import os\nimport openai\nimport datetime\nfrom slack_bolt import App\nfrom slack_bolt.adapter.socket_mode import SocketModeHandler\n\n# \u74b0\u5883\u5909\u6570\u306e\u8a2d\u5b9a\nSLACK_BOT_TOKEN = os.environ.get("SLACK_BOT_TOKEN")\nSLACK_APP_TOKEN = os.environ["SLACK_APP_TOKEN"]\nOPENAI_API_KEY = os.environ["OPENAI_API_KEY"]\n\n# OpenAI API\u30ad\u30fc\u306e\u8a2d\u5b9a\nopenai.api_key = OPENAI_API_KEY\n\n# Slack\u30a2\u30d7\u30ea\u306e\u521d\u671f\u5316\napp = App(token=SLACK_BOT_TOKEN)\n\n# \u5bfe\u8a71\u5c65\u6b74\u3068\u30e2\u30c7\u30eb\u306e\u8a2d\u5b9a\nchannel_conversation_history = {}\nlast_interaction_time = {}\nmodel = "gpt-4-1106-preview" # \u30c7\u30d5\u30a9\u30eb\u30c8\u30e2\u30c7\u30eb\u3092\u8a2d\u5b9a\n\n# GPT\u306b\u3088\u308b\u4f1a\u8a71\u89e3\u6790\u3068\u753b\u50cf\u751f\u6210\u306e\u63a8\u5968\ndef analyze_and_recommend_image(message):\n try:\n response = openai.ChatCompletion.create(\n model="gpt-4-1106-preview", # \u5206\u6790\u7528\u306e\u30e2\u30c7\u30eb\u3092\u6307\u5b9a\n messages=[\n {"role": "system", "content": "Analyze the message provided. If the message explicitly requests the creation of a photograph, drawing, illustration, or any form of visual artwork, respond with 'Yes'.This includes requests for specific scenes, objects, concepts, or designs to be visualized. However, if the message does not explicitly ask for an image or is seeking information, explanations, or any non-visual content, respond with 'No'. This applies to general questions, requests for written content, or any query where a visual representation is not directly requested."},\n {"role": "user", "content": message}\n ]\n )\n return "Yes" in response['choices'][0]['message']['content']\n except Exception as e:\n print(f"Error in analyze_and_recommend_image: {e}")\n return False\n\n# DALL-E API\u3092\u547c\u3073\u51fa\u3059\u95a2\u6570\ndef generate_dalle_image(prompt):\n try:\n response = openai.Image.create(\n model="dall-e-3",\n prompt=prompt,\n n=1,\n size="1024x1024"\n )\n image_url = response['data'][0]['url']\n return image_url\n except openai.error.InvalidRequestError as e:\n return "error"\n\n# Slack\u306b\u753b\u50cf\u3092\u6295\u7a3f\u3059\u308b\u95a2\u6570\ndef post_image_to_slack(channel_id, image_url, ts):\n try:\n if image_url == "error":\n app.client.chat_update(\n channel=channel_id,\n ts=ts,\n text="\u753b\u50cf\u3092\u751f\u6210\u3067\u304d\u307e\u305b\u3093\u3067\u3057\u305f\u3002"\n )\n else:\n app.client.chat_update(\n channel=channel_id,\n ts=ts,\n text="",\n blocks=[\n {\n "type": "image",\n "title": {\n "type": "plain_text",\n "text": "Generated Image"\n },\n "image_url": image_url,\n "alt_text": "Generated Image"\n }\n ]\n )\n except Exception as e:\n logger.error(f"Error posting image to Slack: {e}")\n\n# Slack\u30a4\u30d9\u30f3\u30c8\u30cf\u30f3\u30c9\u30e9\n@app.event("message")\ndef handle_message(body, logger):\n global channel_conversation_history\n global last_interaction_time\n\n user_id = body["event"]["user"]\n channel_id = body["event"]["channel"]\n message = body["event"]["text"]\n\n initial_message_response = app.client.chat_postMessage(\n channel=channel_id,\n text="..."\n )\n ts = initial_message_response['ts']\n\n if analyze_and_recommend_image(message):\n image_url = generate_dalle_image(message)\n post_image_to_slack(channel_id, image_url, ts)\n else:\n if channel_id not in channel_conversation_history:\n channel_conversation_history[channel_id] = []\n\n if channel_id not in last_interaction_time or (datetime.datetime.now() - last_interaction_time[channel_id]).seconds > 3600:\n channel_conversation_history[channel_id] = []\n\n last_interaction_time[channel_id] = datetime.datetime.now()\n\n gpt_response = get_gpt_response(channel_conversation_history[channel_id], message, model)\n\n try:\n app.client.chat_update(\n channel=channel_id,\n ts=ts,\n\nif __name__ == "__main__":\n handler = SocketModeHandler(app, SLACK_APP_TOKEN)\n handler.start()<\/code><\/pre><\/div>\n\n\n\n\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u306e\u89e3\u8aac<\/h3>\n\n\n\n
\u3000\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u306f\u4e3b\u306b\u3001Slack\u30a4\u30d9\u30f3\u30c8\u306e\u51e6\u7406\u3001\u30e1\u30c3\u30bb\u30fc\u30b8\u306e\u5206\u6790\u3001GPT\u30e2\u30c7\u30eb\u306b\u3088\u308b\u30c6\u30ad\u30b9\u30c8\u5fdc\u7b54\u306e\u751f\u6210\u3001DALL-E\u306b\u3088\u308b\u753b\u50cf\u751f\u6210\u306e\uff14\u3064\u306e\u4e3b\u8981\u90e8\u5206\u3067\u69cb\u6210\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
1. Slack\u30a4\u30d9\u30f3\u30c8\u306e\u51e6\u7406<\/h3>\n\n\n\n
\u3000Slack\u306e\u30a4\u30d9\u30f3\u30c8\u30cf\u30f3\u30c9\u30e9\u306f\u30e6\u30fc\u30b6\u30fc\u306e\u30e1\u30c3\u30bb\u30fc\u30b8\u3092\u53d7\u3051\u53d6\u308a\u3001\u5f8c\u7d9a\u306e\u51e6\u7406\u3092\u958b\u59cb\u3057\u307e\u3059\u3002\u4ee5\u4e0b\u306e\u30b3\u30fc\u30c9\u306f\u30e1\u30c3\u30bb\u30fc\u30b8\u30a4\u30d9\u30f3\u30c8\u3092\u53d7\u3051\u53d6\u308b\u305f\u3081\u306e\u30cf\u30f3\u30c9\u30e9\u306e\u4f8b\u3067\u3059\u3002<\/p>\n\n\n\n
@app.event("message")\ndef handle_message(body, logger):\n user_id = body["event"]["user"]\n channel_id = body["event"]["channel"]\n message = body["event"]["text"]\n\n initial_message_response = app.client.chat_postMessage(\n channel=channel_id,\n text="..."\n )\n ts = initial_message_response['ts']\n\n if analyze_and_recommend_image(message):\n # \u753b\u50cf\u751f\u6210\u306e\u51e6\u7406\n else:\n # \u30c6\u30ad\u30b9\u30c8\u5fdc\u7b54\u306e\u751f\u6210\n<\/code><\/pre><\/div>\n\n\n\n\u3053\u306e\u95a2\u6570\u3067\u306f\u3001Slack\u304b\u3089\u30e1\u30c3\u30bb\u30fc\u30b8\u3092\u53d7\u3051\u53d6\u308a\u3001\u305d\u306e\u5185\u5bb9\u306b\u57fa\u3065\u3044\u3066\u753b\u50cf\u751f\u6210\u3092\u884c\u3046\u304b\u3001\u307e\u305f\u306f\u30c6\u30ad\u30b9\u30c8\u5fdc\u7b54\u3092\u751f\u6210\u3059\u308b\u304b\u3092\u6c7a\u5b9a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
2. \u30e1\u30c3\u30bb\u30fc\u30b8\u5206\u6790<\/h3>\n\n\n\n
\u3000\u30e1\u30c3\u30bb\u30fc\u30b8\u5206\u6790\u3067\u306f\u3001GPT\u30e2\u30c7\u30eb\u304c\u30e1\u30c3\u30bb\u30fc\u30b8\u5185\u5bb9\u3092\u89e3\u6790\u3057\u3001\u753b\u50cf\u751f\u6210\u304c\u5fc5\u8981\u304b\u3069\u3046\u304b\u3092\u5224\u65ad\u3057\u307e\u3059\u3002\u4ee5\u4e0b\u306e\u95a2\u6570\u304c\u305d\u306e\u4f8b\u3067\u3059\u3002<\/p>\n\n\n\n
def analyze_and_recommend_image(message):\n try:\n response = openai.ChatCompletion.create(\n model="gpt-4-1106-preview",\n messages=[\n {"role": "system", "content": "Analyze the message provided. If the message explicitly requests the creation of a photograph, drawing, illustration, or any form of visual artwork, respond with 'Yes'.This includes requests for specific scenes, objects, concepts, or designs to be visualized. However, if the message does not explicitly ask for an image or is seeking information, explanations, or any non-visual content, respond with 'No'. This applies to general questions, requests for written content, or any query where a visual representation is not directly requested."},\n {"role": "user", "content": message}\n ]\n )\n return "Yes" in response['choices'][0]['message']['content']\n except Exception as e:\n print(f"Error in analyze_and_recommend_image: {e}")\n return False<\/code><\/pre><\/div>\n\n\n\n\u5206\u6790\u306e\u7cbe\u5ea6\u3092\u5411\u4e0a\u3055\u305b\u308b\u305f\u3081\u7d30\u304b\u304f\u6307\u793a\u3092\u3057\u3066\u3044\u307e\u3059\u3002\u30c8\u30fc\u30af\u30f3\u6570\u306e\u7bc0\u7d04\u306e\u305f\u3081\u82f1\u8a9e\u306b\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u300c\u4e0e\u3048\u3089\u308c\u305f\u30e1\u30c3\u30bb\u30fc\u30b8\u3092\u5206\u6790\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u3082\u3057\u30e1\u30c3\u30bb\u30fc\u30b8\u304c\u5199\u771f\u3001\u7d75\u3001\u30a4\u30e9\u30b9\u30c8\u3001\u307e\u305f\u306f\u8996\u899a\u7684\u306a\u30a2\u30fc\u30c8\u30ef\u30fc\u30af\u306e\u4f5c\u6210\u3092\u660e\u793a\u7684\u306b\u8981\u6c42\u3057\u3066\u3044\u308b\u5834\u5408\u306f\u300cYes\u300d\u3068\u56de\u7b54\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u3053\u308c\u306b\u306f\u7279\u5b9a\u306e\u30b7\u30fc\u30f3\u3001\u7269\u4f53\u3001\u6982\u5ff5\u3001\u307e\u305f\u306f\u8996\u899a\u5316\u3055\u308c\u308b\u3079\u304d\u30c7\u30b6\u30a4\u30f3\u306e\u30ea\u30af\u30a8\u30b9\u30c8\u304c\u542b\u307e\u308c\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u3082\u3057\u30e1\u30c3\u30bb\u30fc\u30b8\u304c\u753b\u50cf\u3092\u660e\u793a\u7684\u306b\u6c42\u3081\u3066\u3044\u306a\u3044\u3001\u307e\u305f\u306f\u60c5\u5831\u3001\u8aac\u660e\u3001\u307e\u305f\u306f\u975e\u8996\u899a\u7684\u306a\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u6c42\u3081\u3066\u3044\u308b\u5834\u5408\u306f\u300cNo\u300d\u3068\u56de\u7b54\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u3053\u308c\u306f\u4e00\u822c\u7684\u306a\u8cea\u554f\u3001\u6587\u7ae0\u30b3\u30f3\u30c6\u30f3\u30c4\u306e\u30ea\u30af\u30a8\u30b9\u30c8\u3001\u307e\u305f\u306f\u8996\u899a\u7684\u306a\u8868\u73fe\u304c\u76f4\u63a5\u8981\u6c42\u3055\u308c\u3066\u3044\u306a\u3044\u4efb\u610f\u306e\u554f\u3044\u5408\u308f\u305b\u306b\u9069\u7528\u3055\u308c\u307e\u3059\u300d<\/em><\/pre>\n\n\n\n3. \u30c6\u30ad\u30b9\u30c8\u5fdc\u7b54\u306e\u751f\u6210<\/h3>\n\n\n\n
\u30c6\u30ad\u30b9\u30c8\u5fdc\u7b54\u306e\u751f\u6210\u3067\u306f\u3001GPT\u30e2\u30c7\u30eb\u304c\u9069\u5207\u306a\u5fdc\u7b54\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002\u3053\u306e\u95a2\u6570\u306f\u3001\u4f1a\u8a71\u5c65\u6b74\u3068\u65b0\u3057\u3044\u30e1\u30c3\u30bb\u30fc\u30b8\u3092\u57fa\u306b\u3001GPT\u30e2\u30c7\u30eb\u3092\u4f7f\u3063\u3066\u9069\u5207\u306a\u30c6\u30ad\u30b9\u30c8\u5fdc\u7b54\u3092\u751f\u6210\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
![](\"https:\/\/m.media-amazon.com\/images\/I\/71YzLQjXshL._SY522_.jpg\")
<\/a>![\"\"](\"https:\/\/ubun2m.com\/wp-content\/uploads\/2023\/12\/Screenshot-2023-12-08-at-22.23.45.png\")
![\"\"](\"https:\/\/ubun2m.com\/wp-content\/uploads\/2023\/12\/Screenshot-2023-12-08-at-22.25.03-800x461.jpg\")
![](\"https:\/\/m.media-amazon.com\/images\/I\/71ditQWQbTL._SY522_.jpg\")
<\/a>