README.md

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title: README
emoji: 🌖
colorFrom: blue
colorTo: gray
sdk: static
pinned: false
---

<div align="center">

  <a href="https://factcheck.dei.unipd.it"><picture>
    <img src="https://raw.githubusercontent.com/FactCheck-AI/.github/main/profile/FactCheck-Logo.png" width="200" alt="FactCheck-AI Logo" />
  </picture></a>

### Advancing automated Knowledge Graph (KG) fact verification through Large Language Models (LLMs).

![](https://i.ibb.co/sJ7RhGG/image-41.png)

</div>


## 📂 Key Repositories

- **[FactCheck -- Benchmark](https://github.com/FactCheck-AI/FactCheck)**: Main repository for "FactCheck Benchmark" -- KG Validation via LLMs
- **[Exploration](https://github.com/FactCheck-AI/FactCheck-Exploration)**: Web-based platform enabling users to inspect every step involved in the RAG for the KG fact-checking.
- **[MockAPI](https://github.com/FactCheck-AI/FactCheck-MockAPI)**: A REST API for the FactCheck benchmark, designed to evaluate LLMs' capabilities in KG fact verification. It provides all the data through the MockAPI.

## 🔍 FactCheck-AI News
- 📣 NEW! **[MockAPI](https://factcheck-api.dei.unipd.it/)** is now available through unipd servers.

## 🔍 What We Do

We focus on creating systems that:

- Verify factual claims by cross-referencing structured knowledge bases.
- Utilize Retrieval-Augmented Generation to enhance the accuracy of fact-checking processes.
- Employ multiple LLMs to assess and validate information effectively.


## 🌐 Learn More

- **Website**: [factcheck.dei.unipd.it](https://factcheck.dei.unipd.it/)
- **API Access**: [factcheck-api.dei.unipd.it](https://factcheck-api.dei.unipd.it/)

## 🤝 Contributing

To get involved:

1. Explore our repositories and familiarize yourself with our work.
2. Check the issues section for tasks labeled "good first issue" or "help wanted."
3. Fork the repository, make your changes, and submit a pull request.

Please ensure you adhere to our [code of conduct](https://github.com/FactCheck-AI/.github/blob/main/CODE_OF_CONDUCT.md) and follow the [contribution guidelines](https://github.com/FactCheck-AI/.github/blob/main/CONTRIBUTING.md).

## 📫 Contact Us
We are part of the [Intelligent Information Integration and Analysis (IIIA)](https://iiia.dei.unipd.it/) research group at the [Department of Information Engineering (DEI)](https://www.dei.unipd.it/) of the [University of Padua](https://www.unipd.it/).

For inquiries, collaborations, or more information, please reach out through our [contact page](https://factcheck.dei.unipd.it/credits) or open an issue in the relevant repository.

Logo credit: ChatGpt.