Create a task with UI
Run the UI Service¶
The UI for this project is built using Streamlit and is located in the apps directory. To launch the GraSP UI locally, use the provided shell script:
./run_ui.sh
If you're running it for the first time, make sure the script is executable:
chmod +x run_ui.sh
To run it on a custom port (e.g., 8502):
./run_ui.sh 8502
Steps to create task¶
The Streamlit-based user interface provides a comprehensive set of tools to manage models and configure task flows in an interactive manner. Below are the key features:
1. Model Management¶
Users can view all registered models along with their current status (active or inactive). The interface allows manual refreshing of model statuses to ensure accuracy. Additionally, users can register new models by providing essential details such as base URL, model name, type, and any custom configuration parameters.
2. Review Existing Tasks¶
Users can explore previously defined task flows through an interactive visual interface. This includes: - Viewing the task's directed graph structure - Inspecting individual node configurations - Understanding the data flow and logic for each task
3. Create a New Task Flow from Scratch¶
The UI guides users through the complete process of creating a new task flow:
- Filling in data_config parameters
- Constructing the task graph by defining nodes and edges
- Defining the output_config section
- Automatically generating the required graph_config.yaml and task_executor.py files
- Reviewing and publishing the complete task setup
4. Create a New Task Flow Based on Existing Flows¶
Users can use existing task flows as templates, modify them as needed, and publish new customized task flows. This streamlines the task creation process by leveraging previously defined components.