Rerank

curl --location 'https://api.portkey.ai/v1/rerank' \
--header 'x-portkey-api-key: $PORTKEY_API_KEY' \
--header 'x-portkey-provider: @VERTEX_AI_PROVIDER_SLUG' \
--header 'Content-Type: application/json' \
--data '{
    "model": "semantic-ranker-default@latest",
    "query": "What is the capital of the United States?",
    "top_n": 3,
    "documents": [
        "Carson City is the capital city of the American state of Nevada.",
        "The Commonwealth of the Northern Mariana Islands is a group of islands in the Pacific Ocean. Its capital is Saipan.",
        "Washington, D.C. is the capital of the United States.",
        "Capitalization is the use of a capital letter at the start of a word."
    ]
}'

from portkey_ai import Portkey

client = Portkey(
    api_key="PORTKEY_API_KEY",
    provider="@VERTEX_AI_PROVIDER_SLUG"
)

result = client.post(
    "/rerank",
    model="semantic-ranker-default@latest",
    query="What is the capital of the United States?",
    top_n=3,
    documents=[
        "Carson City is the capital city of the American state of Nevada.",
        "The Commonwealth of the Northern Mariana Islands is a group of islands in the Pacific Ocean. Its capital is Saipan.",
        "Washington, D.C. is the capital of the United States.",
        "Capitalization is the use of a capital letter at the start of a word."
    ]
)

print(result)

import Portkey from 'portkey-ai';

const portkey = new Portkey({
    apiKey: "PORTKEY_API_KEY",
    provider: "@VERTEX_AI_PROVIDER_SLUG"
});

const result = await portkey.post('/rerank', {
    model: "semantic-ranker-default@latest",
    query: "What is the capital of the United States?",
    top_n: 3,
    documents: [
        "Carson City is the capital city of the American state of Nevada.",
        "The Commonwealth of the Northern Mariana Islands is a group of islands in the Pacific Ocean. Its capital is Saipan.",
        "Washington, D.C. is the capital of the United States.",
        "Capitalization is the use of a capital letter at the start of a word."
    ]
});

console.log(result);