Update README.md

README.md

@@ -20,4 +20,91 @@ configs:
   data_files:
   - split: train
     path: data/train-*
+license: apache-2.0
+language:
+- es
+tags:
+- legal
+size_categories:
+- n<1K
 ---
+
+
+```python
+# -*- coding: utf-8 -*-
+"""
+Automatically generated by Colab.
+
+Original file is located at
+    https://colab.research.google.com/drive/1iAhLoc8FxHXijhyljdKhrIJbn342bhPD
+"""
+
+# Commented out IPython magic to ensure Python compatibility.
+# %pip install --upgrade langchain datasets
+
+import requests
+from bs4 import BeautifulSoup
+
+CONFIG = {
+    'title': 'Constitución Española',
+    'url': "https://www.boe.es/diario_boe/xml.php?id=BOE-A-1978-31229",
+    'chunk_size': 1300,
+    'chunk_overlap': 150,
+}
+
+"""# Downloading BOE document"""
+
+response = requests.get(CONFIG['url'])
+response.raise_for_status()
+soup = BeautifulSoup(response.text, "lxml")
+
+filename = "constitucion.txt"
+with open(filename, 'w') as fn:
+    text = soup.select_one("documento > texto").get_text()
+    fn.write(text)
+
+"""# Splitting by chunks the document"""
+
+from langchain_community.document_loaders import TextLoader
+
+loader = TextLoader(filename)
+document = loader.load()
+
+from langchain.text_splitter import RecursiveCharacterTextSplitter
+
+text_splitter = RecursiveCharacterTextSplitter(
+    chunk_size=CONFIG["chunk_size"],
+    chunk_overlap=CONFIG["chunk_overlap"],
+)
+
+docs_chunks = text_splitter.split_documents(document)
+
+print(len(docs_chunks))
+
+docs_chunks
+
+"""# Loading chunks in a dataset"""
+
+from datasets import Dataset
+
+data_dict = {
+    'id': [],
+    'url': [],
+    'title': [],
+    'content': []
+}
+
+for idx, chunk in enumerate(docs_chunks):
+  data_dict['id'].append(idx)
+  data_dict['url'].append(CONFIG['url'])
+  data_dict['title'].append(CONFIG['title'])
+  data_dict['content'].append(chunk.page_content)
+
+dataset = Dataset.from_dict(data_dict)
+
+"""# Loading to HuggingFace"""
+
+# !huggingface-cli login
+
+dataset.push_to_hub("dariolopez/justicio-BOE-A-1978-31229-constitucion-100-chunks")
+```