Youtube RAG search with Frontend using Apify, Qdrant and AI — n8n Workflow
Übersicht
Ever wanted to build your own RAG search over Youtube videos? Well, now you can! This n8n template shows how you can build a very capable Youtube search engine powered by Apify, Qdrant and your LLM of choice to quickly and efficiently browse over many videos for research.
I originally started to template to ask questions on the "n8n @ scale office-hours" livestream videos but then extended it to include the latest videos on the official channel.
Check out a demo here: https://jimleuk.app.n8n.c
Verwendete Knoten
Workflow-Vorschau
So funktioniert es
- 1
Auslöser
Der Workflow startet mit einem auslöser-Auslöser.
- 2
Verarbeitung
Die Daten fließen durch 49 Knoten, connecting chainllm, documentdefaultdataloader, embeddingsopenai.
- 3
Ausgabe
Der Workflow schließt seine Automatisierung ab und liefert das Ergebnis an das konfigurierte Ziel.
Knotendetails (49)
HTTP Request
httpRequest
Redis
redis
HTML
html
Basic LLM Chain
n8n-nodes-langchain.chainLlm
Embeddings OpenAI
n8n-nodes-langchain.embeddingsOpenAi
OpenAI Chat Model
n8n-nodes-langchain.lmChatOpenAi
Recursive Character Text Splitter
n8n-nodes-langchain.textSplitterRecursiveCharacterTextSplitter
Default Data Loader
n8n-nodes-langchain.documentDefaultDataLoader
Qdrant Vector Store
n8n-nodes-langchain.vectorStoreQdrant
Information Extractor
n8n-nodes-langchain.informationExtractor
So importieren Sie diesen Workflow
- 1Klicken Sie rechts auf die Schaltfläche JSON herunterladen, um die Workflow-Datei zu speichern.
- 2Öffnen Sie Ihre n8n-Instanz. Gehen Sie zu Workflows → Neu → Aus Datei importieren.
- 3Wählen Sie die heruntergeladene Datei
youtube-rag-search-with-frontend-using-apify-qdrant-and-aiund klicken Sie auf Importieren. - 4Richten Sie Anmeldedaten für jeden Dienstknoten ein (API-Schlüssel, OAuth usw.).
- 5Klicken Sie auf Workflow testen, um zu überprüfen, ob alles funktioniert, und aktivieren Sie es dann.
Oder direkt in n8n → Aus JSON importieren einfügen:
Integrationen
Diesen Workflow holen
Herunterladen und mit einem Klick importieren
JSON herunterladenAuf n8n.io ansehenErstellt von
Jimleuk
@jimleuk
Tags
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