{"id":19077,"date":"2025-01-22T14:15:03","date_gmt":"2025-01-22T06:15:03","guid":{"rendered":"https:\/\/www.aisharenet.com\/?p=19077"},"modified":"2025-01-22T14:15:03","modified_gmt":"2025-01-22T06:15:03","slug":"shiyong-phidata-ai-bao","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/ja\/shiyong-phidata-ai-bao\/","title":{"rendered":"\u4f7f\u7528 Phidata AI \u5feb\u901f\u6784\u5efa\u80a1\u7968\u5206\u6790\u667a\u80fd\u4f53\u667a\u80fd\u4f53"},"content":{"rendered":"<h2><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-19079\" title=\"\u4f7f\u7528 Phidata AI \u5feb\u901f\u6784\u5efa\u80a1\u7968\u5206\u6790\u667a\u80fd\u4f53\u667a\u80fd\u4f53-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/dd7bb7b0613c4b2.png\" alt=\"\u4f7f\u7528 Phidata AI \u5feb\u901f\u6784\u5efa\u80a1\u7968\u5206\u6790\u667a\u80fd\u4f53\u667a\u80fd\u4f53-1\" width=\"898\" height=\"505\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/dd7bb7b0613c4b2.png 898w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/dd7bb7b0613c4b2-300x169.png 300w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/dd7bb7b0613c4b2-768x432.png 768w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/dd7bb7b0613c4b2-18x10.png 18w\" sizes=\"auto, (max-width: 898px) 100vw, 898px\" \/><\/h2>\n<p>&nbsp;<\/p>\n<h2>\u80a1\u7968\u7814\u7a76\u4e2d\u7684\u4fe1\u606f\u8fc7\u8f7d\u662f\u771f\u5b9e\u5b58\u5728\u7684<\/h2>\n<p>\u5728\u8bc4\u4f30\u80a1\u7968\u4ef7\u503c\u65f6\uff0c\u4e00\u4e2a\u5e38\u89c1\u7684\u6311\u6218\u662f\uff1a\u5904\u7406\u6765\u81ea\u591a\u4e2a\u6765\u6e90\u7684\u5927\u91cf\u4fe1\u606f\uff0c\u4ee5\u505a\u51fa\u660e\u667a\u7684\u6295\u8d44\u51b3\u7b56\u3002<\/p>\n<p>\u4f20\u7edf\u65b9\u6cd5\u5305\u62ec\uff1a<\/p>\n<ul>\n<li>\u4ece\u5404\u79cd\u5e73\u53f0\u6536\u96c6\u8d22\u52a1\u6570\u636e\u3002<\/li>\n<li>\u9605\u8bfb\u591a\u4efd\u62a5\u544a\u3001\u65b0\u95fb\u548c\u5176\u4ed6\u6587\u7ae0\u3002<\/li>\n<li>\u6784\u5efa\u548c\u7ef4\u62a4\u590d\u6742\u7684\u7535\u5b50\u8868\u683c\u6a21\u578b\u3002<\/li>\n<li>\u5c06\u8fd9\u4e9b\u4fe1\u606f\u7efc\u5408\u6210\u53ef\u64cd\u4f5c\u7684\u5185\u5bb9\u3002<\/li>\n<\/ul>\n<p>\u540c\u65f6\u6301\u6709\u548c\u7ba1\u7406\u6240\u6709\u8fd9\u4e9b\u8f93\u5165\u901a\u5e38\u770b\u8d77\u6765\u50cf\u8fd9\u6837\uff1a<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-19080\" title=\"\u4f7f\u7528 Phidata AI \u5feb\u901f\u6784\u5efa\u80a1\u7968\u5206\u6790\u667a\u80fd\u4f53\u667a\u80fd\u4f53-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/a266de0a32c72bf.png\" alt=\"\u4f7f\u7528 Phidata AI \u5feb\u901f\u6784\u5efa\u80a1\u7968\u5206\u6790\u667a\u80fd\u4f53\u667a\u80fd\u4f53-1\" width=\"891\" height=\"382\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/a266de0a32c72bf.png 891w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/a266de0a32c72bf-300x129.png 300w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/a266de0a32c72bf-768x329.png 768w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/a266de0a32c72bf-18x8.png 18w\" sizes=\"auto, (max-width: 891px) 100vw, 891px\" \/><\/p>\n<p>\u4f17\u6240\u5468\u77e5\uff0cAI \u662f\u6700\u53ef\u884c\u7684\u89e3\u51b3\u65b9\u6848\uff0c\u53ef\u4ee5\u8f7b\u677e\u9ad8\u6548\u5730\u5904\u7406\u5927\u578b\u6570\u636e\u96c6\u3002<\/p>\n<p>\u7136\u800c\uff0c\u76ee\u524d\u5927\u591a\u6570\u516c\u5f00\u53ef\u7528\u7684\u5927\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u4ecd\u7136\u65e0\u6cd5\u975e\u5e38\u51c6\u786e\u5730\u5bf9\u5b9e\u65f6\u80a1\u7968\u6570\u636e\u8fdb\u884c\u8be6\u7ec6\u7684\u6df1\u5165\u5206\u6790\u3002<\/p>\n<ul>\n<li><a href=\"https:\/\/www.kdjingpai.com\/ja\/chatgpt-6\/\">ChatGPT<\/a> \u548c <a href=\"https:\/\/www.kdjingpai.com\/ja\/claudeanquanfubai\/\">Claude<\/a> \u6709\u4e0a\u4e0b\u6587\u65e5\u671f\u622a\u6b62\u3002<\/li>\n<li><a href=\"https:\/\/www.kdjingpai.com\/ja\/perplexity-aizhiming\/\">Perplexity<\/a> \u975e\u5e38\u9002\u5408\u5b9e\u65f6\u4fe1\u606f\uff0c\u4f46\u5728\u5206\u6790\u4efb\u52a1\u65b9\u9762\u53d7\u5230\u9650\u5236\u3002<\/li>\n<li>ChatGPT \u641c\u7d22\u4ecd\u7136\u4e0d\u5c3d\u5982\u4eba\u610f\u3002<\/li>\n<\/ul>\n<p>\u5bf9\u4e8e\u8be6\u7ec6\u7684\u7814\u7a76\u548c\u80a1\u7968\u5206\u6790\uff0c\u6211\u4eec\u9700\u8981\u66f4\u7cbe\u786e\u4e14\u80fd\u591f\u5f88\u597d\u5730\u5904\u7406\u7ed3\u6784\u5316\u6570\u636e\u96c6\u7684\u4e1c\u897f\u3002<\/p>\n<p>\u4e8b\u5b9e\u4e0a\uff0c\u5982\u679c\u6211\u4eec\u80fd\u628a\u6240\u6709\u4e1c\u897f\u7ed3\u5408\u8d77\u6765\u5462\uff1f\u5982\u679c\u6211\u4eec\u80fd\u591f\u5229\u7528 AI \u667a\u80fd\u4f53\uff0c\u5728\u4e00\u4e2a\u7cfb\u7edf\u4e2d\u5c31\u53ef\u4ee5\u6d4f\u89c8\u65b0\u95fb\u3001\u8c37\u6b4c\u641c\u7d22\u3001\u8d22\u52a1\u6570\u636e\u96c6\u548c\u7f16\u7801\u4efb\u52a1\u5462\uff1f<\/p>\n<p>\u4e00\u4e2a\u8d85\u5f3a\u3001\u59cb\u7ec8\u5728\u7ebf\u7684\u80a1\u7968\u5206\u6790\u5e08\u3002<\/p>\n<p>&nbsp;<\/p>\n<h2>\u8fdb\u5165 AI \u667a\u80fd\u4f53\u89e3\u51b3\u65b9\u6848<\/h2>\n<p>\u4e3a\u4e86\u89e3\u51b3\u8fd9\u4e2a\u95ee\u9898\uff0c\u6211\u5f00\u53d1\u4e86\u4e00\u4e2a\u7cfb\u7edf\uff0c\u53ef\u4ee5\u534f\u8c03\u591a\u4e2a\u4e13\u4e1a\u7684 AI \u667a\u80fd\u4f53\uff0c\u6bcf\u4e2a\u667a\u80fd\u4f53\u5904\u7406\u80a1\u7968\u5206\u6790\u7684\u7279\u5b9a\u65b9\u9762\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-19081\" title=\"\u4f7f\u7528 Phidata AI \u5feb\u901f\u6784\u5efa\u80a1\u7968\u5206\u6790\u667a\u80fd\u4f53\u667a\u80fd\u4f53-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/1406bc00b9d61ed.jpg\" alt=\"\u4f7f\u7528 Phidata AI \u5feb\u901f\u6784\u5efa\u80a1\u7968\u5206\u6790\u667a\u80fd\u4f53\u667a\u80fd\u4f53-1\" width=\"2171\" height=\"2489\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/1406bc00b9d61ed.jpg 2171w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/1406bc00b9d61ed-262x300.jpg 262w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/1406bc00b9d61ed-893x1024.jpg 893w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/1406bc00b9d61ed-768x880.jpg 768w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/1406bc00b9d61ed-1340x1536.jpg 1340w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/1406bc00b9d61ed-1786x2048.jpg 1786w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/1406bc00b9d61ed-10x12.jpg 10w\" sizes=\"auto, (max-width: 2171px) 100vw, 2171px\" \/><\/p>\n<h3>\u667a\u80fd\u4f53\u56e2\u961f<\/h3>\n<ol>\n<li><strong>\u60c5\u7eea\u5206\u6790\u667a\u80fd\u4f53\uff08GPT-4o\uff09<\/strong>\n<ul>\n<li>\u5904\u7406\u65b0\u95fb\u548c\u5e02\u573a\u60c5\u7eea<\/li>\n<li>\u4f7f\u7528\u8c37\u6b4c\u641c\u7d22\u6536\u96c6\u6700\u8fd1\u7684\u8fdb\u5c55<\/li>\n<li>\u63d0\u4f9b\u60c5\u7eea\u8bc4\u5206\u548c\u8d8b\u52bf\u5206\u6790<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u8d22\u52a1\u5206\u6790\u667a\u80fd\u4f53\uff08Claude 3.5\uff09<\/strong>\n<ul>\n<li>\u4e0d\u540c\u7684\u667a\u80fd\u4f53\u7528\u4e8e\u57fa\u672c\u80a1\u7968\u6570\u636e\u548c\u5386\u53f2\u6570\u636e<\/li>\n<li>\u5206\u6790\u516c\u53f8\u8d22\u52a1\u548c\u6307\u6807<\/li>\n<li>\u6267\u884c\u4f30\u503c\u8ba1\u7b97\uff08DCF\u3001\u516c\u5f00\u53ef\u6bd4\u516c\u53f8\u3001\u57fa\u672c\u9762\u5206\u6790\uff09<\/li>\n<li>\u8bc4\u4f30\u5173\u952e\u7ee9\u6548\u6307\u6807<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u91cf\u5316\u5206\u6790\u667a\u80fd\u4f53\uff08Claude 3.5 Sonnet \u6216 Haiku\uff09<\/strong>\n<ul>\n<li>\u6267\u884c Python \u4ee3\u7801\u8fdb\u884c\u6280\u672f\u5206\u6790<\/li>\n<li>\u5904\u7406\u5927\u578b\u6570\u636e\u96c6\u548c\u5176\u4ed6\u667a\u80fd\u4f53\u7684\u8f93\u51fa<\/li>\n<li>\u751f\u6210\u53ef\u89c6\u5316\u548c\u7edf\u8ba1\u89c1\u89e3<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u6267\u884c\/\u6295\u8d44\u7ec4\u5408\u7ecf\u7406\u667a\u80fd\u4f53\uff08Claude 3.5 Sonnet \u6216 Haiku\uff09<\/strong>\n<ul>\n<li>\u5145\u5f53\u6295\u8d44\u7ec4\u5408\u7ecf\u7406\uff0c\u65e8\u5728\u7efc\u5408\u6570\u636e\uff0c\u53ef\u9009\u62e9\u8def\u7531\u3002<\/li>\n<li>\u6c47\u603b\u5176\u4ed6\u5de5\u5177\u578b\u667a\u80fd\u4f53\u6536\u96c6\u7684\u6240\u6709\u4fe1\u606f\uff0c\u5e76\u63d0\u4f9b\u4e70\u5165\u3001\u5356\u51fa\u6216\u6301\u6709\u7684\u5efa\u8bae<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<h3>Phidata\uff1a\u667a\u80fd\u4f53\u6784\u5efa\u5668<\/h3>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-19082\" title=\"\u4f7f\u7528 Phidata AI \u5feb\u901f\u6784\u5efa\u80a1\u7968\u5206\u6790\u667a\u80fd\u4f53\u667a\u80fd\u4f53-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/e356cb275da4d76.jpg\" alt=\"\u4f7f\u7528 Phidata AI \u5feb\u901f\u6784\u5efa\u80a1\u7968\u5206\u6790\u667a\u80fd\u4f53\u667a\u80fd\u4f53-1\" width=\"917\" height=\"481\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/e356cb275da4d76.jpg 2400w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/e356cb275da4d76-300x158.jpg 300w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/e356cb275da4d76-1024x538.jpg 1024w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/e356cb275da4d76-768x403.jpg 768w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/e356cb275da4d76-1536x806.jpg 1536w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/e356cb275da4d76-2048x1075.jpg 2048w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/e356cb275da4d76-18x9.jpg 18w\" sizes=\"auto, (max-width: 917px) 100vw, 917px\" \/><\/p>\n<p><a href=\"https:\/\/www.kdjingpai.com\/ja\/phidata\/\">Phidata<\/a> \u662f\u4e00\u4e2a AI \u667a\u80fd\u4f53\u6846\u67b6\uff0c\u4f7f\u5f00\u53d1\u4eba\u5458\u80fd\u591f\uff1a<\/p>\n<ul>\n<li>\u6784\u5efa\u5177\u6709\u8bb0\u5fc6\u3001\u77e5\u8bc6\u548c\u5916\u90e8\u8fde\u63a5\u7684\u667a\u80fd\u4f53<\/li>\n<li>\u6784\u5efa\u53ef\u4ee5\u534f\u540c\u5de5\u4f5c\u7684\u667a\u80fd\u4f53\u56e2\u961f<\/li>\n<li>\u76d1\u63a7\u3001\u8bc4\u4f30\u548c\u4f18\u5316\u667a\u80fd\u4f53<\/li>\n<\/ul>\n<p>\u4ed6\u4eec\u8fd8\u63d0\u4f9b\u76f4\u89c2\u4e14\u7528\u6237\u53cb\u597d\u7684\u667a\u80fd\u4f53\u7528\u6237\u754c\u9762\uff0c\u7528\u6237\u53ef\u4ee5\u5728\u6c99\u76d2\u73af\u5883\u4e2d\u6d4b\u8bd5\u667a\u80fd\u4f53\u3002<\/p>\n<p>Phidata \u5141\u8bb8\u6211\u4eec\u5f00\u7bb1\u5373\u7528\u5730\u96c6\u6210\u591a\u4e2a\u5f3a\u5927\u7684\u5de5\u5177\uff1a<\/p>\n<ul>\n<li>Yahoo Finance API \u7528\u4e8e\u5b9e\u65f6\u4ef7\u683c\u6570\u636e\u548c\u5386\u53f2\u8d22\u52a1\u6570\u636e<\/li>\n<li>\u8c37\u6b4c\u641c\u7d22\u7528\u4e8e\u65b0\u95fb\u548c\u60c5\u7eea\u5206\u6790<\/li>\n<li>\u7528\u4e8e AI \u6307\u5bfc\u7684\u4ee3\u7801\u6267\u884c\u548c\u5b9a\u91cf\u5206\u6790\u7684 Python \u5de5\u5177\uff08\u8c28\u614e\u4f7f\u7528\uff09<\/li>\n<li>\u7528\u4e8e\u6570\u636e\u5904\u7406\u548c\u53ef\u89c6\u5316\u7684\u81ea\u5b9a\u4e49\u91cf\u5316\u51fd\u6570\uff08\u53ef\u9009\uff09\n<ul>\n<li>\u6ce8\u610f\uff1a\u4ee3\u7801\u6267\u884c\u667a\u80fd\u4f53\u9700\u8981\u4e25\u683c\u7684\u63a7\u5236\u548c\u4e25\u683c\u7684\u63d0\u793a\u5de5\u7a0b<\/li>\n<li>\u4ee3\u7801\u667a\u80fd\u4f53\u53ef\u80fd\u4f1a\u9047\u5230\u591a\u4e2a\u9519\u8bef\uff0c\u4f8b\u5982\u9012\u5f52\u51fd\u6570\u6216\u4fdd\u5b58\u548c\u8bfb\u53d6\u6587\u4ef6<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h2>\u5165\u95e8<\/h2>\n<p>\u60f3\u81ea\u5df1\u5c1d\u8bd5\u4e00\u4e0b\u5417\uff1f\u5b8c\u6574\u7684\u4ee3\u7801\u53ef\u5728\u00a0<a href=\"https:\/\/colab.research.google.com\/drive\/1Coadw8bKA6GH_u3N86DtPD-ZLtZhm3D0#scrollTo=LYSEscwt59Gt\">Google Colab \u7b14\u8bb0\u672c<\/a>\u4e2d\u627e\u5230\u3002<\/p>\n<p>\u60a8\u5c06\u9700\u8981\uff1a<\/p>\n<ul>\n<li>OpenAI\u00a0\u548c\u00a0<a href=\"https:\/\/www.kdjingpai.com\/ja\/claudeanquanfubai\/\">Anthropic<\/a>\u00a0\u7684 API \u5bc6\u94a5\uff08\u6211\u4eec\u5bf9\u4e0d\u540c\u7684\u667a\u80fd\u4f53\u4f7f\u7528\u4e0d\u540c\u7684\u6a21\u578b\uff0c\u4f46\u60a8\u53ef\u4ee5\u9009\u62e9\u66f4\u7edf\u4e00\u7684\u5de5\u4f5c\u6d41\u7a0b\uff09<\/li>\n<li>\u5df2\u5b89\u88c5 Phidata \u6846\u67b6<\/li>\n<li>\u4e00\u4e9b\u57fa\u672c\u7684 Python \u77e5\u8bc6\uff0c\u4ee5\u4fbf\u7ee7\u7eed\u5b66\u4e60<\/li>\n<\/ul>\n<h2>\u5fc5\u9700\u7684\u5305<\/h2>\n<pre><code>!pip install phidata openai anthropic yfinance googlesearch-python pycountry -q\r\n<\/code><\/pre>\n<h2>\u5b9e\u4f8b\u5316\u5e93\u548c API \u5bc6\u94a5<\/h2>\n<pre>## Libraries\r\n\r\nfrom phi.agent import Agent\r\nfrom phi.model.openai import OpenAIChat\r\nfrom phi.model.anthropic import Claude\r\nfrom phi.tools.yfinance import YFinanceTools\r\nfrom phi.tools.googlesearch import GoogleSearch\r\n\r\n## API Keys\r\n\r\nimport requests\r\n\r\nfrom google.colab import userdata\r\nOPENAI_API_KEY = userdata.get('OPENAI_API_KEY')\r\nANTHROPIC_API_KEY = userdata.get('ANTHROPIC_API_KEY')\r\n\r\nimport os\r\nos.environ[\"OPENAI_API_KEY\"] = OPENAI_API_KEY\r\nos.environ[\"ANTHROPIC_API_KEY\"] = ANTHROPIC_API_KEY<\/pre>\n<p>&nbsp;<\/p>\n<h2>\u5b9a\u4e49\u4e00\u4e2a\u667a\u80fd\u4f53 &#8211; \u60c5\u7eea\u5206\u6790\u793a\u4f8b<\/h2>\n<pre># Sentiment Analysis Agent\r\n\r\nsentiment_agent = Agent(\r\nname=\"Sentiment Analysis Agent\",\r\nrole=\"Search and interpret news articles\",\r\nmodel=OpenAIChat(id=\"gpt-4o\"),\r\n## define the tools for the Agent's use\r\ntools=[GoogleSearch(), YFinanceTools(company_news=True)],\r\ninstructions=[\r\n\"Find relevant news articles for each company and critically analyze the news sentiment.\",\r\n\"Provide sentiment scores from 1 (negative) to 10 (positive) with reasoning and sources.\"\r\n\"Cite your sources. Be specific, crtical and provide relevant links.\"\r\n],\r\nshow_tool_calls=True,\r\nmarkdown=True,\r\n)<\/pre>\n<p>&nbsp;<\/p>\n<h2>\u5b9a\u4e49\u4e00\u4e2a\u667a\u80fd\u4f53 &#8211; \u57fa\u672c\u80a1\u7968\u4fe1\u606f\u793a\u4f8b<\/h2>\n<pre># Financial Analyst Agent\r\n\r\nbasic_stock_agent = Agent(\r\nname=\"Basic Financial Data Agent\",\r\nrole=\"Retrieve basic company financial data and expertly interpret trends and data using a rigourously analytical approach\",\r\nmodel=Claude(id=\"claude-3-5-sonnet-latest\"), ## swapped claude for gpt-4o\r\n## define the tools for the Agent's use\r\ntools=[YFinanceTools(stock_price=True, company_info=True, stock_fundamentals=True, analyst_recommendations=True)],\r\ninstructions=[\r\n\"Retrieve stock prices, analyst recommendations, and key summary financial data.\",\r\n\"Focus on company funamentals and trends, presenting the data in tables with key insights.\"\r\n],\r\nshow_tool_calls=True,\r\nmarkdown=True,\r\n)<\/pre>\n<p>\u7528\u6237\u53ef\u4ee5\u9009\u62e9\u6839\u636e\u5176\u72ec\u7279\u9700\u6c42\u6dfb\u52a0\u66f4\u591a\u667a\u80fd\u4f53\uff0c\u5305\u62ec\u53ef\u89c6\u5316\u667a\u80fd\u4f53\u548c\u5176\u4ed6\u683c\u5f0f<\/p>\n<h2>\u6784\u5efa\u60a8\u7684\u667a\u80fd\u4f53\u56e2\u961f<\/h2>\n<p>\u53ea\u9700\u51e0\u884c\u4ee3\u7801\uff0c\u6211\u4eec\u5c31\u53ef\u4ee5\u5efa\u7acb\u4e00\u4e2a\u5f3a\u5927\u7684\u591a\u667a\u80fd\u4f53\u7cfb\u7edf\uff0c\u8be5\u7cfb\u7edf\u5177\u6709\u7279\u5b9a\u7684\u89d2\u8272\uff0c\u53ef\u4ee5\u534f\u540c\u5206\u6790\u80a1\u7968\u3002<\/p>\n<p><code>agent_team<\/code>\u00a0\u5145\u5f53\u6307\u6325\uff0c\u9009\u62e9\u5408\u9002\u7684\u667a\u80fd\u4f53\u5de5\u4f5c\u6d41\u7a0b\uff0c\u5e76\u786e\u4fdd\u6bcf\u4e2a\u667a\u80fd\u4f53\u8d21\u732e\u5176\u89c1\u89e3\uff0c\u5e76\u4e14\u6700\u7ec8\u8f93\u51fa\u7ed3\u6784\u826f\u597d\u3001\u6570\u636e\u9a71\u52a8\u4e14\u6613\u4e8e\u7406\u89e3<\/p>\n<pre>agent_team = Agent(\r\nmodel=Claude(id=\"claude-3-5-sonnet-latest\"),\r\nteam=[sentiment_agent, basic_stock_agent], ## Add more Agents here if desired.\r\ninstructions=[\r\n\"Combine the expertise of all the agents part of your team to provide a cohesive, highly analytical and well-supported response\",\r\n\"Always include references and dates for all data points and sources. Your context is current as of [insert date here]\"\r\n\"Present data in structured tables for clarity, ensuring all conclusions are data-driven.\"\r\n\"Explain the methodlogy and always determine a BUY, SELL, or HOLD recommendation.\"\r\n],\r\nshow_tool_calls=True,\r\nmarkdown=True,\r\n)<\/pre>\n<p>&nbsp;<\/p>\n<h2>\u5f00\u59cb\u4e0e\u60a8\u7684\u667a\u80fd\u4f53\u56e2\u961f\u804a\u5929 \ud83e\udd16<\/h2>\n<p>\u60a8\u73b0\u5728\u53ef\u4ee5\u5f00\u59cb\u67e5\u8be2\u60a8\u7684\u667a\u80fd\u4f53\u56e2\u961f\u4e86\uff01\u4ee5\u4e0b\u662f\u793a\u4f8b\u63d0\u793a\u548c\u8f93\u51fa\u7684\u5916\u89c2\uff1a<\/p>\n<h3>\u793a\u4f8b\u63d0\u793a\uff1a<\/h3>\n<pre>agent_team.print_response(\r\n\"Perform a public comparable companies analysis for CALM Cal Maine Foods. Identify it's main competitors and market positioning. Assess each comp in a structrued table format\",\r\nstream=True\r\n)<\/pre>\n<p>&nbsp;<\/p>\n<h3>\u793a\u4f8b\u8f93\u51fa\uff1a<\/h3>\n<p>\uff08\u683c\u5f0f\u5316\u540e\u6570\u636e\uff09<\/p>\n<pre>### \u516c\u5171\u53ef\u6bd4\u516c\u53f8\u5206\u6790\uff1aCal-Maine Foods (CALM)\r\n\r\n\r\n#### **\u516c\u53f8\u6982\u89c8**\r\n\r\n| \u516c\u53f8\u540d\u79f0 | \u80a1\u7968\u4ee3\u7801 | \u5e02\u503c (\u7f8e\u5143) | \u4e3b\u8981\u4e1a\u52a1\u65b9\u5411 | \u9e21\u86cb\u751f\u4ea7\u91cd\u70b9 |\r\n| ---------------------- | ---------- | ------------- | ---------------- | -------------- |\r\n| Cal-Maine Foods | CALM | $4.96B | \u4e13\u6ce8\u4e8e\u9e21\u86cb\u751f\u4ea7 | \u6838\u5fc3\u4e1a\u52a1 |\r\n| Post Holdings | POST | $6.66B | \u5305\u88c5\u98df\u54c1 | \u6b21\u8981\u4e1a\u52a1 |\r\n| Tyson Foods | TSN | $20.65B | \u8089\u7c7b\u548c\u98df\u54c1\u4ea7\u54c1 | \u8fb9\u7f18\u4e1a\u52a1\u7ebf |\r\n| Vital Farms | VITL | $1.64B | \u653e\u517b\u9e21\u86cb | \u4e13\u6ce8\u7ec6\u5206\u5e02\u573a |\r\n| Seaboard Corporation | SEB | $2.34B | \u591a\u5143\u5316\u4f01\u4e1a\u96c6\u56e2 | \u8fb9\u7f18\u4e1a\u52a1\u7ebf |\r\n\r\n#### **\u8d22\u52a1\u6307\u6807\u5bf9\u6bd4**\r\n\r\n| \u6307\u6807 | CALM | POST | TSN | VITL | SEB |\r\n| ----------------------- | -------- | -------- | -------- | -------- | -------- |\r\n| \u5e02\u76c8\u7387 (P\/E Ratio) | 11.59 | 16.11 | 13.80 | 31.31 | N\/A |\r\n| \u6bcf\u80a1\u6536\u76ca (EPS) | $8.73 | $5.64 | $2.25 | $1.12 | -$5.30 |\r\n| \u6536\u5165\u589e\u957f\u7387 (\u540c\u6bd4) | 71.1% | \u6ce2\u52a8 | \u4e2d\u7b49 | \u9ad8 | \u6ce2\u52a8 |\r\n| \u6bdb\u5229\u7387 (Gross Margin) | 28.02% | 15-20% | 12-15% | 25-30% | \u6ce2\u52a8 |\r\n\r\n---\r\n\r\n### **Cal-Maine Foods \u7684\u7ade\u4e89\u5730\u4f4d**\r\n\r\n#### **\u72ec\u7279\u4f18\u52bf**\r\n\r\n1. \u9e21\u86cb\u751f\u4ea7\u5e02\u573a\u7684\u9886\u5bfc\u5730\u4f4d\r\n2. \u591a\u5143\u5316\u7684\u4ea7\u54c1\u7ec4\u5408\r\n3. \u5f3a\u5927\u7684\u533a\u57df\u5206\u9500\u7f51\u7edc\r\n4. \u4e13\u6ce8\u4e8e\u7279\u8272\u9e21\u86cb\u7ec6\u5206\u5e02\u573a\r\n5. \u7a33\u5065\u7684\u8d22\u52a1\u8868\u73b0\r\n\r\n#### **\u5173\u952e\u5dee\u5f02\u5316\u7279\u70b9**\r\n\r\n* **\u54c1\u724c** \uff1aEgg-Land's Best, Land O' Lakes, Farmhouse Eggs\r\n* **\u4ea7\u54c1\u8303\u56f4** \uff1a\u4f20\u7edf\u3001\u6709\u673a\u3001\u6563\u517b\u3001\u653e\u7267\u9e21\u86cb\r\n* **\u5730\u7406\u8986\u76d6** \uff1a\u897f\u5357\u3001\u4e1c\u5357\u3001\u4e2d\u897f\u90e8\u3001\u4e1c\u5317\u548c\u4e2d\u5927\u897f\u6d0b\u5730\u533a\r\n\r\n---\r\n\r\n### **\u5e02\u573a\u5efa\u8bae**\r\n\r\n#### **\u7efc\u5408\u8bc4\u4f30**\r\n\r\n* **Cal-Maine Foods** \u662f\u6700\u4e13\u6ce8\u4e8e\u9e21\u86cb\u751f\u4ea7\u7684\u516c\u53f8\r\n* \u4e0e\u591a\u5143\u5316\u7ade\u4e89\u5bf9\u624b\u76f8\u6bd4\uff0c\u8d22\u52a1\u6307\u6807\u8868\u73b0\u5f3a\u52b2\r\n* \u5728\u7279\u8272\u9e21\u86cb\u5e02\u573a\u7ec6\u5206\u4e2d\u6709\u6301\u7eed\u589e\u957f\u7684\u6f5c\u529b\r\n\r\n#### **\u6295\u8d44\u5efa\u8bae\uff1a** **\u5f3a\u70c8\u4e70\u5165**\r\n\r\n* \u7a33\u5065\u7684\u57fa\u672c\u9762\r\n* \u5e02\u573a\u9886\u5bfc\u5730\u4f4d\r\n* \u9002\u5e94\u6d88\u8d39\u8005\u8d8b\u52bf\u7684\u80fd\u529b\r\n* \u76f8\u8f83\u4e8e\u540c\u4e1a\u4f30\u503c\u5177\u6709\u5438\u5f15\u529b\r\n\r\n---\r\n\r\n**\u6ce8\u610f** \uff1a\u4ee5\u4e0a\u5206\u6790\u57fa\u4e8e\u5f53\u524d\u5e02\u573a\u6570\u636e\uff0c\u53ef\u80fd\u4f1a\u968f\u5e02\u573a\u53d8\u5316\u800c\u8c03\u6574\u3002\u5728\u505a\u51fa\u6295\u8d44\u51b3\u7b56\u4e4b\u524d\uff0c\u8bf7\u59cb\u7ec8\u8fdb\u884c\u4e2a\u4eba\u5c3d\u804c\u8c03\u67e5\u3002<\/pre>\n<p>\u5c31\u662f\u8fd9\u6837\u3002\u60a8\u6b63\u5728\u6784\u5efa\u60a8\u7684\u4e2a\u4eba\u80a1\u7968\u5206\u6790\u5e08\uff0c\u4ee5\u5e2e\u52a9\u60a8\u589e\u5f3a\u6295\u8d44\u6d41\u7a0b\u3002<\/p>\n<h2>\u771f\u5b9e\u4e16\u754c\u7684\u7ed3\u679c<\/h2>\n<p>\u5728\u5404\u79cd\u80a1\u7968\u4e0a\u6d4b\u8bd5\u8be5\u7cfb\u7edf\u5df2\u663e\u793a\u51fa\u53ef\u559c\u7684\u7ed3\u679c\uff1a<\/p>\n<ul>\n<li><strong>\u6210\u672c\u964d\u4f4e<\/strong>\uff1a\u901a\u8fc7\u81ea\u52a8\u6c47\u603b\u6570\u636e\uff0c\u53ef\u4ee5\u6d88\u9664\u5bf9\u591a\u4e2a\u91d1\u878d\u6570\u636e\u5e93\u8ba2\u9605\u7684\u9700\u6c42<\/li>\n<li><strong>\u7814\u7a76\u6548\u7387<\/strong>\uff1a\u51cf\u5c11\u80a1\u7968\u7814\u7a76\u65f6\u95f4\uff0c\u5e76\u4e14\u53ef\u4ee5\u540c\u65f6\u5904\u7406\u591a\u5bb6\u516c\u53f8\uff0c\u4ece\u800c\u5728\u4e0d\u589e\u52a0\u4eba\u5458\u7684\u60c5\u51b5\u4e0b\u6269\u5927\u8986\u76d6\u8303\u56f4<\/li>\n<li><strong>\u7ade\u4e89\u5206\u6790<\/strong>\uff1a\u5feb\u901f\u751f\u6210\u540c\u884c\u6bd4\u8f83\u548c\u884c\u4e1a\u5b9a\u4f4d<\/li>\n<li><strong>\u8d22\u52a1\u5206\u6790<\/strong>\uff1a\u51cf\u5c11\u5bf9\u521d\u7ea7\u5206\u6790\u5e08\u8fdb\u884c\u6570\u636e\u6536\u96c6\u7684\u4f9d\u8d56\uff0c\u4f7f\u4ed6\u4eec\u80fd\u591f\u4e13\u6ce8\u4e8e\u66f4\u9ad8\u4ef7\u503c\u7684\u5206\u6790<\/li>\n<li><strong>\u591a\u6a21\u578b\u652f\u6301<\/strong>\uff1a\u63d2\u5165 Claude\u3001GPT\u3001Groq\u3001HF \u6a21\u578b\u6216\u4efb\u4f55\u6700\u9002\u5408\u60a8\u9700\u6c42\u7684 LLM \u63d0\u4f9b\u5546<\/li>\n<\/ul>\n<h2>\u26a0\ufe0f \u5c40\u9650\u6027<\/h2>\n<p>\u867d\u7136\u529f\u80fd\u5f3a\u5927\uff0c\u4f46\u8be5\u7cfb\u7edf\u4ecd\u6709\u4e00\u4e9b\u5c40\u9650\u6027\uff1a<\/p>\n<ul>\n<li>\u5206\u6790\u8d85\u51fa LLM \u8bad\u7ec3\u622a\u6b62\u65e5\u671f\u7684\u6570\u636e\u7684\u80fd\u529b\u6709\u9650<\/li>\n<li>\u4f9d\u8d56\u5916\u90e8 API \u6570\u636e\u8d28\u91cf\u548c\u53ef\u7528\u6027<\/li>\n<li>\u4f7f\u7528\u5176\u4ed6\u5de5\u5177\u548c\u667a\u80fd\u4f53\u65f6\uff0c\u8ba1\u7b97\u6210\u672c\u8f83\u9ad8<\/li>\n<li>\u9700\u8981\u7cbe\u786e\u7684\u63d0\u793a\u5de5\u7a0b<\/li>\n<li>\u590d\u6742\u7684\u51b3\u7b56\u4ecd\u9700\u8981\u4eba\u5de5\u76d1\u7763<\/li>\n<\/ul>\n<h2>\ud83d\udee0\ufe0f 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