Python Documentation for Cohere

Below is the documentation for integrating Reconify with Cohere via Python PIP module.

Currently we support chat and generate completions on Cohere.

If you are using Amazon Bedrock, refer to the Bedrock Python documentation.

Get started - Create an account

The first step is to create an account at app.reconify.com.

Generate API and APP Keys

In the Reconify console, add an Application to your account. This will generate both an API_KEY and an APP_KEY which will be used in the code below to send data to Reconify.

Python Integration

The easiest way to get started is to use the PIP module.

Install the module

pip install reconify

Import the module

from reconify import reconifyCohereHandler

Initialize the module

Prior to initializing the Reconify module, make sure to import and initialize the Cohere module

from cohere import Client
cohere_client = Client('YOUR_COHERE_KEY')

Configure the instance of Reconify passing the Cohere instance along with the Reconify API_KEY and APP_KEY created above.

reconifyCohereHandler.config(cohere_client,  
appKey = "YOUR_APP_KEY",
apiKey = "YOUR_API_KEY",
)

This is all that is needed for the basic integration. The module takes care of the rest.

Optional initialization parameters

You can optionally turn on "debug" mode by passing in "debug = True" in the method above. This will print debug messages to the console.

reconifyCohereHandler.config(cohere_client,  
appKey = "YOUR_APP_KEY",
apiKey = "YOUR_API_KEY",
debug = True,
)

Optional methods

You can optionally pass in a user object or session ID to be used in the analytics reporting. The session ID will be used to group interactions together in the same session transcript.

The user object should include a unique userId, the other fields are optional.

reconifyCohereHandler.setUser ({
  "userId": "123",
  "isAuthenticated": 1,
  "firstName": "Francis",
  "lastName": "Smith",
  "email": "",
  "phone": "",
  "gender": "female"
});

The session ID is a simple string.

reconifyCohereHandler.setSession('MySessionId');

Chat Example

from cohere import Client
from reconify import reconifyCohereHandler

cohere_client = Client('YOUR_COHERE_KEY')

reconifyCohereHandler.config(cohere_client,
 appKey = 'Your_App_Key',
 apiKey = 'Your_Api_Key'
)

reconifyCohereHandler.setUser({
 "userId": "12345",
 "firstName": "Jim",
 "lastName": "Smith"
})

response = cohere_client.chat(
 model="command",
 message="tell me a good cat joke"
)

Generate Example

from cohere import Client
from reconify import reconifyCohereHandler

cohere_client = Client('YOUR_COHERE_KEY')

reconifyCohereHandler.config(cohere_client,
 appKey = 'Your_App_Key',
 apiKey = 'Your_Api_Key'
)

reconifyCohereHandler.setUser({
 "userId": "12345",
 "firstName": "Jim",
 "lastName": "Smith"
})

response = cohere_client.generate(
 model="command",
 prompt="write a cat haiku",
 max_tokens=300
)