The KEY to Infinitely Scale Your n8n RAG Workflows

• Scaling File Imports: Learn key strategies for scaling up file imports into the Nitn Rag system, including error handling and avoiding system crashes.
• Orchestrator Workflow: Discover how to create an orchestrator workflow to batch process files in parallel, reducing processing time and improving efficiency.
• Error Handling Automation: Understand the implementation of an automated error handler that retries failed executions, ensuring smoother operation across workflows.
• Challenges and Solutions: Explore common challenges such as server overload and provider rate limits, and how to address them through strategic workflow management.
• Performance Optimization: Insights into optimizing workflows, featuring practical lessons learned and recommendations for improving processing speed and resource management.

Quotes:

“Importing files can take weeks…and you will end up crashing your server, probably multiple times.”

“The orchestrator workflow will pick up lots of documents…and call them separately like I’m doing here.”

“This rag agent is now able to perform hybrid searches based on huge amounts of data within the vector store.”