{"id":5869,"date":"2024-09-06T14:24:47","date_gmt":"2024-09-06T06:24:47","guid":{"rendered":"https:\/\/www.aisharenet.com\/?p=5869"},"modified":"2025-05-19T14:04:13","modified_gmt":"2025-05-19T06:04:13","slug":"phidata","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/pt\/phidata\/","title":{"rendered":"PhiData\uff1a\u6784\u5efa\u62e5\u6709\u8bb0\u5fc6\u3001\u77e5\u8bc6\u548c\u5de5\u5177\u7684AI\u667a\u80fd\u4f53"},"content":{"rendered":"<p>PhiData\u662f\u4e00\u4e2a\u4e13\u4e3a\u5f00\u53d1\u667a\u80fdAI\u52a9\u624b\u800c\u8bbe\u8ba1\u7684\u6846\u67b6\u3002\u5b83\u901a\u8fc7\u589e\u5f3a\u8bb0\u5fc6\u3001\u77e5\u8bc6\u6574\u5408\u548c\u5de5\u5177\u8c03\u7528\u80fd\u529b\uff0c\u4f7fAI\u52a9\u624b\u80fd\u591f\u8fdb\u884c\u957f\u671f\u5bf9\u8bdd\u3001\u63d0\u4f9b\u7cbe\u51c6\u7684\u4e1a\u52a1\u4e0a\u4e0b\u6587\uff0c\u5e76\u6267\u884c\u5404\u79cd\u64cd\u4f5c\u3002PhiData\u4e0d\u4ec5\u63d0\u5347\u4e86AI\u52a9\u624b\u7684\u667a\u80fd\u6c34\u5e73\uff0c\u8fd8\u6269\u5c55\u4e86\u5176\u5e94\u7528\u8303\u56f4\uff0c\u4f7f\u5176\u80fd\u591f\u66f4\u52a0\u7cbe\u51c6\u5730\u7406\u89e3\u548c\u54cd\u5e94\u7528\u6237\u9700\u6c42\u3002<\/p>\n<p>&nbsp;<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-5870\" title=\"PhiData\uff1a\u6784\u5efa\u62e5\u6709\u8bb0\u5fc6\u3001\u77e5\u8bc6\u548c\u5de5\u5177\u7684\u4eba\u5de5\u667a\u80fd\u52a9\u624b-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/7944d9bb067e0cc.png\" alt=\"PhiData\uff1a\u6784\u5efa\u62e5\u6709\u8bb0\u5fc6\u3001\u77e5\u8bc6\u548c\u5de5\u5177\u7684\u4eba\u5de5\u667a\u80fd\u52a9\u624b-1\" width=\"705\" height=\"418\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/7944d9bb067e0cc.png 2173w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/7944d9bb067e0cc-300x178.png 300w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/7944d9bb067e0cc-1024x607.png 1024w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/7944d9bb067e0cc-768x455.png 768w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/7944d9bb067e0cc-1536x910.png 1536w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/7944d9bb067e0cc-2048x1214.png 2048w\" sizes=\"auto, (max-width: 705px) 100vw, 705px\" \/><\/p>\n<p>&nbsp;<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-5871\" title=\"PhiData\uff1a\u6784\u5efa\u62e5\u6709\u8bb0\u5fc6\u3001\u77e5\u8bc6\u548c\u5de5\u5177\u7684\u4eba\u5de5\u667a\u80fd\u52a9\u624b-2\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/832a4297a67de7c.png\" alt=\"PhiData\uff1a\u6784\u5efa\u62e5\u6709\u8bb0\u5fc6\u3001\u77e5\u8bc6\u548c\u5de5\u5177\u7684\u4eba\u5de5\u667a\u80fd\u52a9\u624b-2\" width=\"704\" height=\"526\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/832a4297a67de7c.png 1182w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/832a4297a67de7c-300x224.png 300w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/832a4297a67de7c-1024x765.png 1024w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/832a4297a67de7c-768x574.png 768w\" sizes=\"auto, (max-width: 704px) 100vw, 704px\" \/><\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<h2>\u529f\u80fd\u5217\u8868<\/h2>\n<ul>\n<li>\u8bb0\u5fc6\uff1a\u5b58\u50a8\u804a\u5929\u5386\u53f2\uff0c\u7ef4\u6301\u957f\u671f\u5bf9\u8bdd<\/li>\n<li>\u77e5\u8bc6\uff1a\u901a\u8fc7\u5411\u91cf\u6570\u636e\u5e93\u5b58\u50a8\u4fe1\u606f\uff0c\u63d0\u4f9b\u4e1a\u52a1\u4e0a\u4e0b\u6587<\/li>\n<li>\u5de5\u5177\uff1a\u8c03\u7528API\u83b7\u53d6\u6570\u636e\u3001\u53d1\u9001\u7535\u5b50\u90ae\u4ef6\u3001\u6267\u884c\u6570\u636e\u5e93\u67e5\u8be2\u7b49<\/li>\n<li>\u6570\u636e\u5206\u6790\uff1a\u4f7f\u7528SQL\u3001DuckDb\u7b49\u5de5\u5177\u8fdb\u884c\u6570\u636e\u5206\u6790<\/li>\n<li>\u62a5\u544a\u751f\u6210\uff1a\u8fdb\u884c\u7814\u7a76\u5e76\u751f\u6210\u62a5\u544a<\/li>\n<li>\u95ee\u7b54\uff1a\u4ecePDF\u3001API\u7b49\u6765\u6e90\u56de\u7b54\u95ee\u9898<\/li>\n<li>\u6587\u7ae0\u548c\u89c6\u9891\u6458\u8981\uff1a\u603b\u7ed3\u6587\u7ae0\u548c\u89c6\u9891\u5185\u5bb9<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<h2>\u4f7f\u7528\u5e2e\u52a9<\/h2>\n<h3>\u5b89\u88c5Phidata<\/h3>\n<ol>\n<li>https:\/\/github.com\/phidatahq\/phidata<\/li>\n<li>\u786e\u4fdd\u4f60\u7684\u5f00\u53d1\u73af\u5883\u4e2d\u5df2\u7ecf\u5b89\u88c5\u4e86Python\u548cpip\u3002<\/li>\n<li>\u5728\u547d\u4ee4\u884c\u5de5\u5177\u4e2d\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4\u6765\u5b89\u88c5Phidata\uff1a\n<div class=\"code\" tabindex=\"-1\">\n<pre><code class=\"language-bash\">pip install -U phidata\r\n<\/code><\/pre>\n<\/div>\n<p>&nbsp;<\/li>\n<\/ol>\n<h3>\u73af\u5883\u914d\u7f6e<\/h3>\n<ol>\n<li>\u8bbe\u7f6e\u73af\u5883\u53d8\u91cf\uff0c\u4f8b\u5982\u4f7f\u7528OpenAI\u7684API\u65f6\u9700\u8981\u8bbe\u7f6e<code>OPENAI_API_KEY<\/code>\uff1a\n<div class=\"code\" tabindex=\"-1\">\n<pre><code class=\"language-bash\"><span class=\"hljs-built_in\">export<\/span> OPENAI_API_KEY=sk-xxxx\r\n<\/code><\/pre>\n<\/div>\n<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<h3>\u5feb\u901f\u5165\u95e8<\/h3>\n<h4>\u521b\u5efa\u4e00\u4e2a\u80fd\u591f\u4f7f\u7528DuckDuckGo\u8fdb\u884c\u7f51\u7edc\u641c\u7d22\u7684AI\u52a9\u624b<\/h4>\n<ol>\n<li>\u521b\u5efa\u6587\u4ef6<code>assistant.py<\/code>\uff1a\n<div class=\"code\" tabindex=\"-1\">\n<pre><code class=\"language-python\"><span class=\"hljs-keyword\">from<\/span> phi.assistant <span class=\"hljs-keyword\">import<\/span> Assistant\r\n<span class=\"hljs-keyword\">from<\/span> phi.tools.duckduckgo <span class=\"hljs-keyword\">import<\/span> DuckDuckGo\r\n\r\nassistant = Assistant(tools=[DuckDuckGo()], show_tool_calls=<span class=\"hljs-literal\">True<\/span>)\r\nassistant.print_response(<span class=\"hljs-string\">\"What's happening in France?\"<\/span>, markdown=<span class=\"hljs-literal\">True<\/span>)\r\n<\/code><\/pre>\n<\/div>\n<\/li>\n<li>\u5b89\u88c5\u5e93\u5e76\u8fd0\u884cAssistant\uff1a\n<div class=\"code\" tabindex=\"-1\">\n<pre><code class=\"language-bash\">pip install openai duckduckgo-search\r\npython assistant.py\r\n<\/code><\/pre>\n<\/div>\n<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<h4>\u521b\u5efa\u4e00\u4e2a\u53ef\u4ee5\u67e5\u8be2\u8d22\u52a1\u6570\u636e\u7684\u52a9\u624b<\/h4>\n<ol>\n<li>\u521b\u5efa\u6587\u4ef6<code>finance_assistant.py<\/code>\uff1a\n<div class=\"code\" tabindex=\"-1\">\n<pre><code class=\"language-python\"><span class=\"hljs-keyword\">from<\/span> phi.assistant <span class=\"hljs-keyword\">import<\/span> Assistant\r\n<span class=\"hljs-keyword\">from<\/span> phi.llm.openai <span class=\"hljs-keyword\">import<\/span> OpenAIChat\r\n<span class=\"hljs-keyword\">from<\/span> phi.tools.yfinance <span class=\"hljs-keyword\">import<\/span> YFinanceTools\r\n\r\nassistant = Assistant(\r\n    llm=OpenAIChat(model=<span class=\"hljs-string\">\"gpt-4o\"<\/span>),\r\n    tools=[YFinanceTools(stock_price=<span class=\"hljs-literal\">True<\/span>, analyst_recommendations=<span class=\"hljs-literal\">True<\/span>, company_info=<span class=\"hljs-literal\">True<\/span>, company_news=<span class=\"hljs-literal\">True<\/span>)],\r\n    show_tool_calls=<span class=\"hljs-literal\">True<\/span>,\r\n    markdown=<span class=\"hljs-literal\">True<\/span>,\r\n)\r\nassistant.print_response(<span class=\"hljs-string\">\"What is the stock price of NVDA\"<\/span>)\r\nassistant.print_response(<span class=\"hljs-string\">\"Write a comparison between NVDA and AMD, use all tools available.\"<\/span>)\r\n<\/code><\/pre>\n<\/div>\n<\/li>\n<li>\u5b89\u88c5\u5e93\u5e76\u8fd0\u884cAssistant\uff1a\n<div class=\"code\" tabindex=\"-1\">\n<pre><code class=\"language-bash\">pip install yfinance\r\npython finance_assistant.py\r\n<\/code><\/pre>\n<\/div>\n<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<h3>\u9ad8\u7ea7\u5e94\u7528<\/h3>\n<p>PhiData\u4e0d\u4ec5\u9002\u7528\u4e8e\u6784\u5efa\u57fa\u7840\u7684AI\u52a9\u624b\uff0c\u8fd8\u62e5\u6709\u4e00\u7cfb\u5217\u9ad8\u7ea7\u529f\u80fd\uff0c\u5305\u62ec\u6570\u636e\u6a21\u578b\u751f\u6210\u3001SQL\u6570\u636e\u5206\u6790\u3001\u4ee5\u53caPython\u4ee3\u7801\u6267\u884c\u7b49\u3002\u4ee5\u4e0b\u662f\u4e00\u4e9b\u9ad8\u7ea7\u529f\u80fd\u7684\u793a\u4f8b\uff1a<\/p>\n<h4>\u7f16\u5199\u548c\u8fd0\u884cPython\u4ee3\u7801\u7684\u52a9\u624b<\/h4>\n<ol>\n<li>\u521b\u5efa\u6587\u4ef6<code>python_assistant.py<\/code>\uff1a\n<div class=\"code\" tabindex=\"-1\">\n<pre><code class=\"language-python\"><span class=\"hljs-keyword\">from<\/span> phi.assistant.python <span class=\"hljs-keyword\">import<\/span> PythonAssistant\r\n\r\nassistant = PythonAssistant()\r\nassistant.print_response(<span class=\"hljs-string\">\"Write a Python script to calculate the Fibonacci sequence.\"<\/span>)\r\n<\/code><\/pre>\n<\/div>\n<\/li>\n<li>\u5b89\u88c5\u5e93\u5e76\u8fd0\u884cAssistant\uff1a\n<div class=\"code\" tabindex=\"-1\">\n<pre><code class=\"language-bash\">pip install openai\r\npython python_assistant.py\r\n<\/code><\/pre>\n<\/div>\n<\/li>\n<\/ol>\n<p>\u901a\u8fc7\u4e0a\u8ff0\u6b65\u9aa4\uff0c\u4f60\u53ef\u4ee5\u5feb\u901f\u4e0a\u624b\u5e76\u6784\u5efa\u81ea\u5df1\u7684\u667a\u80fdAI\u52a9\u624b\uff0c\u5145\u5206\u5229\u7528PhiData\u7684\u5f3a\u5927\u529f\u80fd\u3002<\/p>\n<p>&nbsp;<\/p>\n<h3>\u4e3a\u4ec0\u4e48\u9009\u62e9phidata<\/h3>\n<p>&nbsp;<\/p>\n<p><strong>\u95ee\u9898\uff1a<\/strong>LLM\u7684\u80cc\u666f\u6709\u9650\uff0c\u65e0\u6cd5\u91c7\u53d6\u884c\u52a8\u3002<br \/>\n<strong>\u89e3\u51b3\u65b9\u6848\uff1a<\/strong>\u6dfb\u52a0\u8bb0\u5fc6\u3001\u77e5\u8bc6\u548c\u5de5\u5177\u3002<\/p>\n<p><strong>\u8bb0\u5fc6\uff1a<\/strong>\u901a\u8fc7\u5c06<strong>\u804a\u5929\u5386\u53f2\u8bb0\u5f55<\/strong>\u5b58\u50a8\u5728\u6570\u636e\u5e93\u4e2d\uff0c\u4f7fLLM\u80fd\u591f\u8fdb\u884c\u957f\u671f\u5bf9\u8bdd\u3002<br \/>\n<strong>\u77e5\u8bc6\uff1a<\/strong>\u901a\u8fc7\u5c06\u4fe1\u606f\u5b58\u50a8\u5728\u5411\u91cf\u6570\u636e\u5e93\u4e2d\uff0c\u4e3aLLM\u63d0\u4f9b<strong>\u4e1a\u52a1\u80cc\u666f\u3002<\/strong><br \/>\n<strong>\u5de5\u5177\uff1a<\/strong>\u4f7fLLM\u80fd\u591f\u91c7\u53d6\u4ece API \u63d0\u53d6\u6570\u636e\u3001\u53d1\u9001\u7535\u5b50\u90ae\u4ef6\u6216\u67e5\u8be2\u6570\u636e\u5e93\u7b49<strong>\u64cd\u4f5c<\/strong>\u3002<\/p>\n<p>\u8bb0\u5fc6\u548c\u77e5\u8bc6\u4f7f\u6cd5\u5b66\u7855\u58eb<strong>\u66f4\u52a0\u806a\u660e\uff0c<\/strong>\u800c\u5de5\u5177\u4f7f\u4ed6\u4eec<strong>\u5177\u6709\u81ea\u4e3b\u6027<\/strong>\u3002<\/p>\n<p>&nbsp;<\/p>\n<h3>\u600e\u4e48\u8fd0\u884c\u7684<\/h3>\n<p><strong>\u7b2c 1 \u6b65\uff1a<\/strong>\u521b\u5efa\u4e00\u4e2a`Assistant`<br \/>\n<strong>\u6b65\u9aa42\uff1a<\/strong>\u6dfb\u52a0\u5de5\u5177\uff08\u529f\u80fd\uff09\u3001\u77e5\u8bc6\uff08vectordb\uff09\u548c\u5b58\u50a8\uff08\u6570\u636e\u5e93\uff09<br \/>\n<strong>\u7b2c 3 \u6b65\uff1a<\/strong>\u4f7f\u7528 Streamlit\u3001FastApi \u6216 Django \u6784\u5efa\u60a8\u7684 AI \u5e94\u7528\u7a0b\u5e8f<\/p>\n<p>&nbsp;<\/p>\n<h3>\u4f8b\u5b50<\/h3>\n<p>1.\u521b\u5efa\u865a\u62df\u73af\u5883<\/p>\n<p>\u6253\u5f00`Terminal`\u5e76\u521b\u5efa\u4e00\u4e2apython\u865a\u62df\u73af\u5883\u3002<\/p>\n<blockquote><p>python3 -m venv ~\/.venvs\/aienv<br \/>\nsource ~\/.venvs\/aienv\/bin\/activate<\/p><\/blockquote>\n<p>2.\u5b89\u88c5phidata<\/p>\n<blockquote><p>pip install -U phidata<\/p><\/blockquote>\n<p>3.\u521b\u5efa\u52a9\u7406<\/p>\n<p>`assistant.py`\u4f7f\u7528\u53ef\u4ee5\u4f7f\u7528 DuckDuckGo \u641c\u7d22\u7f51\u7edc\u7684\u52a9\u624b\u521b\u5efa\u4e00\u4e2a\u6587\u4ef6\u3002<\/p>\n<blockquote><p>from phi.assistant import Assistant<br \/>\nfrom phi.tools.duckduckgo import DuckDuckGo<\/p>\n<p>assistant = Assistant(tools=[DuckDuckGo()], show_tool_calls=True)<br \/>\nassistant.print_response(&#8220;Whats happening in France?&#8221;, markdown=True)<\/p><\/blockquote>\n<p>4.\u8fd0\u884c\u52a9\u624b<\/p>\n<p>\u9ed8\u8ba4\u60c5\u51b5\u4e0b\u4f7f\u7528\u52a9\u624b`OpenAI`\u3002\u8bbe\u7f6e\u4f60\u7684`OPENAI_API_KEY`\uff08\u4f60\u53ef\u4ee5\u4ece[<a href=\"https:\/\/platform.openai.com\/account\/api-keys\">\u8fd9\u91cc<\/a>]\u5f97\u5230\u4e00\u4e2a\uff09\u3002<\/p>\n<blockquote><p>export OPENAI_API_KEY=sk-***<\/p><\/blockquote>\n<p>\u5b89\u88c5`openai`\uff06`duckduckgo`<\/p>\n<blockquote><p>pip install openai duckduckgo-search<\/p><\/blockquote>\n<p>\u8fd0\u884c\u52a9\u624b<\/p>\n<blockquote><p>python assistant.py<\/p><\/blockquote>\n<p>&nbsp;<\/p>\n<h3>\u6f14\u793a<\/h3>\n<p>\u67e5\u770b\u4ee5\u4e0b\u4f7f\u7528 phidata \u6784\u5efa\u7684 AI \u5e94\u7528\u7a0b\u5e8f\uff1a<\/p>\n<p>[<a href=\"https:\/\/pdf.aidev.run\/\">PDF AI<\/a>]\u603b\u7ed3\u5e76\u56de\u7b54 PDF \u4e2d\u7684\u95ee\u9898\u3002<br \/>\n[<a href=\"https:\/\/arxiv.aidev.run\/\">ArXiv AI<\/a>]\u4f7f\u7528 ArXiv API \u56de\u7b54\u6709\u5173 ArXiv \u8bba\u6587\u7684\u95ee\u9898\u3002<br \/>\n[<a href=\"https:\/\/hn.aidev.run\/\">HackerNews AI<\/a>]\u603b\u7ed3\u6545\u4e8b\u3001\u7528\u6237\u5e76\u5206\u4eab HackerNews \u7684\u6700\u65b0\u52a8\u6001\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>PhiData\u662f\u4e00\u4e2a\u4e13\u4e3a\u5f00\u53d1\u667a\u80fdAI\u52a9\u624b\u800c\u8bbe\u8ba1\u7684\u6846\u67b6\u3002\u5b83\u901a\u8fc7\u589e\u5f3a\u8bb0\u5fc6\u3001\u77e5\u8bc6\u6574\u5408\u548c\u5de5\u5177\u8c03\u7528\u80fd\u529b\uff0c\u4f7fAI\u52a9\u624b\u80fd\u591f\u8fdb\u884c\u957f\u671f\u5bf9\u8bdd\u3001\u63d0\u4f9b\u7cbe\u51c6\u7684\u4e1a\u52a1\u4e0a\u4e0b\u6587\uff0c\u5e76\u6267\u884c\u5404\u79cd\u64cd\u4f5c\u3002PhiData\u4e0d\u4ec5\u63d0\u5347\u4e86AI\u52a9\u624b\u7684\u667a\u80fd\u6c34\u5e73\uff0c\u8fd8\u6269\u5c55\u4e86\u5176\u5e94\u7528\u8303\u56f4\uff0c\u4f7f\u5176\u80fd\u591f\u66f4\u52a0\u7cbe\u51c6&#8230;<\/p>\n","protected":false},"author":1,"featured_media":31481,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[425,476,478],"tags":[230,386],"class_list":["post-5869","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-professional","category-agent-development","category-memory-system","tag-aikaiyuanxiangmu","tag-zhinengtiyingyong"],"_links":{"self":[{"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/posts\/5869","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/comments?post=5869"}],"version-history":[{"count":0,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/posts\/5869\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/media\/31481"}],"wp:attachment":[{"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/media?parent=5869"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/categories?post=5869"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/tags?post=5869"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}