{"id":2978,"date":"2025-11-18T07:43:00","date_gmt":"2025-11-17T23:43:00","guid":{"rendered":"https:\/\/www.laoyulaoyu.com\/?p=2978"},"modified":"2025-11-03T17:44:32","modified_gmt":"2025-11-03T09:44:32","slug":"%e5%91%8a%e5%88%ab%e9%9f%ad%e8%8f%9c%e5%91%bd%e8%bf%90%ef%bc%81%e6%89%8b%e6%8a%8a%e6%89%8b%e6%95%99%e4%bd%a0%e7%94%a8ai%e6%89%93%e9%80%a0%e7%a7%81%e4%ba%ba%e6%8a%95%e8%b5%84%e9%a1%be%e9%97%ae","status":"publish","type":"post","link":"https:\/\/laoyulaoyu.com\/index.php\/2025\/11\/18\/%e5%91%8a%e5%88%ab%e9%9f%ad%e8%8f%9c%e5%91%bd%e8%bf%90%ef%bc%81%e6%89%8b%e6%8a%8a%e6%89%8b%e6%95%99%e4%bd%a0%e7%94%a8ai%e6%89%93%e9%80%a0%e7%a7%81%e4%ba%ba%e6%8a%95%e8%b5%84%e9%a1%be%e9%97%ae\/","title":{"rendered":"\u544a\u522b\u97ed\u83dc\u547d\u8fd0\uff01\u624b\u628a\u624b\u6559\u4f60\u7528AI\u6253\u9020\u79c1\u4eba\u6295\u8d44\u987e\u95ee"},"content":{"rendered":"\n

\u4f5c\u8005\uff1a\u8001\u4f59\u635e\u9c7c<\/a><\/p>\n\n\n\n

\u539f\u521b\u4e0d\u6613\uff0c\u8f6c\u8f7d\u8bf7\u6807\u660e\u51fa\u5904\u53ca\u539f\u4f5c\u8005\u3002<\/mark><\/strong><\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n
\n
\u5199\u5728\u524d\u9762\u7684\u8bdd\uff1a<\/strong>\u672c\u6587\u5c06\u6559\u5927\u5bb6\u5b66\u4f1a\u7528Python\u6293\u53d6\u8d22\u52a1\u6570\u636e\uff0c\u518d\u8ba9ChatGPT\u8fdb\u884c\u5b8c\u6574\u7684\u4ef7\u503c\u5206\u6790\uff0c\u4e0d\u9700\u8981\u91d1\u878d\u80cc\u666f\uff0c\u4e5f\u4e0d\u7528\u82b1\u94b1\u4e70\u8f6f\u4ef6<\/mark>\uff0c\u5c31\u80fd\u8ba9\u60a8\u4ece\"\u4ef7\u683c\u6295\u673a\u8005\"\u53d8\u6210\"\u4ef7\u503c\u6295\u8d44\u8005\"\u3002<\/pre>\n<\/blockquote>\n\n\n\n
\ud83d\udea8 \u95ee\u9898\uff1a\u5728\u6570\u5b57\u6d77\u6d0b\u4e2d\u8ff7\u5931\u65b9\u5411<\/strong><\/h2>\n\n\n\n
“\u80a1\u5e02\u91cc\u5230\u5904\u90fd\u662f\u77e5\u9053\u6bcf\u6837\u4e1c\u897f\u4ef7\u683c\u3001\u5374\u4e0d\u77e5\u9053\u4efb\u4f55\u4e1c\u897f\u4ef7\u503c\u7684\u4eba\u3002” \u2014\u2014 \u83f2\u5229\u666e\u00b7\u8d39\u96ea\uff08\u5df4\u83f2\u7279\u7684\u8001\u5e08\uff09<\/p>\n\n\n\n
\u5927\u591a\u6570\u6563\u6237\u521a\u5f00\u59cb\u7092\u80a1\u7684\u65f6\u5019\uff0c\u4f1a\u4e00\u76f4\u5728\u76ef\u7740\u4ef7\u683c\u770b\uff0c\u5f88\u5c11\u53bb\u5173\u5fc3\u4ef7\u503c\u3002\u800c\u8d22\u52a1\u6570\u636e\uff1a\u8425\u6536\u3001\u503a\u52a1\u6bd4\u7387\u3001\u76c8\u5229\u80fd\u529b\u7b49\u80fd\u591f\u63ed\u793a\u516c\u53f8\u771f\u5b9e\u6545\u4e8b\u3002<\/p>\n\n\n\n
\ud83d\udcb8 \u4f20\u7edf\u83b7\u53d6\u8d22\u52a1\u6570\u636e\u7684\u75db\u70b9<\/strong><\/h3>\n\n\n\n
    \n
  • \u4e13\u4e1a\u91d1\u878d\u6570\u636e\u5e73\u53f0\u52a8\u8f84\u6bcf\u6708\u51e0\u5343\u5143\uff1b<\/li>\n\n\n\n
  • \u514d\u8d39\u6570\u636e\u6765\u6e90\u6742\u4e71\u4e0d\u582a\u3001\u6570\u636e\u4e0d\u5b8c\u6574\uff1b<\/li>\n\n\n\n
  • \u9700\u8981\u82b1\u8d39\u5927\u91cf\u65f6\u95f4\u624b\u52a8\u6574\u7406\u548c\u5206\u6790\uff1b<\/li>\n\n\n\n
  • \u7f3a\u4e4f\u4e13\u4e1a\u5206\u6790\u80fd\u529b\uff0c\u770b\u4e0d\u61c2\u6570\u636e\u80cc\u540e\u7684\u610f\u4e49\u3002<\/li>\n<\/ul>\n\n\n\n
    \ud83d\udca1 \u89e3\u51b3\u65b9\u6848\uff1aPython+\u6570\u636e\u63a5\u53e3+ChatGPT\u7ec4\u5408\u62f3<\/strong><\/h2>\n\n\n\n
    \u5728\u8fd9\u4e2a\u6559\u7a0b\u4e2d\uff0c\u4f60\u5c06\u5b66\u4f1a\u5982\u4f55\uff1a<\/p>\n\n\n\n
    \ud83c\udfaf \u4e09\u5927\u6838\u5fc3\u529f\u80fd<\/strong><\/h3>\n\n\n\n
      \n
    1. \u7528Python\u83b7\u53d6\u5b9e\u65f6\u8d22\u52a1\u6570\u636e<\/strong> – \u4e0d\u518d\u4f9d\u8d56\u6602\u8d35\u7684\u4ed8\u8d39\u5e73\u53f0\u3002<\/li>\n\n\n\n
    2. \u642d\u5efa\u53ef\u89c6\u5316\u6295\u8d44\u770b\u677f<\/strong> – \u8ba9\u590d\u6742\u6570\u636e\u4e00\u76ee\u4e86\u7136\u3002<\/li>\n\n\n\n
    3. \u501f\u52a9ChatGPT\u751f\u6210AI\u5206\u6790\u62a5\u544a<\/strong> – \u628a\u51b7\u51b0\u51b0\u7684\u6570\u5b57\u53d8\u6210\u6295\u8d44\u5efa\u8bae\u3002<\/li>\n<\/ol>\n\n\n\n
      \u5b8c\u6210\u540e\uff0c\u4f60\u5c06\u62e5\u6709\u4e00\u4e2a\u5c5e\u4e8e\u81ea\u5df1\u7684”\u8ff7\u4f60AI\u8d22\u52a1\u5206\u6790\u5e08”\u3002<\/p>\n\n\n\n
      \ud83d\udee0\ufe0f 6\u6b65\u5b9e\u6218\u6559\u7a0b\uff1a\u4ece\u96f6\u642d\u5efaAI\u6295\u8d44\u7cfb\u7edf<\/strong><\/h2>\n\n\n\n
      \u7b2c1\u6b65\uff1a\u83b7\u53d6EODHD\u6570\u636e\u63a5\u53e3\u5bc6\u94a5 \ud83d\udd11<\/strong><\/p>\n\n\n\n
      \u9996\u5148\uff0c\u6211\u4eec\u9700\u8981\u4e00\u4e2a\u53ef\u9760\u7684\u8d22\u52a1\u6570\u636e\u6765\u6e90\u3002EODHD\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684\u57fa\u672c\u9762\u6570\u636e\u63a5\u53e3\uff1a<\/p>\n\n\n\n
        \n
      1. \u8bbf\u95ee EODHD \u57fa\u672c\u9762\u6570\u636e\u9875\u9762\uff1b<\/li>\n\n\n\n
      2. \u6ce8\u518c\u4e00\u4e2a\u514d\u8d39\u8d26\u6237\u5e76\u83b7\u53d6API\u5bc6\u94a5\uff1b<\/li>\n\n\n\n
      3. \u7acb\u5373\u6d4b\u8bd5\u63a5\u53e3\u662f\u5426\u6b63\u5e38\uff1a<\/li>\n<\/ol>\n\n\n\n
        https://eodhd.com\/api\/fundamentals\/AAPL.US?api_token=\u4f60\u7684\u5bc6\u94a5&fmt=json<\/code><\/pre>\n\n\n\n
        \u5982\u679c\u4f60\u770b\u5230JSON\u683c\u5f0f\u7684\u56de\u5e94\u6570\u636e\uff0c\u8bf4\u660e\u4e00\u5207\u51c6\u5907\u5c31\u7eea\uff01<\/p>\n\n\n\n
        \u7b2c2\u6b65\uff1a\u8fde\u63a5\u8d22\u52a1\u6570\u636e\u63a5\u53e3 \ud83c\udf10<\/strong><\/p>\n\n\n\n
        \u8ba9\u6211\u4eec\u4ece\u4e00\u4e2a\u7b80\u5355\u7684”Hello World”\u5f00\u59cb\uff0c\u4f53\u9a8c\u5b9e\u65f6\u91d1\u878d\u6570\u636e\u7684\u9b45\u529b\uff1a<\/p>\n\n\n\n
        import requests \nAPI_TOKEN = \"YOUR_TOKEN\"\n symbol = \"AAPL.US\"\n url = f \"https:\/\/eodhd.com\/api\/fundamentals\/{symbol}?api_token={API_TOKEN}&fmt=json\"\n r = requests.get (url) \ndata = r.json() \nprint( data [ \"General\" ][ \"Name\" ]) \nprint( data [ \"Highlights\" ][ \"MarketCapitalization\" ])<\/code><\/pre>\n\n\n\n
        \u2705 \u8fd0\u884c\u8fd9\u6bb5\u4ee3\u7801\uff0c\u4f60\u5c31\u80fd\u83b7\u53d6\u5230\u516c\u53f8\u540d\u79f0\u548c\u5e02\u503c\u4e86\u3002<\/p>\n\n\n\n
        \u7b2c3\u6b65\uff1a\u63d0\u53d6\u6838\u5fc3\u8d22\u52a1\u6307\u6807 \ud83d\udcca<\/strong><\/p>\n\n\n\n
        JSON\u6570\u636e\u5305\u542b\u51e0\u5341\u4e2a\u90e8\u5206\uff0c\u4f46\u6211\u4eec\u91cd\u70b9\u5173\u6ce8\u6295\u8d44\u8005\u771f\u6b63\u9700\u8981\u7684\u5173\u952e\u6307\u6807\uff1a<\/p>\n\n\n\n
        \u6307\u6807\u540d\u79f0<\/strong><\/th>\u4e2d\u6587\u8bf4\u660e<\/strong><\/th>\u6295\u8d44\u610f\u4e49<\/strong><\/th><\/tr><\/thead>
        MarketCapitalization<\/td>\u603b\u5e02\u503c<\/td>\u516c\u53f8\u89c4\u6a21\u5927\u5c0f\uff0c\u53cd\u6620\u5e02\u573a\u5bf9\u516c\u53f8\u7684\u6574\u4f53\u4f30\u503c<\/td><\/tr>
        TrailingPE<\/td>\u5e02\u76c8\u7387<\/td>\u4f30\u503c\u9ad8\u4f4e\u6307\u6807\uff0c\u6570\u503c\u8d8a\u4f4e\u901a\u5e38\u8868\u793a\u8d8a\u4fbf\u5b9c<\/td><\/tr>
        PriceBookMRQ<\/td>\u5e02\u51c0\u7387<\/td>\u80a1\u4ef7\u4e0e\u8d26\u9762\u4ef7\u503c\u7684\u5bf9\u6bd4\uff0c\u4ef7\u503c\u6295\u8d44\u91cd\u8981\u6307\u6807<\/td><\/tr>
        ReturnOnEquityTTM<\/td>\u51c0\u8d44\u4ea7\u6536\u76ca\u7387(ROE)<\/td>\u516c\u53f8\u8d5a\u94b1\u6548\u7387\uff0c\u6570\u503c\u8d8a\u9ad8\u8bf4\u660e\u7ba1\u7406\u5c42\u8d8a\u4f1a\u8d5a\u94b1<\/td><\/tr>
        DividendYield<\/td>\u80a1\u606f\u7387<\/td>\u5206\u7ea2\u6536\u76ca\u7387\uff0c\u9002\u5408\u8ffd\u6c42\u7a33\u5b9a\u6536\u5165\u7684\u6295\u8d44\u8005<\/td><\/tr>
        QuarterlyRevenueGrowthYOY<\/td>\u5b63\u5ea6\u8425\u6536\u589e\u957f\u7387<\/td>\u516c\u53f8\u6210\u957f\u6027\u6307\u6807\uff0c\u53cd\u6620\u4e1a\u52a1\u6269\u5f20\u80fd\u529b<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n
        \u4e0b\u9762\u7684\u4ee3\u7801\u5c55\u793a\u5982\u4f55\u63d0\u53d6\u8fd9\u4e9b\u5173\u952e\u6307\u6807\uff1a<\/p>\n\n\n\n
        fields = [\"MarketCapitalization\", \"TrailingPE\", \"PriceBookMRQ\",<\/code>          \"ReturnOnEquityTTM\", \"DividendYield\", \"QuarterlyRevenueGrowthYOY\"]<\/code>fundamentals = {}<\/code>for f in fields:<\/code>    fundamentals[f] = (<\/code>        data.get(\"Highlights\", {}).get(f)<\/code>        or data.get(\"Valuation\", {}).get(f)<\/code>        or None<\/code>    )<\/code>print(fundamentals)<\/code><\/code><\/pre>\n\n\n\n
        \u73b0\u5728\u4f60\u5c31\u6709\u4e86\u6574\u7406\u597d\u7684\u3001\u7ed3\u6784\u5316\u7684\u6838\u5fc3\u8d22\u52a1\u6570\u636e\uff01<\/p>\n\n\n\n
        \u7b2c4\u6b65\uff1a\u642d\u5efa\u53ef\u89c6\u5316\u770b\u677f<\/strong><\/p>\n\n\n\n
         \ud83d\udcc8<\/strong>“\u5bf9\u77e5\u8bc6\u7684\u6295\u8d44\u56de\u62a5\u7387\u6700\u9ad8\u3002” \u2014\u2014 \u672c\u6770\u660e\u00b7\u5bcc\u5170\u514b\u6797<\/p>\n\n\n\n
        \u53ef\u89c6\u5316\u770b\u677f\u8ba9\u4f60\u7684\u5206\u6790\u66f4\u76f4\u89c2\u3001\u66f4\u6709\u8bf4\u670d\u529b\u3002\u6211\u4eec\u5c06\u521b\u5efa\u4e00\u4e2a\u80fd\u591f\u5e76\u6392\u6bd4\u8f83\u591a\u5bb6\u516c\u53f8\u7684\u4ea4\u4e92\u5f0f\u770b\u677f\u3002<\/p>\n\n\n\n
        \u5b89\u88c5\u5fc5\u9700\u7684\u5de5\u5177\u5305\uff1a<\/strong><\/p>\n\n\n\n
        pip install streamlit pandas requests<\/code><\/pre>\n\n\n\n
        \u521b\u5efa\u6587\u4ef6 f<\/code>dashboard.py<\/code>\uff0c\u5b8c\u6574\u4ee3\u7801\u5982\u4e0b\uff1a<\/p>\n\n\n\n
        import streamlit as st<\/code>import pandas as pd<\/code>import requests<\/code>st.title(\"\ud83d\udcca Financial Data Dashboard with EODHD\")<\/code>api_token = st.text_input(\"Enter your EODHD API token\", type=\"password\")<\/code>tickers_input = st.text_area(\"Enter tickers (comma-separated, e.g. AAPL.US, MSFT.US)\")<\/code>if api_token and tickers_input:<\/code>    tickers = [t.strip() for t in tickers_input.split(\",\") if t.strip()]<\/code>    data_rows = []<\/code>    for t in tickers:<\/code>        url = f\"https:\/\/eodhd.com\/api\/fundamentals\/{t}?api_token={api_token}&fmt=json\"<\/code>        r = requests.get(url)<\/code>        if r.ok:<\/code>            d = r.json()<\/code>            data_rows.append({<\/code>                \"Ticker\": t,<\/code>                \"MarketCap\": d[\"Highlights\"].get(\"MarketCapitalization\"),<\/code>                \"P\/E\": d[\"Valuation\"].get(\"TrailingPE\"),<\/code>                \"P\/B\": d[\"Valuation\"].get(\"PriceBookMRQ\"),<\/code>                \"ROE\": d[\"Highlights\"].get(\"ReturnOnEquityTTM\"),<\/code>                \"DivYield\": d[\"Highlights\"].get(\"DividendYield\"),<\/code>                \"RevGrowthQ\": d[\"Highlights\"].get(\"QuarterlyRevenueGrowthYOY\"),<\/code>            })<\/code>    df = pd.DataFrame(data_rows)<\/code>    st.dataframe(df)<\/code>    st.bar_chart(df.set_index(\"Ticker\")[[\"ROE\", \"DivYield\", \"RevGrowthQ\"]].fillna(0))<\/code><\/code><\/pre>\n\n\n\n
        \u8fd0\u884c\u770b\u677f\uff1a<\/strong><\/p>\n\n\n\n
        streamlit run fdashboard.py<\/code><\/pre>\n\n\n\n
        \u51e0\u79d2\u949f\u5185\uff0c\u4f60\u5c31\u80fd\u770b\u5230\u591a\u5bb6\u516c\u53f8\u7684\u8d22\u52a1\u6570\u636e\u5e76\u6392\u5c55\u793a\uff0c\u8fd8\u6709\u76f4\u89c2\u7684\u5bf9\u6bd4\u56fe\u8868\uff01<\/p>\n\n\n\n
        \u7b2c5\u6b65\uff1a\u63a5\u5165ChatGPT\u667a\u80fd\u5206\u6790 \ud83e\udd16<\/strong><\/p>\n\n\n\n
        \u6211\u4eec\u8981\u8ba9ChatGPT\u628a\u51b7\u51b0\u51b0\u7684\u8d22\u52a1\u6570\u636e\u8f6c\u5316\u4e3a\u901a\u4fd7\u6613\u61c2\u7684\u6295\u8d44\u5206\u6790\u3002<\/p>\n\n\n\n
        \u5b89\u88c5OpenAI\u5de5\u5177\u5305\uff1a<\/strong><\/p>\n\n\n\n
        pip install openai<\/code><\/pre>\n\n\n\n
        \u8ba9AI\u8bfb\u61c2\u8d22\u52a1\u6570\u636e\uff1a<\/strong><\/p>\n\n\n\n
        from openai import OpenAI<\/code>import json<\/code>client = OpenAI(api_key=\"YOUR_OPENAI_KEY\")<\/code>prompt = f\"\"\"<\/code>You are a financial analyst. Based on this data:<\/code>{json.dumps(fundamentals, indent=2)}<\/code>Explain in under 100 words whether this stock appears undervalued or overvalued.<\/code>\"\"\"<\/code>completion = client.chat.completions.create(<\/code>    model=\"gpt-4-turbo\",<\/code>    messages=[{\"role\": \"user\", \"content\": prompt}]<\/code>)<\/code>print(completion.choices[0].message.content)<\/code><\/code><\/pre>\n\n\n\n
        \u793a\u4f8b\u8f93\u51fa\u6548\u679c\uff1a<\/strong><\/p>\n\n\n\n
        \ud83e\udd16 AI\u5206\u6790\u5e08\u89c2\u70b9\uff1a<\/strong>“\u82f9\u679c\u516c\u53f8\u51c0\u8d44\u4ea7\u6536\u76ca\u7387\u8d85\u8fc7140%\uff0c\u8bf4\u660e\u8d5a\u94b1\u80fd\u529b\u6781\u5f3a\uff0c\u7ba1\u7406\u5c42\u975e\u5e38\u4f1a\u4e3a\u80a1\u4e1c\u521b\u9020\u4ef7\u503c\u3002\u4f46\u5e02\u76c8\u7387\u8d85\u8fc730\u500d\uff0c\u76f8\u6bd4\u5386\u53f2\u6c34\u5e73\u504f\u8d35\u3002\u80a1\u606f\u7387\u8f83\u4f4e\uff0c\u66f4\u9002\u5408\u8ffd\u6c42\u6210\u957f\u800c\u975e\u6536\u5165\u7684\u6295\u8d44\u8005\u3002\u5efa\u8bae\u7b49\u5f85\u66f4\u597d\u7684\u4e70\u5165\u65f6\u673a\u3002”<\/p>\n\n\n\n
        \ud83c\udf89 \u606d\u559c\uff01\u4f60\u521a\u521a\u628a\u8d22\u52a1\u6570\u636e\u8f6c\u5316\u4e3a\u4e86\u4e13\u4e1a\u7684\u6295\u8d44\u89c1\u89e3\u3002<\/p>\n\n\n\n
        \u7b2c6\u6b65\uff1a\u8fdb\u9636\u529f\u80fd\u6269\u5c55 \ud83c\udfaf<\/strong><\/p>\n\n\n\n
        \u606d\u559c\u4f60\u5df2\u7ecf\u638c\u63e1\u4e86\u6838\u5fc3\u529f\u80fd\uff01\u4e0b\u9762\u662f\u4e00\u4e9b\u6269\u5c55\u65b9\u5411\uff1a<\/p>\n\n\n\n
        \u529f\u80fd\u6a21\u5757<\/strong><\/th>\u5b9e\u73b0\u96be\u5ea6<\/strong><\/th>\u5b9e\u7528\u4ef7\u503c<\/strong><\/th>\u9002\u7528\u4eba\u7fa4<\/strong><\/th><\/tr><\/thead>
        \u5386\u53f2\u8d70\u52bf\u56fe\u8868<\/td>\u2605\u2605\u2606\u2606\u2606<\/td>\u2605\u2605\u2605\u2605\u2606<\/td>\u6240\u6709\u6295\u8d44\u8005<\/td><\/tr>
        PDF\u6295\u8d44\u62a5\u544a<\/td>\u2605\u2605\u2605\u2606\u2606<\/td>\u2605\u2605\u2605\u2605\u2605<\/td>\u4e13\u4e1a\u6295\u8d44\u8005<\/td><\/tr>
        \u884c\u4e1a\u677f\u5757\u5bf9\u6bd4<\/td>\u2605\u2605\u2605\u2605\u2606<\/td>\u2605\u2605\u2605\u2605\u2606<\/td>\u7ec4\u5408\u6295\u8d44\u8005<\/td><\/tr>
        \u6307\u6807\u9884\u8b66\u7cfb\u7edf<\/td>\u2605\u2605\u2605\u2606\u2606<\/td>\u2605\u2605\u2605\u2605\u2605<\/td>\u957f\u671f\u6295\u8d44\u8005<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n
        \ud83c\udfa8 \u8fdb\u9636\u529f\u80fd\u4ee3\u7801\u793a\u4f8b<\/strong><\/h3>\n\n\n\n
        \u6dfb\u52a0\u5386\u53f2\u4ef7\u683c\u8d70\u52bf\uff1a<\/strong><\/p>\n\n\n\n
        # \u83b7\u53d6\u5386\u53f2\u4ef7\u683c\u6570\u636e <\/code>price_url = f\"https:\/\/eodhd.com\/api\/eod\/{ticker}?api_token={api_token}&period=d&from=2023-01-01\" price_data = requests.get(price_url).json() <\/code><\/code># \u7528streamlit\u521b\u5efa\u4ef7\u683c\u8d70\u52bf\u56fe <\/code>price_df = pd.DataFrame(price_data) st.line_chart(price_df.set_index('date')['close'])<\/code><\/code><\/pre>\n\n\n\n
        \u751f\u6210PDF\u62a5\u544a\uff1a<\/strong><\/p>\n\n\n\n
        from reportlab.pdfgen import canvas # \u521b\u5efaPDF\u62a5\u544a\uff0c\u7ed3\u5408\u8d22\u52a1\u6307\u6807\u548cAI\u5206\u6790 <\/code>def generate_report(company_data, ai_analysis): c = canvas.Canvas(f\"{ticker}_\u6295\u8d44\u5206\u6790\u62a5\u544a.pdf\") <\/code><\/code># \u6dfb\u52a0\u8d22\u52a1\u6570\u636e\u548cAI\u5206\u6790\u5185\u5bb9 <\/code>c.drawString(100, 750, f\"{ticker} \u6295\u8d44\u5206\u6790\u62a5\u544a\") # ... \u66f4\u591aPDF\u751f\u6210\u4ee3\u7801<\/code><\/code><\/pre>\n\n\n\n
        \ud83d\udd25 \u5b9e\u6218\u6848\u4f8b\uff1a\u82f9\u679cvs\u5fae\u8f6f\u8d22\u52a1\u5bf9\u51b3<\/strong><\/h2>\n\n\n\n
        \u8ba9\u6211\u4eec\u7528\u521a\u624d\u642d\u5efa\u7684\u7cfb\u7edf\u6765\u5b9e\u9645\u5206\u6790\u82f9\u679c\u548c\u5fae\u8f6f\u3002<\/p>\n\n\n\n
        \u8d22\u52a1\u6307\u6807<\/strong><\/th>\u82f9\u679c(AAPL)<\/strong><\/th>\u5fae\u8f6f(MSFT)<\/strong><\/th>AI\u5206\u6790\u7ed3\u8bba<\/strong><\/th><\/tr><\/thead>
        \u5e02\u76c8\u7387<\/td>32\u500d<\/td>35\u500d<\/td>\u4e24\u5bb6\u4f30\u503c\u90fd\u4e0d\u4fbf\u5b9c\uff0c\u5904\u4e8e\u5386\u53f2\u8f83\u9ad8\u6c34\u5e73<\/td><\/tr>
        ROE\u51c0\u8d44\u4ea7\u6536\u76ca\u7387<\/td>147%<\/td>42%<\/td>\u82f9\u679c\u7684\u8d5a\u94b1\u6548\u7387\u660e\u663e\u66f4\u9ad8\uff0c\u8d44\u672c\u8fd0\u7528\u66f4\u9ad8\u6548<\/td><\/tr>
        \u80a1\u606f\u7387<\/td>0.5%<\/td>0.8%<\/td>\u5fae\u8f6f\u5206\u7ea2\u66f4\u6177\u6168\uff0c\u9002\u5408\u6536\u5165\u578b\u6295\u8d44\u8005<\/td><\/tr>
        \u8425\u6536\u589e\u957f\u7387<\/td>8%<\/td>16%<\/td>\u5fae\u8f6f\u589e\u957f\u66f4\u5feb\uff0c\u4e91\u8ba1\u7b97\u4e1a\u52a1\u63a8\u52a8\u5f3a\u52b2\u589e\u957f<\/td><\/tr>
        \u603b\u5e02\u503c<\/td>3.1\u4e07\u4ebf\u7f8e\u5143<\/td>2.8\u4e07\u4ebf\u7f8e\u5143<\/td>\u4e24\u5bb6\u90fd\u662f\u5de8\u578b\u516c\u53f8\uff0c\u82f9\u679c\u7565\u80dc\u4e00\u7b79<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n
        \ud83e\udd16 AI\u7efc\u5408\u5206\u6790\u7ed3\u8bba<\/strong><\/h3>\n\n\n\n
        \u82f9\u679c\uff1a<\/strong>\u76c8\u5229\u80fd\u529b\u6781\u5f3a\uff0cROE\u9ad8\u8fbe147%\u8bf4\u660e\u7ba1\u7406\u5c42\u975e\u5e38\u4f1a\u8d5a\u94b1\uff0c\u4f46\u4f30\u503c\u504f\u8d35\u4e14\u589e\u957f\u653e\u7f13\uff0c\u9002\u5408\u957f\u671f\u4ef7\u503c\u6295\u8d44\u8005\u5728\u5408\u9002\u4ef7\u4f4d\u4e70\u5165\u3002<\/p>\n\n\n\n
        \u5fae\u8f6f\uff1a<\/strong>\u589e\u957f\u52bf\u5934\u66f4\u5f3a\u52b2\uff0c\u4e91\u8ba1\u7b97Azure\u4e1a\u52a1\u9a71\u52a8\u8425\u6536\u5feb\u901f\u589e\u957f\uff0c\u5206\u7ea2\u653f\u7b56\u66f4\u53cb\u597d\uff0c\u867d\u7136\u4f30\u503c\u4e0d\u4fbf\u5b9c\u4f46\u6210\u957f\u6027\u66f4\u597d\u3002<\/p>\n\n\n\n
        \u6295\u8d44\u5efa\u8bae\uff1a<\/strong>\u6210\u957f\u578b\u6295\u8d44\u8005\u53ef\u5173\u6ce8\u5fae\u8f6f\uff0c\u4ef7\u503c\u578b\u6295\u8d44\u8005\u53ef\u7b49\u5f85\u82f9\u679c\u56de\u8c03\u673a\u4f1a\u3002<\/p>\n\n\n\n
        \ud83d\udcdd \u603b\u7ed3\u4e0e\u5c55\u671b<\/strong><\/h2>\n\n\n\n
        \u901a\u8fc7\u8fd9\u4e2a\u6559\u7a0b\uff0c\u6211\u4eec\u6210\u529f\u6253\u9020\u4e86\u4e00\u4e2a\u96c6\u6570\u636e\u83b7\u53d6\u3001\u53ef\u89c6\u5316\u5c55\u793a\u3001AI\u667a\u80fd\u5206\u6790\u4e8e\u4e00\u4f53\u7684\u6295\u8d44\u5206\u6790\u7cfb\u7edf\u3002\u8fd9\u5957\u5de5\u5177\u4e0d\u4ec5\u8ba9\u666e\u901a\u6295\u8d44\u8005\u80fd\u591f\u83b7\u53d6\u4e13\u4e1a\u7ea7\u7684\u8d22\u52a1\u6570\u636e\uff0c\u66f4\u91cd\u8981\u7684\u662f\u901a\u8fc7ChatGPT\u7684\u52a0\u6301\uff0c\u8ba9\u6bcf\u4e2a\u4eba\u90fd\u80fd\u7406\u89e3\u8fd9\u4e9b\u6570\u636e\u80cc\u540e\u7684\u6295\u8d44\u542b\u4e49\uff0c\u771f\u6b63\u5b9e\u73b0\u4ece”\u770b\u4ef7\u683c”\u5230”\u770b\u4ef7\u503c”\u7684\u6295\u8d44\u7406\u5ff5\u8f6c\u53d8\u3002<\/p>\n\n\n\n
        \ud83c\udfaf \u6838\u5fc3\u8981\u70b9\u603b\u7ed3<\/strong><\/h3>\n\n\n\n
          \n
        1. \u6280\u672f\u6808\u7ec4\u5408\uff1a<\/strong>Python + EODHD\u6570\u636e\u63a5\u53e3 + Streamlit\u53ef\u89c6\u5316 + ChatGPT\u5206\u6790\uff0c\u56db\u8005\u7ed3\u5408\u5a01\u529b\u65e0\u7a77<\/li>\n\n\n\n
        2. \u5173\u952e\u8d22\u52a1\u6307\u6807\uff1a<\/strong>\u91cd\u70b9\u5173\u6ce8\u5e02\u76c8\u7387(\u4f30\u503c)\u3001ROE(\u76c8\u5229\u6548\u7387)\u3001\u8425\u6536\u589e\u957f(\u6210\u957f\u6027)\u3001\u80a1\u606f\u7387(\u5206\u7ea2)\u56db\u5927\u6838\u5fc3\u6307\u6807<\/li>\n\n\n\n
        3. \u5de5\u5177\u7279\u70b9\uff1a<\/strong>\u514d\u8d39\u5f00\u6e90\u3001\u64cd\u4f5c\u7b80\u5355\u3001\u5206\u6790\u4e13\u4e1a\u3001\u9002\u5408\u521d\u5b66\u8005\u5feb\u901f\u4e0a\u624b\u4ef7\u503c\u6295\u8d44<\/li>\n\n\n\n
        4. \u9002\u7528\u4eba\u7fa4\uff1a<\/strong>\u60f3\u8981\u544a\u522b\u97ed\u83dc\u547d\u8fd0\u7684\u666e\u901a\u6295\u8d44\u8005\u3001\u5bf9\u91cf\u5316\u6295\u8d44\u611f\u5174\u8da3\u7684\u7a0b\u5e8f\u5458\u3001\u8ffd\u6c42\u7406\u6027\u6295\u8d44\u7684\u4ef7\u503c\u6295\u8d44\u8005<\/li>\n\n\n\n
        5. \u5b66\u4e60\u5efa\u8bae\uff1a<\/strong>\u4ece\u6a21\u4eff\u5f00\u59cb\uff0c\u9010\u6b65\u7406\u89e3\u6bcf\u4e2a\u6307\u6807\u7684\u542b\u4e49\uff0c\u7ed3\u5408AI\u5206\u6790\u57f9\u517b\u6295\u8d44\u76f4\u89c9\uff0c\u6700\u7ec8\u5f62\u6210\u81ea\u5df1\u7684\u6295\u8d44\u4f53\u7cfb<\/li>\n<\/ol>\n\n\n\n
          “\u5728\u6295\u8d44\u4e2d\uff0c\u8212\u9002\u7684\u5f80\u5f80\u4e0d\u8d5a\u94b1\u3002” \u2014\u2014 \u7f57\u4f2f\u7279\u00b7\u963f\u8bfa\u7279<\/p>\n\n\n\n
          \u5927\u591a\u6570\u4eba\u88ab\u6570\u5b57\u6df9\u6ca1\uff0c\u53ea\u6709\u5c11\u6570\u4eba\u628a\u6570\u5b57\u8f6c\u5316\u4e3a\u77e5\u8bc6\u3002\u800c\u73b0\u5728\uff0c\u501f\u52a9Python\u548cChatGPT\u7684\u529b\u91cf\uff0c\u4f60\u4e5f\u53ef\u4ee5\u6210\u4e3a\u90a3\u5c11\u6570\u4eba\u4e2d\u7684\u4e00\u5458\u3002<\/p>\n\n\n\n
          \u8bb0\u4f4f\uff1a<\/strong>\u5de5\u5177\u53ea\u662f\u8f85\u52a9\uff0c\u771f\u6b63\u7684\u6295\u8d44\u667a\u6167\u6765\u81ea\u4e8e\u6301\u7eed\u5b66\u4e60\u548c\u7406\u6027\u601d\u8003\u3002\u613f\u8fd9\u5957\u5de5\u5177\u80fd\u5e2e\u4f60\u5728\u6295\u8d44\u8def\u4e0a\u8d70\u5f97\u66f4\u7a33\u3001\u770b\u5f97\u66f4\u8fdc\uff01<\/p>\n\n\n\n
          <\/p>\n\n\n\n
          #Python\u91cf\u5316\u6295\u8d44 #ChatGPT #\u80a1\u7968\u5206\u6790 #\u57fa\u672c\u9762\u5206\u6790 #AI\u6295\u8d44 #\u91cf\u5316\u4ea4\u6613 #\u8d22\u52a1\u6570\u636e\u5206\u6790 #\u4ef7\u503c\u6295\u8d44 #ROE #\u5e02\u76c8\u7387<\/p>\n\n\n\n
          \u611f\u8c22\u60a8\u9605\u8bfb\u5230\u6700\u540e\uff0c\u5e0c\u671b\u8fd9\u7bc7\u6587\u7ae0\u4e3a\u60a8\u5e26\u6765\u4e86\u65b0\u7684\u542f\u53d1\u548c\u5b9e\u7528\u7684\u77e5\u8bc6\uff01\u5982\u679c\u89c9\u5f97\u6709\u5e2e\u52a9\uff0c\u8bf7\u4e0d\u541d\u70b9\u8d5e\u548c\u5206\u4eab\uff0c\u60a8\u7684\u652f\u6301\u662f\u6211\u6301\u7eed\u521b\u4f5c\u7684\u52a8\u529b\u3002\u795d\u60a8\u6295\u8d44\u987a\u5229\uff0c\u6536\u76ca\u957f\u8679\uff01\u5982\u679c\u5bf9\u6587\u4e2d\u5185\u5bb9\u6709\u4efb\u4f55\u7591\u95ee\uff0c\u6b22\u8fce\u7559\u8a00\uff0c\u6211\u4f1a\u5c3d\u5feb\u56de\u590d\uff01<\/em><\/p>\n\n\n\n
          \n\n\n\n
          \u672c\u6587\u5185\u5bb9\u4ec5\u9650\u6280\u672f\u63a2\u8ba8\u548c\u5b66\u4e60\uff0c\u4e0d\u6784\u6210\u4efb\u4f55\u6295\u8d44\u5efa\u8bae\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"
          \u4f5c\u8005\uff1a\u8001\u4f59\u635e\u9c7c \u539f\u521b\u4e0d\u6613\uff0c\u8f6c\u8f7d\u8bf7\u6807\u660e\u51fa\u5904\u53ca\u539f\u4f5c\u8005\u3002…<\/p>\n
          Continue reading\u544a\u522b\u97ed\u83dc\u547d\u8fd0\uff01\u624b\u628a\u624b\u6559\u4f60\u7528AI\u6253\u9020\u79c1\u4eba\u6295\u8d44\u987e\u95ee<\/span><\/a><\/div>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[17,4,5,6],"class_list":{"0":"post-2978","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"hentry","6":"category-aiinvest","7":"tag-ai","10":"tag-6","11":"entry"},"_links":{"self":[{"href":"https:\/\/laoyulaoyu.com\/index.php\/wp-json\/wp\/v2\/posts\/2978","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/laoyulaoyu.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/laoyulaoyu.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/laoyulaoyu.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/laoyulaoyu.com\/index.php\/wp-json\/wp\/v2\/comments?post=2978"}],"version-history":[{"count":1,"href":"https:\/\/laoyulaoyu.com\/index.php\/wp-json\/wp\/v2\/posts\/2978\/revisions"}],"predecessor-version":[{"id":2979,"href":"https:\/\/laoyulaoyu.com\/index.php\/wp-json\/wp\/v2\/posts\/2978\/revisions\/2979"}],"wp:attachment":[{"href":"https:\/\/laoyulaoyu.com\/index.php\/wp-json\/wp\/v2\/media?parent=2978"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/laoyulaoyu.com\/index.php\/wp-json\/wp\/v2\/categories?post=2978"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/laoyulaoyu.com\/index.php\/wp-json\/wp\/v2\/tags?post=2978"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}