pip install praisonai praisonai-tools

praisonai recipe run ai-image-tagger \
  --input '{"input": "your-input-here"}' \
  --json

from praisonai.recipe import run, run_stream

result = run(
    "ai-image-tagger",
    input={
        "input": "your-input-here"
    }
)

print(f"Success: {result.ok}")
print(f"Output: {result.output}")

# Start server
praisonai serve recipe --port 8080

# Invoke
curl -X POST http://localhost:8080/v1/recipes/run \
  -H "Content-Type: application/json" \
  -d '{
    "recipe": "ai-image-tagger",
    "input": {"input": "your-input-here"}
  }'

{
  "ok": true,
  "run_id": "run_abc123",
  "recipe": "ai-image-tagger",
  "output": {},
  "artifacts": []
}