
קיין פּאַסנדיקע רעזולטאַטן. פּרוּווט „video“, „FLUX“ אָדער „webhooks“.
מאָדעלן ווערן געלאָדן…
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/yi/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"
}
}
רופֿט דעם Nano Banana 2 מאָדעל (nano-banana-2) דורך דער Doitong API. דאָקומענטאַציע פֿאַר אַגענטס: https://doitong.com/yi/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"
}
אויב דער ענטפֿער־סטאַטוס איז "queued" אָדער "running", פֿרעגט מיט GET https://vit.doitong.com/api/v1/requests/REQUEST_ID?wait=20 ביז ער איז "succeeded"; די פֿײַלן זענען אין outputs[].url. POST https://vit.doitong.com/api/v1/quote/nano-banana-2 מיט דעם זעלבן גוף גיט צוריק די גענויע פּרײַז איידערן לויפֿן.
דער דאָזיקער ריקוועסט: $ 0.08 80 API־קרעדיטן לויפֿן עס אויף דער דאָזיקער בלאַט
אײַער נײַער API שליסל. עס ווערט געוויזן בלויז איצט און איז שוין אין דעם קאָד און אין דעם API שליסל־פעלד אונטן. האַלט עס געהיים: לייג עס קיינמאָל נישט אַרײַן אין קאָד וואָס לויפֿט אין אַ בלעטערער.
פּראָמפּטHyper-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.
קאָנטראָלן ווערן דזשענערירט פֿון דעם מאָדעל־סכעמע. דער קאָד און דער פּרײַז דערהײַנטיקן זיך ווען איר ענדערט זיי.
/run/nano-banana-2?wait=20
פּרײַז → $ 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
}
}
}
אײַער key בלײַבט אין דעם בלעטערער: זי ווערט געשיקט נאָר צום Doitong API און אָפּגעהיט (localStorage) נאָר אויב איר טיקט אָן געדענקען. באַקומען אַן API שליסל
אַ שנעלער, ביליקער שוועסטער־מאָדעל פֿון Nano Banana Pro, וואָס באַהאַנדלט נאָך אַלץ גוט טעקסט אין בילדער און סצענעס מיט פֿיל אָביעקטן. דער רעזולטאַט גייט פֿון 0.5K פּריוויועס ביז 4K, מיט אַספּעקט־פֿאַרהעלטענישן פֿון 1:8 ביז 8:1 פֿאַר באַנערס און ווערטיקאַלע סטאָריעס. אַן אָפּציאָנעלער וועב־זוך באַזירט דאָס בילד אויף אַקטועלע פֿאַקטן, און אַן אָפּציאָנעלער הויך־טראכטן־מאָדע פּלאַנירט קאָמפּליצירטע אויסלייגן איידערן צייכענען. ביז פֿיר בילדער פּער בעטן.
שיקט אָדער דעם קאַנאָנישן נאָמען אָדער דעם נאַטיוון נאָמען, נישט ביידע. קאַנאָנישע נעמען
promptפארלאנגט
num_imagesאָפּציאָנעל
num_outputs
seedאָפּציאָנעל
aspect_ratioאָפּציאָנעל
output_formatאָפּציאָנעל
safety_toleranceאָפּציאָנעל
system_promptאָפּציאָנעל
resolutionאָפּציאָנעל
limit_generationsאָפּציאָנעל
enable_web_searchאָפּציאָנעל
thinking_levelאָפּציאָנעל
{
"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"
}
}
פֿאַר AI־אַגענטן: דער בלאַט ווי Markdown געפֿינט זיך בײַ https://doitong.com/yi/developers/models/nano-banana-2.md. אַלע מאָדעלן און גוידעס: https://doitong.com/developers/llms.txt