Search personalization

[ManyTheFish]

Feature name	How to enable	Description	Missing for stabilization
Personalized post reranking	To enable the personalization reranking, you can export the env variable, the command line argument, or the config file. # You can either use this environment variable MEILI_EXPERIMENTAL_PERSONALIZATION_API_KEY="your_cohere_api_key_here" # directly use this CLI argument (150 cache entries) --experimental-personalization-api-key="your_cohere_api_key_here" # Or via the config file (150 cache entries) experimental_personalization_api_key = "your_cohere_api_key_here"	Enable the search personalization post reraking.	This solution is an experiment to evaluate AI-based and post-reranking personalization. This may not be the final solution.

Availability

version: 1.25.0

How to use the feature?

Cloud

1. Create a support ticket on the cloud, requesting to activate the personalization, and we will set up everything for you.
2. When the feature is activated, add a personalize object to your search requests:

{
  "q": "laptop",
  "personalize": {
    "userContext": "User is a graphic designer who needs high-performance hardware for video editing"
  }
}

OSS

1. Get a Cohere API key from cohere.ai
2. Set the environment variable:

export MEILI_EXPERIMENTAL_PERSONALIZATION_API_KEY="your_cohere_api_key_here"

3. Add a personalize object to your search requests:

{
  "q": "laptop",
  "personalize": {
    "userContext": "User is a graphic designer who needs high-performance hardware for video editing"
  }
}

🗣️ You are welcome to give feedback about the score details or ask any question on its usage; we are eager to collect feedback on the feature

[dej4vu]

Can i customize PERSONALIZATION_API provider?
I perfer to use local provider rather than cohere, thanks.

[curquiza]

Hello
Sorry no it's not possible at the moment