Create Document

curl --request POST \
  --url https://api.sophra.org/api/cortex/documents \
  --header 'Content-Type: application/json' \
  --data '
{
  "index": "research-papers",
  "document": {
    "title": "Example Research Paper",
    "content": "This is the main content of the research paper...",
    "abstract": "A brief summary of the research paper...",
    "authors": [
      "John Doe",
      "Jane Smith"
    ],
    "tags": [
      "AI",
      "Machine Learning"
    ],
    "source": "arXiv"
  }
}
'

import requests

url = "https://api.sophra.org/api/cortex/documents"

payload = {
    "index": "research-papers",
    "document": {
        "title": "Example Research Paper",
        "content": "This is the main content of the research paper...",
        "abstract": "A brief summary of the research paper...",
        "authors": ["John Doe", "Jane Smith"],
        "tags": ["AI", "Machine Learning"],
        "source": "arXiv"
    }
}
headers = {"Content-Type": "application/json"}

response = requests.post(url, json=payload, headers=headers)

print(response.text)

const options = {
  method: 'POST',
  headers: {'Content-Type': 'application/json'},
  body: JSON.stringify({
    index: 'research-papers',
    document: {
      title: 'Example Research Paper',
      content: 'This is the main content of the research paper...',
      abstract: 'A brief summary of the research paper...',
      authors: ['John Doe', 'Jane Smith'],
      tags: ['AI', 'Machine Learning'],
      source: 'arXiv'
    }
  })
};

fetch('https://api.sophra.org/api/cortex/documents', options)
  .then(res => res.json())
  .then(res => console.log(res))
  .catch(err => console.error(err));

<?php

$curl = curl_init();

curl_setopt_array($curl, [
  CURLOPT_URL => "https://api.sophra.org/api/cortex/documents",
  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([
    'index' => 'research-papers',
    'document' => [
        'title' => 'Example Research Paper',
        'content' => 'This is the main content of the research paper...',
        'abstract' => 'A brief summary of the research paper...',
        'authors' => [
                'John Doe',
                'Jane Smith'
        ],
        'tags' => [
                'AI',
                'Machine Learning'
        ],
        'source' => 'arXiv'
    ]
  ]),
  CURLOPT_HTTPHEADER => [
    "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 := "https://api.sophra.org/api/cortex/documents"

	payload := strings.NewReader("{\n  \"index\": \"research-papers\",\n  \"document\": {\n    \"title\": \"Example Research Paper\",\n    \"content\": \"This is the main content of the research paper...\",\n    \"abstract\": \"A brief summary of the research paper...\",\n    \"authors\": [\n      \"John Doe\",\n      \"Jane Smith\"\n    ],\n    \"tags\": [\n      \"AI\",\n      \"Machine Learning\"\n    ],\n    \"source\": \"arXiv\"\n  }\n}")

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

	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("https://api.sophra.org/api/cortex/documents")
  .header("Content-Type", "application/json")
  .body("{\n  \"index\": \"research-papers\",\n  \"document\": {\n    \"title\": \"Example Research Paper\",\n    \"content\": \"This is the main content of the research paper...\",\n    \"abstract\": \"A brief summary of the research paper...\",\n    \"authors\": [\n      \"John Doe\",\n      \"Jane Smith\"\n    ],\n    \"tags\": [\n      \"AI\",\n      \"Machine Learning\"\n    ],\n    \"source\": \"arXiv\"\n  }\n}")
  .asString();

require 'uri'
require 'net/http'

url = URI("https://api.sophra.org/api/cortex/documents")

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

request = Net::HTTP::Post.new(url)
request["Content-Type"] = 'application/json'
request.body = "{\n  \"index\": \"research-papers\",\n  \"document\": {\n    \"title\": \"Example Research Paper\",\n    \"content\": \"This is the main content of the research paper...\",\n    \"abstract\": \"A brief summary of the research paper...\",\n    \"authors\": [\n      \"John Doe\",\n      \"Jane Smith\"\n    ],\n    \"tags\": [\n      \"AI\",\n      \"Machine Learning\"\n    ],\n    \"source\": \"arXiv\"\n  }\n}"

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

{
  "success": true,
  "data": {
    "id": "<string>",
    "index": "<string>",
    "vectorized": true
  }
}

POST

cortex

documents

Create Document

curl --request POST \
  --url https://api.sophra.org/api/cortex/documents \
  --header 'Content-Type: application/json' \
  --data '
{
  "index": "research-papers",
  "document": {
    "title": "Example Research Paper",
    "content": "This is the main content of the research paper...",
    "abstract": "A brief summary of the research paper...",
    "authors": [
      "John Doe",
      "Jane Smith"
    ],
    "tags": [
      "AI",
      "Machine Learning"
    ],
    "source": "arXiv"
  }
}
'

import requests

url = "https://api.sophra.org/api/cortex/documents"

payload = {
    "index": "research-papers",
    "document": {
        "title": "Example Research Paper",
        "content": "This is the main content of the research paper...",
        "abstract": "A brief summary of the research paper...",
        "authors": ["John Doe", "Jane Smith"],
        "tags": ["AI", "Machine Learning"],
        "source": "arXiv"
    }
}
headers = {"Content-Type": "application/json"}

response = requests.post(url, json=payload, headers=headers)

print(response.text)

const options = {
  method: 'POST',
  headers: {'Content-Type': 'application/json'},
  body: JSON.stringify({
    index: 'research-papers',
    document: {
      title: 'Example Research Paper',
      content: 'This is the main content of the research paper...',
      abstract: 'A brief summary of the research paper...',
      authors: ['John Doe', 'Jane Smith'],
      tags: ['AI', 'Machine Learning'],
      source: 'arXiv'
    }
  })
};

fetch('https://api.sophra.org/api/cortex/documents', options)
  .then(res => res.json())
  .then(res => console.log(res))
  .catch(err => console.error(err));

<?php

$curl = curl_init();

curl_setopt_array($curl, [
  CURLOPT_URL => "https://api.sophra.org/api/cortex/documents",
  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([
    'index' => 'research-papers',
    'document' => [
        'title' => 'Example Research Paper',
        'content' => 'This is the main content of the research paper...',
        'abstract' => 'A brief summary of the research paper...',
        'authors' => [
                'John Doe',
                'Jane Smith'
        ],
        'tags' => [
                'AI',
                'Machine Learning'
        ],
        'source' => 'arXiv'
    ]
  ]),
  CURLOPT_HTTPHEADER => [
    "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 := "https://api.sophra.org/api/cortex/documents"

	payload := strings.NewReader("{\n  \"index\": \"research-papers\",\n  \"document\": {\n    \"title\": \"Example Research Paper\",\n    \"content\": \"This is the main content of the research paper...\",\n    \"abstract\": \"A brief summary of the research paper...\",\n    \"authors\": [\n      \"John Doe\",\n      \"Jane Smith\"\n    ],\n    \"tags\": [\n      \"AI\",\n      \"Machine Learning\"\n    ],\n    \"source\": \"arXiv\"\n  }\n}")

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

	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("https://api.sophra.org/api/cortex/documents")
  .header("Content-Type", "application/json")
  .body("{\n  \"index\": \"research-papers\",\n  \"document\": {\n    \"title\": \"Example Research Paper\",\n    \"content\": \"This is the main content of the research paper...\",\n    \"abstract\": \"A brief summary of the research paper...\",\n    \"authors\": [\n      \"John Doe\",\n      \"Jane Smith\"\n    ],\n    \"tags\": [\n      \"AI\",\n      \"Machine Learning\"\n    ],\n    \"source\": \"arXiv\"\n  }\n}")
  .asString();

require 'uri'
require 'net/http'

url = URI("https://api.sophra.org/api/cortex/documents")

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

request = Net::HTTP::Post.new(url)
request["Content-Type"] = 'application/json'
request.body = "{\n  \"index\": \"research-papers\",\n  \"document\": {\n    \"title\": \"Example Research Paper\",\n    \"content\": \"This is the main content of the research paper...\",\n    \"abstract\": \"A brief summary of the research paper...\",\n    \"authors\": [\n      \"John Doe\",\n      \"Jane Smith\"\n    ],\n    \"tags\": [\n      \"AI\",\n      \"Machine Learning\"\n    ],\n    \"source\": \"arXiv\"\n  }\n}"

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

{
  "success": true,
  "data": {
    "id": "<string>",
    "index": "<string>",
    "vectorized": true
  }
}

Body

application/json

index

string

required

The index name to store the document

document

object

required

Show child attributes

Response

201 - application/json

Document created successfully

success

boolean

data

object

Show child attributes

Cortex > Metrics

Administration

Cortex > System Health

Cortex > Session Management

Cortex > Index Management

Cortex > Document Operations

Cortex > Search Operations

Cortex > A/B Testing

Cortex > Analytics

Cortex > Feedback

Nous > Health

Nous > A/B Testing

Nous > Adaptation

Nous > Learning > Models

Nous > Learning > Search Patterns

Nous > Learning > Feedback

Nous > Learning > Metrics and Events

Nous > Signals

API Reference

Create Document

Body

Response