Below is the documentation for integrating Reconify with OpenAI via Node NPM 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 integrate in Node.js is with the NPM module.
npm install reconify --save
import {reconifyOpenAIHandler} from 'reconify';
Prior to initializing the Reconify module, make sure to import and initialize the OpenAI module.
import { OpenAI } from "openai";
const openai = new OpenAI({
apiKey: process.env.OPENAI_API_KEY
});
Initialize the module passing in the openai object and the keys created above.
const reconify = reconifyOpenAIHandler(openai, {
appKey: process.env.RECONIFY_APP_KEY,
apiKey: process.env.RECONIFY_API_KEY,
})
This is all that is needed, and the NPM takes care of the rest when you call either openai.createCompletion or openai.createChatCompletion.
You can optionally turn on "debug" mode by passing in "debug: true" in the JSON above. This will print debug messages to the console.
You can also disable image tracking, by passing in "trackImages : false" in the JSON.
const reconify = reconifyOpenAIHandler(openai, {
appKey: process.env.RECONIFY_APP_KEY,
apiKey: process.env.RECONIFY_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.
reconify.setUser ({
"userId": "123",
"isAuthenticated": 1,
"firstName": "Francis",
"lastName": "Smith",
"email": "",
"phone": "",
"gender": "female"
});
The session ID is a simple string.
reconify.setSession('MySessionId');
import { OpenAI } from "openai";
import { reconifyOpenAIHandler } from 'reconify';
const openai = new OpenAI({
apiKey: process.env.OPENAI_API_KEY,
});
const reconify = reconifyOpenAIHandler(openai, {
appKey: process.env.RECONIFY_APP_KEY,
apiKey: process.env.RECONIFY_API_KEY,
});
reconify.setUser({
userId: "12345",
isAuthenticated: 1,
firstName: "Jim",
lastName: "Stand",
gender: "male"
});
const completion = await openai.chat.completions.create({
model: "gpt-3.5-turbo",
messages: [
{role: "system", content: "you are an expert on commedians"},
{role: "user", content: "tell a joke about cats like eddie murphy"}
],
});
import { OpenAI } from "openai";
import { reconifyOpenAIHandler } from 'reconify';
const openai = new OpenAI({
apiKey: process.env.OPENAI_API_KEY,
});
const reconify = reconifyOpenAIHandler(openai, {
appKey: process.env.RECONIFY_APP_KEY,
apiKey: process.env.RECONIFY_API_KEY,
});
reconify.setUser({
userId: "12345",
isAuthenticated: 1,
firstName: "Jim",
lastName: "Stand",
gender: "male"
});
const completion = await openai.completions.create({
model: "text-davinci-003",
prompt: "write a haiku about cats",
max_tokens: 100,
temperature: 0,
});
import { OpenAI } from "openai";
import { reconifyOpenAIHandler } from 'reconify';
const openai = new OpenAI({
apiKey: process.env.OPENAI_API_KEY,
});
const reconify = reconifyOpenAIHandler(openai, {
appKey: process.env.RECONIFY_APP_KEY,
apiKey: process.env.RECONIFY_API_KEY,
});
reconify.setUser({
userId: "12345",
isAuthenticated: 1,
firstName: "Jim",
lastName: "Stand",
gender: "male"
});
const result = await openai.images.generate({
model: "dall-e-3",
prompt: "a cat on the moon",
n: 1,
size: "1024x1024",
response_format: "url",
});
