{"guid":"6c828987-b063-58bb-bd92-ea448daf7734","title":"RAG und KI in EGroupware","subtitle":null,"slug":"clt26-376-rag-und-ki-in-egroupware","link":"https://chemnitzer.linux-tage.de/2026/de/programm/beitrag/376","description":"RAG (https://de.wikipedia.org/wiki/Retrieval-Augmented_Generation) kombiniert in Antworten Daten aus verschiedenen Informationsquellen. So können zum Beispiel lokale Daten aus einer Datenbank mit Daten aus dem WWW durch ein LLM ergänzt werden und als kombinierte Antwort dargestellt werden.\n\nRAG wird mit dem kommenden Major-Release von EGroupware ausgerollt. Als Basis werden die in der EGroupware-Daten in der lokalen Vektordatenbank (MariaDB-basierend) indiziert. Die Suche in EGroupware verwendet dann den Index und führt keine Suche mehr in den Datensätzen durch. Die Suchergebnisse können durch die Einbindung eines LLM mit weiteren Daten und Funktionen angereichert werden.\n\nDie KI-Einbindung soll auch im Bereich E-Mail beim Verfassen, Lesen und Übersetzen unterstützen. Im Vortrag werden ebenfalls einige weitere Neuerungen in EGroupware aufgegriffen. Im Anschluss wollen wir über (sinnvolle) Anwendungsmöglichkeiten von RAG/KI in einer Groupware sprechen.\n\nLicensed to the public under http://creativecommons.org/licenses/by/4.0","original_language":"deu","persons":["Stefan Unverricht"],"tags":["46","2026","clt26","Vortrag","V7","clt26-deu","Day 2"],"view_count":100,"promoted":false,"date":"2026-03-29T17:00:00.000+02:00","release_date":"2026-03-29T00:00:00.000+01:00","updated_at":"2026-04-16T16:00:06.112+02:00","length":2174,"duration":2174,"thumb_url":"https://static.media.ccc.de/media/events/clt/2026/46-6c828987-b063-58bb-bd92-ea448daf7734.jpg","poster_url":"https://static.media.ccc.de/media/events/clt/2026/46-6c828987-b063-58bb-bd92-ea448daf7734_preview.jpg","timeline_url":"https://static.media.ccc.de/media/events/clt/2026/46-6c828987-b063-58bb-bd92-ea448daf7734.timeline.jpg","thumbnails_url":"https://static.media.ccc.de/media/events/clt/2026/46-6c828987-b063-58bb-bd92-ea448daf7734.thumbnails.vtt","frontend_link":"https://media.ccc.de/v/clt26-376-rag-und-ki-in-egroupware","url":"https://media.ccc.de/public/events/6c828987-b063-58bb-bd92-ea448daf7734","conference_title":"Chemnitzer Linux-Tage 2026","conference_url":"https://media.ccc.de/public/conferences/clt26","related":[],"recordings":[{"size":156,"length":2174,"mime_type":"video/webm","language":"deu","filename":"clt26-46-deu-RAG_und_KI_in_EGroupware_webm-hd.webm","state":"new","folder":"webm-hd","high_quality":true,"width":1920,"height":1080,"updated_at":"2026-03-30T02:00:58.626+02:00","recording_url":"https://cdn.media.ccc.de/events/clt/2026/webm-hd/clt26-46-deu-RAG_und_KI_in_EGroupware_webm-hd.webm","url":"https://media.ccc.de/public/recordings/98087","event_url":"https://media.ccc.de/public/events/6c828987-b063-58bb-bd92-ea448daf7734","conference_url":"https://media.ccc.de/public/conferences/clt26"},{"size":69,"length":2174,"mime_type":"video/webm","language":"deu","filename":"clt26-46-deu-RAG_und_KI_in_EGroupware_webm-sd.webm","state":"new","folder":"webm-sd","high_quality":false,"width":720,"height":576,"updated_at":"2026-03-29T23:22:32.337+02:00","recording_url":"https://cdn.media.ccc.de/events/clt/2026/webm-sd/clt26-46-deu-RAG_und_KI_in_EGroupware_webm-sd.webm","url":"https://media.ccc.de/public/recordings/98031","event_url":"https://media.ccc.de/public/events/6c828987-b063-58bb-bd92-ea448daf7734","conference_url":"https://media.ccc.de/public/conferences/clt26"},{"size":33,"length":2174,"mime_type":"audio/mpeg","language":"deu","filename":"clt26-46-deu-RAG_und_KI_in_EGroupware_mp3.mp3","state":"new","folder":"mp3","high_quality":false,"width":0,"height":0,"updated_at":"2026-03-29T20:16:37.012+02:00","recording_url":"https://cdn.media.ccc.de/events/clt/2026/mp3/clt26-46-deu-RAG_und_KI_in_EGroupware_mp3.mp3","url":"https://media.ccc.de/public/recordings/97955","event_url":"https://media.ccc.de/public/events/6c828987-b063-58bb-bd92-ea448daf7734","conference_url":"https://media.ccc.de/public/conferences/clt26"},{"size":17,"length":2174,"mime_type":"audio/opus","language":"deu","filename":"clt26-46-deu-RAG_und_KI_in_EGroupware_opus.opus","state":"new","folder":"opus","high_quality":false,"width":0,"height":0,"updated_at":"2026-03-29T20:16:20.397+02:00","recording_url":"https://cdn.media.ccc.de/events/clt/2026/opus/clt26-46-deu-RAG_und_KI_in_EGroupware_opus.opus","url":"https://media.ccc.de/public/recordings/97951","event_url":"https://media.ccc.de/public/events/6c828987-b063-58bb-bd92-ea448daf7734","conference_url":"https://media.ccc.de/public/conferences/clt26"},{"size":55,"length":2174,"mime_type":"video/mp4","language":"deu","filename":"clt26-46-deu-RAG_und_KI_in_EGroupware_sd.mp4","state":"new","folder":"h264-sd","high_quality":false,"width":720,"height":576,"updated_at":"2026-03-29T20:12:21.895+02:00","recording_url":"https://cdn.media.ccc.de/events/clt/2026/h264-sd/clt26-46-deu-RAG_und_KI_in_EGroupware_sd.mp4","url":"https://media.ccc.de/public/recordings/97943","event_url":"https://media.ccc.de/public/events/6c828987-b063-58bb-bd92-ea448daf7734","conference_url":"https://media.ccc.de/public/conferences/clt26"},{"size":113,"length":2174,"mime_type":"video/mp4","language":"deu","filename":"clt26-46-deu-RAG_und_KI_in_EGroupware_hd.mp4","state":"new","folder":"h264-hd","high_quality":true,"width":1920,"height":1080,"updated_at":"2026-03-29T20:04:04.518+02:00","recording_url":"https://cdn.media.ccc.de/events/clt/2026/h264-hd/clt26-46-deu-RAG_und_KI_in_EGroupware_hd.mp4","url":"https://media.ccc.de/public/recordings/97937","event_url":"https://media.ccc.de/public/events/6c828987-b063-58bb-bd92-ea448daf7734","conference_url":"https://media.ccc.de/public/conferences/clt26"}]}