Google Palm

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

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Portkey SDK Integration with Google Palm

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

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1. Install the Portkey SDK

Add the Portkey SDK to your application to interact with Google Palm’s API through Portkey’s gateway.

npm install --save portkey-ai

npm install --save portkey-ai

pip install portkey-ai

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2. Initialize Portkey with the Virtual Key

Set up Portkey with your virtual key as part of the initialization configuration. You can create a virtual key for Google Palm in the UI.

import Portkey from 'portkey-ai'


const portkey = new Portkey({

    apiKey: "PORTKEY_API_KEY", // defaults to process.env["PORTKEY_API_KEY"]

    provider:"@PROVIDER" // Your Google Palm Virtual Key

})

import Portkey from 'portkey-ai'


const portkey = new Portkey({

    apiKey: "PORTKEY_API_KEY", // defaults to process.env["PORTKEY_API_KEY"]

    provider:"@PROVIDER" // Your Google Palm Virtual Key

})

from portkey_ai import Portkey

portkey = Portkey(

    api_key="PORTKEY_API_KEY",  # Replace with your Portkey API key

    provider="@PROVIDER"   # Replace with your virtual key for Google Palm

)

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3. Invoke Chat Completions with Google Palm

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

const chatCompletion = await portkey.chat.completions.create({

    messages: [{ role: 'user', content: 'Say this is a test' }],

    model: 'chat-bison-001',

});

console.log(chatCompletion.choices);

const chatCompletion = await portkey.chat.completions.create({

    messages: [{ role: 'user', content: 'Say this is a test' }],

    model: 'chat-bison-001',

});

console.log(chatCompletion.choices);

completion = portkey.chat.completions.create(

    messages= [{ "role": 'user', "content": 'Say this is a test' }],

    model= 'chat-bison-001'

)

print(completion)

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Managing Google Palm Prompts

You can manage all prompts to Google Palm in the Prompt Library. All the current models of Google Palm 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.

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Next Steps

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

You’ll find more information in the relevant sections:

1. Add metadata to your requests
2. Add gateway configs to your Palm requests
3. Tracing Google Palm requests
4. Setup a fallback from OpenAI to Palm APIs