{"id":4387,"date":"2025-12-17T19:43:31","date_gmt":"2025-12-17T19:43:31","guid":{"rendered":"https:\/\/www.web-ai-institute.com\/wp\/2025\/12\/17\/building-ai-agents-in-pure-python-beginner-course\/"},"modified":"2025-12-17T19:43:31","modified_gmt":"2025-12-17T19:43:31","slug":"building-ai-agents-in-pure-python-beginner-course","status":"publish","type":"post","link":"https:\/\/www.web-ai-institute.com\/wp\/2025\/12\/17\/building-ai-agents-in-pure-python-beginner-course\/","title":{"rendered":"Building AI Agents in Pure Python &#8211; Beginner Course"},"content":{"rendered":"<p><iframe loading=\"lazy\"  width=\"800\" height=\"400\" src=\"https:\/\/www.youtube.com\/embed\/bZzyPscbtI8\" frameborder=\"0\" allowfullscreen><\/iframe><br \/>\n<br \/>Want to start freelancing? Let me help: https:\/\/go.datalumina.com\/AnPJSFV<br \/>\nWant to learn real AI Engineering? Go here: https:\/\/go.datalumina.com\/nxqQtsA<\/p>\n<p>New to Python? Watch my FREE Python for AI Course:<br \/>\n<iframe loading=\"lazy\" title=\"Python for AI - Full Beginner Course\" width=\"640\" height=\"360\" src=\"https:\/\/www.youtube.com\/embed\/ygXn5nV5qFc?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe><\/p>\n<p>\ud83d\udcbc Need help with a project?<br \/>\nWork with me: https:\/\/go.datalumina.com\/TMGbUvO<\/p>\n<p>\ud83d\udd17 GitHub Repository<br \/>\nhttps:\/\/github.com\/daveebbelaar\/ai-cookbook\/tree\/main\/patterns\/workflows<\/p>\n<p>\ud83d\udd17 Other links<br \/>\nhttps:\/\/www.anthropic.com\/research\/building-effective-agents<br \/>\nhttps:\/\/platform.openai.com\/docs\/api-reference\/introduction<\/p>\n<p>\ud83d\udee0\ufe0f My VS Code \/ Cursor Setup<br \/>\n<iframe loading=\"lazy\" title=\"The Ultimate VS Code Setup for Data &amp; AI Projects\" width=\"640\" height=\"360\" src=\"https:\/\/www.youtube.com\/embed\/mpk4Q5feWaw?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe><\/p>\n<p>\u23f1\ufe0f Timestamps<br \/>\n0:00 Introduction<br \/>\n2:45 Basic API Call<br \/>\n5:10 Structured Output<br \/>\n8:00 Using Tools<br \/>\n18:31 Memory and Retrieval<br \/>\n24:35 Building an AI Calendar Agent<br \/>\n34:59 Prompt Chaining<br \/>\n37:56 Routing Requests<br \/>\n41:57 Parallelization<br \/>\n46:18 Deploying Your AI Application<\/p>\n<p>\ud83d\udccc Description<br \/>\nIn this tutorial, we\u2019ll cover everything you need to start building AI agents in pure Python. We\u2019ll start with the essential building blocks and then dive into workflow patterns for more reliable systems. To follow along, basic Python skills are recommended, along with familiarity with the OpenAI SDK and an API key. I highly recommend cloning the GitHub repository so you can work through the code step by step. Watch me go through it first, then try it yourself to reinforce your understanding. I move quickly to cover a lot in 45 minutes, but you can always pause, rewind, or ask ChatGPT for help.<\/p>\n<p>\ud83d\udc4b\ud83c\udffb About Me<br \/>\nHi! I&#8217;m Dave, AI Engineer and founder of Datalumina\u00ae. On this channel, I share practical tutorials that teach developers how to build production-ready AI systems that actually work in the real world. Beyond these tutorials, I also help people start successful freelancing careers. Check out the links above to learn more!<br \/>\n<br \/><a href=\"https:\/\/www.youtube.com\/watch?v=bZzyPscbtI8\">source<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Want to start freelancing? Let me help: https:\/\/go.datalumina.com\/AnPJSFV Want to learn real AI Engineering? Go here: https:\/\/go.datalumina.com\/nxqQtsA New to Python? Watch my FREE Python for AI Course: \ud83d\udcbc Need help with a project? Work with me: https:\/\/go.datalumina.com\/TMGbUvO \ud83d\udd17 GitHub Repository https:\/\/github.com\/daveebbelaar\/ai-cookbook\/tree\/main\/patterns\/workflows \ud83d\udd17 Other links https:\/\/www.anthropic.com\/research\/building-effective-agents https:\/\/platform.openai.com\/docs\/api-reference\/introduction \ud83d\udee0\ufe0f My VS Code \/ Cursor Setup \u23f1\ufe0f Timestamps&#8230;<\/p>\n","protected":false},"author":1,"featured_media":4388,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"pagelayer_contact_templates":[],"_pagelayer_content":"","footnotes":""},"categories":[317],"tags":[329,330,334,335,332,331,333],"class_list":["post-4387","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-python","tag-intro-to-python-for-ai","tag-introduction-to-python-for-ai","tag-python-ai-agent-framework","tag-python-ai-code-generator","tag-python-ai-libraries","tag-python-ai-library-tutorial","tag-python-ai-tutorial"],"_links":{"self":[{"href":"https:\/\/www.web-ai-institute.com\/wp\/wp-json\/wp\/v2\/posts\/4387","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.web-ai-institute.com\/wp\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.web-ai-institute.com\/wp\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.web-ai-institute.com\/wp\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.web-ai-institute.com\/wp\/wp-json\/wp\/v2\/comments?post=4387"}],"version-history":[{"count":0,"href":"https:\/\/www.web-ai-institute.com\/wp\/wp-json\/wp\/v2\/posts\/4387\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.web-ai-institute.com\/wp\/wp-json\/wp\/v2\/media\/4388"}],"wp:attachment":[{"href":"https:\/\/www.web-ai-institute.com\/wp\/wp-json\/wp\/v2\/media?parent=4387"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.web-ai-institute.com\/wp\/wp-json\/wp\/v2\/categories?post=4387"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.web-ai-institute.com\/wp\/wp-json\/wp\/v2\/tags?post=4387"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}