image-text-to-text
curl --request POST \
--url https://api.bytez.com/models/v2/google/gemma-3-4b-it \
--header 'Authorization: <api-key>' \
--header 'Content-Type: application/json' \
--data '
{
"messages": [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Describe this image"
},
{
"type": "image",
"url": "https://hips.hearstapps.com/hmg-prod/images/how-to-keep-ducks-call-ducks-1615457181.jpg?crop=0.670xw:1.00xh;0.157xw,0&resize=980:*"
}
]
}
],
"stream": true,
"params": {
"min_length": 10,
"max_length": 100,
"temperature": 0.5
}
}
'import requests
url = "https://api.bytez.com/models/v2/google/gemma-3-4b-it"
payload = {
"messages": [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Describe this image"
},
{
"type": "image",
"url": "https://hips.hearstapps.com/hmg-prod/images/how-to-keep-ducks-call-ducks-1615457181.jpg?crop=0.670xw:1.00xh;0.157xw,0&resize=980:*"
}
]
}
],
"stream": True,
"params": {
"min_length": 10,
"max_length": 100,
"temperature": 0.5
}
}
headers = {
"Authorization": "<api-key>",
"Content-Type": "application/json"
}
response = requests.post(url, json=payload, headers=headers)
print(response.text)const options = {
method: 'POST',
headers: {Authorization: '<api-key>', 'Content-Type': 'application/json'},
body: JSON.stringify({
messages: [
{
role: 'user',
content: [
{type: 'text', text: 'Describe this image'},
{
type: 'image',
url: 'https://hips.hearstapps.com/hmg-prod/images/how-to-keep-ducks-call-ducks-1615457181.jpg?crop=0.670xw:1.00xh;0.157xw,0&resize=980:*'
}
]
}
],
stream: true,
params: {min_length: 10, max_length: 100, temperature: 0.5}
})
};
fetch('https://api.bytez.com/models/v2/google/gemma-3-4b-it', 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.bytez.com/models/v2/google/gemma-3-4b-it",
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([
'messages' => [
[
'role' => 'user',
'content' => [
[
'type' => 'text',
'text' => 'Describe this image'
],
[
'type' => 'image',
'url' => 'https://hips.hearstapps.com/hmg-prod/images/how-to-keep-ducks-call-ducks-1615457181.jpg?crop=0.670xw:1.00xh;0.157xw,0&resize=980:*'
]
]
]
],
'stream' => true,
'params' => [
'min_length' => 10,
'max_length' => 100,
'temperature' => 0.5
]
]),
CURLOPT_HTTPHEADER => [
"Authorization: <api-key>",
"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.bytez.com/models/v2/google/gemma-3-4b-it"
payload := strings.NewReader("{\n \"messages\": [\n {\n \"role\": \"user\",\n \"content\": [\n {\n \"type\": \"text\",\n \"text\": \"Describe this image\"\n },\n {\n \"type\": \"image\",\n \"url\": \"https://hips.hearstapps.com/hmg-prod/images/how-to-keep-ducks-call-ducks-1615457181.jpg?crop=0.670xw:1.00xh;0.157xw,0&resize=980:*\"\n }\n ]\n }\n ],\n \"stream\": true,\n \"params\": {\n \"min_length\": 10,\n \"max_length\": 100,\n \"temperature\": 0.5\n }\n}")
req, _ := http.NewRequest("POST", url, payload)
req.Header.Add("Authorization", "<api-key>")
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.bytez.com/models/v2/google/gemma-3-4b-it")
.header("Authorization", "<api-key>")
.header("Content-Type", "application/json")
.body("{\n \"messages\": [\n {\n \"role\": \"user\",\n \"content\": [\n {\n \"type\": \"text\",\n \"text\": \"Describe this image\"\n },\n {\n \"type\": \"image\",\n \"url\": \"https://hips.hearstapps.com/hmg-prod/images/how-to-keep-ducks-call-ducks-1615457181.jpg?crop=0.670xw:1.00xh;0.157xw,0&resize=980:*\"\n }\n ]\n }\n ],\n \"stream\": true,\n \"params\": {\n \"min_length\": 10,\n \"max_length\": 100,\n \"temperature\": 0.5\n }\n}")
.asString();require 'uri'
require 'net/http'
url = URI("https://api.bytez.com/models/v2/google/gemma-3-4b-it")
http = Net::HTTP.new(url.host, url.port)
http.use_ssl = true
request = Net::HTTP::Post.new(url)
request["Authorization"] = '<api-key>'
request["Content-Type"] = 'application/json'
request.body = "{\n \"messages\": [\n {\n \"role\": \"user\",\n \"content\": [\n {\n \"type\": \"text\",\n \"text\": \"Describe this image\"\n },\n {\n \"type\": \"image\",\n \"url\": \"https://hips.hearstapps.com/hmg-prod/images/how-to-keep-ducks-call-ducks-1615457181.jpg?crop=0.670xw:1.00xh;0.157xw,0&resize=980:*\"\n }\n ]\n }\n ],\n \"stream\": true,\n \"params\": {\n \"min_length\": 10,\n \"max_length\": 100,\n \"temperature\": 0.5\n }\n}"
response = http.request(request)
puts response.read_body{
"error": "<string>",
"output": {
"role": "assistant",
"content": "Aaaaaaaargh matey"
}
}{
"error": "Unauthorized",
"output": null
}{
"error": "Rate limit exceeded",
"output": null
}Chat Models
image-text-to-text
Chat with AI models using text and images. Also known as image-text-to-text
POST
/
models
/
v2
/
google
/
gemma-3-4b-it
image-text-to-text
curl --request POST \
--url https://api.bytez.com/models/v2/google/gemma-3-4b-it \
--header 'Authorization: <api-key>' \
--header 'Content-Type: application/json' \
--data '
{
"messages": [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Describe this image"
},
{
"type": "image",
"url": "https://hips.hearstapps.com/hmg-prod/images/how-to-keep-ducks-call-ducks-1615457181.jpg?crop=0.670xw:1.00xh;0.157xw,0&resize=980:*"
}
]
}
],
"stream": true,
"params": {
"min_length": 10,
"max_length": 100,
"temperature": 0.5
}
}
'import requests
url = "https://api.bytez.com/models/v2/google/gemma-3-4b-it"
payload = {
"messages": [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Describe this image"
},
{
"type": "image",
"url": "https://hips.hearstapps.com/hmg-prod/images/how-to-keep-ducks-call-ducks-1615457181.jpg?crop=0.670xw:1.00xh;0.157xw,0&resize=980:*"
}
]
}
],
"stream": True,
"params": {
"min_length": 10,
"max_length": 100,
"temperature": 0.5
}
}
headers = {
"Authorization": "<api-key>",
"Content-Type": "application/json"
}
response = requests.post(url, json=payload, headers=headers)
print(response.text)const options = {
method: 'POST',
headers: {Authorization: '<api-key>', 'Content-Type': 'application/json'},
body: JSON.stringify({
messages: [
{
role: 'user',
content: [
{type: 'text', text: 'Describe this image'},
{
type: 'image',
url: 'https://hips.hearstapps.com/hmg-prod/images/how-to-keep-ducks-call-ducks-1615457181.jpg?crop=0.670xw:1.00xh;0.157xw,0&resize=980:*'
}
]
}
],
stream: true,
params: {min_length: 10, max_length: 100, temperature: 0.5}
})
};
fetch('https://api.bytez.com/models/v2/google/gemma-3-4b-it', 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.bytez.com/models/v2/google/gemma-3-4b-it",
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([
'messages' => [
[
'role' => 'user',
'content' => [
[
'type' => 'text',
'text' => 'Describe this image'
],
[
'type' => 'image',
'url' => 'https://hips.hearstapps.com/hmg-prod/images/how-to-keep-ducks-call-ducks-1615457181.jpg?crop=0.670xw:1.00xh;0.157xw,0&resize=980:*'
]
]
]
],
'stream' => true,
'params' => [
'min_length' => 10,
'max_length' => 100,
'temperature' => 0.5
]
]),
CURLOPT_HTTPHEADER => [
"Authorization: <api-key>",
"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.bytez.com/models/v2/google/gemma-3-4b-it"
payload := strings.NewReader("{\n \"messages\": [\n {\n \"role\": \"user\",\n \"content\": [\n {\n \"type\": \"text\",\n \"text\": \"Describe this image\"\n },\n {\n \"type\": \"image\",\n \"url\": \"https://hips.hearstapps.com/hmg-prod/images/how-to-keep-ducks-call-ducks-1615457181.jpg?crop=0.670xw:1.00xh;0.157xw,0&resize=980:*\"\n }\n ]\n }\n ],\n \"stream\": true,\n \"params\": {\n \"min_length\": 10,\n \"max_length\": 100,\n \"temperature\": 0.5\n }\n}")
req, _ := http.NewRequest("POST", url, payload)
req.Header.Add("Authorization", "<api-key>")
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.bytez.com/models/v2/google/gemma-3-4b-it")
.header("Authorization", "<api-key>")
.header("Content-Type", "application/json")
.body("{\n \"messages\": [\n {\n \"role\": \"user\",\n \"content\": [\n {\n \"type\": \"text\",\n \"text\": \"Describe this image\"\n },\n {\n \"type\": \"image\",\n \"url\": \"https://hips.hearstapps.com/hmg-prod/images/how-to-keep-ducks-call-ducks-1615457181.jpg?crop=0.670xw:1.00xh;0.157xw,0&resize=980:*\"\n }\n ]\n }\n ],\n \"stream\": true,\n \"params\": {\n \"min_length\": 10,\n \"max_length\": 100,\n \"temperature\": 0.5\n }\n}")
.asString();require 'uri'
require 'net/http'
url = URI("https://api.bytez.com/models/v2/google/gemma-3-4b-it")
http = Net::HTTP.new(url.host, url.port)
http.use_ssl = true
request = Net::HTTP::Post.new(url)
request["Authorization"] = '<api-key>'
request["Content-Type"] = 'application/json'
request.body = "{\n \"messages\": [\n {\n \"role\": \"user\",\n \"content\": [\n {\n \"type\": \"text\",\n \"text\": \"Describe this image\"\n },\n {\n \"type\": \"image\",\n \"url\": \"https://hips.hearstapps.com/hmg-prod/images/how-to-keep-ducks-call-ducks-1615457181.jpg?crop=0.670xw:1.00xh;0.157xw,0&resize=980:*\"\n }\n ]\n }\n ],\n \"stream\": true,\n \"params\": {\n \"min_length\": 10,\n \"max_length\": 100,\n \"temperature\": 0.5\n }\n}"
response = http.request(request)
puts response.read_body{
"error": "<string>",
"output": {
"role": "assistant",
"content": "Aaaaaaaargh matey"
}
}{
"error": "Unauthorized",
"output": null
}{
"error": "Rate limit exceeded",
"output": null
}Authorizations
Set Authorization header to BYTEZ_KEY
'Authorization: YOUR_BYTEZ_KEY_HERE'
Body
application/json
Schema for image-text-to-text models
Conversation history.
Show child attributes
Show child attributes
Example:
[ { "role": "user", "content": [ { "type": "text", "text": "Describe this image" }, { "type": "image", "url": "https://hips.hearstapps.com/hmg-prod/images/how-to-keep-ducks-call-ducks-1615457181.jpg?crop=0.670xw:1.00xh;0.157xw,0&resize=980:*" } ] } ]
Enable text streaming.
Model-specific parameters.
Show child attributes
Show child attributes
⌘I