Github

Portkey provides a robust and secure gateway to facilitate the integration of various Large Language Models (LLMs) into your applications, including the models hosted on Github Models Marketplace.

Provider Slug: github

Portkey SDK Integration with Github Models

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

1. Install the Portkey SDK

NodeJS

npm install --save portkey-ai

Python

pip install -U portkey-ai

2. Initialize Portkey with Github Models

To use Github 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"]
    provider:"@GITHUB_PROVIDER" // Your Github Models virtual key
})

Python SDK

from portkey_ai import Portkey

portkey = Portkey(
    api_key ="PORTKEY_API_KEY",  # Replace with your Portkey API key
    provider="@GITHUB_PROVIDER" # Your Github Models virtual key
)

3. Invoke Chat Completions

NodeJS SDK

const chatCompletion = await portkey.chat.completions.create({
    messages: [{ role: 'user', content: 'Say this is a test' }],
    model: 'Phi-3-small-128k-instruct',
});

console.log(chatCompletion.choices);

Python SDK

completion = portkey.chat.completions.create(
    messages= [{ "role": 'user', "content": 'Say this is a test' }],
    model= 'Phi-3-small-128k-instruct'
)

print(completion)

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Supported Models

Portkey supports all the models (both Chat/completion and Embeddings capabilities) on the Github Models marketplace.

Next Steps

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 requests requests
3. Tracing Github requests
4. Setup a fallback from OpenAI to Github