{"id":1647,"date":"2026-05-03T14:13:51","date_gmt":"2026-05-03T14:13:51","guid":{"rendered":"https:\/\/iludis.de\/?p=1647"},"modified":"2026-10-31T10:26:29","modified_gmt":"2026-10-31T10:26:29","slug":"langgraph-materialien","status":"publish","type":"post","link":"https:\/\/iludis.de\/?p=1647","title":{"rendered":"LangGraph"},"content":{"rendered":"\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-995f960e wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:50%\">\n<div class=\"wp-block-group has-palette-color-7-background-color has-background is-layout-constrained wp-block-group-is-layout-constrained\">\n<h4>Skript zur Veranstaltung<\/h4>\n<p><a href=\"https:\/\/iludis.de\/Langgraph\/LanggraphMitAutomaten.pdf\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-1648\" src=\"https:\/\/iludis.de\/wp-content\/uploads\/2026\/05\/Picture-1.png\" alt=\"\" width=\"360\" height=\"188\" srcset=\"https:\/\/iludis.de\/wp-content\/uploads\/2026\/05\/Picture-1.png 489w, https:\/\/iludis.de\/wp-content\/uploads\/2026\/05\/Picture-1-300x156.png 300w\" sizes=\"auto, (max-width: 360px) 100vw, 360px\" \/><\/a><br \/><a href=\"https:\/\/iludis.de\/Langgraph\/LanggraphMitAutomaten.pdf\">LangGraph mit Automaten (PDF)<\/a><\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-group has-palette-color-7-background-color has-background is-layout-constrained wp-block-group-is-layout-constrained\">\n<h4>Quizze<\/h4>\n<ul>\n<li><a href=\"https:\/\/iludis.de\/Langgraph\/Quiz_TeilI_noCode.html\">Quiz zu Teil 1, ohne Code-Bezug<\/a><\/li>\n<li><a href=\"https:\/\/iludis.de\/Langgraph\/Quiz_TeilI_withCode.html\">Quiz zu Teil 1, mit Code-Bezug<\/a><\/li>\n<li><a href=\"https:\/\/iludis.de\/Langgraph\/Quiz_Exkurs.html\">Quiz zu TypedDicts in Python<\/a><\/li>\n<\/ul>\n<\/div>\n\n\n\n<div class=\"wp-block-group has-palette-color-7-background-color has-background is-layout-constrained wp-block-group-is-layout-constrained\">\n<h4>Jupyter-Notebooks: Hybrid Agentic RAG<\/h4>\n<ol>\n<li><a href=\"https:\/\/iludis.de\/Langgraph\/0_install.ipynb\">Installation<\/a><\/li>\n<li><a href=\"https:\/\/iludis.de\/Langgraph\/1_indexing_PyMuPDF_BM25.ipynb\">Indexing mit PyMuPDF und BM25<\/a><\/li>\n<li><a href=\"https:\/\/iludis.de\/Langgraph\/2_rag_Reranking_BM25_Hybrid.ipynb\">RAG mit Reranking (hybrid)<\/a><\/li>\n<\/ol>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:50%\">\n<div class=\"wp-block-group has-palette-color-7-background-color has-background is-layout-constrained wp-block-group-is-layout-constrained\">\n<h4>RAG-Chunks visualisieren<\/h4>\n<p><a href=\"https:\/\/iludis.de\/Langgraph\/RAG_Chunks_visualisieren.html\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-1877\" src=\"https:\/\/iludis.de\/wp-content\/uploads\/2026\/05\/rag_betrachter.png\" alt=\"\" width=\"360\" height=\"310\" srcset=\"https:\/\/iludis.de\/wp-content\/uploads\/2026\/05\/rag_betrachter.png 360w, https:\/\/iludis.de\/wp-content\/uploads\/2026\/05\/rag_betrachter-300x258.png 300w\" sizes=\"auto, (max-width: 360px) 100vw, 360px\" \/><\/a><br \/><a href=\"https:\/\/iludis.de\/Langgraph\/RAG_Chunks_visualisieren.html\" target=\"_blank\" rel=\"noopener\">App \u00f6ffnen: RAG-Chunks visualisieren<\/a><br \/>Interaktive App, mit der eine vorgefertigte Chroma-DB per RAG zug\u00e4nglich gemacht wird (kNN mit Kosinus-\u00c4hnlichkeit)<\/p>\n<p><a href=\"https:\/\/iludis.de\/Langgraph\/demo_daten.json\">Die originale Chroma-DB als JSON-Datei<\/a><\/p>\n<\/div>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Skript zur Veranstaltung LangGraph mit Automaten (PDF) Quizze Quiz zu Teil 1, ohne Code-Bezug Quiz zu Teil 1, mit Code-Bezug Quiz zu TypedDicts in Python Jupyter-Notebooks: Hybrid Agentic RAG Installation Indexing mit PyMuPDF und BM25 RAG mit Reranking (hybrid) RAG-Chunks visualisieren App \u00f6ffnen: RAG-Chunks visualisierenInteraktive App, mit der eine vorgefertigte Chroma-DB per RAG zug\u00e4nglich gemacht [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":1648,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[13],"tags":[],"class_list":["post-1647","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ki_material"],"_links":{"self":[{"href":"https:\/\/iludis.de\/index.php?rest_route=\/wp\/v2\/posts\/1647","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/iludis.de\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/iludis.de\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/iludis.de\/index.php?rest_route=\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/iludis.de\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=1647"}],"version-history":[{"count":3,"href":"https:\/\/iludis.de\/index.php?rest_route=\/wp\/v2\/posts\/1647\/revisions"}],"predecessor-version":[{"id":2239,"href":"https:\/\/iludis.de\/index.php?rest_route=\/wp\/v2\/posts\/1647\/revisions\/2239"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/iludis.de\/index.php?rest_route=\/wp\/v2\/media\/1648"}],"wp:attachment":[{"href":"https:\/\/iludis.de\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1647"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/iludis.de\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1647"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/iludis.de\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1647"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}