Below is the documentation for integrating Reconify with OpenAI via Python PIP module.
Currently we support Chat, Completion, and Image actions on OpenAI.
The first step is to create an account at app.reconify.com.
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.
The easiest way to get started is to use the PIP module.
pip install reconify
from reconify import reconifyOpenAIHandler
Prior to initializing the Reconify module, make sure to import and initialize the OpenAI module
from openai import OpenAI
openai_client = OpenAI(api_key = "YOUR_OPENAI_KEY")
Configure the instance of Reconify passing the OpenAI instance along with the Reconify API_KEY and APP_KEY created above.
reconifyOpenAIHandler.config(openai_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 when you call either openai.Completion.create or openai.ChatCompletion.create.
You can optionally turn on "debug" mode by passing in "debug = True" in the method above. This will print debug messages to the console.
You can also disable image tracking, by passing in "trackImages = False" in the method.
reconifyOpenAIHandler.config(openai_client,
appKey = "YOUR_APP_KEY",
apiKey = "YOUR_API_KEY",
debug = True,
)
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.
reconifyOpenAIHandler.setUser ({
"userId": "123",
"isAuthenticated": 1,
"firstName": "Francis",
"lastName": "Smith",
"email": "",
"phone": "",
"gender": "female"
});
The session ID is a simple string.
reconifyOpenAIHandler.setSession('MySessionId');
from openai import OpenAI
from reconify import reconifyOpenAIHandler
openai_client = OpenAI(api_key = "YOUR_OPENAI_KEY")
reconifyOpenAIHandler.config(openai_client,
appKey = 'Your_App_Key',
apiKey = 'Your_Api_Key'
)
reconifyOpenAIHandler.setUser({
"userId": "12345",
"isAuthenticated": 1,
"firstName": "Jim",
"lastName": "Stand",
"gender": "male"
})
response = openai_client.chat.completions.create(
model="gpt-3.5-turbo",
messages=[
{"role": "system", "content": "You are an expert on comedians."},
{"role": "user", "content": "Tell a joke about cats"},
],
temperature=0,
)
from openai import OpenAI
from reconify import reconifyOpenAIHandler
openai_client = OpenAI(api_key = "YOUR_OPENAI_KEY")
reconifyOpenAIHandler.config(openai_client,
appKey = 'Your_App_Key',
apiKey = 'Your_Api_Key'
)
reconifyOpenAIHandler.setUser({
"userId": "12345",
"isAuthenticated": 1,
"firstName": "Jim",
"lastName": "Stand",
"gender": "male"
})
response = openai_client.completions.create(
model="text-davinci-003",
prompt="write a haiku about cats",
max_tokens: 100,
temperature=0,
)
from openai import OpenAI
from reconify import reconifyOpenAIHandler
openai_client = OpenAI(api_key = "YOUR_OPENAI_KEY")
reconifyOpenAIHandler.config(openai_client,
appKey = 'Your_App_Key',
apiKey = 'Your_Api_Key'
)
reconifyOpenAIHandler.setUser({
"userId": "12345",
"isAuthenticated": 1,
"firstName": "Jim",
"lastName": "Stand",
"gender": "male"
})
response = openai_client.images.generate(
model = "dall-e-3"
prompt = "a cat on the moon",
n = 1,
size = "1024x1024",
response_format = "url"
)
