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Building RAG Chatbot For Movie Recommendations With Qdrant And Open AI

Automated workflow: Building RAG Chatbot for Movie Recommendations with Qdrant and Open AI. This workflow integrates 20 different services: stickyNote, vecto...

Importing this blueprint? Follow the n8n guide — credentials, test runs, and common pitfalls.

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Time Saved 8 hours/week
Setup Time ~20 minutes
Platform n8n
Run Cost Free Tier
Connected Apps:
Manual Trigger GitHub Extract From File Execute Workflow Trigger Merge Split Out Aggregate Http Request Set Sticky Note

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Import this community-sourced blueprint into your n8n dashboard. Review nodes and credentials before going live.

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Connected Apps

Manual TriggerGitHubExtract From FileExecute Workflow TriggerMergeSplit OutAggregateHttp RequestSetSticky Note

Interactive Workflow Canvas

Drag nodes vertically to re-order execution sequence. Edit or add steps to customize your blueprint.

Execution Steps

  1. When clicking ‘Test workflow’

    Processes and automates operations via the Manual Trigger integration.

    Manual Trigger

  2. GitHub

    Processes and automates operations via the GitHub integration.

    GitHub

  3. Extract from File

    Processes and automates operations via the Extract From File integration.

    Extract From File

  4. Execute Workflow Trigger

    Processes and automates operations via the Execute Workflow Trigger integration.

    Execute Workflow Trigger

  5. Merge

    Processes and automates operations via the Merge integration.

    Merge

  6. Split Out

    Processes and automates operations via the Split Out integration.

    Split Out

  7. Split Out1

    Processes and automates operations via the Split Out integration.

    Split Out

  8. Finalize Pipeline Processing

    Runs the remaining 11 actions to complete the workflow.

    n8n

Optimize your tech stack and automate workflows between Manual Trigger, GitHub, Extract From File, Execute Workflow Trigger, Merge, Split Out, Aggregate, Http Request, Set, Sticky Note natively.

This verified AI automation workflow blueprint runs on n8n and enables real-time data syncs, content generation, or notifications without writing complex code.

Prerequisites

  1. An n8n account (self-hosted or Cloud)
  2. API access keys and credentials for: Manual Trigger, GitHub, Extract From File, Execute Workflow Trigger, Merge, Split Out, Aggregate, Http Request, Set, Sticky Note

Setup Guide

  1. Download Blueprint: Click the download button above to get the raw JSON file.
  2. Import to n8n: Open your n8n canvas, click settings in the top-right, and choose Import from File. Upload the JSON file.
  3. Configure Node Credentials: Double-click each node representing Manual Trigger, GitHub, Extract From File, Execute Workflow Trigger, Merge, Split Out, Aggregate, Http Request, Set, Sticky Note and authenticate with your account credentials.
  4. Activate Scenario: Test the flow manually by clicking Test step on the trigger, verify the output, then toggle the workflow to Active to start running.

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