KOM I GANG

Introduktion

MiniToolAI API giver en simpel grænseflade til avancerede AI-modeller til naturlig sprogbehandling, billedgenerering og tekst til tale. Følg denne guide for at lære, hvordan du genererer menneskelignende svar (chatGPT), og hvordan du genererer billeder ud fra tekstbeskrivelser.

Opret en API-nøgle

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Tank op

Omkostningerne ved API-anmodninger trækkes fra din kreditbalance.

Tank op

Autorisation

API-nøglen skal inkluderes i headeren for hver API-anmodning.

Header: "Authorization: Bearer API_key"

 

 

 

 

ChatGPT API

Opretter et modelsvar til den givne samtale.

Python PHP
import requests
import json
API_Url = "https://minitoolai.com/api/chat-completions/"
API_Key = "MiniToolAI_API_Key"
headers = {
    "Content-Type": "application/json",
    "Authorization": f"Bearer {API_Key}"
}
data = {
    "model": "gpt-4o-mini", #gpt-4o, gpt-4.1, gpt-4.1-mini, gpt-4.1-nano
    "messages": [
		{"role": "developer", "content": "You are a helpful assistant."},
		{"role": "user", "content": "Hello"},
		{"role": "assistant", "content": "How can I help you today?"},
		{"role": "user", "content": "What's the largest U.S. state by area?"}
    ],
	"temperature": 1.0,
	"max_completion_tokens": 1000
}

response = requests.post(API_Url, headers=headers, json=data, stream=True)

#single result
print(response.text) 

#streamed
for line in response.iter_lines():
    if line:
        decode_line = line.decode('utf-8')
        print(decode_line)
<?php

$api_url = "https://minitoolai.com/api/chat-completions/";
$api_key = "MiniToolAI_API_Key"; 

$data = [
    "model" => "gpt-4o-mini", //gpt-4o, gpt-4.1, gpt-4.1-mini, gpt-4.1-nano
    "messages" => [
        ["role" => "developer", "content" => "You are a helpful assistant."],
        ["role" => "user", "content" => "Hello"],
        ["role" => "assistant", "content" => "How can I help you today?"],
        ["role" => "user", "content" => "What's the largest U.S. state by area?"],
    ],
    "temperature" => 1.0,
    "max_completion_tokens" => 1000
];

$headers = [
    "Content-Type: application/json",
    "Authorization: Bearer $api_key"
];

$ch = curl_init();
curl_setopt($ch, CURLOPT_URL, $api_url);
curl_setopt($ch, CURLOPT_POST, true);
curl_setopt($ch, CURLOPT_HTTPHEADER, $headers);
curl_setopt($ch, CURLOPT_RETURNTRANSFER, false); 
curl_setopt($ch, CURLOPT_POSTFIELDS, json_encode($data));

// streamed
curl_setopt($ch, CURLOPT_WRITEFUNCTION, function($ch, $data) {
    echo $data;
    ob_flush(); 
    flush();     
    return strlen($data); 
});

$response = curl_exec($ch);

if (curl_errno($ch)) {
    echo "cURL error: " . curl_error($ch);
} 

curl_close($ch);

?>
#data with image input
data = {
    "model": "gpt-4o-mini", #gpt-4o
    "messages": [
        {"role": "developer", "content": "You are a helpful assistant."},
        {
            "role": "user", 
            "content": [
                {"type": "text", "text": "What's in this image?"},
                {
                    "type": "image_url",
                    "image_url": {
                        "url": "https://example.com/image.jpg", #jpg, jpeg, png, webp or gif
                        "detail": "auto" #auto, high or low
                    }
                }
            ]
        }

    ],
    "temperature": 0.7,
    "max_completion_tokens": 300
}
//data with image input
$data = [
    "model" => "gpt-4o-mini", // gpt-4o
    "messages" => [
        ["role" => "developer", "content" => "You are a helpful assistant."],
        [
            "role" => "user",
            "content" => [
                [
                    "type" => "text",
                    "text" => "What's in this image?"
                ],
                [
                    "type" => "image_url",
                    "image_url" => [
                        "url" => "https://example.com/image.jpg", // jpg, jpeg, png, webp or gif
                        "detail" => "auto" // auto, high or low
                    ]
                ]
            ]
        ]
    ],
    "temperature" => 0.7,
    "max_completion_tokens" => 300
];

Request body

messages array Påkrævet

En liste over beskeder, der udgør samtalen indtil nu.

  • Developer message: Instruktioner fra udvikleren, som modellen skal følge, uanset brugerens beskeder
  • User message: Beskeder sendt af en slutbruger, der indeholder prompts eller yderligere kontekst.
  • Assistant message: Beskeder sendt af modellen som svar på brugerens beskeder.

model string Påkrævet

ID for den model, der skal bruges

Tilgængelige modeller: gpt-4o, gpt-4o-mini, gpt-4.1, gpt-4.1-mini, gpt-4.1-nano

temperature nummer eller null Valgfrit

Standard til 1

Hvilken samplingstemperatur der skal bruges, mellem 0,0 og 2,0. Højere værdier som 0,8 gør outputtet mere kreativt, mens lavere værdier som 0,2 gør det mere fokuseret og deterministisk.

max_completion_tokens heltal eller null Valgfrit

Standard til 1000

En øvre grænse for antallet af tokens, der kan genereres til en completion

Svar

data: {"id":"chatcmpl-B5qoZsT8kFDNJK3UyGLiJmjv6Pp90","object":"chat.completion.chunk","created":1740734359,"model":"gpt-4o-mini-2024-07-18","service_tier":"default","system_fingerprint":"fp_06737a9306","choices":[{"index":0,"delta":{"content":"Ok"},"logprobs":null,"finish_reason":null}],"usage":null}

data: {"id":"chatcmpl-B5qoZsT8kFDNJK3UyGLiJmjv6Pp90","object":"chat.completion.chunk","created":1740734359,"model":"gpt-4o-mini-2024-07-18","service_tier":"default","system_fingerprint":"fp_06737a9306","choices":[{"index":0,"delta":{"content":"."},"logprobs":null,"finish_reason":null}],"usage":null}

data: {"id":"chatcmpl-B5qoZsT8kFDNJK3UyGLiJmjv6Pp90","object":"chat.completion.chunk","created":1740734359,"model":"gpt-4o-mini-2024-07-18","service_tier":"default","system_fingerprint":"fp_06737a9306","choices":[{"index":0,"delta":{},"logprobs":null,"finish_reason":"stop"}],"usage":null}

data: {"id":"chatcmpl-B5qoZsT8kFDNJK3UyGLiJmjv6Pp90","object":"chat.completion.chunk","created":1740734359,"model":"gpt-4o-mini-2024-07-18","service_tier":"default","system_fingerprint":"fp_06737a9306","choices":[],"usage":{"prompt_tokens":17,"completion_tokens":3,"total_tokens":20,"prompt_tokens_details":{"cached_tokens":0,"audio_tokens":0},"completion_tokens_details":{"reasoning_tokens":0,"audio_tokens":0,"accepted_prediction_tokens":0,"rejected_prediction_tokens":0}}}

data: [DONE]

 

 

 

 

Tekst til billede

Opretter et billede ud fra en prompt.

Python PHP
import requests
import json
url = "https://minitoolai.com/api/texttoimage/"
API_Key = "MiniToolAI_API_Key"
headers = {
    "Content-Type": "application/json",
    "Authorization": f"Bearer {API_Key}"
}
data = {
    "model": "realvision",
    "prompt": "Ultra realistic portrait of a 20 year old woman, wearing an elegant black gown, joyful expression, deep shadows, cinematic composition, moody lighting",
    "negativePrompt": "unrealistic eyes, malformed features, ugly drawn",
    "scheduler": "DPM++ SDE",
    "steps": 4,
    "cfgScale": 2.0,
    "width": 1152,
    "height": 768
}
response = requests.post(url, json=data, headers=headers)
print(response.text)

'''
#response
Success:
{"status":"success","jobid":12345678,"signature":"abcxyz123"}
Error:
{"status":"error","jobid":null,"signature":null}
'''
<?php
// API URL and Key
$url = "https://minitoolai.com/api/texttoimage/";
$API_Key = "MiniToolAI_API_Key";

// Headers
$headers = [
    "Content-Type: application/json",
    "Authorization: Bearer $API_Key"
];

// Data to be sent in the request
$data = [
    "model" => "realvision",
    "prompt" => "Ultra realistic portrait of a 20 year old woman, wearing an elegant black gown, joyful expression, deep shadows, cinematic composition, moody lighting",
    "negativePrompt" => "unrealistic eyes, malformed features, ugly drawn",
    "scheduler" => "DPM++ SDE",
    "steps" => 4,
    "cfgScale" => 2.0,
    "width" => 1152,
    "height" => 768
];

// Initialize cURL session
$ch = curl_init();

// Set cURL options
curl_setopt($ch, CURLOPT_URL, $url);
curl_setopt($ch, CURLOPT_RETURNTRANSFER, true);
curl_setopt($ch, CURLOPT_POST, true);
curl_setopt($ch, CURLOPT_HTTPHEADER, $headers);
curl_setopt($ch, CURLOPT_POSTFIELDS, json_encode($data));

// Execute the cURL request
$response = curl_exec($ch);

echo $response;

// Close the cURL session
curl_close($ch);

/*
Response:
Success:
{"status":"success","jobid":12345678,"signature":"abcxyz123"}
Error:
{"status":"error","jobid":null,"signature":null}
*/
?>

Hent jobstatus og resultat

curl -X POST https://minitoolai.com/api/texttoimage/jobs/ \
  -H "Content-Type: application/json" \
  -d '{
    "jobid": "12345678",
    "signature": "abcxyz123"
  }'

Svar

{
  "status": "success",
  "image_url": "https://...",
  "message": "success"
}

model string Påkrævet

ID for den model, der skal bruges

Tilgængelige modeller: "realvision", "juggernaut", "autismmix", "dreamshaper", "valhalla", "mixrealistic", "campursari", "reality", "extrarealistic", "realism", "realgirls", "realityreborn", "amigo", "simplemix", "beautifulrealistic"

prompt string Påkrævet

Beskrivelse af billedet

negativePrompt string eller null Valgfrit

Beskrivelse af, hvad du ønsker at udelukke fra det genererede billede

scheduler string eller null Valgfrit

Styrer, hvordan støj fjernes under billedgenereringsprocessen.

Standard til "DPM++ SDE"

Mulige værdier er: "Euler a", "Euler", "LMS", "Heun", "DPM2", "DPM2 a", "DPM++ 2S a", "DPM++ 2M", "DPM++ SDE", "DPM++ 2M SDE", "DPM fast", "LMS Karras", "DPM2 Karras", "DPM2 a Karras", "DPM++ 2S a Karras", "DPM++ 2M Karras", "DPM++ SDE Karras", "DPM++ 2M SDE Karras"

steps heltal eller null Valgfrit

Antal trin i billedgenereringsprocessen, mellem 1 og 8.

Standard til 4

cfgScale nummer eller null Valgfrit

cfgScale styrer hvor meget modellen skal følge den givne tekstprompt. Det balancerer mellem kreativitet og præcision, mellem 1 og 7.

Standard til 2

cfgScale < 4 → mere kreative billeder, cfgScale > 4 → tættere på prompt, mindre kreativt

width/height heltal eller null Valgfrit

Størrelsen på det genererede billede, mellem 256 og 1344.

Standard til 1024

 

 

 

 

API-priser

GPT-modeller

Pris pr. 1M tokens

Model Input Output
gpt-4o-mini $0.15 $0.60
gpt-4o $2.50 $10.00
gpt-4.1 $2.00 $8.00
gpt-4.1-mini $0.40 $1.60
gpt-4.1-nano $0.10 $0.40

Billedgenerering

Model Pris pr. billede
Alle modeller $0.0015

 

 

 

 

API-forbrug

Log ind for at se API-forbrug

Tekstgenerering

Billedgenerering