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How to improve request handling and responsiveness of AI services?

2025-08-23 257
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High Performance Gateway Optimization Solution

Bifrost achieves microsecond latency request processing through the following technical means.

  • Using Go language to build the core engine, only 11μs latency increase under the pressure of 5000RPS in real test
  • Built-in load balancing algorithm automatically distributes requests to multiple API keys and service nodes
  • Supports streaming response transmission to avoid delay accumulation caused by data buffering

Specific optimization recommendations:

  1. For interpreted language applications such as Python, the HTTP service model of the gateway is recommended
  2. Go language projects can directly integrate core packages, eliminating HTTP protocol parsing overhead
  3. Configure request rate limiting and weight distribution in the web interface to avoid overloading a single node

Typical results: Compared to calling vendor APIs directly, gateway mode reduces 99th percentile latency by 15-20% without becoming a system bottleneck.

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