Memories - MemoryX

Create Memory

curl --request POST \
  --url https://api.example.com/api/v1/memories \
  --header 'Content-Type: application/json' \
  --data '
{
  "content": "<string>",
  "metadata": {},
  "agent_id": "<string>"
}
'

import requests

url = "https://api.example.com/api/v1/memories"

payload = {
    "content": "<string>",
    "metadata": {},
    "agent_id": "<string>"
}
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({content: '<string>', metadata: {}, agent_id: '<string>'})
};

fetch('https://api.example.com/api/v1/memories', 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.example.com/api/v1/memories",
  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([
    'content' => '<string>',
    'metadata' => [
        
    ],
    'agent_id' => '<string>'
  ]),
  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.example.com/api/v1/memories"

	payload := strings.NewReader("{\n  \"content\": \"<string>\",\n  \"metadata\": {},\n  \"agent_id\": \"<string>\"\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.example.com/api/v1/memories")
  .header("Content-Type", "application/json")
  .body("{\n  \"content\": \"<string>\",\n  \"metadata\": {},\n  \"agent_id\": \"<string>\"\n}")
  .asString();

require 'uri'
require 'net/http'

url = URI("https://api.example.com/api/v1/memories")

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  \"content\": \"<string>\",\n  \"metadata\": {},\n  \"agent_id\": \"<string>\"\n}"

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

{}

{
  "detail": [
    {
      "loc": [
        "<string>"
      ],
      "msg": "<string>",
      "type": "<string>",
      "input": "<unknown>",
      "ctx": {}
    }
  ]
}

POST

api

memories

Create Memory

curl --request POST \
  --url https://api.example.com/api/v1/memories \
  --header 'Content-Type: application/json' \
  --data '
{
  "content": "<string>",
  "metadata": {},
  "agent_id": "<string>"
}
'

import requests

url = "https://api.example.com/api/v1/memories"

payload = {
    "content": "<string>",
    "metadata": {},
    "agent_id": "<string>"
}
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({content: '<string>', metadata: {}, agent_id: '<string>'})
};

fetch('https://api.example.com/api/v1/memories', 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.example.com/api/v1/memories",
  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([
    'content' => '<string>',
    'metadata' => [
        
    ],
    'agent_id' => '<string>'
  ]),
  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.example.com/api/v1/memories"

	payload := strings.NewReader("{\n  \"content\": \"<string>\",\n  \"metadata\": {},\n  \"agent_id\": \"<string>\"\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.example.com/api/v1/memories")
  .header("Content-Type", "application/json")
  .body("{\n  \"content\": \"<string>\",\n  \"metadata\": {},\n  \"agent_id\": \"<string>\"\n}")
  .asString();

require 'uri'
require 'net/http'

url = URI("https://api.example.com/api/v1/memories")

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  \"content\": \"<string>\",\n  \"metadata\": {},\n  \"agent_id\": \"<string>\"\n}"

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

{}

{
  "detail": [
    {
      "loc": [
        "<string>"
      ],
      "msg": "<string>",
      "type": "<string>",
      "input": "<unknown>",
      "ctx": {}
    }
  ]
}

The Memories API allows you to store, retrieve, search, and manage memories for your AI applications.

Create Memory

Create a new memory. The memory is processed asynchronously with AI classification.

string

required

The memory content to store

string

default:"default"

Project ID for organizing memories

object

Additional metadata for the memory

Request

curl -X POST https://t0ken.ai/api/v1/memories \
  -H "Content-Type: application/json" \
  -H "X-API-Key: omx_your_api_key" \
  -d '{
    "content": "User prefers dark mode in all applications",
    "project_id": "default",
    "metadata": {
      "source": "user_settings",
      "category": "preferences"
    }
  }'

Response

{
  "success": true,
  "message": "Memory queued for processing",
  "task_id": "abc123def456",
  "status": "pending"
}

List Memories

Retrieve all memories for the authenticated user.

string

Filter by project ID

integer

default:"100"

Maximum number of results

integer

default:"0"

Number of results to skip

Request

curl "https://t0ken.ai/api/v1/memories?limit=10" \
  -H "X-API-Key: omx_your_api_key"

Response

{
  "success": true,
  "data": [
    {
      "id": "mem_123abc",
      "content": "User prefers dark mode",
      "project_id": "default",
      "cognitive_sector": "semantic",
      "importance_score": 0.85,
      "created_at": "2026-02-13T10:00:00Z",
      "updated_at": "2026-02-13T10:00:00Z"
    }
  ],
  "total": 1
}

Get Memory

Retrieve a specific memory by ID.

curl https://t0ken.ai/api/v1/memories/mem_123abc \
  -H "X-API-Key: omx_your_api_key"

Delete Memory

Delete a memory by ID.

curl -X DELETE https://t0ken.ai/api/v1/memories/mem_123abc \
  -H "X-API-Key: omx_your_api_key"

Response

{
  "success": true,
  "message": "Memory deleted successfully"
}

Search Memories

Search memories using vector similarity and keyword matching.

string

required

Search query string

string

Filter by project ID

integer

default:"10"

Maximum number of results

Request

curl -X POST https://t0ken.ai/api/v1/memories/search \
  -H "Content-Type: application/json" \
  -H "X-API-Key: omx_your_api_key" \
  -d '{
    "query": "user preferences dark mode",
    "limit": 5
  }'

Response

{
  "success": true,
  "data": [
    {
      "id": "mem_123abc",
      "content": "User prefers dark mode in all applications",
      "score": 0.92,
      "cognitive_sector": "semantic"
    }
  ],
  "query": "user preferences dark mode"
}

Cognitive Sectors

Memories are automatically classified into cognitive sectors:

Sector	Description	Example
`episodic`	Specific events/experiences	”User visited Paris in 2024”
`semantic`	Facts and general knowledge	”User prefers dark mode”
`procedural`	Skills and how-to knowledge	”User knows Python”
`emotional`	Feelings and preferences	”User enjoys sci-fi movies”
`reflective`	Insights and summaries	”User values privacy”

Headers

x-api-key

string

Body

application/json

content

string

required

metadata

Metadata · object | null

agent_id

string | null

Response

Successful Response

The response is of type Response Create Memory Api V1 Memories Post · object.

​Create Memory

​Request

​Response

​List Memories

​Request

​Response

​Get Memory

​Delete Memory

​Response

​Search Memories

​Request

​Response

​Cognitive Sectors

Headers

Body

Response

Create Memory

Request

Response

List Memories

Request

Response

Get Memory

Delete Memory

Response

Search Memories

Request

Response

Cognitive Sectors