{"id":17971,"date":"2026-09-30T19:05:11","date_gmt":"2026-09-30T19:05:11","guid":{"rendered":"https:\/\/www.web-ai-institute.com\/wp\/2026\/09\/30\/rag-langchain-python-project-easy-ai-chat-for-your-docs\/"},"modified":"2026-09-30T19:05:11","modified_gmt":"2026-09-30T19:05:11","slug":"rag-langchain-python-project-easy-ai-chat-for-your-docs","status":"publish","type":"post","link":"https:\/\/www.web-ai-institute.com\/wp\/2026\/09\/30\/rag-langchain-python-project-easy-ai-chat-for-your-docs\/","title":{"rendered":"RAG + Langchain Python Project: Easy AI\/Chat For Your Docs"},"content":{"rendered":"<p><iframe loading=\"lazy\"  width=\"800\" height=\"400\" src=\"https:\/\/www.youtube.com\/embed\/tcqEUSNCn8I\" frameborder=\"0\" allowfullscreen><\/iframe><br \/>\n<br \/>Learn how to build a &#8220;retrieval augmented generation&#8221; (RAG) app with Langchain and OpenAI in Python.<\/p>\n<p>You can use this to create chat-bots for your documents, books or files. You can also use it to build rich, interactive AI applications that use your data as a source.<\/p>\n<p>\ud83d\udc49 Links<br \/>\n\ud83d\udd17 Code: https:\/\/github.com\/pixegami\/langchain-rag-tutorial<br \/>\n\ud83d\udcc4 (Sample Data) AWS Docs: https:\/\/github.com\/awsdocs\/aws-lambda-developer-guide<br \/>\n\ud83d\udcc4 (Sample Data) Alice in Wonderland: https:\/\/www.gutenberg.org\/ebooks\/11<\/p>\n<p>\ud83d\udcda Chapters<br \/>\n00:00 What is RAG?<br \/>\n01:36 Preparing the Data<br \/>\n05:05 Creating Chroma Database<br \/>\n06:36 What are Vector Embeddings?<br \/>\n09:38 Querying for Relevant Data<br \/>\n12:47 Crafting a Great Response<br \/>\n16:18 Wrapping Up<\/p>\n<p>#pixegami #python<br \/>\n<br \/><a href=\"https:\/\/www.youtube.com\/watch?v=tcqEUSNCn8I\">source<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Learn how to build a &#8220;retrieval augmented generation&#8221; (RAG) app with Langchain and OpenAI in Python. You can use this to create chat-bots for your documents, books or files. You can also use it to build rich, interactive AI applications that use your data as a source. \ud83d\udc49 Links \ud83d\udd17 Code: https:\/\/github.com\/pixegami\/langchain-rag-tutorial \ud83d\udcc4 (Sample Data)&#8230;<\/p>\n","protected":false},"author":1,"featured_media":17972,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"pagelayer_contact_templates":[],"_pagelayer_content":"","iawp_total_views":2,"footnotes":""},"categories":[317],"tags":[329,330,334,335,332,331,333],"class_list":["post-17971","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\/17971","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=17971"}],"version-history":[{"count":0,"href":"https:\/\/www.web-ai-institute.com\/wp\/wp-json\/wp\/v2\/posts\/17971\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.web-ai-institute.com\/wp\/wp-json\/wp\/v2\/media\/17972"}],"wp:attachment":[{"href":"https:\/\/www.web-ai-institute.com\/wp\/wp-json\/wp\/v2\/media?parent=17971"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.web-ai-institute.com\/wp\/wp-json\/wp\/v2\/categories?post=17971"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.web-ai-institute.com\/wp\/wp-json\/wp\/v2\/tags?post=17971"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}