Use Case APILucidworks AI
Table of Contents
The Lucidworks AI Use Case API returns a list of each use case and its associated models.
You can enter the values returned in the response of the Use Case API in the:
-
LWAI Prediction API use case requests
-
Lucidworks AI Async Prediction API use case requests
Prerequisites
To use this API, you need:
-
The unique
APPLICATION_IDfor your Lucidworks AI application. For more information, see credentials to use APIs. -
A bearer token generated with a scope value of
machinelearning.predict. For more information, see Authentication API.
Request
curl --request GET \
--url https://APPLICATION_ID.applications.lucidworks.com/ai/usecase\
--header 'Authorization: Bearer ACCESS_TOKEN'Prediction API Response
The following example response lists some of the supported models. For a complete list of supported models, see Generative AI models.
[
{
"useCase": "embedding",
"models": [
{
"id": "e5-small-v2",
"name": "e5-small-v2",
"modelType": "shared",
"vectorSize": 384
},
{
"id": "text-encoder",
"name": "text-encoder",
"modelType": "shared",
"vectorSize": 768
}
{
"id": "multi-qa-distilbert-cos-v1",
"name": "multi-qa-distilbert-cos-v1",
"modelType": "shared",
"vectorSize": 768
},
{
"id": "multilingual-e5-base",
"name": "multilingual-e5-base",
"modelType": "shared",
"vectorSize": 768
},
{
"id": "6dc3462d-ae64-4247-ac5e-e1bd95db67d8",
"name": "model-6dc3462d-ae64-4247-ac5e-e1bd95db67d8",
"modelType": "ecommerce-rnn"
}
]
},
{
"useCase": "rag",
"models": [
{
"id": "llama-3-8b-instruct",
"name": "llama-3-8b-instruct",
"modelType": "shared"
},
{
"id": "gpt-3.5-turbo",
"name": "gpt-3.5-turbo",
"modelType": "shared"
},
{
"id": "gpt-4-turbo",
"name": "gpt-4-turbo",
"modelType": "shared"
}
]
},
{
"useCase": "passthrough",
"models": [
{
"id": "mistral-7b-instruct",
"name": "mistral-7b-instruct",
"modelType": "shared"
},
{
"id": "llama-3-8b-instruct",
"name": "llama-3-8b-instruct",
"modelType": "shared"
},
{
"id": "gpt-3.5-turbo",
"name": "gpt-3.5-turbo",
"modelType": "shared"
},
{
"id": "gpt-4-turbo",
"name": "gpt-4-turbo",
"modelType": "shared"
}
]
},
{
"useCase": "summarization",
"models": [
{
"id": "mistral-7b-instruct",
"name": "mistral-7b-instruct",
"modelType": "shared"
},
{
"id": "llama-3-8b-instruct",
"name": "llama-3-8b-instruct",
"modelType": "shared"
},
{
"id": "gpt-3.5-turbo",
"name": "gpt-3.5-turbo",
"modelType": "shared"
},
{
"id": "gpt-4-turbo",
"name": "gpt-4-turbo",
"modelType": "shared"
}
]
},
{
"useCase": "keyword_extraction",
"models": [
{
"id": "mistral-7b-instruct",
"name": "mistral-7b-instruct",
"modelType": "shared"
},
{
"id": "llama-3-8b-instruct",
"name": "llama-3-8b-instruct",
"modelType": "shared"
},
{
"id": "gpt-3.5-turbo",
"name": "gpt-3.5-turbo",
"modelType": "shared"
},
{
"id": "gpt-4-turbo",
"name": "gpt-4-turbo",
"modelType": "shared"
}
]
},
{
"useCase": "standalone_query_rewriter",
"models": [
{
"id": "llama-3-8b-instruct",
"name": "llama-3-8b-instruct",
"modelType": "shared"
},
{
"id": "gpt-3.5-turbo",
"name": "gpt-3.5-turbo",
"modelType": "shared"
},
{
"id": "gpt-4-turbo",
"name": "gpt-4-turbo",
"modelType": "shared"
},
]
},
{
"useCase": "ner",
"models": [
{
"id": "mistral-7b-instruct",
"name": "mistral-7b-instruct",
"modelType": "shared"
},
{
"id": "llama-3-8b-instruct",
"name": "llama-3-8b-instruct",
"modelType": "shared"
},
{
"id": "gpt-3.5-turbo",
"name": "gpt-3.5-turbo",
"modelType": "shared"
},
{
"id": "gpt-4-turbo",
"name": "gpt-4-turbo",
"modelType": "shared"
}
]
}
]Async Prediction API Response
The following example response lists some of the supported models. For a complete list of supported models, see Generative AI models.
[
{
"useCase": "rag",
"models": [
{
"id": "llama-3-8b-instruct",
"name": "llama-3-8b-instruct",
"modelType": "shared"
},
{
"id": "gpt-3.5-turbo",
"name": "gpt-3.5-turbo",
"modelType": "shared"
},
{
"id": "gpt-4-turbo",
"name": "gpt-4-turbo",
"modelType": "shared"
}
]
},
{
"useCase": "passthrough",
"models": [
{
"id": "mistral-7b-instruct",
"name": "mistral-7b-instruct",
"modelType": "shared"
},
{
"id": "llama-3-8b-instruct",
"name": "llama-3-8b-instruct",
"modelType": "shared"
},
{
"id": "gpt-3.5-turbo",
"name": "gpt-3.5-turbo",
"modelType": "shared"
},
{
"id": "gpt-4-turbo",
"name": "gpt-4-turbo",
"modelType": "shared"
}
]
},
{
"useCase": "summarization",
"models": [
{
"id": "mistral-7b-instruct",
"name": "mistral-7b-instruct",
"modelType": "shared"
},
{
"id": "llama-3-8b-instruct",
"name": "llama-3-8b-instruct",
"modelType": "shared"
},
{
"id": "gpt-3.5-turbo",
"name": "gpt-3.5-turbo",
"modelType": "shared"
},
{
"id": "gpt-4-turbo",
"name": "gpt-4-turbo",
"modelType": "shared"
}
]
},
{
"useCase": "keyword_extraction",
"models": [
{
"id": "mistral-7b-instruct",
"name": "mistral-7b-instruct",
"modelType": "shared"
},
{
"id": "llama-3-8b-instruct",
"name": "llama-3-8b-instruct",
"modelType": "shared"
},
{
"id": "gpt-3.5-turbo",
"name": "gpt-3.5-turbo",
"modelType": "shared"
},
{
"id": "gpt-4-turbo",
"name": "gpt-4-turbo",
"modelType": "shared"
}
]
},
{
"useCase": "standalone_query_rewriter",
"models": [
{
"id": "llama-3-8b-instruct",
"name": "llama-3-8b-instruct",
"modelType": "shared"
},
{
"id": "gpt-3.5-turbo",
"name": "gpt-3.5-turbo",
"modelType": "shared"
},
{
"id": "gpt-4-turbo",
"name": "gpt-4-turbo",
"modelType": "shared"
},
]
},
{
"useCase": "ner",
"models": [
{
"id": "mistral-7b-instruct",
"name": "mistral-7b-instruct",
"modelType": "shared"
},
{
"id": "llama-3-8b-instruct",
"name": "llama-3-8b-instruct",
"modelType": "shared"
},
{
"id": "gpt-3.5-turbo",
"name": "gpt-3.5-turbo",
"modelType": "shared"
},
{
"id": "gpt-4-turbo",
"name": "gpt-4-turbo",
"modelType": "shared"
}
]
}
]