How To: Upload Evaluation Key

The Evaluation Key (EVK) enables efficient low-latency interactions with a specific AI model. To upload this key, you’ll need a User Access Token provided by the customer for the specific AI model.

This process consists of two parts: generating a key pair (secret and evaluation keys) and publishing the EVK to Lattica’s backend.

Overview of the Process

Generate Key Pair:

A Secret Key is generated and remains securely in the Query Client. Only the end-user has access to this key, which is later used for encrypting and decrypting messages.
An Evaluation Key (EVK) is also generated. This key is used during query processing for validation and secure computations.

Publish Evaluation Key:

The generated EVK is uploaded to Lattica’s backend. This ensures the backend is configured for processing encrypted queries for the specified AI model.

The Evaluation Key is generated only once per setup and can be used for ongoing encrypted interactions.

Use the following code snippet to upload an Evaluation Key.

Ensure you have the User Access Token ready, as this token specifies the AI model for which the secret and evaluation keys will be generated.

import lattica_common.app_api as agent_app

# Notice your query token expires in 30 days
query_token = "the_query_token_you_got_using_the_generate_user_token"

# user_data is a tuple of: 
# (serialized_context, serialized_secret_key, serialized_homseq)
# which you need for encrypting the query and querying the model
user_data = agent_app.user.query_offline_phase(query_token)

import { LatticaQueryClient } from 'lattica-query-client';

const client = new LatticaQueryClient('your-jwt-query-token');

// Uploaded the EK
const initialized = await client.init();
if (!initialized) {
  console.error('Initialization failed: The EK was not successfully uploaded.');
  throw new Error('EK upload failed.');
}
console.log('EK uploaded successfully.');

Parameters

JWT Access Token: A unique identifier created by the AI Provider.

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Last updated 1 year ago

hashtagOverview of the Process

hashtagGenerate Key Pair:

hashtagPublish Evaluation Key:

hashtagParameters

Overview of the Process

Generate Key Pair:

Publish Evaluation Key:

Parameters