
Dim paru. Rhowch gynnig ar “video”, “FLUX” neu “webhooks”.
Llwytho modelau…
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/cy/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"
}
}
Galwch y model Nano Banana 2 (nano-banana-2) drwy Doitong API. Dogfennaeth ar gyfer asiantau: https://doitong.com/cy/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"
}
Os yw statws yr ymateb yn "queued" neu "running", holwch GET https://vit.doitong.com/api/v1/requests/REQUEST_ID?wait=20 nes ei fod yn "succeeded"; mae'r ffeiliau yn outputs[].url. Mae POST https://vit.doitong.com/api/v1/quote/nano-banana-2 gyda'r un corff yn dychwelyd yr union bris cyn y rhediad.
Y cais hwn: $0.08 80 o gredydau API Ei redeg ar y dudalen hon
Eich allwedd API newydd. Dim ond nawr y caiff ei ddangos ac mae eisoes yn y cod ac ym maes allwedd API isod. Cadwch ef yn gyfrinachol: peidiwch byth â’i roi mewn cod sy’n rhedeg mewn porwr.
AnogwrHyper-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.
Cynhyrchir rheolyddion o sgema'r model. Mae'r cod a'r pris yn diweddaru wrth i chi eu newid.
/run/nano-banana-2?wait=20
dyfynbris → $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
}
}
}
Mae'ch allwedd yn aros yn y porwr hwn: caiff ei hanfon at Doitong API yn unig a'i chadw (localStorage) dim ond os ticiwch Cofio. Cael allwedd API
Brawd cyflymach a rhatach Nano Banana Pro sy'n dal i drin testun mewn delweddau a golygfeydd aml-wrthrych yn dda. Mae'r allbwn yn amrywio o ragolygon 0.5K i 4K, gyda chymarebau agwedd o 1:8 i 8:1 ar gyfer baneri a straeon fertigol. Mae chwilio dewisol ar y we yn seilio'r llun ar ffeithiau cyfredol, a gall lefel feddwl uchel ddewisol gynllunio cynlluniau cymhleth cyn lluniadu. Hyd at bedair delwedd fesul cais.
Anfonwch naill ai'r enw canonaidd neu'r enw brodorol, nid y ddau. Enwau canonaidd
promptgofynnol
num_imagesdewisol
num_outputs
seeddewisol
aspect_ratiodewisol
output_formatdewisol
safety_tolerancedewisol
system_promptdewisol
resolutiondewisol
limit_generationsdewisol
enable_web_searchdewisol
thinking_leveldewisol
{
"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"
}
}
Ar gyfer asiantau AI: mae'r dudalen hon fel Markdown ar gael yn https://doitong.com/cy/developers/models/nano-banana-2.md. Pob model a chanllaw: https://doitong.com/developers/llms.txt