{"id":38622,"date":"2024-11-26T22:01:01","date_gmt":"2024-11-27T02:01:01","guid":{"rendered":""},"modified":"2024-11-26T22:01:01","modified_gmt":"2024-11-27T02:01:01","slug":"script-coding-ollama-course-ndash-build-ai-apps-locally","status":"publish","type":"post","link":"https:\/\/ericbrooks.com\/whuzzup\/script-coding-ollama-course-ndash-build-ai-apps-locally\/","title":{"rendered":"[#Script #Coding] Ollama Course &ndash; Build AI Apps Locally"},"content":{"rendered":"<div align=\"center\" style=\"padding: 2%;\"><iframe loading=\"lazy\" title=\"Ollama Course \u2013 Build AI Apps Locally\" width=\"640\" height=\"360\" src=\"https:\/\/www.youtube.com\/embed\/GWB9ApTPTv4?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><\/div>\n<blockquote style=\"text-align: left; background-color: #E4E4E4; border: 3px dotted gray; padding:2%;\"><p>\n<a href=\"https:\/\/www.youtube.com\/watch?v=GWB9ApTPTv4\" target=\"offsite\" rel=\"nofollow noopener noreferrer\"><\/p>\n<h3>Ollama Course &ndash; Build AI Apps Locally<\/h3>\n<p><\/a><\/p>\n<p>By <a href=\"https:\/\/www.youtube.com\/channel\/UC8butISFwT-Wl7EV0hUK0BQ\" target=\"offsite\" rel=\"nofollow noopener noreferrer\"><strong>freeCodeCamp.org<\/strong><\/a><br \/><strong>Published<\/strong>: Nov 26, 2024<\/p>\n<p><em style=\"font-family: 'Times New Roman',Times,serif; color: #666;\"><span style=\"font-size: 3.5em; font-weight: bold;\">&#0147;<\/span><\/em><br \/>\n<a href=\"https:\/\/www.youtube.com\/watch?v=GWB9ApTPTv4\" target=\"offsite\" rel=\"nofollow noopener noreferrer\"><img decoding=\"async\" src=\"https:\/\/i4.ytimg.com\/vi\/GWB9ApTPTv4\/hqdefault.jpg\" class=\"alignright\" align=\"right\" alt=\"freeCodeCamp.org\" style=\"width: 200px; height: auto;\" \/><\/a> Learn how to set up and use Ollama to build powerful AI applications locally. This hands-on course covers pulling and customizing models, REST APIs, Python integrations, and real-world projects like a Grocery List Organizer, RAG System, and an AI Recruiter Agency. Perfect for developers and AI enthusiasts ready to bring their ideas to life with local LLMs. Don&rsquo;t miss the exclusive BONUS project at the end!<\/p>\n<p>???? Code: https:\/\/github.com\/pdichone\/ollama-fundamentals <\/p>\n<p>???? Ollama Starter Pack  (code templates, cheat sheet, prompt guide, and more): https:\/\/bit.ly\/ai-starter-pack<\/p>\n<p>Course developed by @vincibits <br \/>\nKeep in touch: https:\/\/www.vincibits.com\/welcome <\/p>\n<p>?? Contents ??<br \/>\n?? (0:00:00) Intro<br \/>\n?? (0:02:00) What Is this course about?<br \/>\n?? (0:03:49) Course Prerequisites<br \/>\n?? (0:05:28) Development Environment Setup<br \/>\n?? (0:06:43) Ollama Deep Dive<br \/>\n?? (0:13:08) Ollama Key Features<br \/>\n?? (0:17:09) Ollama Setup<br \/>\n?? (0:18:03) Download Ollama Locally<br \/>\n?? (0:26:18) Ollama Models &#8211; How to Pull Different Ollama Models Locally<br \/>\n?? (0:33:41) LLM Parameters Deep Dive<br \/>\n?? (0:39:39) Understanding Model Benchmarks<br \/>\n?? (0:42:56) Ollama Basic CLI Commands &#8211; Pull and Testing Models<br \/>\n?? (0:47:09) Pull in the Llava Multimodal MOdel and Captioning an Image &#8211; Hands-on<br \/>\n?? (0:52:13) Summarize and Sentiment Analysis and Customizing Models with the Modelfile<br \/>\n?? (1:00:02) Ollama REST API<br \/>\n?? (1:04:39) Ollama REST API &#8211; Request JSON<br \/>\n?? (1:07:59) Ollama Models Support Different Tasks &#8211; Summary<br \/>\n?? (1:08:40) Different Ways to Interact with Ollama Models &#8211; Overview<br \/>\n?? (1:10:42) Ollama Model Running Under Msty App &#8211; Frontend Tool &#8211; RAG Hands-on<br \/>\n?? (1:21:46) Introduction to Python Library for Building LLM Applications Locally<br \/>\n?? (1:24:14) Interact with Llama3 in Python using Ollama REST API<br \/>\n?? (1:29:29) Ollama Python Library Chatting with our Model<br \/>\n?? (1:35:42) Chat Example with Streaming<br \/>\n?? (1:37:15) Using Ollama Show Function<br \/>\n?? (1:39:15) Create a Custom Model in Code<br \/>\n?? (1:43:05) Build a Real-world Use case Application &#8211; Introduction<br \/>\n?? (1:43:29) Build a LLM App &#8211; Grocery List Organizer<br \/>\n?? (1:51:46) Building RAG Systems with Ollama &#8211; Overview of RAG Systems and Langchain Crash Course<br \/>\n?? (1:59:24) Deep Dive into Vectorstore and Embeddings &#8211; the Whole Picture &#8211; Crash Course<br \/>\n?? (2:05:33) Overview of Our PDF RAG System We will be Building<br \/>\n?? (2:07:29) Set up our RAG System &#8211; Document Ingestion and Vector DB Creation and Embeddings<br \/>\n?? (2:15:56) RAG System &#8211; Retrieval and Querying &#8211; Final<br \/>\n?? (2:24:27) RAG System &#8211; Cleaner Code (Code Refactoring)<br \/>\n?? (2:26:26) RAG System &#8211; Streamlit Version<br \/>\n?? (2:28:00) BONUS for YOU!<br \/>\n?? (2:28:33) Introduction to the Next Application &#8211; AI Recruiter Agency<br \/>\n?? (2:29:18) Building the AI Recruiter Agency<br \/>\n?? (2:56:13) Outro &#8211; Final Thoughts and Your Bonus &#8211; Thank you!<\/p>\n<p>???? Thanks to our Champion and Sponsor supporters:<br \/>\n???? Drake Milly<br \/>\n???? Ulises Moralez<br \/>\n???? Goddard Tan<br \/>\n???? David MG<br \/>\n???? Matthew Springman<br \/>\n???? Claudio<br \/>\n???? Oscar R.<br \/>\n???? jedi-or-sith<br \/>\n???? Nattira Maneerat<br \/>\n???? Justin Hual<\/p>\n<p>&#8212;<\/p>\n<p>Learn to code for free and get a developer job: https:\/\/www.freecodecamp.org<\/p>\n<p>Read hundreds of articles on programming: https:\/\/freecodecamp.org\/news<\/p>\n<div style=\"text-align: center; font-weight: bold\">[<a href=\"https:\/\/www.youtube.com\/watch?v=GWB9ApTPTv4\" target=\"offsite\" rel=\"nofollow noopener noreferrer\" title=\"Read More on YouTube\">READ MORE<\/a>]<\/div>\n<p><em style=\"font-family: 'Times New Roman',Times,serif; color: #666;\"><span style=\"font-size: 3.5em; font-weight: bold;\">&#0148;<\/span><\/em><\/p><\/blockquote>\n","protected":false},"excerpt":{"rendered":"<p>Learn how to set up and use Ollama to build powerful AI applications locally. This hands-on course covers pulling and customizing models, REST APIs, P&#8230;<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[380],"tags":[],"class_list":["post-38622","post","type-post","status-publish","format-standard","hentry","category-video-tutorials"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>[#Script #Coding] Ollama Course &ndash; Build AI Apps Locally - WHUZZUP!<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/ericbrooks.com\/whuzzup\/script-coding-ollama-course-ndash-build-ai-apps-locally\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"[#Script #Coding] Ollama Course &ndash; Build AI Apps Locally - WHUZZUP!\" \/>\n<meta property=\"og:description\" content=\"Learn how to set up and use Ollama to build powerful AI applications locally. 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Graphic Designer, Blogger, Musician, Evil Clown. I also code websites and promote people for a living. Still kind of a jerk, though. 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