Integrate IBM Watson with Notion
- Make sure you have a Notion account and create a workspace for integrating IBM Watson services.
- Sign up for an IBM Cloud account if you haven't already. Navigate to the Watson services section and select the desired IBM Watson service (e.g., Watson Assistant, Watson Discovery)
- Create an instance of the selected Watson service and take note of the API credentials provided (API Key, URL).
Setup IBM Watson API
- To interact programmatically, use IBM Watson's official SDK for your preferred programming language (Node.js, Python, etc.) Make sure to install the SDK using your terminal.
- Example for Python:
pip install --upgrade ibm-watson
- Use the following template to establish a connection with Watson in Python:
from ibm_watson import AssistantV2
from ibm_cloud_sdk_core.authenticators import IAMAuthenticator
apikey = 'your-api-key'
url = 'your-service-url'
authenticator = IAMAuthenticator(apikey)
assistant = AssistantV2(version='2021-06-14', authenticator=authenticator)
assistant.set_service_url(url)
Notion API Setup
- Register for Notion API if you haven't already. Create an integration through their developer portal to obtain your Notion API Token.
- Once you have your Notion integration token, use it to programmatically access your Notion database.
- Utilize a wrapper or SDK specific to Notion to easily interact with your database. For example, using JavaScript:
npm install @notionhq/client
- Sample code for initializing the Notion client:
const { Client } = require('@notionhq/client');
const notion = new Client({ auth: process.env.NOTION_API_KEY });
// Function to retrieve database information
async function getDatabase(){
const response = await notion.databases.query({
database_id: process.env.NOTION_DATABASE_ID,
});
console.log(response);
}
Integrating IBM Watson with Notion
- Create a middleware layer or script to facilitate data exchange between IBM Watson and Notion.
- Implement logic to send requests to Watson, process responses, and subsequently update or query Notion.
- A Python example to demonstrate conceptually:
import requests
def add_to_notion(data):
url = 'https://api.notion.com/v1/pages'
headers = {
'Authorization': 'Bearer YOUR_NOTION_TOKEN',
'Content-Type': 'application/json',
'Notion-Version': '2021-05-13'
}
json_data = {
# JSON data structure to add to your notion database
}
response = requests.post(url, headers=headers, json=json_data)
print(response.status_code)
def query_watson(input_text):
response = assistant.message_stateless(
assistant_id='YOUR_ASSISTANT_ID',
input={
'message_type': 'text',
'text': input_text
}
).get_result()
return response['output']['generic'][0]['text']
# Example flow
user_input = "Example input text"
watson_response = query_watson(user_input)
add_to_notion(watson_response)
- Ensure Notion API is used according to its current version guidelines to maintain compatibility. You may need to adjust JSON structures based on your database schema.