Groq

Portkey provides a robust and secure gateway to facilitate the integration of various Large Language Models (LLMs) into your applications, including Groq APIs.

With Portkey, you can take advantage of features like fast AI gateway access, observability, prompt management, and more, all while ensuring the secure management of your LLM API keys through a virtual key system.

Provider Slug: groq

Portkey SDK Integration with Groq Models

Portkey provides a consistent API to interact with models from various providers. To integrate Groq with Portkey:

1. Install the Portkey SDK

Add the Portkey SDK to your application to interact with Groq AI's API through Portkey's gateway.

NodeJS

npm install --save portkey-ai

Python

pip install portkey-ai

2. Initialize Portkey with the Virtual Key

To use Groq with Portkey, get your API key from here, then add it to Portkey to create the virtual key.

NodeJS SDK

import Portkey from 'portkey-ai'
 
const portkey = new Portkey({
    apiKey: "PORTKEY_API_KEY", // defaults to process.env["PORTKEY_API_KEY"]
    virtualKey: "VIRTUAL_KEY" // Your Groq Virtual Key
})

Python SDK

from portkey_ai import Portkey

portkey = Portkey(
    api_key="PORTKEY_API_KEY",  # Replace with your Portkey API key
    virtual_key="VIRTUAL_KEY"   # Replace with your virtual key for Groq
)

3. Invoke Chat Completions with Groq

Use the Portkey instance to send requests to Groq. You can also override the virtual key directly in the API call if needed.

NodeJS SDK

const chatCompletion = await portkey.chat.completions.create({
    messages: [{ role: 'user', content: 'Say this is a test' }],
    model: 'mixtral-8x7b-32768',
});

console.log(chatCompletion.choices);

Python SDK

completion = portkey.chat.completions.create(
    messages= [{ "role": 'user', "content": 'Say this is a test' }],
    model= 'mistral-medium'
)

print(completion)

Managing Groq Prompts

You can manage all prompts to Groq in the Prompt Library. All the current models of Groq are supported and you can easily start testing different prompts.

Once you're ready with your prompt, you can use the portkey.prompts.completions.create interface to use the prompt in your application.

Supported Models

Model Name	Model String to Use in API calls
Llama3 8B	llama3-8b-8192
Llama3 70B	llama3-70b-8192
Mixtral 8x7b	mixtral-8x7b-32768
Gemma 7b	gemma-7b-it

The complete list of features supported in the SDK are available on the link below.

SDK

You'll find more information in the relevant sections:

1. Add metadata to your requests

2. Add gateway configs to your Groq requests

3. Tracing Groq requests

4. Setup a fallback from OpenAI to Groq APIs