Task Extractor

Task Extractor

This demo showcases how the MiniLM-L12-v2 model can be used to detect the meaning of sentences and extract task-related parameters using vector similarity.

⚠️ Limitation: The task description, assignee, and deadline must be written in separate sentences for the model to correctly identify them.

Examples of task statements:

• "The task is to complete the API integration. Emily Carter is assigned to this. The deadline is the end of the month."
• "The user documentation needs to be updated. John Doe will handle this task. Please ensure it's done by next Monday."
• "Refactoring the payment module is required. Alice Smith is responsible for this. The work should be finished by September 30."
• "The presentation slides must be prepared. Bob Johnson will take care of it. They need to be ready by October 5."
• "Reviewing the project proposal and submitting feedback is the task. Dave Martin is assigned. He should complete it by next Wednesday."
• "The database queries need optimization. Emily Carter will work on this. The task must be completed by October 10."
• "Deploying the new version to production is the goal. Frank Lee is responsible. He should finish by September 28."
• "Unit tests for the reporting module must be written. Alice Smith will handle this. The deadline is next Wednesday."
• "Researching new API integrations is required. Assign to Jack Nicholson. The task should be completed by October 15."