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help — Command Overview

ultrarag --help
usage: ultrarag [-h] {build,run,show} ...

UltraRAG CLI

positional arguments:
  {build,run,show}
    build           Build the configuration
    run             Run the pipeline with the given configuration
    show            Show UI interfaces

options:
  -h, --help        show this help message and exit

build — Build Configuration

Purpose: Automatically generate a unified parameter configuration file based on pipeline.yaml.
ultrarag build <CONFIG> [--log_level DEBUG|INFO|WARN|ERROR]
ArgumentDescription
<CONFIG>Path to the Pipeline configuration file, e.g., examples/pipeline.yaml
--log_levelLogging level, default is INFO

run — Execute Pipeline

Purpose: Start executing the Pipeline.
ultrarag run <CONFIG> [--param <PARAM_FILE>] [--log_level DEBUG|INFO|WARN|ERROR]
ArgumentDescription
<CONFIG>Path to the pipeline.yaml to execute
--param <PARAM_FILE>Custom parameter file path, overriding the default file in the parameter/ directory
--log_levelLogging level, default is INFO

show ui — Launch Web Control Interface

Purpose: Start the web-based UI.
ultrarag show ui [--host 127.0.0.1] [--port 5050] [--log_level DEBUG|INFO|WARN|ERROR]
ArgumentDescription
--hostHost IP address for the web service (default: 127.0.0.1)
--portPort for the web service (default: 5050)
--log_levelLogging level, default is INFO
After startup, open http://<host>:<port> in your browser to access the UI.