from actian_vectorai_client import VectorAIClient
import random

with VectorAIClient("localhost:6574") as client:
    # Execute multiple searches at once
    queries = [
        {"vector": [random.gauss(0, 1) for _ in range(64)], "limit": 3}
        for _ in range(3)
    ]
    batch_results = client.points.search_batch("my_collection", queries)
    
    for i, results in enumerate(batch_results):
        ids = [r.id for r in results]
        print(f"Query {i + 1}: top IDs = {ids}")

import { VectorAIClient } from '@actian/vectorai-client';

const client = new VectorAIClient('localhost:6574');

const batchResults = await client.points.searchBatch('my_collection', [
    { vector: [0.1, 0.2, 0.3, 0.4], limit: 3 },
    { vector: [0.5, 0.6, 0.7, 0.8], limit: 3 },
]);
console.log(`Batch search: ${batchResults.length} result sets`);
for (let i = 0; i < batchResults.length; i++) {
    console.log(`  Query ${i}: ${batchResults[i].length} results`);
}

client.close();

curl -X POST "http://localhost:6575/collections/my_collection/points/search/batch" \
  -H "Content-Type: application/json" \
  -H 'Authorization: Bearer <admin-jwt-or-access-token>' \
  -d '{
    "searches": [
      {"vector": [0.1, 0.2, 0.3, 0.4], "limit": 3},
      {"vector": [0.5, 0.6, 0.7, 0.8], "limit": 3}
    ]
  }'

<?php

$curl = curl_init();

curl_setopt_array($curl, [
  CURLOPT_PORT => "6575",
  CURLOPT_URL => "http://localhost:6575/collections/{collection_name}/points/search/batch",
  CURLOPT_RETURNTRANSFER => true,
  CURLOPT_ENCODING => "",
  CURLOPT_MAXREDIRS => 10,
  CURLOPT_TIMEOUT => 30,
  CURLOPT_HTTP_VERSION => CURL_HTTP_VERSION_1_1,
  CURLOPT_CUSTOMREQUEST => "POST",
  CURLOPT_POSTFIELDS => json_encode([
    'searches' => [
        [
                'vector' => [
                                0.1,
                                0.2,
                                0.3,
                                0.4
                ],
                'limit' => 3,
                'with_payload' => true,
                'with_vector' => false
        ],
        [
                'vector' => [
                                0.5,
                                0.6,
                                0.7,
                                0.8
                ],
                'limit' => 3,
                'with_payload' => true,
                'with_vector' => false
        ],
        [
                'vector' => [
                                0.9,
                                0.8,
                                0.7,
                                0.6
                ],
                'limit' => 3,
                'with_payload' => true,
                'with_vector' => false
        ]
    ]
  ]),
  CURLOPT_HTTPHEADER => [
    "Authorization: Bearer <token>",
    "Content-Type: application/json"
  ],
]);

$response = curl_exec($curl);
$err = curl_error($curl);

curl_close($curl);

if ($err) {
  echo "cURL Error #:" . $err;
} else {
  echo $response;
}

package main

import (
	"fmt"
	"strings"
	"net/http"
	"io"
)

func main() {

	url := "http://localhost:6575/collections/{collection_name}/points/search/batch"

	payload := strings.NewReader("{\n  \"searches\": [\n    {\n      \"vector\": [\n        0.1,\n        0.2,\n        0.3,\n        0.4\n      ],\n      \"limit\": 3,\n      \"with_payload\": true,\n      \"with_vector\": false\n    },\n    {\n      \"vector\": [\n        0.5,\n        0.6,\n        0.7,\n        0.8\n      ],\n      \"limit\": 3,\n      \"with_payload\": true,\n      \"with_vector\": false\n    },\n    {\n      \"vector\": [\n        0.9,\n        0.8,\n        0.7,\n        0.6\n      ],\n      \"limit\": 3,\n      \"with_payload\": true,\n      \"with_vector\": false\n    }\n  ]\n}")

	req, _ := http.NewRequest("POST", url, payload)

	req.Header.Add("Authorization", "Bearer <token>")
	req.Header.Add("Content-Type", "application/json")

	res, _ := http.DefaultClient.Do(req)

	defer res.Body.Close()
	body, _ := io.ReadAll(res.Body)

	fmt.Println(string(body))

}

HttpResponse<String> response = Unirest.post("http://localhost:6575/collections/{collection_name}/points/search/batch")
  .header("Authorization", "Bearer <token>")
  .header("Content-Type", "application/json")
  .body("{\n  \"searches\": [\n    {\n      \"vector\": [\n        0.1,\n        0.2,\n        0.3,\n        0.4\n      ],\n      \"limit\": 3,\n      \"with_payload\": true,\n      \"with_vector\": false\n    },\n    {\n      \"vector\": [\n        0.5,\n        0.6,\n        0.7,\n        0.8\n      ],\n      \"limit\": 3,\n      \"with_payload\": true,\n      \"with_vector\": false\n    },\n    {\n      \"vector\": [\n        0.9,\n        0.8,\n        0.7,\n        0.6\n      ],\n      \"limit\": 3,\n      \"with_payload\": true,\n      \"with_vector\": false\n    }\n  ]\n}")
  .asString();

require 'uri'
require 'net/http'

url = URI("http://localhost:6575/collections/{collection_name}/points/search/batch")

http = Net::HTTP.new(url.host, url.port)

request = Net::HTTP::Post.new(url)
request["Authorization"] = 'Bearer <token>'
request["Content-Type"] = 'application/json'
request.body = "{\n  \"searches\": [\n    {\n      \"vector\": [\n        0.1,\n        0.2,\n        0.3,\n        0.4\n      ],\n      \"limit\": 3,\n      \"with_payload\": true,\n      \"with_vector\": false\n    },\n    {\n      \"vector\": [\n        0.5,\n        0.6,\n        0.7,\n        0.8\n      ],\n      \"limit\": 3,\n      \"with_payload\": true,\n      \"with_vector\": false\n    },\n    {\n      \"vector\": [\n        0.9,\n        0.8,\n        0.7,\n        0.6\n      ],\n      \"limit\": 3,\n      \"with_payload\": true,\n      \"with_vector\": false\n    }\n  ]\n}"

response = http.request(request)
puts response.read_body

{
  "usage": {
    "hardware": null
  },
  "time": 0.0000706,
  "status": "ok",
  "result": [
    [
      {
        "id": 1,
        "version": 0,
        "score": 1,
        "payload": null,
        "vector": null
      },
      {
        "id": 3,
        "version": 0,
        "score": 0.9843740463256836,
        "payload": null,
        "vector": null
      },
      {
        "id": 2,
        "version": 0,
        "score": 0.9688639640808105,
        "payload": null,
        "vector": null
      }
    ],
    [
      {
        "id": 2,
        "version": 0,
        "score": 1,
        "payload": null,
        "vector": null
      },
      {
        "id": 3,
        "version": 0,
        "score": 0.9973233938217163,
        "payload": null,
        "vector": null
      }
    ]
  ]
}

{
  "status": {
    "error": "<string>"
  },
  "time": 123
}