mirror of
https://github.com/jcreek/AutomatedAssessmentFeedbackAgent.git
synced 2026-07-12 18:43:49 +00:00
chore(*): Add readme and license file
This commit is contained in:
@@ -1 +1,97 @@
|
||||
# AutomatedAssessmentFeedbackAgent
|
||||
# AI-Powered Automated Assessment and Feedback Agent
|
||||
|
||||
---
|
||||
|
||||
## 🏆 Hackathon Info
|
||||
|
||||
This project was developed for the [Microsoft Hack Together: AI Agents Hackathon](https://microsoft.github.io/AI_Agents_Hackathon/rules/) (April 8–30, 2025).
|
||||
|
||||
- See the [Official Rules](https://microsoft.github.io/AI_Agents_Hackathon/rules/)
|
||||
- Status: Hackathon prototype/MVP
|
||||
|
||||
---
|
||||
|
||||
|
||||
> An intelligent, automated system designed to significantly reduce teachers' workload by providing instant assessment and personalized feedback for student assignments.
|
||||
|
||||
---
|
||||
|
||||
## 🎯 Key Features
|
||||
|
||||
- **Automated Grading:** Instantly grades student submissions across various assignment types, including short answers, essays, and quizzes.
|
||||
- **Personalized Feedback:** Provides detailed, actionable feedback tailored to each student's individual performance and learning needs.
|
||||
- **Resource Recommendations:** Suggests targeted educational resources based on identified strengths and weaknesses to support ongoing learning.
|
||||
|
||||
---
|
||||
|
||||
## ⚙️ How It Works
|
||||
|
||||
1. **Teacher uploads student submissions** through an easy-to-use interface.
|
||||
2. **AI analysis powered by Azure OpenAI and Cognitive Services** quickly assesses student work.
|
||||
3. **Detailed, individualized feedback** is generated immediately, enabling teachers to efficiently review and share results with students.
|
||||
|
||||
---
|
||||
|
||||
## 🚀 Technical Stack
|
||||
|
||||
- **TypeScript:** Ensures reliability, maintainability, and scalability.
|
||||
- **Azure OpenAI:** Provides advanced NLP capabilities for nuanced and accurate assessment.
|
||||
- **Azure Cognitive Services:** Enhances semantic analysis for precise feedback generation.
|
||||
|
||||
---
|
||||
|
||||
## 📖 Educational Impact
|
||||
|
||||
- Reduces hours spent grading and marking.
|
||||
- Improves quality and consistency of student feedback.
|
||||
- Allows teachers more time to focus on direct student interaction and lesson planning.
|
||||
|
||||
---
|
||||
|
||||
## 🔮 Future Enhancements
|
||||
|
||||
- Integration with major Learning Management Systems (LMS) for streamlined workflow.
|
||||
- Expansion of supported assignment types and subjects.
|
||||
- Development of analytics dashboards for deeper insights into class performance.
|
||||
|
||||
---
|
||||
|
||||
## 📽️ Demonstration Video
|
||||
|
||||
[Coming soon: View a full demonstration of the agent in action.]
|
||||
|
||||
---
|
||||
|
||||
## 👥 Team
|
||||
- **Josh Creek**
|
||||
[jcreek.co.uk](https://jcreek.co.uk)
|
||||
|
||||
---
|
||||
|
||||
## 🛠️ Getting Started
|
||||
|
||||
This project uses [SvelteKit](https://kit.svelte.dev/) and [TypeScript](https://www.typescriptlang.org/) with [pnpm](https://pnpm.io/) as the package manager.
|
||||
|
||||
### Prerequisites
|
||||
- [Node.js](https://nodejs.org/) (v18 or newer recommended)
|
||||
- [pnpm](https://pnpm.io/installation)
|
||||
|
||||
### Installation & Running Locally
|
||||
```bash
|
||||
pnpm install
|
||||
pnpm dev
|
||||
```
|
||||
The app will be available at `http://localhost:5173` (or the port shown in your terminal).
|
||||
|
||||
---
|
||||
|
||||
## 📚 Resources
|
||||
- [Hack Together: AI Agents Hackathon – Introduction & Getting Started](https://www.youtube.com/watch?v=RNphlRKvmJQ)
|
||||
- [Hack Together: AI Agents Hackathon – Building Your Agent](https://www.youtube.com/watch?v=Aq30zfbWNSQ)
|
||||
|
||||
---
|
||||
|
||||
## 📌 License
|
||||
Licensed under the Business Source License 1.1.
|
||||
See LICENSE file for details.
|
||||
|
||||
|
||||
Reference in New Issue
Block a user