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How to optimize the cost of using resources for enterprise AI applications?

2025-08-28 1.6 K

Problem analysis

Unlimited API calls can lead to uncontrollable costs for enterprise AI applications.Dify-Plus enables fine-grained cost control through quota management and expense monitoring.

core functionality

  • Dialogue limit: Real-time display of remaining credit at the top of the system, automatic stopping of service when insufficient
  • asynchronous computing engine: Delayed calculation of large-value spending records to avoid real-time calculations affecting performance
  • Multi-Dimensional Reporting: Consumption data by user/model/time dimension

Operation Guide

  1. Administrator login to "Expense Report" to view historical consumption trends
  2. Bulk setting of user quota on the "Personal quota modification" screen (support by token or number of times)
  3. Setting single-key invocation limit through "API Key Management".

best practice

Recommended in conjunction with workflow design: add "credit check" logic module before key model nodes (source code location)modules/credit_check/).

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