# [WebLINX: Real-World Website Navigation with Multi-Turn Dialogue](https://mcgill-nlp.github.io/weblinx)

*Xing Han Lù, Zdeněk Kasner, Siva Reddy*


## Quickstart

To get started, simply install `datasets` with `pip install datasets` and load the chat data splits:

```python
from datasets import load_dataset

# Load the training, validation and test (IID) splits
train = load_dataset("McGill-NLP/weblinx", "train")
val = load_dataset("McGill-NLP/weblinx", "valid")
test = load_dataset("McGill-NLP/weblinx", "test")

# Load one of the 4 out-of-domain splits (web, vis, geo, cat)
ood = load_dataset("McGill-NLP/weblinx", "web")
```

## Raw Data

To use the raw data, you will need to use the `huggingface_hub`:

```python
from huggingface_hub import snapshot_download

snapshot_download(repo_id="McGill-NLP/WebLINX", repo_type="dataset", local_dir="./data/webtasks")
```