Debug N8N Rag Solution Timeout

Need help debugging an N8N Rag solution that keeps timing out due to memory issues during execution. The work includes identifying the root cause, improving performance, and ensuring the workflow runs reliably. You should be comfortable troubleshooting complex workflows, optimizing execution, and recommending fixes that reduce memory usage and prevent timeouts. Please share relevant experience with similar debugging and optimization tasks.