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langchain/libs/community/langchain_community/document_loaders/airtable.py

41 lines
1.3 KiB
Python

from typing import Iterator, List
from langchain_core.documents import Document
from langchain_community.document_loaders.base import BaseLoader
class AirtableLoader(BaseLoader):
"""Load the `Airtable` tables."""
def __init__(self, api_token: str, table_id: str, base_id: str):
"""Initialize with API token and the IDs for table and base"""
self.api_token = api_token
"""Airtable API token."""
self.table_id = table_id
"""Airtable table ID."""
self.base_id = base_id
"""Airtable base ID."""
def lazy_load(self) -> Iterator[Document]:
"""Lazy load Documents from table."""
from pyairtable import Table
table = Table(self.api_token, self.base_id, self.table_id)
records = table.all()
for record in records:
# Need to convert record from dict to str
yield Document(
page_content=str(record),
metadata={
"source": self.base_id + "_" + self.table_id,
"base_id": self.base_id,
"table_id": self.table_id,
},
)
def load(self) -> List[Document]:
"""Load Documents from table."""
return list(self.lazy_load())