README.md

metadata

title: Triple-R Fact Checking
emoji: 🤖
colorFrom: green
colorTo: green
sdk: docker
app_port: 7860
short_description: Fact-checking with RAG, XGBoost & MLflow on LIAR dataset
pinned: false

Triple-R Fact Checking

An end-to-end MLOps project for fact-checking political statements using Machine Learning.

Features

• TF-IDF Feature Engineering
• Logistic Regression Classifier
• MLflow Experiment Tracking
• FastAPI REST API
• Docker Containerization
• GitHub Actions CI/CD

API Documentation

Once deployed, Swagger documentation is available at:

/docs

Example Request

{
  "claim": "The Earth is flat"
}

Example Response

{
  "prediction": "false"
}

Tech Stack

• Python
• Scikit-Learn
• FastAPI
• MLflow
• Docker
• GitHub Actions

Author

Hicham Abadour Software Engineering & AI Student ENSA Oujda