{"id":3980,"date":"2024-12-15T23:31:46","date_gmt":"2024-12-15T15:31:46","guid":{"rendered":"https:\/\/infernews.com\/?p=3980"},"modified":"2024-12-15T23:58:17","modified_gmt":"2024-12-15T15:58:17","slug":"ai-agent-a-z-%e8%8b%b1%e8%aa%9e%e8%a9%b3%e8%a7%a3","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/ai-agent-a-z-%e8%8b%b1%e8%aa%9e%e8%a9%b3%e8%a7%a3\/","title":{"rendered":"AI Agent A-Z \u82f1\u8a9e\u8a73\u89e3"},"content":{"rendered":"\n<p>\u4e00\u5834\u95dc\u65bc\u5efa\u69cb AI \u7814\u7a76\u4ee3\u7406\u7a0b\u5f0f\u7684\u7814\u8a0e\u6703\u3002\u4e3b\u8981\u76ee\u7684\u5728\u65bc\u4ecb\u7d39 AI \u4ee3\u7406\u7a0b\u5f0f\u7684\u57fa\u672c\u6982\u5ff5\uff0c\u4e26\u8b93\u53c3\u8207\u8005\u7372\u5f97\u7aef\u5230\u7aef\u69cb\u5efa\u4ee3\u7406\u7a0b\u5f0f\u7684\u5be6\u52d9\u7d93\u9a57\u3002\u8b1b\u8005\u9996\u5148\u89e3\u91cb\u4f55\u8b02 AI \u4ee3\u7406\u7a0b\u5f0f\uff0c\u4e26\u5c07\u5176\u8207\u5927\u578b\u8a9e\u8a00\u6a21\u578b (LLM) \u4e92\u52d5\u7684\u65b9\u6cd5\uff0c\u4f8b\u5982\u7c21\u55ae\u63d0\u793a\u548c\u6aa2\u7d22\u589e\u5f37\u751f\u6210 (RAG)\uff0c\u9032\u884c\u6bd4\u8f03\uff0c\u5f37\u8abf AI \u4ee3\u7406\u7a0b\u5f0f\u5728\u8655\u7406\u8907\u96dc\u4efb\u52d9\u548c\u500b\u6027\u5316\u56de\u61c9\u65b9\u9762\u7684\u512a\u52e2\u3002\u63a5\u8457\uff0c\u8b1b\u8005\u6df1\u5165\u63a2\u8a0e\u4e86 AI \u4ee3\u7406\u7a0b\u5f0f\u7684\u5e7e\u500b\u95dc\u9375\u7d44\u6210\u90e8\u5206\uff1a\u898f\u5283\u8207\u63a8\u7406 (\u5305\u542b Chain of Thought \u548c React \u7b49\u8a2d\u8a08\u6a21\u5f0f)\u3001\u8a18\u61b6\u9ad4 (\u77ed\u671f\u548c\u9577\u671f\u8a18\u61b6\u9ad4) \u548c\u5de5\u5177\u3002\u6700\u5f8c\uff0c\u7814\u8a0e\u6703\u7684\u5be6\u4f5c\u90e8\u5206\u5f15\u5c0e\u53c3\u8207\u8005\u5229\u7528 Langchain \u6846\u67b6\uff0c\u7d50\u5408 Fireworks \u6a21\u578b\u548c MongoDB\uff0c\u4e00\u6b65\u6b65\u5efa\u69cb\u4e00\u500b\u53ef\u4ee5\u63d0\u4f9b\u7814\u7a76\u5354\u52a9\u7684 AI \u4ee3\u7406\u7a0b\u5f0f\uff0c\u5176\u4e2d\u6db5\u84cb\u4e86\u5de5\u5177\u7684\u5efa\u7acb\u3001\u4ee3\u7406\u7a0b\u5f0f\u7684\u8a2d\u8a08\uff0c\u4ee5\u53ca\u8a18\u61b6\u9ad4\u7684\u6dfb\u52a0\u3002<\/p>\n\n\n<figure class=\"wp-block-embed-youtube wp-block-embed is-type-video is-provider-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"lyte-wrapper\" title=\"Build an AI Research Agent: Apoorva Joshi\" style=\"width:853px;max-width:100%;margin:5px auto;\"><div class=\"lyMe\" id=\"WYL_IRp7lvBlbHs\" itemprop=\"video\" itemscope itemtype=\"https:\/\/schema.org\/VideoObject\"><div><meta itemprop=\"thumbnailUrl\" content=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FIRp7lvBlbHs%2Fhqdefault.jpg\" \/><meta itemprop=\"embedURL\" content=\"https:\/\/www.youtube.com\/embed\/IRp7lvBlbHs\" \/><meta itemprop=\"duration\" content=\"PT27M33S\" \/><meta itemprop=\"uploadDate\" content=\"2024-10-25T21:45:20Z\" \/><\/div><div id=\"lyte_IRp7lvBlbHs\" data-src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FIRp7lvBlbHs%2Fhqdefault.jpg\" class=\"pL\"><div class=\"tC\"><div class=\"tT\" itemprop=\"name\">Build an AI Research Agent: Apoorva Joshi<\/div><\/div><div class=\"play\"><\/div><div class=\"ctrl\"><div class=\"Lctrl\"><\/div><div class=\"Rctrl\"><\/div><\/div><\/div><noscript><a href=\"https:\/\/youtu.be\/IRp7lvBlbHs\" rel=\"nofollow\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FIRp7lvBlbHs%2F0.jpg\" alt=\"Build an AI Research Agent: Apoorva Joshi\" width=\"853\" height=\"460\" \/><br \/>Watch this video on YouTube<\/a><\/noscript><meta itemprop=\"description\" content=\"In this 2 hour workshop, we will build an AI research agent that can search for research papers, summarize them, and answer questions on topics based on past research. We will use MongoDB as the agent&#039;s memory provider and knowledge store, open-source LLMs as the agent\u2019s \u201cbrain\u201d, and LangChain to orchestrate the end-to-end agentic workflow. Attendees will be provided with all the resources required to successfully execute the hands-on portions of the workshop, including a GitHub repository consisting of notebook templates with pseudocode. Attendees will replace the pseudocode with their own code during the workshop. For this workshop, attendees will need basic to intermediate knowledge of Python, and a laptop with the latest version of Python installed. The preferred environment for running the labs is Google Colab, but for those who would prefer a local setup, instructions can be found here: https:\/\/mongodb-developer.github.io\/ai-agents-lab\/docs\/dev-env\/dev-setup#local-setup Recorded live in San Francisco at the AI Engineer World&#039;s Fair. See the full schedule of talks at https:\/\/www.ai.engineer\/worldsfair\/2024\/schedule &amp; join us at the AI Engineer World&#039;s Fair in 2025! Get your tickets today at https:\/\/ai.engineer\/2025 About Apoorva Apoorva is a Data Scientist turned Developer Advocate, with 6 years of experience applying Machine Learning to problems in Cybersecurity, including phishing detection, malware protection, and entity behavior analytics. As an AI Developer Advocate at MongoDB, she now helps developers be successful at building AI applications via written content and workshops.\"><\/div><\/div><div class=\"lL\" style=\"max-width:100%;width:853px;margin:5px auto;\"><\/div><figcaption><\/figcaption><\/figure>","protected":false},"excerpt":{"rendered":"<p>\u4e00\u5834\u95dc\u65bc\u5efa\u69cb AI \u7814\u7a76\u4ee3\u7406\u7a0b\u5f0f\u7684\u7814\u8a0e\u6703\u3002\u4e3b\u8981\u76ee\u7684\u5728\u65bc\u4ecb\u7d39 AI \u4ee3\u7406\u7a0b\u5f0f\u7684\u57fa\u672c\u6982\u5ff5\uff0c\u4e26\u8b93\u53c3\u8207\u8005\u7372\u5f97\u7aef\u5230\u7aef\u69cb\u5efa\u4ee3\u7406\u7a0b\u5f0f\u7684\u5be6\u52d9\u7d93\u9a57\u3002\u8b1b\u8005\u9996\u5148\u89e3\u91cb\u4f55\u8b02 AI \u4ee3\u7406\u7a0b\u5f0f\uff0c\u4e26\u5c07\u5176\u8207\u5927\u578b\u8a9e\u8a00\u6a21\u578b (LLM) \u4e92\u52d5\u7684\u65b9\u6cd5\uff0c\u4f8b\u5982\u7c21\u55ae\u63d0\u793a\u548c\u6aa2\u7d22\u589e\u5f37\u751f\u6210 (RAG)\uff0c\u9032\u884c\u6bd4\u8f03\uff0c\u5f37\u8abf AI \u4ee3\u7406\u7a0b\u5f0f\u5728\u8655\u7406\u8907\u96dc\u4efb\u52d9\u548c\u500b\u6027\u5316\u56de\u61c9\u65b9\u9762\u7684\u512a\u52e2\u3002\u63a5\u8457\uff0c\u8b1b\u8005\u6df1\u5165\u63a2\u8a0e\u4e86 AI \u4ee3\u7406\u7a0b\u5f0f\u7684\u5e7e\u500b\u95dc\u9375\u7d44\u6210\u90e8\u5206\uff1a\u898f\u5283\u8207\u63a8\u7406 (\u5305\u542b Chain of Thought \u548c React \u7b49\u8a2d\u8a08\u6a21\u5f0f)\u3001\u8a18\u61b6\u9ad4 (\u77ed\u671f\u548c\u9577\u671f\u8a18\u61b6\u9ad4) \u548c\u5de5\u5177\u3002\u6700\u5f8c\uff0c\u7814\u8a0e\u6703\u7684\u5be6\u4f5c\u90e8\u5206\u5f15\u5c0e\u53c3\u8207\u8005\u5229\u7528 Langchain \u6846\u67b6\uff0c\u7d50\u5408 Fireworks \u6a21\u578b\u548c MongoDB\uff0c\u4e00\u6b65\u6b65\u5efa\u69cb\u4e00\u500b\u53ef\u4ee5\u63d0\u4f9b\u7814\u7a76\u5354\u52a9\u7684 AI \u4ee3\u7406\u7a0b\u5f0f\uff0c\u5176\u4e2d\u6db5\u84cb\u4e86\u5de5\u5177\u7684\u5efa\u7acb\u3001\u4ee3\u7406\u7a0b\u5f0f\u7684\u8a2d\u8a08\uff0c\u4ee5\u53ca\u8a18\u61b6\u9ad4\u7684\u6dfb\u52a0\u3002<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"googlesitekit_rrm_CAowvqSiDA:productID":"","footnotes":""},"categories":[116,27],"tags":[],"class_list":["post-3980","post","type-post","status-publish","format-standard","hentry","category-agent","category-paper"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/3980","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/comments?post=3980"}],"version-history":[{"count":0,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/3980\/revisions"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=3980"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=3980"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=3980"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}