Notion Reader

Demonstrates our Notion data connector

python

%pip install llama-index-readers-notion

python

import logging
import sys

logging.basicConfig(stream=sys.stdout, level=logging.INFO)
logging.getLogger().addHandler(logging.StreamHandler(stream=sys.stdout))

If you're opening this Notebook on colab, you will probably need to install LlamaIndex 🦙.

python

!pip install llama-index

python

from llama_index.core import SummaryIndex
from llama_index.readers.notion import NotionPageReader
from IPython.display import Markdown, display
import os

python

integration_token = os.getenv("NOTION_INTEGRATION_TOKEN")
page_ids = ["<page_id>"]
documents = NotionPageReader(integration_token=integration_token).load_data(
    page_ids=page_ids
)

python

index = SummaryIndex.from_documents(documents)

python

# set Logging to DEBUG for more detailed outputs
query_engine = index.as_query_engine()
response = query_engine.query("<query_text>")

python

display(Markdown(f"<b>{response}</b>"))

You can also pass the id of a database to index all the pages in that database:

python

database_ids = ["<database-id>"]

# https://developers.notion.com/docs/working-with-databases for how to find your database id

documents = NotionPageReader(integration_token=integration_token).load_data(
    database_ids=database_ids
)

print(documents)

python

# set Logging to DEBUG for more detailed outputs
index = SummaryIndex.from_documents(documents)
query_engine = index.as_query_engine()
response = query_engine.query("<query_text>")
display(Markdown(f"<b>{response}</b>"))

To list all databases in your Notion workspace:

python

reader = NotionPageReader(integration_token=integration_token)
databases = reader.list_databases()
print(databases)