Documentation Index
Fetch the complete documentation index at: https://docs.praison.ai/llms.txt
Use this file to discover all available pages before exploring further.
Performance CLI
Commands for measuring and verifying performance of PraisonAI Agents.
Commands
Full Benchmark
Run a complete performance benchmark:
Output:
============================================================
PraisonAI Agents Performance Benchmark
============================================================
[1/3] Measuring import time...
Median: 18.4ms [PASS]
[2/3] Measuring memory usage...
Current: 33.0MB [WARN]
[3/3] Checking lazy imports...
All lazy: True [PASS]
✓ litellm
✓ chromadb
✓ mem0
✓ requests
============================================================
Overall: [PASS]
============================================================
Import Time Only
Measure just the import time:
praisonai perf import-time
Import time: 18.4ms (median)
Target: <200ms
Status: PASS
Memory Usage Only
Measure just the memory usage:
Output:
Memory: 33.0MB
Target: <30MB
Status: WARN
Lazy Import Check
Verify lazy imports are working:
praisonai perf lazy-check
Lazy Import Check:
litellm: LAZY (good)
chromadb: LAZY (good)
mem0: LAZY (good)
requests: LAZY (good)
Regression Check
Run a pass/fail check for CI/CD:
Returns exit code 0 on pass, 1 on fail.
| Metric | Target | Hard Fail |
|---|
| Import Time | less than 200ms | greater than 300ms |
| Memory Usage | less than 30MB | greater than 45MB |
| Lazy Imports | All lazy | Any eager |
CI/CD Integration
Use in GitHub Actions:
- name: Performance Check
run: |
pip install praisonaiagents
praisonai perf check
#!/bin/bash
if praisonai perf check; then
echo "Performance check passed"
else
echo "Performance regression detected"
exit 1
fi
Subcommands Reference
| Command | Description |
|---|
praisonai perf benchmark | Run full benchmark suite |
praisonai perf import-time | Measure import time only |
praisonai perf memory | Measure memory usage only |
praisonai perf lazy-check | Verify lazy imports |
praisonai perf check | CI/CD regression check |
