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community: add Yuque document loader
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{ | ||
"cells": [ | ||
{ | ||
"cell_type": "markdown", | ||
"id": "66a7777e", | ||
"metadata": {}, | ||
"source": [ | ||
"# Yuque\n", | ||
"\n", | ||
">[Yuque](https://www.yuque.com/) is a professional cloud-based knowledge base for team collaboration in documentation.\n", | ||
"\n", | ||
"This notebook covers how to load documents from `Yuque`.\n", | ||
"\n", | ||
"You can obtain the personal access token by clicking on your personal avatar in the [Personal Settings](https://www.yuque.com/settings/tokens) page." | ||
] | ||
}, | ||
{ | ||
"cell_type": "code", | ||
"execution_count": null, | ||
"id": "9ec8a3b3", | ||
"metadata": { | ||
"tags": [] | ||
}, | ||
"outputs": [], | ||
"source": [ | ||
"from langchain_community.document_loaders import YuqueLoader" | ||
] | ||
}, | ||
{ | ||
"cell_type": "code", | ||
"outputs": [], | ||
"source": [ | ||
"loader = YuqueLoader(access_token=\"<your_personal_access_token>\")" | ||
], | ||
"metadata": { | ||
"collapsed": false | ||
}, | ||
"id": "2ea958f0327ed6e8" | ||
}, | ||
{ | ||
"cell_type": "code", | ||
"execution_count": null, | ||
"id": "3470dadf", | ||
"metadata": { | ||
"collapsed": false, | ||
"pycharm": { | ||
"name": "#%%\n" | ||
} | ||
}, | ||
"outputs": [], | ||
"source": [ | ||
"docs = loader.load()" | ||
] | ||
} | ||
], | ||
"metadata": { | ||
"kernelspec": { | ||
"display_name": "Python 3 (ipykernel)", | ||
"language": "python", | ||
"name": "python3" | ||
}, | ||
"language_info": { | ||
"codemirror_mode": { | ||
"name": "ipython", | ||
"version": 3 | ||
}, | ||
"file_extension": ".py", | ||
"mimetype": "text/x-python", | ||
"name": "python", | ||
"nbconvert_exporter": "python", | ||
"pygments_lexer": "ipython3", | ||
"version": "3.10.6" | ||
} | ||
}, | ||
"nbformat": 4, | ||
"nbformat_minor": 5 | ||
} |
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92
libs/community/langchain_community/document_loaders/yuque.py
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import re | ||
from typing import List, Dict, Iterator | ||
import requests | ||
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from langchain_core.documents import Document | ||
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from langchain_community.document_loaders.base import BaseLoader | ||
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class YuqueLoader(BaseLoader): | ||
"""Load documents from `Yuque`.""" | ||
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def __init__(self, access_token: str, api_url: str = "https://www.yuque.com"): | ||
"""Initialize with Yuque access_token and api_url. | ||
Args: | ||
access_token: Personal access token - see https://www.yuque.com/settings/tokens. | ||
api_url: Yuque API url. | ||
""" | ||
self.access_token = access_token | ||
self.api_url = api_url | ||
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@property | ||
def headers(self) -> Dict[str, str]: | ||
return { | ||
"Content-Type": "application/json", | ||
"X-Auth-Token": self.access_token, | ||
} | ||
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def get_user_id(self) -> int: | ||
url = f"{self.api_url}/api/v2/user" | ||
response = self.http_get(url=url) | ||
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return response["data"]["id"] | ||
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def get_books(self, user_id: int) -> List[Dict]: | ||
url = f"{self.api_url}/api/v2/users/{user_id}/repos" | ||
response = self.http_get(url=url) | ||
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return response["data"] | ||
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def get_document_ids(self, book_id: int) -> List[int]: | ||
url = f"{self.api_url}/api/v2/repos/{book_id}/docs" | ||
response = self.http_get(url=url) | ||
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return [document["id"] for document in response["data"]] | ||
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def get_document(self, book_id: int, document_id: int) -> Dict: | ||
url = f"{self.api_url}/api/v2/repos/{book_id}/docs/{document_id}" | ||
response = self.http_get(url=url) | ||
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return response["data"] | ||
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def parse_document(self, document: Dict) -> Document: | ||
content = self.parse_document_body(document["body"]) | ||
metadata = { | ||
"title": document["title"], | ||
"description": document["description"], | ||
"created_at": document["created_at"], | ||
"updated_at": document["updated_at"], | ||
} | ||
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return Document(page_content=content, metadata=metadata) | ||
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@staticmethod | ||
def parse_document_body(body: str) -> str: | ||
result = re.sub(r'<a name="(.*)"></a>', "", body) | ||
result = re.sub(r'<br\s*/?>', '', result) | ||
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return result | ||
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def http_get(self, url: str) -> Dict: | ||
response = requests.get(url, headers=self.headers) | ||
response.raise_for_status() | ||
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return response.json() | ||
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def get_documents(self) -> Iterator[Document]: | ||
user_id = self.get_user_id() | ||
books = self.get_books(user_id) | ||
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for book in books: | ||
book_id = book["id"] | ||
document_ids = self.get_document_ids(book_id) | ||
for document_id in document_ids: | ||
document = self.get_document(book_id, document_id) | ||
parsed_document = self.parse_document(document) | ||
yield parsed_document | ||
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def load(self) -> List[Document]: | ||
"""Load documents from `Yuque`.""" | ||
return list(self.get_documents()) |