YouTube transcript search with RAG

Research and content teams that need to find what was said across a large library of videos.

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Paste it straight onto an n8n canvas with Ctrl+V or Cmd+V.

Third party software. By copying, downloading or installing it you accept the Academy legal notice: you are responsible for reviewing its code and permissions before use.

youtube-rag-search-with-frontend-using-apify-qdrant-and-ai.json

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What it does

An n8n template that builds a search tool over YouTube video transcripts. Apify collects the transcripts, which are split into chunks with metadata and stored as embeddings in Qdrant. A small web front end, served through a webhook, lets users query the transcripts and opens the matching video in an embedded player.

Use cases

01Find every mention of a product across a channel
02Search a set of webinar recordings for a topic
03Watch the matching moment of a video from the results

Connects

HTTP Request · Redis · HTML · Basic LLM Chain · Embeddings OpenAI · OpenAI Chat Model · Recursive Character Text Splitter · Default Data Loader · Qdrant Vector Store · Information Extractor

Questions about
YouTube transcript search with RAG.

What is YouTube transcript search with RAG used for?

Research and content teams that need to find what was said across a large library of videos. An n8n template that builds a search tool over YouTube video transcripts. Apify collects the transcripts, which are split into chunks with metadata and stored as embeddings in Qdrant. A small web front end, served through a webhook, lets users query the transcripts and opens the matching video in an embedded player.

How do I import YouTube transcript search with RAG into n8n?

Copy the workflow JSON from this page and paste it onto the n8n canvas with Ctrl+V or Cmd+V. Then connect your credentials in each node.

Is YouTube transcript search with RAG safe to use?

It passed our automatic scan for credential theft, hidden instructions and risky install commands. Third party open source software. Sabemos AI does not maintain it. Check the code and permissions before you connect it to company data.

Related resources

Read the guide: AI data analysts: ask your data ↗