{"id":12848,"date":"2026-08-10T10:51:06","date_gmt":"2026-08-10T10:51:06","guid":{"rendered":"https:\/\/nokobox.com\/index.php\/item\/udemy-building-a-simple-data-analyst-ai-agent-with-llama-and-flask-2025-4\/"},"modified":"2026-08-10T10:51:06","modified_gmt":"2026-08-10T10:51:06","slug":"udemy-building-a-simple-data-analyst-ai-agent-with-llama-and-flask-2025-4","status":"publish","type":"digital_item","link":"https:\/\/nokobox.com\/index.php\/item\/udemy-building-a-simple-data-analyst-ai-agent-with-llama-and-flask-2025-4\/","title":{"rendered":"Udemy \u2013 Building a Simple Data Analyst AI Agent with Llama and Flask 2025-4"},"content":{"rendered":"<div class=\"w-post-elm post_content\">\n<h2 dir=\"ltr\" style=\"text-align: left\"><span dir=\"auto\" style=\"vertical-align: inherit\">Description<\/span><\/h2>\n<p dir=\"ltr\" style=\"text-align: left\"><span dir=\"auto\" style=\"vertical-align: inherit\">Building a Simple Data Analyst AI Agent with Llama and Flask. This hands-on course teaches you how to build a simple data analyst AI agent using the open-source Llama language model and the Flask framework. Without the need for expensive APIs or advanced programming knowledge, participants will learn how to run the Llama model locally and create a lightweight application with Flask. The application will be able to answer user questions based on data stored in a Postgres database, providing functionality similar to a simple retrieval-based production system. The course begins by teaching the principles of prompt engineering and covers basic techniques such as in-text learning, thought chains, and thought trees. Next, learners will set up a Flask server, connect it to a Postgres database, and create an endpoint that receives and processes user queries and returns AI-generated answers from the database data. This course provides a direct and practical path to applying large language models to small, real-world projects, and builds a solid foundation in prompt engineering and AI application development by teaching you how to build a working prototype.<\/span><\/p>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span dir=\"auto\" style=\"vertical-align: inherit\">What you will learn<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\">\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Understand and apply core prompt engineering techniques such as In-Context Learning (ICL), Chain of Thought (CoT), and Tree of Thought (ToT).<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Set up and run an open source Large Language Model (LLM) (Llama) locally without the need for paid APIs.<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Build a simple AI-powered Flask application that connects to a Postgres SQL database.<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Design prompts that allow the AI \u200b\u200bagent to understand the user\u2019s questions and retrieve accurate answers from structured data.<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Develop a basic understanding of connecting natural language processing to SQL databases through APIs.<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span dir=\"auto\" style=\"vertical-align: inherit\">This course is suitable for people who:<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\">\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Beginners curious about artificial intelligence (AI), prompt engineering, and lightweight AI applications.<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Data analysts who want to explore AI-enhanced workflows.<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Developers interested in experimenting with Recovery-Based Manufacturing (RAG) principles.<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Data engineers.<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Anyone who wants a practical, quick, and clear introduction to using Large Language Models (LLMs) in real-world mini-projects.<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Beginner to intermediate learners curious about Prompt Engineering, LLMs, and AI Agents.<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Data analysts and Python developers who want to enhance their skills with AI tools.<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Tech enthusiasts who want to build a real-world project combining AI, databases, and web APIs.<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Anyone interested in building their first simple application in the Recovery-Based Generation (RAG-style) style.<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span dir=\"auto\" style=\"vertical-align: inherit\">Course details<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\">\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Publisher: &nbsp; <\/span><a href=\"https:\/\/href.li\/?https:\/\/www.udemy.com\/course\/building-a-simple-data-analyst-ai-agent-with-llama-and-flask\/?couponCode=KEEPLEARNING\" target=\"_blank\" rel=\"noopener\"><span dir=\"auto\" style=\"vertical-align: inherit\">Udemy<\/span><\/a><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Instructor: <\/span><a href=\"https:\/\/downloadlynet.ir\/tag\/kiril-spiridonov\/\"><span dir=\"auto\" style=\"vertical-align: inherit\">Kiril Spiridonov<\/span><\/a><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Training level: Beginner to advanced<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Training duration: 2 hours and 47 minutes<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Number of lessons: 23<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span dir=\"auto\" style=\"vertical-align: inherit\">Course topics<\/span><\/h3>\n<h3 dir=\"ltr\" style=\"text-align: left\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-1014765 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2025\/10\/Building-a-Simple-Data-Analyst-AI-Agent-with-Llama-and-Flask-1.png\" alt=\"Building a Simple Data Analyst AI Agent with Llama and Flask\" width=\"885\" height=\"331\"><\/h3>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span dir=\"auto\" style=\"vertical-align: inherit\">Prerequisites for the Building a Simple Data Analyst AI Agent with Llama and Flask course<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\">\n<li dir=\"ltr\" style=\"text-align: left\"><span dir=\"auto\" style=\"vertical-align: inherit\">Basic understanding of what a database is.<\/span><\/li>\n<li dir=\"ltr\" style=\"text-align: left\"><span dir=\"auto\" style=\"vertical-align: inherit\">Python and SQL experience are helpful but not required \u2014 all key concepts are explained clearly during the course.<\/span><\/li>\n<li dir=\"ltr\" style=\"text-align: left\"><span dir=\"auto\" style=\"vertical-align: inherit\">Access to a computer where you can install Python packages and run Docker containers.<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span dir=\"auto\" style=\"vertical-align: inherit\">Course images<\/span><\/h3>\n<h3 dir=\"ltr\" style=\"text-align: left\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-1014766 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2025\/10\/Building-a-Simple-Data-Analyst-AI-Agent-with-Llama-and-Flask.png\" alt=\"Building a Simple Data Analyst AI Agent with Llama and Flask\" width=\"846\" height=\"333\"><\/h3>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span dir=\"auto\" style=\"vertical-align: inherit\">Sample course video<\/span><\/h3>\n<div style=\"width: 640px;\" class=\"wp-video\"><span class=\"mejs-offscreen\">Video Player<\/span><\/p>\n<div id=\"mep_0\" class=\"mejs-container mejs-container-keyboard-inactive wp-video-shortcode mejs-video\" tabindex=\"0\" role=\"application\" aria-label=\"Video Player\" style=\"width: 640px; height: 360px; min-width: 217px;\">\n<div class=\"mejs-inner\">\n<div class=\"mejs-mediaelement\"><mediaelementwrapper id=\"video-181554-1\"><video class=\"wp-video-shortcode\" id=\"video-181554-1_html5\" width=\"640\" height=\"360\" preload=\"metadata\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Building_a_Simple_Data_Analyst_AI_Agent_with_Llama_and_Flask_Downloadly.ir.mp4?_=1\" style=\"width: 640px; height: 360px;\"><source type=\"video\/mp4\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Building_a_Simple_Data_Analyst_AI_Agent_with_Llama_and_Flask_Downloadly.ir.mp4?_=1\"><a href=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Building_a_Simple_Data_Analyst_AI_Agent_with_Llama_and_Flask_Downloadly.ir.mp4?nocache=1786173875496\">https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Building_a_Simple_Data_Analyst_AI_Agent_with_Llama_and_Flask_Downloadly.ir.mp4<\/a><\/video><\/mediaelementwrapper><\/div>\n<div class=\"mejs-layers\">\n<div class=\"mejs-poster mejs-layer\" style=\"display: none; width: 100%; height: 100%;\"><\/div>\n<div class=\"mejs-overlay mejs-layer\" style=\"display: none; width: 100%; height: 100%;\">\n<div class=\"mejs-overlay-loading\"><span class=\"mejs-overlay-loading-bg-img\"><\/span><\/div>\n<\/div>\n<div class=\"mejs-overlay mejs-layer\" style=\"display: none; width: 100%; height: 100%;\">\n<div class=\"mejs-overlay-error\"><\/div>\n<\/div>\n<div class=\"mejs-overlay mejs-layer mejs-overlay-play\" style=\"width: 100%; height: 100%;\">\n<div class=\"mejs-overlay-button\" role=\"button\" tabindex=\"0\" aria-label=\"Play\" aria-pressed=\"false\"><\/div>\n<\/div>\n<\/div>\n<div class=\"mejs-controls\">\n<div class=\"mejs-button mejs-playpause-button mejs-play\"><button type=\"button\" aria-controls=\"mep_0\" title=\"Play\" aria-label=\"Play\" tabindex=\"0\"><\/button><\/div>\n<div class=\"mejs-time mejs-currenttime-container\" role=\"timer\" aria-live=\"off\"><span class=\"mejs-currenttime\">00:00<\/span><\/div>\n<div class=\"mejs-time-rail\"><span class=\"mejs-time-total mejs-time-slider\" role=\"slider\" tabindex=\"0\" aria-label=\"Time Slider\" aria-valuemin=\"0\" aria-valuemax=\"0\" aria-valuenow=\"0\" aria-valuetext=\"00:00\"><span class=\"mejs-time-buffering\" style=\"display: none;\"><\/span><span class=\"mejs-time-loaded\"><\/span><span class=\"mejs-time-current\"><\/span><span class=\"mejs-time-hovered no-hover\"><\/span><span class=\"mejs-time-handle\"><span class=\"mejs-time-handle-content\"><\/span><\/span><span class=\"mejs-time-float\"><span class=\"mejs-time-float-current\">00:00<\/span><span class=\"mejs-time-float-corner\"><\/span><\/span><\/span><\/div>\n<div class=\"mejs-time mejs-duration-container\"><span class=\"mejs-duration\">00:00<\/span><\/div>\n<div class=\"mejs-button mejs-volume-button mejs-mute\"><button type=\"button\" aria-controls=\"mep_0\" title=\"Mute\" aria-label=\"Mute\" tabindex=\"0\"><\/button><a href=\"javascript:void(0);\" class=\"mejs-volume-slider\" aria-label=\"Volume Slider\" aria-valuemin=\"0\" aria-valuemax=\"100\" role=\"slider\" aria-orientation=\"vertical\"><span class=\"mejs-offscreen\">Use Up\/Down Arrow keys to increase or decrease volume.<\/span><\/p>\n<div class=\"mejs-volume-total\">\n<div class=\"mejs-volume-current\" style=\"bottom: 0px; height: 100%;\"><\/div>\n<div class=\"mejs-volume-handle\" style=\"bottom: 100%; margin-bottom: -3px;\"><\/div>\n<\/div>\n<p><\/a><\/div>\n<div class=\"mejs-button mejs-fullscreen-button\"><button type=\"button\" aria-controls=\"mep_0\" title=\"Fullscreen\" aria-label=\"Fullscreen\" tabindex=\"0\"><\/button><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div dir=\"ltr\" style=\"text-align: left\">\n<h3><span dir=\"auto\" style=\"vertical-align: inherit\">Installation Guide<\/span><\/h3>\n<p><span dir=\"auto\" style=\"vertical-align: inherit\">After Extract, view with your favorite player.<\/span><\/p>\n<p><span dir=\"auto\" style=\"vertical-align: inherit\">Subtitles: None<\/span><\/p>\n<p><span dir=\"auto\" style=\"vertical-align: inherit\">Quality: 720p<\/span><\/p>\n<\/div>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span dir=\"auto\" style=\"vertical-align: inherit\">Download link<\/span><\/h3>\n<h4 dir=\"ltr\" style=\"text-align: left\"><span dir=\"auto\" style=\"vertical-align: inherit\">Downloadly<\/span><\/h4>\n<p dir=\"ltr\" style=\"text-align: left\"><a href=\"https:\/\/dl4.downloadly.ir\/Files\/Elearning\/Udemy_Building_a_Simple_Data_Analyst_AI_Agent_with_Llama_and_Flask_2025-4.part1_Downloadly.ir.rar?nocache=1786173874\"><span dir=\"auto\" style=\"vertical-align: inherit\">Download Part 1 \u2013 1 GB<\/span><\/a><\/p>\n<p dir=\"ltr\" style=\"text-align: left\"><a href=\"https:\/\/dl4.downloadly.ir\/Files\/Elearning\/Udemy_Building_a_Simple_Data_Analyst_AI_Agent_with_Llama_and_Flask_2025-4.part2_Downloadly.ir.rar?nocache=1786173874\"><span dir=\"auto\" style=\"vertical-align: inherit\">Download Part 2 \u2013 239 MB<\/span><\/a><\/p>\n<h4 dir=\"ltr\">Rapidgator link<\/h4>\n<p><a href=\"https:\/\/rapidgator.net\/file\/eae967012899478212d3374cf73665b5\/Udemy_Building_a_Simple_Data_Analyst_AI_Agent_with_Llama_and_Flask_2025-4.part1_Downloadly.ir.rar.html\" target=\"_blank\" rel=\"noopener\">Download Part 1 \u2013 1 GB<\/a><\/p>\n<p><a href=\"https:\/\/rapidgator.net\/file\/032338f1418ed6e2a5d81234a20bc484\/Udemy_Building_a_Simple_Data_Analyst_AI_Agent_with_Llama_and_Flask_2025-4.part2_Downloadly.ir.rar.html\" target=\"_blank\" rel=\"noopener\">Download Part 2 \u2013 239 MB<\/a><\/p>\n<p dir=\"ltr\" style=\"text-align: left\"><span dir=\"auto\" style=\"vertical-align: inherit\">File(s) password: www.downloadly.ir<\/span><\/p>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span dir=\"auto\" style=\"vertical-align: inherit\">File size<\/span><\/h3>\n<p dir=\"ltr\" style=\"text-align: left\"><span dir=\"auto\" style=\"vertical-align: inherit\">1.2 GB<\/span><\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Description Building a Simple Data Analyst AI Agent with Llama and Flask. This hands-on course teaches you how to build a simple data analyst AI agent using the<\/p>\n","protected":false},"author":1,"template":"","dgi_category":[10458],"dgi_tag":[105631,105632,105633,105634,105635,45795],"class_list":["post-12848","digital_item","type-digital_item","status-publish","has-post-thumbnail","hentry","dgi_category-video-tutorials","dgi_tag-course-building-a-simple-data-analyst-ai-agent-with-llama-and-flask","dgi_tag-download-building-a-simple-data-analyst-ai-agent-with-llama-and-flask","dgi_tag-download-course-building-a-simple-data-analyst-ai-agent-with-llama-and-flask","dgi_tag-free-building-a-simple-data-analyst-ai-agent-with-llama-and-flask","dgi_tag-free-download-building-a-simple-data-analyst-ai-agent-with-llama-and-flask","dgi_tag-kiril-spiridonov"],"_links":{"self":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/digital_item\/12848","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/digital_item"}],"about":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/types\/digital_item"}],"author":[{"embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"version-history":[{"count":0,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/digital_item\/12848\/revisions"}],"wp:attachment":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/media?parent=12848"}],"wp:term":[{"taxonomy":"dgi_category","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_category?post=12848"},{"taxonomy":"dgi_tag","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_tag?post=12848"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}