
Kāore he ōrite. Whakamātauria “video”, “FLUX” rānei “webhooks”.
E uta ana ngā tauira…
nano-banana-2
# Run the model; wait up to 20 s for the finished result in the same call
curl -X POST "https://vit.doitong.com/api/v1/run/nano-banana-2?wait=20" \
-H "Authorization: Bearer $DOITONG_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"prompt": "Hyper-realistic miniature luxury farmhouse construction site at the very first stage of construction, viewed through cinematic macro photography. A small rectangular foundation area partially prepared on natural brown sand and compact soil, realistic miniature construction materials scattered naturally around the site, tiny red bricks, miniature cement bags, wooden beams, gravel, sand piles, metal rods, tiny buckets, miniature trowel, measuring tape, spirit level and other authentic construction tools. Giant human fingers and realistic human hands carefully interacting with the miniature materials, positioning the first construction pieces. The future farmhouse footprint clearly visible but construction has only just begun, with no completed walls or roof. Subtle markings and foundation trenches visible in the soil. A small empty area beside the foundation reserved for a future swimming pool. Extremely realistic material scale, authentic construction imperfections, tiny dust particles, cement residue, fingerprints, rough brick texture and granular soil detail. Professional miniature craftsmanship, photorealistic 8K detail, cinematic studio lighting, realistic soft shadows, shallow depth of field, strong foreground-to-background scale contrast, sharp focus on construction area, premium macro lens photography, realistic bokeh, natural color reproduction, high dynamic range, tactile textures, physically accurate lighting, believable human-to-miniature scale, no cartoon appearance, no CGI look, no text, no watermark.",
"resolution": "1K"
}'
# Still "queued" or "running"? Poll with the id from the response:
curl "https://vit.doitong.com/api/v1/requests/REQUEST_ID?wait=20" \
-H "Authorization: Bearer $DOITONG_API_KEY"
const API = "https://vit.doitong.com/api/v1";
const headers = {
"Authorization": "Bearer " + process.env.DOITONG_API_KEY,
"Content-Type": "application/json",
};
// Run the model; wait up to 20 s for the finished result in the same call
let res = await fetch(API + "/run/nano-banana-2?wait=20", {
method: "POST",
headers,
body: JSON.stringify({
"prompt": "Hyper-realistic miniature luxury farmhouse construction site at the very first stage of construction, viewed through cinematic macro photography. A small rectangular foundation area partially prepared on natural brown sand and compact soil, realistic miniature construction materials scattered naturally around the site, tiny red bricks, miniature cement bags, wooden beams, gravel, sand piles, metal rods, tiny buckets, miniature trowel, measuring tape, spirit level and other authentic construction tools. Giant human fingers and realistic human hands carefully interacting with the miniature materials, positioning the first construction pieces. The future farmhouse footprint clearly visible but construction has only just begun, with no completed walls or roof. Subtle markings and foundation trenches visible in the soil. A small empty area beside the foundation reserved for a future swimming pool. Extremely realistic material scale, authentic construction imperfections, tiny dust particles, cement residue, fingerprints, rough brick texture and granular soil detail. Professional miniature craftsmanship, photorealistic 8K detail, cinematic studio lighting, realistic soft shadows, shallow depth of field, strong foreground-to-background scale contrast, sharp focus on construction area, premium macro lens photography, realistic bokeh, natural color reproduction, high dynamic range, tactile textures, physically accurate lighting, believable human-to-miniature scale, no cartoon appearance, no CGI look, no text, no watermark.",
"resolution": "1K"
}),
});
let request = await res.json();
if (!res.ok) throw new Error(request.error.code + ": " + request.error.message);
// Not finished yet: long-poll until it is
while (request.status === "queued" || request.status === "running") {
res = await fetch(API + "/requests/" + request.id + "?wait=20", { headers });
request = await res.json();
}
if (request.status !== "succeeded") throw new Error(JSON.stringify(request.error));
console.log(request.outputs.map((o) => o.url), request.cost.credits + " API credits ($" + request.cost.usd + ")");
import os
import requests
API = "https://vit.doitong.com/api/v1"
headers = {"Authorization": "Bearer " + os.environ["DOITONG_API_KEY"]}
payload = {
"prompt": "Hyper-realistic miniature luxury farmhouse construction site at the very first stage of construction, viewed through cinematic macro photography. A small rectangular foundation area partially prepared on natural brown sand and compact soil, realistic miniature construction materials scattered naturally around the site, tiny red bricks, miniature cement bags, wooden beams, gravel, sand piles, metal rods, tiny buckets, miniature trowel, measuring tape, spirit level and other authentic construction tools. Giant human fingers and realistic human hands carefully interacting with the miniature materials, positioning the first construction pieces. The future farmhouse footprint clearly visible but construction has only just begun, with no completed walls or roof. Subtle markings and foundation trenches visible in the soil. A small empty area beside the foundation reserved for a future swimming pool. Extremely realistic material scale, authentic construction imperfections, tiny dust particles, cement residue, fingerprints, rough brick texture and granular soil detail. Professional miniature craftsmanship, photorealistic 8K detail, cinematic studio lighting, realistic soft shadows, shallow depth of field, strong foreground-to-background scale contrast, sharp focus on construction area, premium macro lens photography, realistic bokeh, natural color reproduction, high dynamic range, tactile textures, physically accurate lighting, believable human-to-miniature scale, no cartoon appearance, no CGI look, no text, no watermark.",
"resolution": "1K",
}
# Run the model; wait up to 20 s for the finished result in the same call
r = requests.post(API + "/run/nano-banana-2", params={"wait": 20}, json=payload, headers=headers)
request = r.json()
if not r.ok:
raise RuntimeError(request["error"]["code"] + ": " + request["error"]["message"])
# Not finished yet: long-poll until it is
while request["status"] in ("queued", "running"):
request = requests.get(API + "/requests/" + request["id"], params={"wait": 20}, headers=headers).json()
if request["status"] != "succeeded":
raise RuntimeError(request["error"])
print([o["url"] for o in request["outputs"]], request["cost"]["credits"], "API credits", "$" + request["cost"]["usd"])
# 1. Connect once (Claude Code; Cursor, VS Code, Claude Desktop: https://doitong.com/mi/developers/docs/mcp)
claude mcp add --transport http doitong-models https://vit.doitong.com/api/v1/mcp \
--header "Authorization: Bearer $DOITONG_API_KEY"
# 2. Your agent calls the "run" tool with:
{
"model_id": "nano-banana-2",
"input": {
"prompt": "Hyper-realistic miniature luxury farmhouse construction site at the very first stage of construction, viewed through cinematic macro photography. A small rectangular foundation area partially prepared on natural brown sand and compact soil, realistic miniature construction materials scattered naturally around the site, tiny red bricks, miniature cement bags, wooden beams, gravel, sand piles, metal rods, tiny buckets, miniature trowel, measuring tape, spirit level and other authentic construction tools. Giant human fingers and realistic human hands carefully interacting with the miniature materials, positioning the first construction pieces. The future farmhouse footprint clearly visible but construction has only just begun, with no completed walls or roof. Subtle markings and foundation trenches visible in the soil. A small empty area beside the foundation reserved for a future swimming pool. Extremely realistic material scale, authentic construction imperfections, tiny dust particles, cement residue, fingerprints, rough brick texture and granular soil detail. Professional miniature craftsmanship, photorealistic 8K detail, cinematic studio lighting, realistic soft shadows, shallow depth of field, strong foreground-to-background scale contrast, sharp focus on construction area, premium macro lens photography, realistic bokeh, natural color reproduction, high dynamic range, tactile textures, physically accurate lighting, believable human-to-miniature scale, no cartoon appearance, no CGI look, no text, no watermark.",
"resolution": "1K"
}
}
Karangahia te tauira Nano Banana 2 (nano-banana-2) mā te Doitong API. Tuhinga mō ngā āpiha: https://doitong.com/mi/developers/models/nano-banana-2.md
POST https://vit.doitong.com/api/v1/run/nano-banana-2?wait=20
Authorization: Bearer $DOITONG_API_KEY
Content-Type: application/json
{
"prompt": "Hyper-realistic miniature luxury farmhouse construction site at the very first stage of construction, viewed through cinematic macro photography. A small rectangular foundation area partially prepared on natural brown sand and compact soil, realistic miniature construction materials scattered naturally around the site, tiny red bricks, miniature cement bags, wooden beams, gravel, sand piles, metal rods, tiny buckets, miniature trowel, measuring tape, spirit level and other authentic construction tools. Giant human fingers and realistic human hands carefully interacting with the miniature materials, positioning the first construction pieces. The future farmhouse footprint clearly visible but construction has only just begun, with no completed walls or roof. Subtle markings and foundation trenches visible in the soil. A small empty area beside the foundation reserved for a future swimming pool. Extremely realistic material scale, authentic construction imperfections, tiny dust particles, cement residue, fingerprints, rough brick texture and granular soil detail. Professional miniature craftsmanship, photorealistic 8K detail, cinematic studio lighting, realistic soft shadows, shallow depth of field, strong foreground-to-background scale contrast, sharp focus on construction area, premium macro lens photography, realistic bokeh, natural color reproduction, high dynamic range, tactile textures, physically accurate lighting, believable human-to-miniature scale, no cartoon appearance, no CGI look, no text, no watermark.",
"resolution": "1K"
}
Mēnā ko "queued" "running" rānei te tūnga whakautu, uiuitia GET https://vit.doitong.com/api/v1/requests/REQUEST_ID?wait=20 kia "succeeded"; kei outputs[].url ngā kōnae. Ko POST https://vit.doitong.com/api/v1/quote/nano-banana-2 me taua tinana anō ka whakahoki i te utu tika i mua i te whakahaere.
Tēnei tono: $ 0.08 80 whiwhinga API Whakahaerehia ki tēnei whārangi
Tō kī API hou. Ka whakaaturia ināianei anake, ā, kua whakaurua kētia ki te waehere me te āpure kī API kei raro. Me huna: kaua rawa e waiho ki te waehere e whakahaere ana i roto i te pūtirotiro.
TohutohuHyper-realistic miniature luxury farmhouse construction site at the very first stage of construction, viewed through cinematic macro photography. A small rectangular foundation area partially prepared on natural brown sand and compact soil, realistic miniature construction materials scattered naturally around the site, tiny red bricks, miniature cement bags, wooden beams, gravel, sand piles, metal rods, tiny buckets, miniature trowel, measuring tape, spirit level and other authentic construction tools. Giant human fingers and realistic human hands carefully interacting with the miniature materials, positioning the first construction pieces. The future farmhouse footprint clearly visible but construction has only just begun, with no completed walls or roof. Subtle markings and foundation trenches visible in the soil. A small empty area beside the foundation reserved for a future swimming pool. Extremely realistic material scale, authentic construction imperfections, tiny dust particles, cement residue, fingerprints, rough brick texture and granular soil detail. Professional miniature craftsmanship, photorealistic 8K detail, cinematic studio lighting, realistic soft shadows, shallow depth of field, strong foreground-to-background scale contrast, sharp focus on construction area, premium macro lens photography, realistic bokeh, natural color reproduction, high dynamic range, tactile textures, physically accurate lighting, believable human-to-miniature scale, no cartoon appearance, no CGI look, no text, no watermark.
Ka hangaia ngā mana whakahaere mai i te aronuinga o te tauira. Ka whakahoungia te waehere me te utu ina whakarerekē koe.
/run/nano-banana-2?wait=20
utu → $ 0.08
# Run the model; wait up to 20 s for the finished result in the same call
curl -X POST "https://vit.doitong.com/api/v1/run/nano-banana-2?wait=20" \
-H "Authorization: Bearer $DOITONG_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"prompt": "Hyper-realistic miniature luxury farmhouse construction site at the very first stage of construction, viewed through cinematic macro photography. A small rectangular foundation area partially prepared on natural brown sand and compact soil, realistic miniature construction materials scattered naturally around the site, tiny red bricks, miniature cement bags, wooden beams, gravel, sand piles, metal rods, tiny buckets, miniature trowel, measuring tape, spirit level and other authentic construction tools. Giant human fingers and realistic human hands carefully interacting with the miniature materials, positioning the first construction pieces. The future farmhouse footprint clearly visible but construction has only just begun, with no completed walls or roof. Subtle markings and foundation trenches visible in the soil. A small empty area beside the foundation reserved for a future swimming pool. Extremely realistic material scale, authentic construction imperfections, tiny dust particles, cement residue, fingerprints, rough brick texture and granular soil detail. Professional miniature craftsmanship, photorealistic 8K detail, cinematic studio lighting, realistic soft shadows, shallow depth of field, strong foreground-to-background scale contrast, sharp focus on construction area, premium macro lens photography, realistic bokeh, natural color reproduction, high dynamic range, tactile textures, physically accurate lighting, believable human-to-miniature scale, no cartoon appearance, no CGI look, no text, no watermark.",
"resolution": "1K"
}'
# Still "queued" or "running"? Poll with the id from the response:
curl "https://vit.doitong.com/api/v1/requests/REQUEST_ID?wait=20" \
-H "Authorization: Bearer $DOITONG_API_KEY"
const API = "https://vit.doitong.com/api/v1";
const headers = {
"Authorization": "Bearer " + process.env.DOITONG_API_KEY,
"Content-Type": "application/json",
};
// Run the model; wait up to 20 s for the finished result in the same call
let res = await fetch(API + "/run/nano-banana-2?wait=20", {
method: "POST",
headers,
body: JSON.stringify({
"prompt": "Hyper-realistic miniature luxury farmhouse construction site at the very first stage of construction, viewed through cinematic macro photography. A small rectangular foundation area partially prepared on natural brown sand and compact soil, realistic miniature construction materials scattered naturally around the site, tiny red bricks, miniature cement bags, wooden beams, gravel, sand piles, metal rods, tiny buckets, miniature trowel, measuring tape, spirit level and other authentic construction tools. Giant human fingers and realistic human hands carefully interacting with the miniature materials, positioning the first construction pieces. The future farmhouse footprint clearly visible but construction has only just begun, with no completed walls or roof. Subtle markings and foundation trenches visible in the soil. A small empty area beside the foundation reserved for a future swimming pool. Extremely realistic material scale, authentic construction imperfections, tiny dust particles, cement residue, fingerprints, rough brick texture and granular soil detail. Professional miniature craftsmanship, photorealistic 8K detail, cinematic studio lighting, realistic soft shadows, shallow depth of field, strong foreground-to-background scale contrast, sharp focus on construction area, premium macro lens photography, realistic bokeh, natural color reproduction, high dynamic range, tactile textures, physically accurate lighting, believable human-to-miniature scale, no cartoon appearance, no CGI look, no text, no watermark.",
"resolution": "1K"
}),
});
let request = await res.json();
if (!res.ok) throw new Error(request.error.code + ": " + request.error.message);
// Not finished yet: long-poll until it is
while (request.status === "queued" || request.status === "running") {
res = await fetch(API + "/requests/" + request.id + "?wait=20", { headers });
request = await res.json();
}
if (request.status !== "succeeded") throw new Error(JSON.stringify(request.error));
console.log(request.outputs.map((o) => o.url), request.cost.credits + " API credits ($" + request.cost.usd + ")");
import os
import requests
API = "https://vit.doitong.com/api/v1"
headers = {"Authorization": "Bearer " + os.environ["DOITONG_API_KEY"]}
payload = {
"prompt": "Hyper-realistic miniature luxury farmhouse construction site at the very first stage of construction, viewed through cinematic macro photography. A small rectangular foundation area partially prepared on natural brown sand and compact soil, realistic miniature construction materials scattered naturally around the site, tiny red bricks, miniature cement bags, wooden beams, gravel, sand piles, metal rods, tiny buckets, miniature trowel, measuring tape, spirit level and other authentic construction tools. Giant human fingers and realistic human hands carefully interacting with the miniature materials, positioning the first construction pieces. The future farmhouse footprint clearly visible but construction has only just begun, with no completed walls or roof. Subtle markings and foundation trenches visible in the soil. A small empty area beside the foundation reserved for a future swimming pool. Extremely realistic material scale, authentic construction imperfections, tiny dust particles, cement residue, fingerprints, rough brick texture and granular soil detail. Professional miniature craftsmanship, photorealistic 8K detail, cinematic studio lighting, realistic soft shadows, shallow depth of field, strong foreground-to-background scale contrast, sharp focus on construction area, premium macro lens photography, realistic bokeh, natural color reproduction, high dynamic range, tactile textures, physically accurate lighting, believable human-to-miniature scale, no cartoon appearance, no CGI look, no text, no watermark.",
"resolution": "1K",
}
# Run the model; wait up to 20 s for the finished result in the same call
r = requests.post(API + "/run/nano-banana-2", params={"wait": 20}, json=payload, headers=headers)
request = r.json()
if not r.ok:
raise RuntimeError(request["error"]["code"] + ": " + request["error"]["message"])
# Not finished yet: long-poll until it is
while request["status"] in ("queued", "running"):
request = requests.get(API + "/requests/" + request["id"], params={"wait": 20}, headers=headers).json()
if request["status"] != "succeeded":
raise RuntimeError(request["error"])
print([o["url"] for o in request["outputs"]], request["cost"]["credits"], "API credits", "$" + request["cost"]["usd"])
{
"jsonrpc": "2.0",
"id": 1,
"method": "tools/call",
"params": {
"name": "run",
"arguments": {
"model_id": "nano-banana-2",
"input": {
"prompt": "Hyper-realistic miniature luxury farmhouse construction site at the very first stage of construction, viewed through cinematic macro photography. A small rectangular foundation area partially prepared on natural brown sand and compact soil, realistic miniature construction materials scattered naturally around the site, tiny red bricks, miniature cement bags, wooden beams, gravel, sand piles, metal rods, tiny buckets, miniature trowel, measuring tape, spirit level and other authentic construction tools. Giant human fingers and realistic human hands carefully interacting with the miniature materials, positioning the first construction pieces. The future farmhouse footprint clearly visible but construction has only just begun, with no completed walls or roof. Subtle markings and foundation trenches visible in the soil. A small empty area beside the foundation reserved for a future swimming pool. Extremely realistic material scale, authentic construction imperfections, tiny dust particles, cement residue, fingerprints, rough brick texture and granular soil detail. Professional miniature craftsmanship, photorealistic 8K detail, cinematic studio lighting, realistic soft shadows, shallow depth of field, strong foreground-to-background scale contrast, sharp focus on construction area, premium macro lens photography, realistic bokeh, natural color reproduction, high dynamic range, tactile textures, physically accurate lighting, believable human-to-miniature scale, no cartoon appearance, no CGI look, no text, no watermark.",
"resolution": "1K"
},
"wait_seconds": 20
}
}
}
Ka noho tō kī ki tēnei pūtirotiro: ka tukuna ki te Doitong API anake, ā, ka tiakina ki te localStorage anake ina tohua e koe te Mahara. Tikina he kī API
He hoa tere ake, he iti ake te utu o Nano Banana Pro, engari ka pai tonu tana whakahaere i te kuputuhi i roto i ngā whakaahua me ngā whakaaturanga maha-mea. Mai i ngā arokite 0.5K ki te 4K te putanga, me ngā ōwehenga āhuatanga mai i te 1:8 ki te 8:1 mō ngā kara me ngā kōrero poutū. Mā te rapu tukutuku kōwhiringa e ū ai te whakaahua ki ngā meka o nāianei, ā, mā te taumata whakaaro nui kōwhiringa e whakamahere ngā whakatakotoranga matatini i mua i te tuhi. Kia whā ngā whakaahua mō ia tono.
Tukuna te ingoa tōmua, te ingoa taketake rānei, kaua e rua. Ngā ingoa tōmua
prompte hiahiatia ana
num_imageskōwhiringa
num_outputs
seedkōwhiringa
aspect_ratiokōwhiringa
output_formatkōwhiringa
safety_tolerancekōwhiringa
system_promptkōwhiringa
resolutionkōwhiringa
limit_generationskōwhiringa
enable_web_searchkōwhiringa
thinking_levelkōwhiringa
{
"id": "req_8k2m4q7x1z9c3v5b6n0p2r4t",
"object": "request",
"model": "nano-banana-2",
"status": "succeeded",
"created_at": "2026-10-20T12:00:00Z",
"started_at": "2026-10-20T12:00:02Z",
"completed_at": "2026-10-20T12:00:09Z",
"queue_position": null,
"cost": {
"credits": 80,
"usd": "0.08",
"charged": 80,
"refunded": 0
},
"input": {
"prompt": "A cozy bookshop window at night with a hand-painted sign reading \"Open Late\", warm light, rain on the glass",
"aspect_ratio": "4:5",
"resolution": "1K"
},
"output": {
"images": [
{
"url": "https://content.doitong.com/dev-api/2026/10/20/req_8k2m4q7x1z9c3v5b6n0p2r4t/0-output.jpeg",
"content_type": "image/jpeg",
"file_name": "0-output.jpeg",
"file_size": 1843200,
"width": 1024,
"height": 768
}
],
"description": "string"
},
"outputs": [
{
"type": "image",
"url": "https://content.doitong.com/dev-api/2026/10/20/req_8k2m4q7x1z9c3v5b6n0p2r4t/0-output.jpeg",
"content_type": "image/jpeg",
"file_size": 1843200,
"width": 1024,
"height": 768,
"stored": true
}
],
"error": null,
"metrics": {
"inference_seconds": 6.8
},
"urls": {
"self": "https://vit.doitong.com/api/v1/requests/req_8k2m4q7x1z9c3v5b6n0p2r4t",
"cancel": "https://vit.doitong.com/api/v1/requests/req_8k2m4q7x1z9c3v5b6n0p2r4t/cancel"
}
}
Mō ngā āpiha AI: kei te wātea tēnei whārangi hei Markdown ki https://doitong.com/mi/developers/models/nano-banana-2.md. Ngā tauira me ngā aratohu katoa: https://doitong.com/developers/llms.txt