901a\u3057\u3066\u3044\u308b\u3002<\/li>\n- X Developer Portal\u3067\u30a2\u30d7\u30ea\u306e\u30d1\u30fc\u30df\u30c3\u30b7\u30e7\u30f3\u304c\u300cRead and Write\u300d\u306b\u306a\u3063\u3066\u3044\u308b\u304b\u78ba\u8a8d\u3059\u308b\u3002Read only\u306e\u307e\u307e\u3060\u3068401\u30a8\u30e9\u30fc\u304c\u8fd4\u308b\u3002\u30d1\u30fc\u30df\u30c3\u30b7\u30e7\u30f3\u5909\u66f4\u5f8c\u306f\u30c8\u30fc\u30af\u30f3\u306e\u518d\u751f\u6210\u304c\u5fc5\u8981\u306a\u5834\u5408\u304c\u3042\u308b\u3002<\/li>\n
tweepy.Client<\/code>\u306b\u6e21\u3059\u30ad\u30fc\u306e\u9806\u756a\u3068\u540d\u524d\u304c.env<\/code>\u3068\u4e00\u81f4\u3057\u3066\u3044\u308b\u304b\u3092\u78ba\u8a8d\u3059\u308b\u3002\u5909\u6570\u540d\u306e\u30bf\u30a4\u30dd\u306b\u3088\u308b\u8a8d\u8a3c\u5931\u6557\u304c\u591a\u3044\u3002<\/li>\n<\/ol>\n\u521d\u56de\u5b9f\u884c\u6642\u306f\u3001\u30b9\u30af\u30ea\u30d7\u30c8\u5185\u306bprint(tweet_text)<\/code>\u3092\u5165\u308c\u3066\u5b9f\u969b\u306e\u9001\u4fe1\u524d\u306b\u672c\u6587\u3092\u76ee\u8996\u78ba\u8a8d\u3059\u308b\u3053\u3068\u3092\u52e7\u3081\u308b\u3002\u4e88\u671f\u3057\u306a\u3044HTML\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3(&<\/code>\u306a\u3069)\u304c\u30bf\u30a4\u30c8\u30eb\u306b\u6df7\u5165\u3057\u3066\u3044\u308b\u3053\u3068\u304c\u3042\u308b\u3002WordPress REST API\u306e\u30bf\u30a4\u30c8\u30eb\u30d5\u30a3\u30fc\u30eb\u30c9\u306fHTML\u30a8\u30f3\u30b3\u30fc\u30c9\u3055\u308c\u305f\u72b6\u614b\u3067\u8fd4\u3063\u3066\u304f\u308b\u305f\u3081\u3060\u3002html.unescape(title)<\/code>\u3092\u631f\u3080\u3053\u3068\u3067\u5bfe\u51e6\u3067\u304d\u308b\u3002<\/p>\nimport html\n\ndef build_tweet_text(post: dict) -> str:\n title = html.unescape(post["title"]["rendered"]) # \u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u3092\u30c7\u30b3\u30fc\u30c9\n url = post["link"]\n max_title_len = 100\n if len(title) > max_title_len:\n title = title[:max_title_len] + "\u2026"\n return f"{title}\\n\\n{url}"\n<\/code><\/pre>\n\u5b9a\u671f\u5b9f\u884c\u306e\u8a2d\u5b9a(cron\u306e\u4f8b)<\/h3>\nVPS\u4e0a\u3067\u3053\u306e\u30b9\u30af\u30ea\u30d7\u30c8\u3092\u6bce\u6642\u5b9f\u884c\u3059\u308b\u5834\u5408\u3001crontab\u306b\u4ee5\u4e0b\u3092\u8ffd\u52a0\u3059\u308b\u3002<\/p>\n 0 * * * * \/usr\/bin\/python3 \/home\/user\/wp_x_post\/main.py >> \/var\/log\/wp_x_post.log 2>&1\n<\/code><\/pre>\n\u5b9f\u884c\u983b\u5ea6\u306f\u8a18\u4e8b\u306e\u66f4\u65b0\u30da\u30fc\u30b9\u306b\u5408\u308f\u305b\u3066\u8abf\u6574\u3059\u308b\u30021\u6642\u9593\u3054\u3068\u3067\u5341\u5206\u306a\u30b1\u30fc\u30b9\u304c\u307b\u3068\u3093\u3069\u3060\u3002\u305f\u3060\u3057\u3001\u30b9\u30af\u30ea\u30d7\u30c8\u304c\u7570\u5e38\u7d42\u4e86\u3057\u305f\u308a\u3001posted_ids.json<\/code>\u304c\u7834\u640d\u3057\u305f\u308a\u3059\u308b\u3068\u672a\u6295\u7a3f\u8a18\u4e8b\u304c\u691c\u51fa\u3055\u308c\u306a\u304f\u306a\u308b\u3002\u904b\u7528\u6bb5\u968e\u3067\u306f\u5b9a\u671f\u7684\u306b\u30ed\u30b0\u3092\u78ba\u8a8d\u3059\u308b\u7fd2\u6163\u3092\u5165\u308c\u3066\u304a\u304f\u3002<\/p>\n
\n\u203b\u672c\u8a18\u4e8b\u306f2026-05-21\u6642\u70b9\u306e\u60c5\u5831\u306b\u57fa\u3065\u304d\u307e\u3059\u3002AI \u30e2\u30c7\u30eb\u3084 API \u306e\u4ed5\u69d8\u30fb\u6599\u91d1\u306f\u5909\u66f4\u3055\u308c\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u6700\u65b0\u306f\u516c\u5f0f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u3054\u78ba\u8a8d\u304f\u3060\u3055\u3044\u3002<\/p>\n AI \/ tech \u306e\u9078\u629e\u306f\u8981\u4ef6\u3084\u74b0\u5883\u306b\u3088\u3063\u3066\u6700\u9069\u89e3\u304c\u5909\u308f\u308a\u307e\u3059\u3002\u672c\u8a18\u4e8b\u306f\u53c2\u8003\u60c5\u5831\u3067\u3001\u6700\u7d42\u7684\u306a\u6280\u8853\u5224\u65ad\u306f\u3054\u81ea\u8eab\u306e\u691c\u8a3c\u306b\u57fa\u3065\u3044\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n
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