
Nane matches. Proba “video”, “FLUX” vaj “webhooks”.
Lodime modeli…
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/rom/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"
}
}
Kall o Nano Banana 2 modelo (nano-banana-2) vas o Doitong API. Dokumentacia vaš agentura: https://doitong.com/rom/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"
}
Te o response status si "queued" vaj "running", ker polling GET https://vit.doitong.com/api/v1/requests/REQUEST_ID?wait=20 dži kaj te avel "succeeded"; e fajlo si andro outputs[].url. POST https://vit.doitong.com/api/v1/quote/nano-banana-2 sa jekhe body-esa del o precizno molipen angl-o phiripen.
Kava mangipen: $0.08 80 API krediti Phir les kate
Tiro nevo API klidin. Dikhavel pes akana numa thaj si angleder ando kodo thaj ando API klidin kotor tele. Garav les: na thovel les ande kodo savo keren andre jekh browser.
PromptoHyper-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.
O kontrolura kerde si katar e schemaske. O kodo thaj e cena menjinen sar tu len menjines.
/run/nano-banana-2?wait=20
hesab → $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
}
}
}
Tiro kluč ačhel kadale browsereste: bičhalel pes numa ko Doitong API thaj šuvav pes (localStorage) numa te tiknes Remember. Le jekh API ključ
Sigo thaj chinneder phral Nano Banana Pro-sko, savo lačhes kerel lila ande kipo thaj scene butenge objektenca. O rezultato džal 0.5K previewendar dži 4K, aspect ratiosenca 1:8 dži 8:1 vaš bannera thaj vertical stories. Opcionalno web-search grounding del aktualone fakta, thaj high thinking level šaj te planirinel komplexone layouta anglal çizipe. Dži štar kipo per mangipen.
Bičhalav vaj e kanonikano nav vaj e native nav, na duj. Kanonikane nava
prompttrubul
num_imagesopcionalno
num_outputs
seedopcionalno
aspect_ratioopcionalno
output_formatopcionalno
safety_toleranceopcionalno
system_promptopcionalno
resolutionopcionalno
limit_generationsopcionalno
enable_web_searchopcionalno
thinking_levelopcionalno
{
"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"
}
}
AI agentenge: kadija rig sar Markdown si kate https://doitong.com/rom/developers/models/nano-banana-2.md. Sa e modelura thaj e gidura: https://doitong.com/developers/llms.txt