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How to Avoid Common Deployment Issues in AI Intelligence Body Development?

2025-08-20 637
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Solution: Systematic Deployment Checklist

Based on the experience of the open source community, the following steps are recommended to ensure a smooth deployment:

  • Environmental pre-screening::
    • Verify that Docker version ≥ 20.10 (docker --version)
    • Check GPU drivers (if GPU acceleration is required)
    • Verify that ports 80/443 are not occupied
  • Configuration verification::
    • API_TOKEN and BASE_URL must be correct in the .env file
    • Model profile YAML indentation must use spaces (not tabs)
    • URL-encoded special characters required for database connection strings
  • Start monitoring::
    • (of a computer) rundocker compose logs -fView logs in real time
    • Setting up health check endpoints to monitor service status
    • Configuring Prometheus + Grafana to Monitor Resource Utilization

Contingency plan: In case of startup failure, try thedocker system pruneClear the cache and rebuild. The community-maintained Troubleshooting documentation (GitHub Wiki) contains solutions to 30+ common problems.

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