Building an AI-Powered Task Manager with FastAPI
Ghulaam Rasool
AI Enthusiast | Neo4j Certified | Technical Project Manager | Solution Architect
In today's fast-paced world, managing tasks efficiently is crucial. To streamline task management, I built a FastAPI Task Manager that leverages AI to automatically classify tasks based on priority and category.
Why FastAPI?
FastAPI is a modern web framework that provides high performance, automatic API documentation, and seamless integration with Python-based AI tools. By combining FastAPI with Hugging Face's Transformers, I was able to automate task classification with NLP.
Key Features:
? AI-Powered Task Classification: Tasks are automatically categorized based on their descriptions.
? Fast & Scalable API: Built using FastAPI for high performance.
? Seamless Frontend Integration: Enabled CORS to allow cross-origin requests.
? Database-Backed Storage: Uses SQLAlchemy to store and manage tasks.
How It Works:
1?? The user submits a task description.
2?? AI Model classifies the task into a priority & category.
3?? Task is stored in the database and retrieved via API.
Code & Setup:
The entire project is open-source and available on GitHub. Setting up the API is simple:
https://github.com/joblesspoet/fastapi-task-manager
Future Enhancements:
?? Integrating a frontend for a complete task management solution.
?? Enhancing AI classification with more robust NLP models.
?? Adding user authentication for personalized task tracking.