AI-Powered YouTube Content Summarizer & Analyst with Gemini
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Instantly transform lengthy YouTube videos and playlists into concise, structured summaries and analyses using advanced AI. Save countless hours and gain immediate insights into video content with this intelligent n8n workflow.
About This Workflow
This robust n8n workflow leverages Google Gemini's powerful AI models and Langchain agents to provide comprehensive summarization and analysis of YouTube videos and entire playlists. It intelligently processes video transcripts, extracts key information, and generates detailed, structured markdown summaries. By integrating with a Qdrant vector database, the workflow establishes a searchable knowledge base of your analyzed content, enabling rapid retrieval and deep dives into specific topics. Ideal for researchers, content creators, marketers, or anyone needing to efficiently consume and understand video content without watching hours of footage.
Key Features
- Intelligent YouTube Content Processing: Automatically fetches and analyzes transcripts from single videos or entire playlists.
- Advanced AI Summarization (Gemini): Utilizes Google Gemini's LLM to generate detailed, structured summaries with key topics, bullet points, and bolded terms.
- Customizable Summarization Format: Defines specific output structure, including markdown headers, bullet points, and even tables for comparisons, ensuring tailored insights.
- Scalable Knowledge Base with Qdrant: Stores video summaries and embeddings in a Qdrant vector store, creating a searchable repository for future queries and RAG applications.
- Query-Driven Analysis: An intelligent agent handles user queries, directing the AI to provide verbose and exhaustive answers based on the processed video content.
How To Use
- Configure Credentials: Set up your Google Gemini API (PaLM) and Qdrant API accounts within n8n.
- Provide YouTube URL: Input a valid YouTube video or playlist URL into the trigger node that connects to the "Handle Queries" agent (e.g., a Chat Trigger or Webhook).
- Adjust Processing Limits: Optionally configure the
Limitnode (named "Limit") to control the maximum number of videos processed from a playlist. - Review Summarization Parameters: Customize the prompt within the
Summarize & Analyze Transcriptnode to tailor the output format and length to your specific needs. - Utilize the Agent: Interact with the "Handle Queries" agent by providing questions related to the video content, and receive structured, AI-generated answers.
Apps Used
Workflow JSON
{
"id": "1bf5383e-e1ec-4027-8c0b-7cb3a3007916",
"name": "AI-Powered YouTube Content Summarizer & Analyst with Gemini",
"nodes": 14,
"category": "Operations",
"status": "active",
"version": "1.0.0"
}Note: This is a sample preview. The full workflow JSON contains node configurations, credentials placeholders, and execution logic.
Get This Workflow
ID: 1bf5383e-e1ec...
About the Author
DevOps_Master_X
Infrastructure Expert
Specializing in CI/CD pipelines, Docker, and Kubernetes automations.
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