SiteOne Crawler Report - ai.google.dev

Summary

Website Quality Score

6.9 Fair

Performance

10.0

SEO

3.5

Security

8.5

Accessibility

5.0

Best Practices

7.0

⛔ Skipped URLs - 271 skipped URLs found.
⛔ Redirects - 21 redirects found.
⛔ 404 CRITICAL - 7 non-existent pages found.
⛔ 7 page(s) without <h1> heading.
⚠️ The title 'Gemini API Additional Terms of Service  |  Google AI for Developers' exceeds the allowed 10% duplicity. 11% of pages have this same title.
⚠️ The description '' exceeds the allowed 10% duplicity. 46% of pages have this same description.
⚠️ 117 page(s) do not support Brotli compression.
⚠️ No WebP image found on the website.
⚠️ No AVIF image found on the website.
⚠️ 11 page(s) with missing quotes on attributes.
⚠️ 31 page(s) with skipped heading levels.
⚠️ 9 page(s) without image alt attributes.
⚠️ 117 page(s) without form labels.
⚠️ 117 page(s) without aria labels.
⚠️ 117 page(s) without role attributes.
⚠️ Security - 496 pages(s) with warning(s).
⏩ Loaded robots.txt for domain 'ai.google.dev': status code 200, size 67 B and took 182 ms.
⏩ External URLs - 271 external URL(s) found.
✅ SSL/TLS certificate is valid until May 18 18:19:43 2026 GMT. Issued by C = US, O = Google Trust Services, CN = WR2. Subject is CN = devsite-sni.developers.google.com.
✅ SSL/TLS certificate issued by 'C = US, O = Google Trust Services, CN = WR2'.
✅ Performance OK - all non-media URLs are faster than 3 seconds.
✅ HTTP headers - found 15 unique headers.
✅ All pages have inline SVGs smaller than 5120 bytes.
✅ All pages have inline SVGs with less than 5 duplicates.
✅ All pages have valid or none inline SVGs.
✅ All pages without multiple <h1> headings.
✅ All pages have DOM depth less than 30.
✅ All pages have clickable (interactive) phone numbers.
✅ All pages have valid HTML.
✅ All pages have lang attribute.
✅ DNS IPv4 OK: domain ai.google.dev resolved to www3.l.google.com., 142.251.38.78 (DNS server: 127.0.0.53).
✅ DNS IPv6 OK: domain ai.google.dev resolved to www3.l.google.com., 2a00:1450:4026:800::200e (DNS server: 127.0.0.53).
📌 DNS Aliases: IP(s) for domain ai.google.dev were resolved by CNAME chain ai.google.dev > www3.l.google.com.

Visited URLs

Found 145 row(s).

URL	Status	Type	Time (s)	Size	Cache
/gemini-api/docs	200	HTML	236 ms	135 kB	0s (no-cache)
/gemini-api/docs/llama-index	200	HTML	384 ms	128 kB	0s (no-cache)
/gemini-api	301	Redirect	233 ms	97 B	30 d
/gemini-api/docs/deprecations	200	HTML	337 ms	106 kB	0s (no-cache)
/gemini-api/docs/crewai-example	200	HTML	245 ms	114 kB	0s (no-cache)
/gemini-api/docs/text-generation	200	HTML	689 ms	346 kB	0s (no-cache)
/gemini-api/docs/partner-integration	200	HTML	275 ms	106 kB	0s (no-cache)
/gemini-api/docs/api-key	200	HTML	345 ms	119 kB	0s (no-cache)
/gemini-api/docs/url-context	200	HTML	261 ms	124 kB	0s (no-cache)
/gemini-api/docs/music-generation	200	HTML	302 ms	136 kB	0s (no-cache)
/gemini-api/docs/migrate-to-cloud	200	HTML	651 ms	114 kB	0s (no-cache)
/gemini-api/docs/live-api/capabilities	200	HTML	274 ms	286 kB	0s (no-cache)
/gemini-api/docs/live-api/best-practices	200	HTML	272 ms	117 kB	0s (no-cache)
/gemini-api/docs/troubleshooting	200	HTML	248 ms	106 kB	0s (no-cache)
/gemini-api/docs/media-resolution	200	HTML	282 ms	127 kB	0s (no-cache)
/gemini-api/docs/models/gemini-3-flash-preview	200	HTML	263 ms	106 kB	0s (no-cache)
/gemini-api/docs/learnlm	200	HTML	573 ms	99 kB	0s (no-cache)
/gemini-api/docs/function-calling	200	HTML	406 ms	387 kB	0s (no-cache)
/gemini-api/docs/thinking	200	HTML	331 ms	220 kB	0s (no-cache)
/gemini-api/docs/google-search	200	HTML	320 ms	135 kB	0s (no-cache)
/gemini-api/docs/migrate	200	HTML	485 ms	409 kB	0s (no-cache)
/gemini-api/docs/caching	200	HTML	350 ms	191 kB	0s (no-cache)
/gemini-api/terms	200	HTML	270 ms	112 kB	0s (no-cache)
/gemini-api/docs/long-context	200	HTML	459 ms	101 kB	0s (no-cache)
/gemini-api/docs/openai	200	HTML	322 ms	284 kB	0s (no-cache)
/gemini-api/docs/live-api/tools	200	HTML	298 ms	195 kB	0s (no-cache)
/gemini-api/docs/pricing	200	HTML	330 ms	179 kB	0s (no-cache)
/gemini-api/docs/billing	200	HTML	386 ms	118 kB	0s (no-cache)
/gemini-api/docs/files	200	HTML	340 ms	172 kB	0s (no-cache)
/gemini-api/docs/image-understanding	200	HTML	298 ms	235 kB	0s (no-cache)
/gemini-api/docs/logs-policy	200	HTML	301 ms	93 kB	0s (no-cache)
/gemini-api/docs/tools	200	HTML	290 ms	97 kB	0s (no-cache)
/gemini-api/docs/tokens	200	HTML	377 ms	234 kB	0s (no-cache)
/gemini-api/docs/aistudio-fullstack	200	HTML	299 ms	95 kB	0s (no-cache)
/gemini-api/docs/live-api/get-started-websocket	200	HTML	292 ms	165 kB	0s (no-cache)
/gemini-api/docs/aistudio-build-mode	200	HTML	283 ms	98 kB	0s (no-cache)
/gemini-api/docs/image-generation	200	HTML	512 ms	1 MB	0s (no-cache)
/gemini-api/docs/ai-studio-quickstart	200	HTML	395 ms	96 kB	0s (no-cache)
/gemini-api/docs/video-understanding	200	HTML	895 ms	176 kB	0s (no-cache)
/gemini-api/docs/batch-api	200	HTML	388 ms	346 kB	0s (no-cache)
/gemini-api/docs/live-api	200	HTML	430 ms	117 kB	0s (no-cache)
/gemini-api/docs/live	301	Redirect	203 ms	115 B	30 d
/gemini-api/docs/live-api/get-started-sdk	200	HTML	406 ms	131 kB	0s (no-cache)
/gemini-api/docs/imagen	200	HTML	557 ms	161 kB	0s (no-cache)
/gemini-api/docs/robotics-overview	200	HTML	364 ms	213 kB	0s (no-cache)
/gemini-api/docs/feedback-policies	200	HTML	438 ms	90 kB	0s (no-cache)
/gemini-api/docs/langgraph-example	200	HTML	363 ms	124 kB	0s (no-cache)
/gemini-api/docs/maps-grounding	200	HTML	508 ms	204 kB	0s (no-cache)
/gemini-api/docs/speech-generation	200	HTML	289 ms	189 kB	0s (no-cache)
/gemini-api/docs/video	200	HTML	456 ms	442 kB	0s (no-cache)
/gemini-api/docs/rate-limits	200	HTML	793 ms	101 kB	0s (no-cache)
/gemini-api/docs/safety-settings	200	HTML	468 ms	118 kB	0s (no-cache)
/gemini-api/docs/embeddings	200	HTML	829 ms	282 kB	0s (no-cache)
/gemini-api/docs/live-api/ephemeral-tokens	200	HTML	343 ms	118 kB	0s (no-cache)
/gemini-api/docs/coding-agents	200	HTML	282 ms	98 kB	0s (no-cache)
/gemini-api/docs/vercel-ai-sdk-example	200	HTML	260 ms	144 kB	0s (no-cache)
/gemini-api/docs/changelog	200	HTML	306 ms	139 kB	0s (no-cache)
/gemini-api/docs/audio	200	HTML	314 ms	241 kB	0s (no-cache)
/gemini-api/docs/agents	200	HTML	276 ms	92 kB	0s (no-cache)
/gemini-api/docs/computer-use	200	HTML	319 ms	203 kB	0s (no-cache)
/gemini-api/docs/tool-combination	200	HTML	320 ms	189 kB	0s (no-cache)
/gemini-api/docs/models	200	HTML	317 ms	129 kB	0s (no-cache)
/gemini-api/docs/code-execution	200	HTML	428 ms	194 kB	0s (no-cache)
/gemini-api/docs/file-input-methods	200	HTML	313 ms	175 kB	0s (no-cache)
/gemini-api/docs/file-search	200	HTML	453 ms	205 kB	0s (no-cache)
/gemini-api/docs/safety-guidance	200	HTML	375 ms	106 kB	0s (no-cache)
/gemini-api/docs/prompting-strategies	200	HTML	344 ms	141 kB	0s (no-cache)
/gemini-api/docs/logs-datasets	200	HTML	592 ms	93 kB	0s (no-cache)
/gemini-api/docs/structured-output	200	HTML	753 ms	178 kB	0s (no-cache)
/gemini-api/docs/oauth	200	HTML	431 ms	111 kB	0s (no-cache)
/gemini-api/docs/interactions	200	HTML	761 ms	643 kB	0s (no-cache)
/gemini-api/docs/available-regions	200	HTML	415 ms	94 kB	0s (no-cache)
/gemini-api/docs/deep-research	200	HTML	412 ms	205 kB	0s (no-cache)
/gemini-api/docs/document-processing	200	HTML	280 ms	280 kB	0s (no-cache)
/gemini-api/docs/temporal-example	200	HTML	381 ms	171 kB	0s (no-cache)
/gemini-api/docs/usage-policies	200	HTML	306 ms	91 kB	0s (no-cache)
/gemini-api/docs/live-api/session-management	200	HTML	294 ms	133 kB	0s (no-cache)
/gemini-api/docs/libraries	200	HTML	278 ms	100 kB	0s (no-cache)
/gemini-api/docs/gemini-3	200	HTML	1.2 s	329 kB	0s (no-cache)
/gemini-api/docs/quickstart	200	HTML	276 ms	124 kB	0s (no-cache)
/gemini-api/docs/troubleshoot-ai-studio	200	HTML	569 ms	90 kB	0s (no-cache)
/gemini-api/docs/thought-signatures	200	HTML	306 ms	206 kB	0s (no-cache)
/gemini-api/docs/grounding	301	Redirect	193 ms	125 B	30 d
/gemini-api/docs/ephemeral-tokens	301	Redirect	295 ms	149 B	30 d
/gemini-api/docs/workspace	200	HTML	1.2 s	90 kB	0s (no-cache)
/gemini-api/docs/:	404	HTML	289 ms	82 kB	0s (no-cache)
/gemini-api/docs/models/experimental-models	301	Redirect	220 ms	111 B	30 d
/gemini-api/docs/audio-generation	404	HTML	252 ms	82 kB	0s (no-cache)
/gemini-api/docs/live-guide	301	Redirect	208 ms	141 B	30 d
/gemini-api/docs/live-session	301	Redirect	171 ms	153 B	30 d
/gemini-api/docs/live-tools	301	Redirect	195 ms	127 B	30 d
/gemini-api/docs/models/gemini	301	Redirect	212 ms	111 B	30 d
/gemini-api/docs/api-keys	404	HTML	304 ms	82 kB	0s (no-cache)
/gemini-api/docs/api-versions	200	HTML	388 ms	64 kB	0s (no-cache)
/gemini-api/docs/system-instructions	301	Redirect	325 ms	129 B	30 d
/gemini-api/terms-archive	200	HTML	319 ms	38 kB	0s (no-cache)
/gemini-api/docs/safety_setting_gemini	404	HTML	303 ms	82 kB	0s (no-cache)
/gemini-api/docs/prompting_with_media	301	Redirect	273 ms	135 B	30 d
/gemini-api/docs/prompting_with_media?lang=python	301	Redirect	323 ms	159 B	30 d
/gemini-api/docs/vision	301	Redirect	230 ms	137 B	30 d
/gemini-api/docs/text-generation?lang=python	200	HTML	293 ms	346 kB	0s (no-cache)
/gemini-api/docs/batch-mode	301	Redirect	370 ms	117 B	30 d
/gemini-api/docs/function-calling/tutorial	301	Redirect	285 ms	131 B	30 d
/gemini-api/docs/toold-combination	404	HTML	290 ms	82 kB	0s (no-cache)
/gemini-api/docs/structured-output?example=recipe	200	HTML	362 ms	178 kB	0s (no-cache)
/gemini-api/docs/prompting-intro	301	Redirect	251 ms	139 B	30 d
/gemini-api/docs/models/gemini-3-pro-image-preview	200	HTML	351 ms	106 kB	0s (no-cache)
/gemini-api/docs/thinking-mode	301	Redirect	228 ms	115 B	30 d
/gemini-api/docs/json-mode	301	Redirect	331 ms	133 B	30 d
/gemini-api/docs/models/gemini-v2	301	Redirect	231 ms	111 B	30 d
/gemini-api/docs/function-calling?example=meeting	200	HTML	554 ms	387 kB	0s (no-cache)
/gemini-api/docs/model-tuning	200	HTML	272 ms	39 kB	0s (no-cache)
/gemini-api/docs/api-overview	301	Redirect	222 ms	73 B	30 d
/gemini-api/docs/semantic_retrieval	301	Redirect	211 ms	97 B	30 d
/gemini-api/docs/models/gemini-embedding-001	200	HTML	309 ms	104 kB	0s (no-cache)
/gemini-api/docs/models/lyria-realtime-exp	200	HTML	417 ms	104 kB	0s (no-cache)
/gemini-api/docs/video?example=dialogue	200	HTML	956 ms	442 kB	0s (no-cache)
/gemini-api/docs/models/deep-research-pro-preview-12-2025	200	HTML	429 ms	104 kB	0s (no-cache)
/gemini-api/docs/models/gemini-3-pro-preview	200	HTML	287 ms	105 kB	0s (no-cache)
/gemini-api/docs/models/gemini-embedding-2-preview	200	HTML	476 ms	104 kB	0s (no-cache)
/gemini-api/docs/models/imagen	200	HTML	346 ms	103 kB	0s (no-cache)
/gemini-api/docs/prompt-strategies	404	HTML	362 ms	82 kB	0s (no-cache)
/gemini-api/docs/gemini-for-research	200	HTML	333 ms	67 kB	0s (no-cache)
/gemini-api/terms-archive/terms_05_20_25	200	HTML	267 ms	52 kB	0s (no-cache)
/gemini-api/prompts	200	HTML	529 ms	159 kB	0s (no-cache)
/gemini-api/terms-archive/terms_12_18_25	200	HTML	390 ms	59 kB	0s (no-cache)
/gemini-api/terms-archive/terms_04_03_25	200	HTML	311 ms	52 kB	0s (no-cache)
/gemini-api/terms-archive/terms_10_17_25	200	HTML	477 ms	58 kB	0s (no-cache)
/gemini-api/terms-archive/terms_10_07_25	200	HTML	287 ms	54 kB	0s (no-cache)
/gemini-api/terms-archive/terms_12_13_23	200	HTML	393 ms	42 kB	0s (no-cache)
/gemini-api/terms-archive/terms_11_20_25	200	HTML	327 ms	59 kB	0s (no-cache)
/gemini-api/terms-archive/terms_05_14_24	200	HTML	710 ms	47 kB	0s (no-cache)
/gemini-api/terms-archive/terms_09_20_23	200	HTML	339 ms	42 kB	0s (no-cache)
/gemini-api/terms-archive/terms_02_15_24	200	HTML	277 ms	42 kB	0s (no-cache)
/gemini-api/terms-archive/terms_02_05_25	200	HTML	405 ms	52 kB	0s (no-cache)
/gemini-api/terms-archive/terms_09_25_25	200	HTML	276 ms	54 kB	0s (no-cache)
/gemini-api/terms-archive/terms_05_10_23	200	HTML	347 ms	41 kB	0s (no-cache)
/gemini-api/terms-archive/terms_08_28_23	200	HTML	337 ms	42 kB	0s (no-cache)
/gemini-api/terms-archive/terms_05_02_24	200	HTML	381 ms	46 kB	0s (no-cache)
/gemini-api/terms-archive/terms_03_20_24	200	HTML	501 ms	42 kB	0s (no-cache)
/gemini-api/docs/files?lang=python	200	HTML	367 ms	172 kB	0s (no-cache)
/gemini-api/terms-archive/terms-archive	404	HTML	396 ms	82 kB	0s (no-cache)
/gemini-api/terms-archive/index	200	HTML	237 ms	38 kB	0s (no-cache)
/gemini-api/cookbook	200	HTML	369 ms	165 kB	0s (no-cache)
/gemini-api/terms-archive/terms_12_20_24	200	HTML	1.3 s	52 kB	0s (no-cache)
No rows found, please edit your search term.

(+) Show entire table

Best practices

Found 12 row(s).

Analysis name	OK	Notice	Warning	Critical
Missing quotes on attributes	0	0	2	0
DOM depth (> 30)	124	0	0	0
Heading structure	210	0	33	0
Duplicate inline SVGs (> 5 and > 1024 B)	2	0	0	0
Large inline SVGs (> 5120 B)	2	0	0	0
Invalid inline SVGs	2	0	0	0
Non-clickable phone numbers	1	0	0	0
Title uniqueness (> 10%)	93	0	1	0
Description uniqueness (> 10%)	57	0	1	0
Brotli support	0	0	117	0
WebP support	0	0	1	0
AVIF support	0	0	1	0
No rows found, please edit your search term.

Large inline SVGs

No problems found.

Duplicate inline SVGs

No problems found.

Invalid inline SVGs

No problems found.

Missing quotes on attributes

Severity	Occurs	Detail	Affected URLs (max 5)
warning	11	The attribute 'href' has a value 'https://ai.google.dev/gemini-api/terms' not enclosed in quotes in tag <a>	URL 1, URL 2, URL 3, URL 4, URL 5
warning	11	The attribute 'href' has a value 'https://ai.google.dev/gemini-api/terms-archive/index' not enclosed in quotes in tag <a>	URL 1, URL 2, URL 3, URL 4, URL 5

DOM depth

No problems found.

Heading structure

Severity	Occurs	Detail	Affected URLs (max 5)
critical	7	No <h1> tag found in the HTML content.	URL 1, URL 2, URL 3, URL 4, URL 5
warning	20	Heading structure is skipping levels: found an <h3> after an <h1>.	URL 1, URL 2, URL 3, URL 4, URL 5
warning	10	Heading structure is skipping levels: found an <h5> after an <h3>.	URL 1, URL 2
warning	7	Heading structure is skipping levels: found an <h3> without a previous higher heading.	URL 1, URL 2, URL 3, URL 4, URL 5
warning	6	Heading structure is skipping levels: found an <h4> after an <h2>.	URL 1, URL 2, URL 3
warning	4	Heading structure is skipping levels: found an <h6> after an <h3>.	/gemini-api/docs/interactions

Non-clickable phone numbers

No problems found.

Title uniqueness

No problems found.

Description uniqueness

No problems found.

Accessibility

Analysis name	OK	Warning
Missing roles	0	6
Missing aria labels	8	174
Missing html lang attribute	1	0
Missing image alt attributes	211	58
Missing form labels	0	2

Valid HTML

No problems found.

Missing image alt attributes

Severity	Occurs	Detail	Affected URLs (max 5)
warning	56	<img class="fit-" ** >	URL 1, URL 2
warning	34	<img ***>	URL 1, URL 2, URL 3
warning	7	<img class="screenshot" *** >	URL 1, URL 2, URL 3
warning	2	<img class="card-" ** >	/gemini-api/docs/gemini-for-research

Missing form labels

Severity	Occurs	Detail	Affected URLs (max 5)
warning	117	<input ***>	URL 1, URL 2, URL 3, URL 4, URL 5
warning	117	<input class="devsite-* devsite-" name="q" ** >	URL 1, URL 2, URL 3, URL 4, URL 5

Missing aria labels

Found 26 row(s).

Severity	Occurs	Detail	Affected URLs (max 5)
warning	9215	<a class="devsite-* gc-" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	7891	<a ***>	URL 1, URL 2, URL 3, URL 4, URL 5
warning	1025	<a class="devsite-" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	351	<a class="devsite-* devsite-* button gc-" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	340	<button>	URL 1, URL 2, URL 3, URL 4, URL 5
warning	188	<a class="devsite-* gc-* devsite-" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	117	<a class="skip-* button" *** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	58	<a class="gemini-* gemini-* gemini-* gc-" ** >	URL 1, URL 2
warning	27	<a class="gemini-" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	26	<a class="button button-* ais" *** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	23	<button ***>	URL 1, URL 2, URL 3, URL 4, URL 5
warning	20	<a class="button button-" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	14	<a class="external" *** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	9	<a class="button button-* button-" ** >	URL 1, URL 2, URL 3
warning	9	<a class="gemini-* blue-" ** >	/gemini-api/docs
warning	3	<a class="cta-* btn-" ** >	/gemini-api/docs/pricing
warning	2	<a id="configuration-parameters">	URL 1, URL 2
warning	2	<a class="gc-" ** >	URL 1, URL 2
warning	1	<a id="projects">	/gemini-api/docs/billing
warning	1	<a id="new-user">	/gemini-api/docs/billing
warning	1	<a id="api-keys">	/gemini-api/docs/billing
warning	1	<a id="existing-user">	/gemini-api/docs/billing
warning	1	<a id="aspect-ratios">	/gemini-api/docs/image-generation
warning	1	<a id="paid-tier">	/gemini-api/docs/billing
warning	1	<a id="streaming">	/gemini-api/docs/thinking
warning	1	<a id="supported-models">	/gemini-api/docs/thinking
No rows found, please edit your search term.

(+) Show entire table

Missing roles

Found 14 row(s).

Severity	Occurs	Detail	Affected URLs (max 5)
warning	211	<nav class="devsite-" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	117	<nav class="devsite-* devsite-* nocontent" *** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	117	<nav class="devsite-* nocontent" *** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	112	<aside class="note">	URL 1, URL 2, URL 3, URL 4, URL 5
warning	16	<aside class="special" *** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	16	<aside class="warning">	URL 1, URL 2, URL 3, URL 4, URL 5
warning	14	<aside class="preview">	URL 1, URL 2, URL 3, URL 4, URL 5
warning	6	<aside class="tip">	URL 1, URL 2, URL 3, URL 4, URL 5
warning	5	<aside class="special">	URL 1, URL 2, URL 3, URL 4, URL 5
warning	3	<aside class="objective">	URL 1, URL 2
warning	3	<aside class="experimental">	URL 1, URL 2, URL 3
warning	2	<aside class="caution">	URL 1, URL 2
warning	1	<aside class="deprecated">	/gemini-api/docs/models
warning	1	<aside class="success">	/gemini-api/docs/gemini-3
No rows found, please edit your search term.

Missing html lang attribute

No problems found.

Security

Header	OK	Notice	Warning	Recommendation
X-Frame-Options	0	0	124	X-Frame-Options header is not set. It prevents clickjacking attacks when set to 'deny' or 'sameorigin.
Referrer-Policy	0	0	124	Referrer-Policy header is not set. It controls referrer header sharing and enhances privacy and security.
Feature-Policy	0	0	124	Feature-Policy header is not set. It allows enabling/disabling browser APIs and features for security. Not important if Permissions-Policy is set.
Permissions-Policy	0	0	124	Permissions-Policy header is not set. It allows enabling/disabling browser APIs and features for security.
Server	0	124	0	Server header is set to 'Google Frontend'. It is better not to reveal used technologies.
Strict-Transport-Security	124	0	0
X-XSS-Protection	124	0	0
X-Content-Type-Options	124	0	0
Content-Security-Policy	124	0	0

Security headers

Severity	Occurs	Detail	Affected URLs (max 5)
warning	124	X-Frame-Options header is not set. It prevents clickjacking attacks when set to 'deny' or 'sameorigin.	URL 1, URL 2, URL 3, URL 4, URL 5
warning	124	Permissions-Policy header is not set. It allows enabling/disabling browser APIs and features for security.	URL 1, URL 2, URL 3, URL 4, URL 5
warning	124	Feature-Policy header is not set. It allows enabling/disabling browser APIs and features for security. Not important if Permissions-Policy is set.	URL 1, URL 2, URL 3, URL 4, URL 5
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TOP non-unique titles

Found 10 row(s).

Count 🔽	Title
13	Gemini API Additional Terms of Service  \|  Google AI for Developers
3	PaLM API and MakerSuite Additional Terms of Service  \|  Gemini API  \|  Google AI for Developers
3	Gemini API  \|  Google AI for Developers
2	Files API  \|  Gemini API  \|  Google AI for Developers
2	Additional Terms of Service archive  \|  Gemini API  \|  Google AI for Developers
2	Structured outputs  \|  Gemini API  \|  Google AI for Developers
2	Text generation  \|  Gemini API  \|  Google AI for Developers
2	Function calling with the Gemini API  \|  Google AI for Developers
2	Generate videos with Veo 3.1 in Gemini API  \|  Google AI for Developers
2	Generative AI APIs Additional Terms of Service  \|  Gemini API  \|  Google AI for Developers
No rows found, please edit your search term.

TOP non-unique descriptions

Count 🔽	Description
54
3	Get started building with Gemini's multimodal capabilities in the Gemini API
2	Generate high-fidelity videos with native audio using Google's Veo 3.1 API.
2	Get started building chat and text generation apps with the Gemini API
2	Learn how to generate structured JSON output with the Gemini API.
2	Get started started using Function Calling with the Gemini API

SEO metadata

Found 117 row(s).

URL 🔼	Indexing	Title	H1	Description	Keywords
/gemini-api/cookbook	Allowed	Gemini API Cookbook \| Google AI for Developers	Gemini API cookbook	A collection of guides and code examples for the Gemini API. Explore Python quickstarts and code examples in the Gemini API Cookbook on GitHub.	gemini api,google gemini,ai studio
/gemini-api/docs	Allowed	Gemini API \| Google AI for Developers	Gemini API	Gemini API Docs and API Reference
/gemini-api/docs/agents	Allowed	Agents Overview \| Gemini API \| Google AI for Developers	Agents Overview	Learn how to build and use Agents with the Gemini API, combining models, tools, and reasoning to perform complex tasks.
/gemini-api/docs/ai-studio-quickstart	Allowed	Google AI Studio quickstart \| Gemini API \| Google AI for Developers	Google AI Studio quickstart
/gemini-api/docs/aistudio-build-mode	Allowed	Build apps in Google AI Studio \| Gemini API \| Google AI for Developers	Build apps in Google AI Studio	Learn how to build full-stack applications using the vibe coding experience in Google AI Studio.
/gemini-api/docs/aistudio-fullstack	Allowed	Develop Full-Stack Apps in Google AI Studio \| Gemini API \| Google AI for Developers	Develop Full-Stack Apps in Google AI Studio	Learn how to develop full-stack applications with server-side logic in Google AI Studio.
/gemini-api/docs/api-key	Allowed	Using Gemini API keys \| Google AI for Developers	Using Gemini API keys	Get your Gemini API key and start building in less than 5 minutes.
/gemini-api/docs/api-versions	Allowed	API versions explained \| Gemini API \| Google AI for Developers	API versions explained
/gemini-api/docs/audio	Allowed	Audio understanding \| Gemini API \| Google AI for Developers	Audio understanding
/gemini-api/docs/available-regions	Allowed	Available regions for Google AI Studio and Gemini API \| Google AI for Developers	Available regions for Google AI Studio and Gemini API
/gemini-api/docs/batch-api	Allowed	Batch API \| Gemini API \| Google AI for Developers	Batch API	Get started building with the Batch API
/gemini-api/docs/billing	Allowed	Billing \| Gemini API \| Google AI for Developers	Billing
/gemini-api/docs/caching	Allowed	Context caching \| Gemini API \| Google AI for Developers	Context caching	Learn how to use Context Caching in the Gemini API
/gemini-api/docs/changelog	Allowed	Release notes \| Gemini API \| Google AI for Developers	Release notes	Keep track of updates to the Gemini API
/gemini-api/docs/code-execution	Allowed	Code execution \| Gemini API \| Google AI for Developers	Code execution	Learn how to use the Gemini API code execution feature.
/gemini-api/docs/coding-agents	Allowed	Set up your coding agent \| Gemini API \| Google AI for Developers	Set up your coding agent	Install Gemini API skills to give your AI coding assistant access to the latest documentation and best practices.
/gemini-api/docs/computer-use	Allowed	Computer Use \| Gemini API \| Google AI for Developers	Computer Use	Learn how to use the Gemini API computer use feature.
/gemini-api/docs/crewai-example	Allowed	Customer support analysis with Gemini and CrewAI \| Gemini API \| Google AI for Developers	Customer support analysis with Gemini and CrewAI	Building CrewAI Agents with Gemini
/gemini-api/docs/deep-research	Allowed	Gemini Deep Research Agent \| Gemini API \| Google AI for Developers	Gemini Deep Research Agent	Deep Research is an agent designed to perform complex, long-running context gathering and synthesis tasks.
/gemini-api/docs/deprecations	Allowed	Gemini deprecations \| Gemini API \| Google AI for Developers	Gemini deprecations	Keep track of deprecation schedules for Gemini models and features
/gemini-api/docs/document-processing	Allowed	Document understanding \| Gemini API \| Google AI for Developers	Document understanding	Learn how to use the Gemini API to process documents like PDFs
/gemini-api/docs/embeddings	Allowed	Embeddings \| Gemini API \| Google AI for Developers	Embeddings
/gemini-api/docs/feedback-policies	Allowed	Feedback \| Gemini API \| Google AI for Developers	Feedback
/gemini-api/docs/file-input-methods	Allowed	File input methods \| Gemini API \| Google AI for Developers	File input methods	Get started building with Gemini's multimodal capabilities in the Gemini API
/gemini-api/docs/file-search	Allowed	File Search \| Gemini API \| Google AI for Developers	File Search	Get started building RAG solutions with the File Search tool in the Gemini API
/gemini-api/docs/files	Allowed	Files API \| Gemini API \| Google AI for Developers	Files API
/gemini-api/docs/files?lang=python	Allowed	Files API \| Gemini API \| Google AI for Developers	Files API
/gemini-api/docs/function-calling	Allowed	Function calling with the Gemini API \| Google AI for Developers	Function calling with the Gemini API	Get started started using Function Calling with the Gemini API
/gemini-api/docs/function-calling?example=meeting	Allowed	Function calling with the Gemini API \| Google AI for Developers	Function calling with the Gemini API	Get started started using Function Calling with the Gemini API
/gemini-api/docs/gemini-3	Allowed	Gemini 3 Developer Guide \| Gemini API \| Google AI for Developers	Gemini 3 Developer Guide	Learn about the new features of Gemini 3 in the Gemini API.
/gemini-api/docs/gemini-for-research	Allowed	Gemini API \| Google AI for Developers	Accelerate discovery with Gemini for Research	Accelerate discovery with Gemini for Research
/gemini-api/docs/google-search	Allowed	Grounding with Google Search \| Gemini API \| Google AI for Developers	Grounding with Google Search	Ground your model's responses in real-time information from Google Search to improve factual accuracy and provide citations.
/gemini-api/docs/image-generation	Allowed	Gemini API \| Google AI for Developers	Nano Banana image generation	Get started generating images with the Gemini API using Nano Banana and Nano Banana Pro
/gemini-api/docs/image-understanding	Allowed	Image understanding \| Gemini API \| Google AI for Developers	Image understanding	Get started building with Gemini's multimodal capabilities in the Gemini API
/gemini-api/docs/imagen	Allowed	Generate images using Imagen \| Gemini API \| Google AI for Developers	Generate images using Imagen	Get started generating images with the Gemini API
/gemini-api/docs/interactions	Allowed	Interactions API \| Gemini API \| Google AI for Developers	Interactions API	Get started building with the next-generation Gemini API.
/gemini-api/docs/langgraph-example	Allowed	ReAct agent from scratch with Gemini and LangGraph \| Gemini API \| Google AI for Developers	ReAct agent from scratch with Gemini and LangGraph	Building LangGraph Agents with Gemini
/gemini-api/docs/learnlm	Allowed	LearnLM \| Gemini API \| Google AI for Developers	LearnLM
/gemini-api/docs/libraries	Allowed	Gemini API libraries \| Google AI for Developers	Gemini API libraries	Download and get started with the Gemini API Libraries + SDKs
/gemini-api/docs/live-api	Allowed	Gemini Live API overview \| Gemini API \| Google AI for Developers	Gemini Live API overview
/gemini-api/docs/live-api/best-practices	Allowed	Live API best practices \| Gemini API \| Google AI for Developers	Live API best practices
/gemini-api/docs/live-api/capabilities	Allowed	Live API capabilities guide \| Gemini API \| Google AI for Developers	Live API capabilities guide
/gemini-api/docs/live-api/ephemeral-tokens	Allowed	Ephemeral tokens \| Gemini API \| Google AI for Developers	Ephemeral tokens
/gemini-api/docs/live-api/get-started-sdk	Allowed	Get started with Gemini Live API using the Google GenAI SDK \| Gemini API \| Google AI for Developers	Get started with Gemini Live API using the Google GenAI SDK
/gemini-api/docs/live-api/get-started-websocket	Allowed	Get started with Gemini Live API using WebSockets \| Gemini API \| Google AI for Developers	Get started with Gemini Live API using WebSockets
/gemini-api/docs/live-api/session-management	Allowed	Session management with Live API \| Gemini API \| Google AI for Developers	Session management with Live API
/gemini-api/docs/live-api/tools	Allowed	Tool use with Live API \| Gemini API \| Google AI for Developers	Tool use with Live API
/gemini-api/docs/llama-index	Allowed	Research agent with Gemini and LlamaIndex \| Gemini API \| Google AI for Developers	Research agent with Gemini and LlamaIndex	Building Research Agents with Gemini
/gemini-api/docs/logs-datasets	Allowed	Logs and datasets \| Gemini API \| Google AI for Developers	Logs and datasets	Get started with logging in your Gemini API workflows.
/gemini-api/docs/logs-policy	Allowed	Data Logging and Sharing \| Gemini API \| Google AI for Developers	Data Logging and Sharing	The policy for sharing your data logs for Gemini improvements.
/gemini-api/docs/long-context	Allowed	Long context \| Gemini API \| Google AI for Developers	Long context	Learn about how to get started building with long context (1 million context window) on Gemini.
/gemini-api/docs/maps-grounding	Allowed	Grounding with Google Maps \| Gemini API \| Google AI for Developers	Grounding with Google Maps	Ground your model's responses in rich, real-world data from Google Maps to provide factually accurate, location-aware answers
/gemini-api/docs/media-resolution	Allowed	Media resolution \| Gemini API \| Google AI for Developers	Media resolution	Learn about how to use media resolutions with multimodal inputs.
/gemini-api/docs/migrate	Allowed	Migrate to the Google GenAI SDK \| Gemini API \| Google AI for Developers	Migrate to the Google GenAI SDK
/gemini-api/docs/migrate-to-cloud	Allowed	Gemini Developer API v.s. Vertex AI \| Gemini API \| Google AI for Developers	Gemini Developer API v.s. Vertex AI
/gemini-api/docs/model-tuning	Allowed	Fine-tuning with the Gemini API \| Google AI for Developers	Fine-tuning with the Gemini API	Learn how fine-tune a Gemini model with the Gemini API
/gemini-api/docs/models	Allowed	Models \| Gemini API \| Google AI for Developers	Models	Learn about all of Google's most advanced AI models
/gemini-api/docs/models/deep-research-pro-preview-12-2025	Allowed	Deep Research preview \| Gemini API \| Google AI for Developers	Deep Research preview	Learn about Gemini Deep Research preview model from Google
/gemini-api/docs/models/gemini-3-flash-preview	Allowed	Gemini 3 Flash Preview \| Gemini API \| Google AI for Developers	Gemini 3 Flash Preview	Learn about Gemini 3 Flash Preview from Google
/gemini-api/docs/models/gemini-3-pro-image-preview	Allowed	Gemini 3 Pro Image Preview \| Gemini API \| Google AI for Developers	Gemini 3 Pro Image Preview	Learn about Gemini 3 Pro Image Preview from Google
/gemini-api/docs/models/gemini-3-pro-preview	Allowed	Gemini 3 Pro Preview \| Gemini API \| Google AI for Developers	Gemini 3 Pro Preview	Learn about Gemini 3 Pro Preview from Google
/gemini-api/docs/models/gemini-embedding-001	Allowed	Gemini Embedding model \| Gemini API \| Google AI for Developers	Gemini Embedding model	Learn about the Gemini Embedding model from Google
/gemini-api/docs/models/gemini-embedding-2-preview	Allowed	Gemini Embedding 2 model \| Gemini API \| Google AI for Developers	Gemini Embedding 2 model	Learn about the Gemini Embedding 2 model from Google
/gemini-api/docs/models/imagen	Allowed	Imagen 4 \| Gemini API \| Google AI for Developers	Imagen 4	Learn about Imagen 4 from Google
/gemini-api/docs/models/lyria-realtime-exp	Allowed	Lyria RealTime experimental \| Gemini API \| Google AI for Developers	Lyria RealTime experimental	Learn about the Lyria experimental music generation model from Google
/gemini-api/docs/music-generation	Allowed	Music generation using Lyria RealTime \| Gemini API \| Google AI for Developers	Music generation using Lyria RealTime	Get started building with Lyria's realtime music generation in the Gemini API
/gemini-api/docs/oauth	Allowed	Authentication with OAuth quickstart \| Gemini API \| Google AI for Developers	Authentication with OAuth quickstart
/gemini-api/docs/openai	Allowed	OpenAI compatibility \| Gemini API \| Google AI for Developers	OpenAI compatibility
/gemini-api/docs/partner-integration	Allowed	Partner and library integrations \| Gemini API \| Google AI for Developers	Partner and library integrations	Provide the Gemini API as an integration into your platform or library.
/gemini-api/docs/pricing	Allowed	Gemini Developer API pricing \| Gemini API \| Google AI for Developers	Gemini Developer API pricing	Gemini Developer API Pricing
/gemini-api/docs/prompting-strategies	Allowed	Prompt design strategies \| Gemini API \| Google AI for Developers	Prompt design strategies
/gemini-api/docs/quickstart	Allowed	Gemini API quickstart \| Google AI for Developers	Gemini API quickstart	Get started with the Gemini API for Developers
/gemini-api/docs/rate-limits	Allowed	Rate limits \| Gemini API \| Google AI for Developers	Rate limits
/gemini-api/docs/robotics-overview	Allowed	Gemini Robotics-ER 1.5 \| Gemini API \| Google AI for Developers	Gemini Robotics-ER 1.5	Get started building with Gemini's robotics capabilities in the Gemini API
/gemini-api/docs/safety-guidance	Allowed	Safety and factuality guidance \| Gemini API \| Google AI for Developers	Safety and factuality guidance
/gemini-api/docs/safety-settings	Allowed	Safety settings \| Gemini API \| Google AI for Developers	Safety settings
/gemini-api/docs/speech-generation	Allowed	Text-to-speech generation (TTS) \| Gemini API \| Google AI for Developers	Text-to-speech generation (TTS)	Get started generating audio with the Gemini API
/gemini-api/docs/structured-output	Allowed	Structured outputs \| Gemini API \| Google AI for Developers	Structured outputs	Learn how to generate structured JSON output with the Gemini API.
/gemini-api/docs/structured-output?example=recipe	Allowed	Structured outputs \| Gemini API \| Google AI for Developers	Structured outputs	Learn how to generate structured JSON output with the Gemini API.
/gemini-api/docs/temporal-example	Allowed	Durable AI agent with Gemini and Temporal \| Gemini API \| Google AI for Developers	Durable AI agent with Gemini and Temporal	Building durable AI agents with Gemini and Temporal
/gemini-api/docs/text-generation	Allowed	Text generation \| Gemini API \| Google AI for Developers	Text generation	Get started building chat and text generation apps with the Gemini API
/gemini-api/docs/text-generation?lang=python	Allowed	Text generation \| Gemini API \| Google AI for Developers	Text generation	Get started building chat and text generation apps with the Gemini API
/gemini-api/docs/thinking	Allowed	Gemini thinking \| Gemini API \| Google AI for Developers	Gemini thinking
/gemini-api/docs/thought-signatures	Allowed	Thought Signatures \| Gemini API \| Google AI for Developers	Thought Signatures
/gemini-api/docs/tokens	Allowed	Understand and count tokens \| Gemini API \| Google AI for Developers	Understand and count tokens
/gemini-api/docs/tool-combination	Allowed	Combine built-in tools and function calling \| Gemini API \| Google AI for Developers	Combine built-in tools and function calling	Learn how to maintain context and enable built-in and custom tool combinations in the Gemini API.
/gemini-api/docs/tools	Allowed	Using Tools with Gemini API \| Google AI for Developers	Using Tools with Gemini API	Use tools with the Gemini API to extend the capabilities of Gemini models, enabling them to access real-time information and perform complex computational tasks.
/gemini-api/docs/troubleshoot-ai-studio	Allowed	Troubleshoot Google AI Studio \| Gemini API \| Google AI for Developers	Troubleshoot Google AI Studio
/gemini-api/docs/troubleshooting	Allowed	Troubleshooting guide \| Gemini API \| Google AI for Developers	Troubleshooting guide
/gemini-api/docs/url-context	Allowed	URL context \| Gemini API \| Google AI for Developers	URL context
/gemini-api/docs/usage-policies	Allowed	Abuse monitoring \| Gemini API \| Google AI for Developers	Abuse monitoring
/gemini-api/docs/vercel-ai-sdk-example	Allowed	Market Research Agent with Gemini and the AI SDK by Vercel \| Gemini API \| Google AI for Developers	Market Research Agent with Gemini and the AI SDK by Vercel	Building apps with Gemini and the AI SDK by Vercel
/gemini-api/docs/video	Allowed	Generate videos with Veo 3.1 in Gemini API \| Google AI for Developers	Generate videos with Veo 3.1 in Gemini API	Generate high-fidelity videos with native audio using Google's Veo 3.1 API.
/gemini-api/docs/video-understanding	Allowed	Video understanding \| Gemini API \| Google AI for Developers	Video understanding	Get started building with Gemini's multimodal capabilities in the Gemini API
/gemini-api/docs/video?example=dialogue	Allowed	Generate videos with Veo 3.1 in Gemini API \| Google AI for Developers	Generate videos with Veo 3.1 in Gemini API	Generate high-fidelity videos with native audio using Google's Veo 3.1 API.
/gemini-api/docs/workspace	Allowed	Access Google AI Studio with your Workspace account \| Gemini API \| Google AI for Developers	Access Google AI Studio with your Workspace account
/gemini-api/prompts	Allowed	Google AI Gemini API \| Prompt Gallery \| Google for Developers \| Google AI for Developers	Prompt gallery	Prompt gallery to explore ideas for the Gemini API in Google AI Studio. Code examples and more on the Gemini API cookbook.	gemini api,google gemini,ai studio
/gemini-api/terms	Allowed	Gemini API Additional Terms of Service \| Google AI for Developers	Gemini API Additional Terms of Service
/gemini-api/terms-archive	Allowed	Additional Terms of Service archive \| Gemini API \| Google AI for Developers	Additional Terms of Service archive
/gemini-api/terms-archive/index	Allowed	Additional Terms of Service archive \| Gemini API \| Google AI for Developers	Additional Terms of Service archive
/gemini-api/terms-archive/terms_02_05_25	Allowed	Gemini API Additional Terms of Service \| Google AI for Developers	Gemini API Additional Terms of Service
/gemini-api/terms-archive/terms_02_15_24	Allowed	Gemini API Additional Terms of Service \| Google AI for Developers	Gemini API Additional Terms of Service
/gemini-api/terms-archive/terms_03_20_24	Allowed	Gemini API Additional Terms of Service \| Google AI for Developers	Gemini API Additional Terms of Service
/gemini-api/terms-archive/terms_04_03_25	Allowed	Gemini API Additional Terms of Service \| Google AI for Developers	Gemini API Additional Terms of Service
/gemini-api/terms-archive/terms_05_02_24	Allowed	Gemini API Additional Terms of Service \| Google AI for Developers	Gemini API Additional Terms of Service
/gemini-api/terms-archive/terms_05_10_23	Allowed	PaLM API and MakerSuite Additional Terms of Service \| Gemini API \| Google AI for Developers	PaLM API and MakerSuite Additional Terms of Service
/gemini-api/terms-archive/terms_05_14_24	Allowed	Gemini API Additional Terms of Service \| Google AI for Developers	Gemini API Additional Terms of Service
/gemini-api/terms-archive/terms_05_20_25	Allowed	Gemini API Additional Terms of Service \| Google AI for Developers	Gemini API Additional Terms of Service
/gemini-api/terms-archive/terms_08_28_23	Allowed	PaLM API and MakerSuite Additional Terms of Service \| Gemini API \| Google AI for Developers	PaLM API and MakerSuite Additional Terms of Service
/gemini-api/terms-archive/terms_09_20_23	Allowed	PaLM API and MakerSuite Additional Terms of Service \| Gemini API \| Google AI for Developers	PaLM API and MakerSuite Additional Terms of Service
/gemini-api/terms-archive/terms_09_25_25	Allowed	Gemini API Additional Terms of Service \| Google AI for Developers	Gemini API Additional Terms of Service
/gemini-api/terms-archive/terms_10_07_25	Allowed	Gemini API Additional Terms of Service \| Google AI for Developers	Gemini API Additional Terms of Service
/gemini-api/terms-archive/terms_10_17_25	Allowed	Gemini API Additional Terms of Service \| Google AI for Developers	Gemini API Additional Terms of Service
/gemini-api/terms-archive/terms_11_20_25	Allowed	Gemini API Additional Terms of Service \| Google AI for Developers	Gemini API Additional Terms of Service
/gemini-api/terms-archive/terms_12_13_23	Allowed	Generative AI APIs Additional Terms of Service \| Gemini API \| Google AI for Developers	Generative AI APIs Additional Terms of Service
/gemini-api/terms-archive/terms_12_18_25	Allowed	Gemini API Additional Terms of Service \| Google AI for Developers	Gemini API Additional Terms of Service
/gemini-api/terms-archive/terms_12_20_24	Allowed	Generative AI APIs Additional Terms of Service \| Gemini API \| Google AI for Developers	Generative AI APIs Additional Terms of Service
No rows found, please edit your search term.

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OpenGraph metadata

Found 117 row(s).

URL 🔼	OG Title	OG Description	OG Image
/gemini-api/cookbook	Gemini API Cookbook \| Google AI for Developers	A collection of guides and code examples for the Gemini API. Explore Python quickstarts and code examples in the Gemini API Cookbook on GitHub.	/static/site-assets/images/share-gemini-api-2.png
/gemini-api/docs	Gemini API \| Google AI for Developers	Gemini API Docs and API Reference	/static/site-assets/images/share-gemini-api-2.png
/gemini-api/docs/agents	Agents Overview \| Gemini API \| Google AI for Developers	Learn how to build and use Agents with the Gemini API, combining models, tools, and reasoning to perform complex tasks.	/static/site-assets/images/share-gemini-api-2.png
/gemini-api/docs/ai-studio-quickstart	Google AI Studio quickstart \| Gemini API \| Google AI for Developers		/static/site-assets/images/share-gemini-api-2.png
/gemini-api/docs/aistudio-build-mode	Build apps in Google AI Studio \| Gemini API \| Google AI for Developers	Learn how to build full-stack applications using the vibe coding experience in Google AI Studio.	/static/site-assets/images/share-gemini-api-2.png
/gemini-api/docs/aistudio-fullstack	Develop Full-Stack Apps in Google AI Studio \| Gemini API \| Google AI for Developers	Learn how to develop full-stack applications with server-side logic in Google AI Studio.	/static/site-assets/images/share-gemini-api-2.png
/gemini-api/docs/api-key	Using Gemini API keys \| Google AI for Developers	Get your Gemini API key and start building in less than 5 minutes.	/static/site-assets/images/api-key.png
/gemini-api/docs/api-versions	API versions explained \| Gemini API \| Google AI for Developers		/static/site-assets/images/share-gemini-api-2.png
/gemini-api/docs/audio	Audio understanding \| Gemini API \| Google AI for Developers		/static/site-assets/images/share-gemini-api-2.png
/gemini-api/docs/available-regions	Available regions for Google AI Studio and Gemini API \| Google AI for Developers		/static/site-assets/images/share-gemini-api-2.png
/gemini-api/docs/batch-api	Batch API \| Gemini API \| Google AI for Developers	Get started building with the Batch API	/static/site-assets/images/share-gemini-api-2.png
/gemini-api/docs/billing	Billing \| Gemini API \| Google AI for Developers		/static/site-assets/images/share-gemini-api-2.png
/gemini-api/docs/caching	Context caching \| Gemini API \| Google AI for Developers	Learn how to use Context Caching in the Gemini API	/static/site-assets/images/context-caching.png
/gemini-api/docs/changelog	Release notes \| Gemini API \| Google AI for Developers	Keep track of updates to the Gemini API	/static/site-assets/images/release-notes.png
/gemini-api/docs/code-execution	Code execution \| Gemini API \| Google AI for Developers	Learn how to use the Gemini API code execution feature.	/static/site-assets/images/share-gemini-api-2.png
/gemini-api/docs/coding-agents	Set up your coding agent \| Gemini API \| Google AI for Developers	Install Gemini API skills to give your AI coding assistant access to the latest documentation and best practices.	/static/site-assets/images/share-gemini-api-2.png
/gemini-api/docs/computer-use	Computer Use \| Gemini API \| Google AI for Developers	Learn how to use the Gemini API computer use feature.	/static/site-assets/images/share-gemini-api-2.png
/gemini-api/docs/crewai-example	Customer support analysis with Gemini and CrewAI \| Gemini API \| Google AI for Developers	Building CrewAI Agents with Gemini	/static/site-assets/images/share-gemini-api-2.png
/gemini-api/docs/deep-research	Gemini Deep Research Agent \| Gemini API \| Google AI for Developers	Deep Research is an agent designed to perform complex, long-running context gathering and synthesis tasks.	/static/site-assets/images/share-gemini-api-2.png
/gemini-api/docs/deprecations	Gemini deprecations \| Gemini API \| Google AI for Developers	Keep track of deprecation schedules for Gemini models and features	/static/site-assets/images/share-gemini-api-2.png
/gemini-api/docs/document-processing	Document understanding \| Gemini API \| Google AI for Developers	Learn how to use the Gemini API to process documents like PDFs	/static/site-assets/images/share-gemini-api-2.png
/gemini-api/docs/embeddings	Embeddings \| Gemini API \| Google AI for Developers		/static/site-assets/images/share-gemini-api-2.png
/gemini-api/docs/feedback-policies	Feedback \| Gemini API \| Google AI for Developers		/static/site-assets/images/share-gemini-api-2.png
/gemini-api/docs/file-input-methods	File input methods \| Gemini API \| Google AI for Developers	Get started building with Gemini's multimodal capabilities in the Gemini API	/static/site-assets/images/vision.png
/gemini-api/docs/file-search	File Search \| Gemini API \| Google AI for Developers	Get started building RAG solutions with the File Search tool in the Gemini API	/static/site-assets/images/share-gemini-api-2.png
/gemini-api/docs/files	Files API \| Gemini API \| Google AI for Developers		/static/site-assets/images/share-gemini-api-2.png
/gemini-api/docs/files?lang=python	Files API \| Gemini API \| Google AI for Developers		/static/site-assets/images/share-gemini-api-2.png
/gemini-api/docs/function-calling	Function calling with the Gemini API \| Google AI for Developers	Get started started using Function Calling with the Gemini API	/static/site-assets/images/function-calling.png
/gemini-api/docs/function-calling?example=meeting	Function calling with the Gemini API \| Google AI for Developers	Get started started using Function Calling with the Gemini API	/static/site-assets/images/function-calling.png
/gemini-api/docs/gemini-3	Gemini 3 Developer Guide \| Gemini API \| Google AI for Developers	Learn about the new features of Gemini 3 in the Gemini API.	/static/site-assets/images/share-gemini-api-2.png
/gemini-api/docs/gemini-for-research	Gemini API \| Google AI for Developers	Accelerate discovery with Gemini for Research	/static/site-assets/images/share-gemini-api-2.png
/gemini-api/docs/google-search	Grounding with Google Search \| Gemini API \| Google AI for Developers	Ground your model's responses in real-time information from Google Search to improve factual accuracy and provide citations.	/static/site-assets/images/share-gemini-api-2.png
/gemini-api/docs/image-generation	Gemini API \| Google AI for Developers	Get started generating images with the Gemini API using Nano Banana and Nano Banana Pro	/static/site-assets/images/image-generation.png
/gemini-api/docs/image-understanding	Image understanding \| Gemini API \| Google AI for Developers	Get started building with Gemini's multimodal capabilities in the Gemini API	/static/site-assets/images/vision.png
/gemini-api/docs/imagen	Generate images using Imagen \| Gemini API \| Google AI for Developers	Get started generating images with the Gemini API	/site-assets/images
/gemini-api/docs/interactions	Interactions API \| Gemini API \| Google AI for Developers	Get started building with the next-generation Gemini API.	/static/site-assets/images/share-gemini-api-2.png
/gemini-api/docs/langgraph-example	ReAct agent from scratch with Gemini and LangGraph \| Gemini API \| Google AI for Developers	Building LangGraph Agents with Gemini	/static/site-assets/images/share-gemini-api-2.png
/gemini-api/docs/learnlm	LearnLM \| Gemini API \| Google AI for Developers		/static/site-assets/images/share-gemini-api-2.png
/gemini-api/docs/libraries	Gemini API libraries \| Google AI for Developers	Download and get started with the Gemini API Libraries + SDKs	/static/site-assets/images/share-gemini-api-2.png
/gemini-api/docs/live-api	Gemini Live API overview \| Gemini API \| Google AI for Developers		/static/site-assets/images/share-gemini-api-2.png
/gemini-api/docs/live-api/best-practices	Live API best practices \| Gemini API \| Google AI for Developers		/static/site-assets/images/share-gemini-api-2.png
/gemini-api/docs/live-api/capabilities	Live API capabilities guide \| Gemini API \| Google AI for Developers		/static/site-assets/images/share-gemini-api-2.png
/gemini-api/docs/live-api/ephemeral-tokens	Ephemeral tokens \| Gemini API \| Google AI for Developers		/static/site-assets/images/share-gemini-api-2.png
/gemini-api/docs/live-api/get-started-sdk	Get started with Gemini Live API using the Google GenAI SDK \| Gemini API \| Google AI for Developers		/static/site-assets/images/share-gemini-api-2.png
/gemini-api/docs/live-api/get-started-websocket	Get started with Gemini Live API using WebSockets \| Gemini API \| Google AI for Developers		/static/site-assets/images/share-gemini-api-2.png
/gemini-api/docs/live-api/session-management	Session management with Live API \| Gemini API \| Google AI for Developers		/static/site-assets/images/share-gemini-api-2.png
/gemini-api/docs/live-api/tools	Tool use with Live API \| Gemini API \| Google AI for Developers		/static/site-assets/images/share-gemini-api-2.png
/gemini-api/docs/llama-index	Research agent with Gemini and LlamaIndex \| Gemini API \| Google AI for Developers	Building Research Agents with Gemini	/static/site-assets/images/share-gemini-api-2.png
/gemini-api/docs/logs-datasets	Logs and datasets \| Gemini API \| Google AI for Developers	Get started with logging in your Gemini API workflows.	/static/site-assets/images/share-gemini-api-2.png
/gemini-api/docs/logs-policy	Data Logging and Sharing \| Gemini API \| Google AI for Developers	The policy for sharing your data logs for Gemini improvements.	/static/site-assets/images/share-gemini-api-2.png
/gemini-api/docs/long-context	Long context \| Gemini API \| Google AI for Developers	Learn about how to get started building with long context (1 million context window) on Gemini.	/static/site-assets/images/long-context.png
/gemini-api/docs/maps-grounding	Grounding with Google Maps \| Gemini API \| Google AI for Developers	Ground your model's responses in rich, real-world data from Google Maps to provide factually accurate, location-aware answers	/static/site-assets/images/share-gemini-api-2.png
/gemini-api/docs/media-resolution	Media resolution \| Gemini API \| Google AI for Developers	Learn about how to use media resolutions with multimodal inputs.	/static/site-assets/images/share-gemini-api-2.png
/gemini-api/docs/migrate	Migrate to the Google GenAI SDK \| Gemini API \| Google AI for Developers		/static/site-assets/images/share-gemini-api-2.png
/gemini-api/docs/migrate-to-cloud	Gemini Developer API v.s. Vertex AI \| Gemini API \| Google AI for Developers		/static/site-assets/images/share-gemini-api-2.png
/gemini-api/docs/model-tuning	Fine-tuning with the Gemini API \| Google AI for Developers	Learn how fine-tune a Gemini model with the Gemini API	/static/site-assets/images/fine-tuning.png
/gemini-api/docs/models	Models \| Gemini API \| Google AI for Developers	Learn about all of Google's most advanced AI models	/static/site-assets/images/share-gemini-api-2.png
/gemini-api/docs/models/deep-research-pro-preview-12-2025	Deep Research preview \| Gemini API \| Google AI for Developers	Learn about Gemini Deep Research preview model from Google	/static/site-assets/images/share-gemini-api-2.png
/gemini-api/docs/models/gemini-3-flash-preview	Gemini 3 Flash Preview \| Gemini API \| Google AI for Developers	Learn about Gemini 3 Flash Preview from Google	/static/site-assets/images/share-gemini-api-2.png
/gemini-api/docs/models/gemini-3-pro-image-preview	Gemini 3 Pro Image Preview \| Gemini API \| Google AI for Developers	Learn about Gemini 3 Pro Image Preview from Google	/static/site-assets/images/share-gemini-api-2.png
/gemini-api/docs/models/gemini-3-pro-preview	Gemini 3 Pro Preview \| Gemini API \| Google AI for Developers	Learn about Gemini 3 Pro Preview from Google	/static/site-assets/images/share-gemini-api-2.png
/gemini-api/docs/models/gemini-embedding-001	Gemini Embedding model \| Gemini API \| Google AI for Developers	Learn about the Gemini Embedding model from Google	/static/site-assets/images/share-gemini-api-2.png
/gemini-api/docs/models/gemini-embedding-2-preview	Gemini Embedding 2 model \| Gemini API \| Google AI for Developers	Learn about the Gemini Embedding 2 model from Google	/static/site-assets/images/share-gemini-api-2.png
/gemini-api/docs/models/imagen	Imagen 4 \| Gemini API \| Google AI for Developers	Learn about Imagen 4 from Google	/static/site-assets/images/share-gemini-api-2.png
/gemini-api/docs/models/lyria-realtime-exp	Lyria RealTime experimental \| Gemini API \| Google AI for Developers	Learn about the Lyria experimental music generation model from Google	/static/site-assets/images/share-gemini-api-2.png
/gemini-api/docs/music-generation	Music generation using Lyria RealTime \| Gemini API \| Google AI for Developers	Get started building with Lyria's realtime music generation in the Gemini API	/static/site-assets/images/vision.png
/gemini-api/docs/oauth	Authentication with OAuth quickstart \| Gemini API \| Google AI for Developers		/static/site-assets/images/share-gemini-api-2.png
/gemini-api/docs/openai	OpenAI compatibility \| Gemini API \| Google AI for Developers		/static/site-assets/images/share-gemini-api-2.png
/gemini-api/docs/partner-integration	Partner and library integrations \| Gemini API \| Google AI for Developers	Provide the Gemini API as an integration into your platform or library.	/static/site-assets/images/share-gemini-api-2.png
/gemini-api/docs/pricing	Gemini Developer API pricing \| Gemini API \| Google AI for Developers	Gemini Developer API Pricing	/static/site-assets/images/share-gemini-api-2.png
/gemini-api/docs/prompting-strategies	Prompt design strategies \| Gemini API \| Google AI for Developers		/static/site-assets/images/share-gemini-api-2.png
/gemini-api/docs/quickstart	Gemini API quickstart \| Google AI for Developers	Get started with the Gemini API for Developers	/static/site-assets/images/quickstart.png
/gemini-api/docs/rate-limits	Rate limits \| Gemini API \| Google AI for Developers		/static/site-assets/images/share-gemini-api-2.png
/gemini-api/docs/robotics-overview	Gemini Robotics-ER 1.5 \| Gemini API \| Google AI for Developers	Get started building with Gemini's robotics capabilities in the Gemini API	/static/site-assets/images/share-gemini-api-2.png
/gemini-api/docs/safety-guidance	Safety and factuality guidance \| Gemini API \| Google AI for Developers		/static/site-assets/images/share-gemini-api-2.png
/gemini-api/docs/safety-settings	Safety settings \| Gemini API \| Google AI for Developers		/static/site-assets/images/share-gemini-api-2.png
/gemini-api/docs/speech-generation	Text-to-speech generation (TTS) \| Gemini API \| Google AI for Developers	Get started generating audio with the Gemini API	/static/site-assets/images/share-gemini-api-2.png
/gemini-api/docs/structured-output	Structured outputs \| Gemini API \| Google AI for Developers	Learn how to generate structured JSON output with the Gemini API.	/static/site-assets/images/share-gemini-api-2.png
/gemini-api/docs/structured-output?example=recipe	Structured outputs \| Gemini API \| Google AI for Developers	Learn how to generate structured JSON output with the Gemini API.	/static/site-assets/images/share-gemini-api-2.png
/gemini-api/docs/temporal-example	Durable AI agent with Gemini and Temporal \| Gemini API \| Google AI for Developers	Building durable AI agents with Gemini and Temporal	/static/site-assets/images/share-gemini-api-2.png
/gemini-api/docs/text-generation	Text generation \| Gemini API \| Google AI for Developers	Get started building chat and text generation apps with the Gemini API	/static/site-assets/images/text-generation.png
/gemini-api/docs/text-generation?lang=python	Text generation \| Gemini API \| Google AI for Developers	Get started building chat and text generation apps with the Gemini API	/static/site-assets/images/text-generation.png
/gemini-api/docs/thinking	Gemini thinking \| Gemini API \| Google AI for Developers		/static/site-assets/images/share-gemini-api-2.png
/gemini-api/docs/thought-signatures	Thought Signatures \| Gemini API \| Google AI for Developers		/static/site-assets/images/share-gemini-api-2.png
/gemini-api/docs/tokens	Understand and count tokens \| Gemini API \| Google AI for Developers		/static/site-assets/images/share-gemini-api-2.png
/gemini-api/docs/tool-combination	Combine built-in tools and function calling \| Gemini API \| Google AI for Developers	Learn how to maintain context and enable built-in and custom tool combinations in the Gemini API.	/static/site-assets/images/share-gemini-api-2.png
/gemini-api/docs/tools	Using Tools with Gemini API \| Google AI for Developers	Use tools with the Gemini API to extend the capabilities of Gemini models, enabling them to access real-time information and perform complex computational tasks.	/static/site-assets/images/share-gemini-api-2.png
/gemini-api/docs/troubleshoot-ai-studio	Troubleshoot Google AI Studio \| Gemini API \| Google AI for Developers		/static/site-assets/images/share-gemini-api-2.png
/gemini-api/docs/troubleshooting	Troubleshooting guide \| Gemini API \| Google AI for Developers		/static/site-assets/images/share-gemini-api-2.png
/gemini-api/docs/url-context	URL context \| Gemini API \| Google AI for Developers		/static/site-assets/images/share-gemini-api-2.png
/gemini-api/docs/usage-policies	Abuse monitoring \| Gemini API \| Google AI for Developers		/static/site-assets/images/share-gemini-api-2.png
/gemini-api/docs/vercel-ai-sdk-example	Market Research Agent with Gemini and the AI SDK by Vercel \| Gemini API \| Google AI for Developers	Building apps with Gemini and the AI SDK by Vercel	/static/site-assets/images/share-gemini-api-2.png
/gemini-api/docs/video	Generate videos with Veo 3.1 in Gemini API \| Google AI for Developers	Generate high-fidelity videos with native audio using Google's Veo 3.1 API.	/static/site-assets/images/share-gemini-api-2.png
/gemini-api/docs/video-understanding	Video understanding \| Gemini API \| Google AI for Developers	Get started building with Gemini's multimodal capabilities in the Gemini API	/static/site-assets/images/vision.png
/gemini-api/docs/video?example=dialogue	Generate videos with Veo 3.1 in Gemini API \| Google AI for Developers	Generate high-fidelity videos with native audio using Google's Veo 3.1 API.	/static/site-assets/images/share-gemini-api-2.png
/gemini-api/docs/workspace	Access Google AI Studio with your Workspace account \| Gemini API \| Google AI for Developers		/static/site-assets/images/share-gemini-api-2.png
/gemini-api/prompts	Google AI Gemini API \| Prompt Gallery \| Google for Developers \| Google AI for Developers	Prompt gallery to explore ideas for the Gemini API in Google AI Studio. Code examples and more on the Gemini API cookbook.	/static/site-assets/images/share-gemini-api-2.png
/gemini-api/terms	Gemini API Additional Terms of Service \| Google AI for Developers		/static/site-assets/images/share-gemini-api-2.png
/gemini-api/terms-archive	Additional Terms of Service archive \| Gemini API \| Google AI for Developers		/static/site-assets/images/share-gemini-api-2.png
/gemini-api/terms-archive/index	Additional Terms of Service archive \| Gemini API \| Google AI for Developers		/static/site-assets/images/share-gemini-api-2.png
/gemini-api/terms-archive/terms_02_05_25	Gemini API Additional Terms of Service \| Google AI for Developers		/static/site-assets/images/share-gemini-api-2.png
/gemini-api/terms-archive/terms_02_15_24	Gemini API Additional Terms of Service \| Google AI for Developers		/static/site-assets/images/share-gemini-api-2.png
/gemini-api/terms-archive/terms_03_20_24	Gemini API Additional Terms of Service \| Google AI for Developers		/static/site-assets/images/share-gemini-api-2.png
/gemini-api/terms-archive/terms_04_03_25	Gemini API Additional Terms of Service \| Google AI for Developers		/static/site-assets/images/share-gemini-api-2.png
/gemini-api/terms-archive/terms_05_02_24	Gemini API Additional Terms of Service \| Google AI for Developers		/static/site-assets/images/share-gemini-api-2.png
/gemini-api/terms-archive/terms_05_10_23	PaLM API and MakerSuite Additional Terms of Service \| Gemini API \| Google AI for Developers		/static/site-assets/images/share-gemini-api-2.png
/gemini-api/terms-archive/terms_05_14_24	Gemini API Additional Terms of Service \| Google AI for Developers		/static/site-assets/images/share-gemini-api-2.png
/gemini-api/terms-archive/terms_05_20_25	Gemini API Additional Terms of Service \| Google AI for Developers		/static/site-assets/images/share-gemini-api-2.png
/gemini-api/terms-archive/terms_08_28_23	PaLM API and MakerSuite Additional Terms of Service \| Gemini API \| Google AI for Developers		/static/site-assets/images/share-gemini-api-2.png
/gemini-api/terms-archive/terms_09_20_23	PaLM API and MakerSuite Additional Terms of Service \| Gemini API \| Google AI for Developers		/static/site-assets/images/share-gemini-api-2.png
/gemini-api/terms-archive/terms_09_25_25	Gemini API Additional Terms of Service \| Google AI for Developers		/static/site-assets/images/share-gemini-api-2.png
/gemini-api/terms-archive/terms_10_07_25	Gemini API Additional Terms of Service \| Google AI for Developers		/static/site-assets/images/share-gemini-api-2.png
/gemini-api/terms-archive/terms_10_17_25	Gemini API Additional Terms of Service \| Google AI for Developers		/static/site-assets/images/share-gemini-api-2.png
/gemini-api/terms-archive/terms_11_20_25	Gemini API Additional Terms of Service \| Google AI for Developers		/static/site-assets/images/share-gemini-api-2.png
/gemini-api/terms-archive/terms_12_13_23	Generative AI APIs Additional Terms of Service \| Gemini API \| Google AI for Developers		/static/site-assets/images/share-gemini-api-2.png
/gemini-api/terms-archive/terms_12_18_25	Gemini API Additional Terms of Service \| Google AI for Developers		/static/site-assets/images/share-gemini-api-2.png
/gemini-api/terms-archive/terms_12_20_24	Generative AI APIs Additional Terms of Service \| Gemini API \| Google AI for Developers		/static/site-assets/images/share-gemini-api-2.png
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Heading structure	Count	Errors 🔽	URL
<h1> Gemini API cookbook [#gemini-api-cookbook] <h3> Quickstart in Python [#quickstart-in-python] <h3> Audio Quickstart [#audio-quickstart] <h3> Authentication Quickstart [#authentication-quickstart] <h3> OAuth Quickstart [#oauth-quickstart] <h3> Tokens Quickstart [#tokens-quickstart] <h3> Embeddings Quickstart [#embeddings-quickstart] <h3> File API Quickstart [#file-api-quickstart] <h3> Function Calling [#function-calling] <h3> Function Calling Config [#function-calling-config] <h3> Prompting Quickstart [#prompting-quickstart] <h3> Safety Quickstart [#safety-quickstart] <h3> Streaming Quickstart [#streaming-quickstart] <h3> System instructions [#system-instructions] <h3> Tuning Quickstart [#tuning-quickstart] <h3> Prompting with Video [#prompting-with-video] <h3> Quickstart in Rest [#quickstart-in-rest] <h3> Embedding Quickstart [#embedding-quickstart] <h3> Function calling [#function-calling_1] <h3> JSON Mode Quickstart [#json-mode-quickstart] <h3> Prompting Quickstart [#prompting-quickstart_1] <h3> Safety Quickstart [#safety-quickstart_1] <h3> Streaming Quickstart [#streaming-quickstart_1] <h3> System instructions [#system-instructions_1] <h3> Code examples [#code-examples] <h3> Anomaly detection [#anomaly-detection] <h3> Classify text [#classify-text] <h3> Guess the shape [#guess-the-shape] <h3> Marketing campaign [#marketing-campaign] <h3> Search Wikipedia using ReAct [#search-wikipedia-using-react] <h3> Search re-ranking using Gemini embeddings [#search-re-ranking-using-gemini-embeddings] <h3> Generation for Story Writing [#generation-for-story-writing] <h3> Document search with embeddings [#document-search-with-embeddings]	33	32	/gemini-api/cookbook
<h1> Prompt gallery [#prompt-gallery] <h3> Audio Diarization [#audio-diarization] <h3> Video Q&A [#video-qa] <h3> Recipe to JSON [#recipe-to-json] <h3> Listing recipes using JSON schema [#listing-recipes-using-json-schema] <h3> Math Tutor [#math-tutor] <h3> Math Worksheet Generator [#math-worksheet-generator] <h3> Scavenger Hunt [#scavenger-hunt] <h3> Unit Testing [#unit-testing] <h3> Geometry problem solving [#geometry-problem-solving] <h3> Trip recommendations [#trip-recommendations] <h3> Time complexity [#time-complexity] <h3> Opossum Search [#opossum-search] <h3> Object identifier [#object-identifier] <h3> Marketing writer [#marketing-writer] <h3> List items from image [#list-items-from-image] <h3> Blog post creator [#blog-post-creator] <h3> Barista Bot [#barista-bot] <h3> ML confusion matrix [#ml-confusion-matrix] <h3> Sentiment analysis [#sentiment-analysis] <h3> Research Assistant [#research-assistant] <h3> Which shape comes next? [#which-shape-comes-next] <h3> Plant care [#plant-care] <h3> Docker Script [#docker-script] <h3> Santa’s Mailbox [#santa’s-mailbox] <h3> Brand Extractor [#brand-extractor] <h3> Cook Helper [#cook-helper] <h3> Game Character Brainstorm [#game-character-brainstorm] <h3> Modify writing style [#modify-writing-style] <h3> Regexed [#regexed]	30	29	/gemini-api/prompts
<h1> Video understanding <h3> Upload a video file [#upload-video] <h3> Python [#python] <h3> JavaScript [#javascript] <h3> Go [#go] <h3> REST [#rest] <h3> Pass video data inline [#inline-video] <h3> Python [#python_1] <h3> JavaScript [#javascript_1] <h3> REST [#rest_1] <h3> Pass YouTube URLs [#youtube] <h3> Python [#python_2] <h3> JavaScript [#javascript_2] <h3> Go [#go_1] <h3> REST [#rest_2] <h2> Use context caching for long videos [#context-caching] <h2> Refer to timestamps in the content [#refer-timestamps] <h3> Python [#python_3] <h3> JavaScript [#javascript_3] <h3> Go [#go_2] <h3> REST [#rest_3] <h2> Extract detailed insights from video [#transcribe-video] <h3> Python [#python_4] <h3> JavaScript [#javascript_4] <h3> Go [#go_3] <h3> REST [#rest_4] <h2> Customize video processing [#customize-video-processing] <h3> Set clipping intervals [#clipping-intervals] <h3> Python [#python_5] <h3> JavaScript [#javascript_5] <h3> Set a custom frame rate [#custom-frame-rate] <h3> Python [#python_6] <h2> Supported video formats [#supported-formats] <h2> Technical details about videos [#technical-details-video] <h2> What's next [#whats-next]	35	14	/gemini-api/docs/video-understanding
<h1> Gemini API [#gemini-api] <h3> Python [#python] <h3> JavaScript [#javascript] <h3> Go [#go] <h3> Java [#java] <h3> C# [#c] <h3> REST [#rest] <h2> Meet the models [#meet-the-models] <h2> Explore Capabilities [#explore-capabilities]	9	6	/gemini-api/docs
<h1> Text generation <h3> Python [#python] <h3> JavaScript [#javascript] <h3> Go [#go] <h3> Java [#java] <h3> REST [#rest] <h3> Apps Script [#apps-script] <h2> Thinking with Gemini [#thinking-with-gemini] <h3> Python [#python_1] <h3> JavaScript [#javascript_1] <h3> Go [#go_1] <h3> Java [#java_1] <h3> REST [#rest_1] <h3> Apps Script [#apps-script_1] <h2> System instructions and other configurations [#system-instructions] <h3> Python [#python_2] <h3> JavaScript [#javascript_2] <h3> Go [#go_2] <h3> Java [#java_2] <h3> REST [#rest_2] <h3> Apps Script [#apps-script_2] <h3> Python [#python_3] <h3> JavaScript [#javascript_3] <h3> Go [#go_3] <h3> Java [#java_3] <h3> REST [#rest_3] <h3> Apps Script [#apps-script_3] <h2> Multimodal inputs [#multimodal-input] <h3> Python [#python_4] <h3> JavaScript [#javascript_4] <h3> Go [#go_4] <h3> Java [#java_4] <h3> REST [#rest_4] <h3> Apps Script [#apps-script_4] <h2> Streaming responses [#streaming-responses] <h3> Python [#python_5] <h3> JavaScript [#javascript_5] <h3> Go [#go_5] <h3> Java [#java_5] <h3> REST [#rest_5] <h3> Apps Script [#apps-script_5] <h2> Multi-turn conversations (chat) [#multi-turn-conversations] <h3> Python [#python_6] <h3> JavaScript [#javascript_6] <h3> Go [#go_6] <h3> Java [#java_6] <h3> REST [#rest_6] <h3> Apps Script [#apps-script_6] <h3> Python [#python_7] <h3> JavaScript [#javascript_7] <h3> Go [#go_7] <h3> Java [#java_7] <h3> REST [#rest_7] <h3> Apps Script [#apps-script_7] <h2> Prompting tips [#prompting-tips] <h2> What's next [#whats-next]	56	6	/gemini-api/docs/text-generation
<h1> Text generation <h3> Python [#python] <h3> JavaScript [#javascript] <h3> Go [#go] <h3> Java [#java] <h3> REST [#rest] <h3> Apps Script [#apps-script] <h2> Thinking with Gemini [#thinking-with-gemini] <h3> Python [#python_1] <h3> JavaScript [#javascript_1] <h3> Go [#go_1] <h3> Java [#java_1] <h3> REST [#rest_1] <h3> Apps Script [#apps-script_1] <h2> System instructions and other configurations [#system-instructions] <h3> Python [#python_2] <h3> JavaScript [#javascript_2] <h3> Go [#go_2] <h3> Java [#java_2] <h3> REST [#rest_2] <h3> Apps Script [#apps-script_2] <h3> Python [#python_3] <h3> JavaScript [#javascript_3] <h3> Go [#go_3] <h3> Java [#java_3] <h3> REST [#rest_3] <h3> Apps Script [#apps-script_3] <h2> Multimodal inputs [#multimodal-input] <h3> Python [#python_4] <h3> JavaScript [#javascript_4] <h3> Go [#go_4] <h3> Java [#java_4] <h3> REST [#rest_4] <h3> Apps Script [#apps-script_4] <h2> Streaming responses [#streaming-responses] <h3> Python [#python_5] <h3> JavaScript [#javascript_5] <h3> Go [#go_5] <h3> Java [#java_5] <h3> REST [#rest_5] <h3> Apps Script [#apps-script_5] <h2> Multi-turn conversations (chat) [#multi-turn-conversations] <h3> Python [#python_6] <h3> JavaScript [#javascript_6] <h3> Go [#go_6] <h3> Java [#java_6] <h3> REST [#rest_6] <h3> Apps Script [#apps-script_6] <h3> Python [#python_7] <h3> JavaScript [#javascript_7] <h3> Go [#go_7] <h3> Java [#java_7] <h3> REST [#rest_7] <h3> Apps Script [#apps-script_7] <h2> Prompting tips [#prompting-tips] <h2> What's next [#whats-next]	56	6	/gemini-api/docs/text-generation?lang=python
<h1> Audio understanding <h3> Python [#python] <h3> JavaScript [#javascript] <h3> Go [#go] <h3> REST [#rest] <h2> Overview [#overview] <h2> Transcribe speech to text [#speech-to-text] <h3> Python [#python_1] <h3> JavaScript [#javascript_1] <h3> REST [#rest_1] <h2> Input audio [#input-audio] <h3> Upload an audio file [#upload-audio] <h3> Python [#python_2] <h3> JavaScript [#javascript_2] <h3> Go [#go_1] <h3> REST [#rest_2] <h3> Pass audio data inline [#inline-audio] <h3> Python [#python_3] <h3> JavaScript [#javascript_3] <h3> Go [#go_2] <h2> Get a transcript [#transcript] <h3> Python [#python_4] <h3> JavaScript [#javascript_4] <h3> Go [#go_3] <h2> Refer to timestamps [#timestamps] <h3> Python [#python_5] <h3> JavaScript [#javascript_5] <h3> Go [#go_4] <h2> Count tokens [#count-tokens] <h3> Python [#python_6] <h3> JavaScript [#javascript_6] <h3> Go [#go_5] <h2> Supported audio formats [#supported-formats] <h2> Technical details about audio [#technical-details] <h2> What's next [#whats-next]	35	4	/gemini-api/docs/audio
<h1> Combine built-in tools and function calling <h3> Python [#python] <h3> Javascript [#javascript] <h3> Go [#go] <h3> REST [#rest] <h2> How it works [#how-it-works] <h3> Enable tool combination [#enable] <h3> API returns parts [#api-returns-parts] <h3> Critical fields in returned parts [#critical-fields] <h3> Tool-specific data [#data] <h2> Example tool combination request structure [#example] <h2> Tokens and pricing [#tokens] <h2> Limitations [#limitations] <h2> Supported tools [#supported-tools] <h2> What's next [#whats-next]	15	4	/gemini-api/docs/tool-combination
<h1> Structured outputs <h3> Python [#python_2] <h3> JavaScript [#javascript_2] <h3> Go [#go_2] <h3> REST [#rest_2] <h2> Streaming [#streaming] <h3> Python [#python_3] <h3> JavaScript [#javascript_3] <h2> Structured outputs with tools [#structured_outputs_with_tools] <h3> Python [#python_4] <h3> JavaScript [#javascript_4] <h3> REST [#rest_3] <h2> JSON schema support [#json_schema_support] <h3> Type-specific properties [#type-specific_properties] <h2> Model support [#model_support] <h2> Structured outputs vs. function calling [#structured_outputs_vs_function_calling] <h2> Best practices [#best_practices] <h2> Limitations [#limitations]	18	4	/gemini-api/docs/structured-output
<h1> Structured outputs <h3> Python [#python_2] <h3> JavaScript [#javascript_2] <h3> Go [#go_2] <h3> REST [#rest_2] <h2> Streaming [#streaming] <h3> Python [#python_3] <h3> JavaScript [#javascript_3] <h2> Structured outputs with tools [#structured_outputs_with_tools] <h3> Python [#python_4] <h3> JavaScript [#javascript_4] <h3> REST [#rest_3] <h2> JSON schema support [#json_schema_support] <h3> Type-specific properties [#type-specific_properties] <h2> Model support [#model_support] <h2> Structured outputs vs. function calling [#structured_outputs_vs_function_calling] <h2> Best practices [#best_practices] <h2> Limitations [#limitations]	18	4	/gemini-api/docs/structured-output?example=recipe
<h1> URL context <h3> Python [#python] <h3> Javascript [#javascript] <h3> REST [#rest] <h2> How it works [#how-it-works] <h2> Combining with other tools [#code-examples-with-search] <h3> Grounding with search [#grounding-with-search] <h3> Python [#python_1] <h3> Javascript [#javascript_1] <h3> REST [#rest_1] <h2> Understanding the response [#contextual-response] <h3> Safety checks [#safety-checks] <h3> Token count [#token-count] <h2> Supported models [#supported-models] <h2> Best Practices [#best-practices] <h2> Limitations [#limitations] <h3> Supported and unsupported content types [#url-types] <h2> What's next [#whats-next]	18	3	/gemini-api/docs/url-context
<h1> Function calling with the Gemini API <h3> Python [#python_2] <h3> JavaScript [#javascript_2] <h3> REST [#rest_2] <h2> How function calling works [#how-it-works] <h3> Step 1: Define a function declaration [#step-1] <h3> Python [#python_3] <h3> JavaScript [#javascript_3] <h3> Step 2: Call the model with function declarations [#step-2] <h3> Python [#python_4] <h3> JavaScript [#javascript_4] <h3> Python [#python_5] <h3> JavaScript [#javascript_5] <h3> Step 3: Execute set_light_values function code [#step-3] <h3> Python [#python_6] <h3> JavaScript [#javascript_6] <h3> Step 4: Create user friendly response with function result and call the model again [#step-4] <h3> Python [#python_7] <h3> JavaScript [#javascript_7] <h2> Function declarations [#function-declarations] <h2> Function calling with thinking models [#thinking] <h3> Managing conversation history manually [#thought-signatures] <h3> Python [#python_8] <h3> JavaScript [#javascript_8] <h2> Parallel function calling [#parallel_function_calling] <h3> Python [#python_9] <h3> JavaScript [#javascript_9] <h3> Python [#python_10] <h3> JavaScript [#javascript_10] <h3> Python [#python_11] <h2> Compositional function calling [#compositional_function_calling] <h3> Python [#python_12] <h3> JavaScript [#javascript_11] <h3> Python [#python_13] <h3> JavaScript [#javascript_12] <h2> Function calling modes [#function_calling_modes] <h3> Python [#python_14] <h3> JavaScript [#javascript_13] <h2> Automatic function calling (Python only) [#automatic_function_calling_python_only] <h3> Python [#python_15] <h3> Python [#python_16] <h3> Automatic function schema declaration [#schema] <h3> Python [#python_17] <h3> Python [#python_18] <h2> Multi-tool use: Combine built-in tools with function calling [#native-tools] <h3> Python [#python_19] <h3> Javascript [#javascript_14] <h2> Multimodal function responses [#multimodal] <h3> Python [#python_20] <h3> JavaScript [#javascript_15] <h3> REST [#rest_3] <h2> Function calling with Structured output [#structured-output] <h2> Model context protocol (MCP) [#mcp] <h3> Python [#python_21] <h3> JavaScript [#javascript_16] <h3> Limitations with built-in MCP support [#mcp-limitations] <h2> Supported models [#supported-models] <h2> Best practices [#best-practices] <h2> Notes and limitations [#limitations]	59	3	/gemini-api/docs/function-calling
<h1> Grounding with Google Search <h3> Python [#python] <h3> JavaScript [#javascript] <h3> REST [#rest] <h2> How grounding with Google Search works [#how_grounding_with_google_search_works] <h2> Understanding the grounding response [#understanding_the_grounding_response] <h2> Attributing sources with inline citations [#attributing_sources_with_inline_citations] <h3> Python [#python_1] <h3> JavaScript [#javascript_1] <h2> Pricing [#pricing] <h2> Supported models [#supported_models] <h2> Supported tool combinations [#tool-combination] <h2> What's next [#whats_next]	13	3	/gemini-api/docs/google-search
<h1> OpenAI compatibility <h3> Python [#python] <h3> JavaScript [#javascript] <h3> REST [#rest] <h2> Thinking [#thinking] <h3> Python [#python_1] <h3> JavaScript [#javascript_1] <h3> REST [#rest_1] <h3> Python [#python_2] <h3> JavaScript [#javascript_2] <h3> REST [#rest_2] <h2> Streaming [#streaming] <h3> Python [#python_3] <h3> JavaScript [#javascript_3] <h3> REST [#rest_3] <h2> Function calling [#function-calling] <h3> Python [#python_4] <h3> JavaScript [#javascript_4] <h3> REST [#rest_4] <h2> Image understanding [#image-understanding] <h3> Python [#python_5] <h3> JavaScript [#javascript_5] <h3> REST [#rest_5] <h2> Generate an image [#generate-image] <h3> Python [#python_6] <h3> JavaScript [#javascript_6] <h3> REST [#rest_6] <h2> Generate a video [#generate-video] <h3> Python [#python_7] <h3> JavaScript [#javascript_7] <h3> REST [#rest_7] <h3> Check video status [#check-video-status] <h3> Python [#python_8] <h3> JavaScript [#javascript_8] <h3> REST [#rest_8] <h2> Audio understanding [#audio-understanding] <h3> Python [#python_9] <h3> JavaScript [#javascript_9] <h3> REST [#rest_9] <h2> Structured output [#structured-output] <h3> Python [#python_10] <h3> JavaScript [#javascript_10] <h2> Embeddings [#embeddings] <h3> Python [#python_11] <h3> JavaScript [#javascript_11] <h3> REST [#rest_10] <h2> Batch API [#batch] <h3> Python [#python_12] <h2> Enable Gemini features with extra_body [#extra-body] <h3> Example using extra_body [#extra-body-example] <h3> Python [#python_13] <h2> List models [#list-models] <h3> Python [#python_14] <h3> JavaScript [#javascript_12] <h3> REST [#rest_11] <h2> Retrieve a model [#retrieve-model] <h3> Python [#python_15] <h3> JavaScript [#javascript_13] <h3> REST [#rest_12] <h2> Current limitations [#current-limitations] <h2> What's next [#whats-next]	61	3	/gemini-api/docs/openai
<h1> Gemini Developer API pricing <h3> Free [#free] <h3> Paid [#paid] <h3> Enterprise [#enterprise] <h2> Gemini 3.1 Pro Preview [#gemini-3.1-pro-preview] <h3> Standard [#standard] <h3> Batch [#batch] <h2> Gemini 3.1 Flash-Lite Preview [#gemini-3.1-flash-lite-preview] <h3> Standard [#standard_1] <h3> Batch [#batch_1] <h2> Gemini 3.1 Flash Image Preview 🍌 [#gemini-3.1-flash-image-preview] <h3> Standard [#standard_2] <h3> Batch [#batch_2] <h2> Gemini 3 Flash Preview [#gemini-3-flash-preview] <h3> Standard [#standard_3] <h3> Batch [#batch_3] <h2> Gemini 3 Pro Image Preview 🍌 [#gemini-3-pro-image-preview] <h3> Standard [#standard_4] <h3> Batch [#batch_4] <h2> Gemini 2.5 Pro [#gemini-2.5-pro] <h3> Standard [#standard_5] <h3> Batch [#batch_5] <h2> Gemini 2.5 Flash [#gemini-2.5-flash] <h3> Standard [#standard_6] <h3> Batch [#batch_6] <h2> Gemini 2.5 Flash-Lite [#gemini-2.5-flash-lite] <h3> Standard [#standard_7] <h3> Batch [#batch_7] <h2> Gemini 2.5 Flash-Lite Preview [#gemini-2.5-flash-lite-preview] <h3> Standard [#standard_8] <h3> Batch [#batch_8] <h2> Gemini 2.5 Flash Native Audio (Live API) [#gemini-2.5-flash-native-audio] <h2> Gemini 2.5 Flash Image 🍌 [#gemini-2.5-flash-image] <h3> Standard [#standard_9] <h3> Batch [#batch_9] <h2> Gemini 2.5 Flash Preview TTS [#gemini-2.5-flash-preview-tts] <h3> Standard [#standard_10] <h3> Batch [#batch_10] <h2> Gemini 2.5 Pro Preview TTS [#gemini-2.5-pro-preview-tts] <h3> Standard [#standard_11] <h3> Batch [#batch_11] <h2> Gemini 2.0 Flash [#gemini-2.0-flash] <h3> Standard [#standard_12] <h3> Batch [#batch_12] <h2> Gemini 2.0 Flash-Lite [#gemini-2.0-flash-lite] <h3> Standard [#standard_13] <h3> Batch [#batch_13] <h2> Imagen 4 [#imagen-4] <h2> Veo 3.1 [#veo-3.1] <h2> Veo 3 [#veo-3] <h2> Veo 2 [#veo-2] <h2> Gemini Embedding 2 Preview [#gemini-embedding-2] <h3> Standard [#standard_14] <h3> Batch [#batch_14] <h2> Gemini Embedding [#gemini-embedding] <h3> Standard [#standard_15] <h3> Batch [#batch_15] <h2> Gemini Robotics-ER 1.5 Preview [#gemini-robotics-er] <h3> Standard [#standard_16] <h3> Batch [#batch_16] <h2> Gemini 2.5 Computer Use Preview [#gemini-2.5-computer-use-preview-10-2025] <h2> Gemma 3 [#gemma-3] <h2> Gemma 3n [#gemma-3n] <h2> Pricing for tools [#pricing-for-tools] <h2> Pricing for agents [#pricing-for-agents]	65	3	/gemini-api/docs/pricing
<h1> File input methods <h3> Python [#python] <h3> JavaScript [#javascript] <h3> REST [#rest] <h2> Input method comparison [#method-comparison] <h2> Inline data [#inline-data] <h3> Fetch from a URL [#fetch-from-a-url] <h3> Python [#python_1] <h3> JavaScript [#javascript_1] <h3> REST [#rest_1] <h2> Gemini File API [#file-api] <h3> Standard file upload [#standard-file-upload] <h3> Python [#python_2] <h3> JavaScript [#javascript_2] <h3> REST [#rest_2] <h3> Register Google Cloud Storage files [#registration] <h3> Python [#python_3] <h3> Javascript [#javascript_3] <h3> CLI [#cli] <h3> Python [#python_4] <h3> JavaScript [#javascript_4] <h3> CLI [#cli_1] <h3> Python [#python_5] <h3> CLI [#cli_2] <h2> External HTTP / Signed URLs [#external-urls] <h3> Python [#python_6] <h3> Javascript [#javascript_5] <h3> REST [#rest_3] <h3> Accessibility [#accessibility] <h3> Safety checks [#safety-checks] <h3> Supported content types [#supported-content-types] <h2> Best practices [#best-practices] <h2> Limitations [#limitations] <h2> What's next [#whats-next]	34	3	/gemini-api/docs/file-input-methods
<h1> Interactions API <h3> Python [#python_2] <h3> JavaScript [#javascript_2] <h3> REST [#rest_2] <h2> Basic interactions [#basic-interactions] <h3> Python [#python_3] <h3> JavaScript [#javascript_3] <h3> REST [#rest_3] <h2> Conversation [#conversation] <h3> Stateful conversation [#stateful-conversation] <h3> Python [#python_4] <h3> JavaScript [#javascript_4] <h3> REST [#rest_4] <h3> Python [#python_5] <h3> JavaScript [#javascript_5] <h3> REST [#rest_5] <h3> Python [#python_6] <h3> JavaScript [#javascript_6] <h3> REST [#rest_6] <h3> Stateless conversation [#stateless-conversation] <h3> Python [#python_7] <h3> JavaScript [#javascript_7] <h3> REST [#rest_7] <h2> Multimodal capabilities [#multimodal-capabilities] <h3> Multimodal understanding [#understanding] <h3> Python [#python_8] <h3> JavaScript [#javascript_8] <h3> REST [#rest_8] <h3> Python [#python_9] <h3> JavaScript [#javascript_9] <h3> REST [#rest_9] <h3> Python [#python_10] <h3> JavaScript [#javascript_10] <h3> REST [#rest_10] <h3> Python [#python_11] <h3> JavaScript [#javascript_11] <h3> REST [#rest_11] <h3> Multimodal generation [#generation] <h3> Python [#python_12] <h3> JavaScript [#javascript_12] <h3> REST [#rest_12] <h3> Python [#python_13] <h3> JavaScript [#javascript_13] <h3> REST [#rest_13] <h3> Python [#python_14] <h3> JavaScript [#javascript_14] <h3> REST [#rest_14] <h2> Agentic capabilities [#agentic-capabilities] <h3> Agents [#agents] <h3> Python [#python_15] <h3> JavaScript [#javascript_15] <h3> REST [#rest_15] <h3> Tools and function calling [#tools-and-function-calling] <h3> Python [#python_16] <h3> JavaScript [#javascript_16] <h3> REST [#rest_16] <h3> Python [#python_17] <h3> JavaScript [#javascript_17] <h3> Python [#python_18] <h3> JavaScript [#javascript_18] <h3> REST [#rest_17] <h3> Python [#python_19] <h3> JavaScript [#javascript_19] <h3> REST [#rest_18] <h3> Python [#python_20] <h3> JavaScript [#javascript_20] <h3> REST [#rest_19] <h3> Python [#python_21] <h3> JavaScript [#javascript_21] <h3> Python [#python_22] <h3> JavaScript [#javascript_22] <h3> REST [#rest_20] <h3> Python [#python_23] <h3> JavaScript [#javascript_23] <h3> Python [#python_24] <h3> JavaScript [#javascript_24] <h3> REST [#rest_21] <h3> Python [#python_25] <h3> JavaScript [#javascript_25] <h3> REST [#rest_22] <h3> Python [#python_26] <h3> JavaScript [#javascript_26] <h3> REST [#rest_23] <h3> Python [#python_27] <h3> JavaScript [#javascript_27] <h3> REST [#rest_24] <h3> Python [#python_28] <h3> JavaScript [#javascript_28] <h3> REST [#rest_25] <h3> Remote Model context protocol (MCP) [#remote-mcp-model-context-protocol] <h3> Python [#python_29] <h3> JavaScript [#javascript_29] <h3> REST [#rest_26] <h3> Structured output (JSON schema) [#structured-output-json-schema] <h3> Python [#python_30] <h3> JavaScript [#javascript_30] <h3> REST [#rest_27] <h3> Combining tools and structured output [#combining-tools-and-structured-output] <h3> Python [#python_31] <h3> JavaScript [#javascript_31] <h3> REST [#rest_28] <h2> Advanced features [#advanced-features] <h3> Streaming [#streaming] <h3> Python [#python_32] <h3> JavaScript [#javascript_32] <h3> REST [#rest_29] <h3> Python [#python_33] <h3> JavaScript [#javascript_33] <h3> Python [#python_34] <h3> JavaScript [#javascript_34] <h3> REST [#rest_30] <h3> Configuration [#configuration] <h3> Python [#python_35] <h3> JavaScript [#javascript_35] <h3> REST [#rest_31] <h3> Thinking [#thinking] <h3> Python [#python_36] <h3> JavaScript [#javascript_36] <h3> REST [#rest_32] <h3> Working with files [#working-with-files] <h3> Python [#python_37] <h3> JavaScript [#javascript_37] <h3> REST [#rest_33] <h3> Python [#python_38] <h3> JavaScript [#javascript_38] <h3> REST [#rest_34] <h3> Data model [#data-model] <h2> Supported models & agents [#supported-models-agents] <h2> How the Interactions API works [#how-it-works] <h3> Server-side state management [#server-side-state] <h3> Data storage and retention [#data-storage-retention] <h2> Best practices [#best-practices] <h2> SDKs [#sdk] <h2> Limitations [#limitations] <h2> Breaking changes [#breaking-changes] <h2> Feedback [#feedback] <h2> What's next [#whats-next]	137	3	/gemini-api/docs/interactions
<h1> Gemini Deep Research Agent <h3> Python [#python] <h3> JavaScript [#javascript] <h3> REST [#rest] <h2> Research with your own data [#researching-with-your-own-data] <h3> Python [#python_1] <h3> JavaScript [#javascript_1] <h3> REST [#rest_1] <h2> Steerability and formatting [#steerability-and-formatting] <h3> Python [#python_2] <h3> JavaScript [#javascript_2] <h3> REST [#rest_2] <h2> Multimodal inputs [#multimodal-inputs] <h3> Python [#python_3] <h3> JavaScript [#javascript_3] <h3> REST [#rest_3] <h2> Handling long-running tasks [#long-running-tasks] <h3> Streaming [#streaming] <h3> Python [#python_4] <h3> JavaScript [#javascript_4] <h3> REST [#rest_4] <h3> Reconnecting to stream [#reconnecting-to-stream] <h3> Python [#python_5] <h3> JavaScript [#javascript_5] <h3> REST [#rest_5] <h2> Follow-up questions and interactions [#follow-up-questions-and-interactions] <h3> Python [#python_6] <h3> JavaScript [#javascript_6] <h3> REST [#rest_6] <h2> When to use Gemini Deep Research Agent [#when-to-use-deep-research] <h2> Availability and pricing [#availability-and-pricing] <h3> Estimated costs [#estimated_costs] <h2> Safety considerations [#safety-considerations] <h2> Best practices [#best-practices] <h2> Limitations [#limitations] <h2> What's next [#whats-next]	36	3	/gemini-api/docs/deep-research
<h1> Gemini 3 Developer Guide <h3> Python [#python] <h3> JavaScript [#javascript] <h3> REST [#rest] <h2> Meet the Gemini 3 series [#meet_the_gemini_3_series] <h2> New API features in Gemini 3 [#new_api_features_in_gemini_3] <h3> Thinking level [#thinking_level] <h3> Python [#python_1] <h3> JavaScript [#javascript_1] <h3> REST [#rest_1] <h3> Media resolution [#media_resolution] <h3> Python [#python_2] <h3> JavaScript [#javascript_2] <h3> REST [#rest_2] <h3> Temperature [#temperature] <h3> Thought signatures [#thought_signatures] <h3> Structured Outputs with tools [#structured_outputs_with_tools] <h3> Python [#python_3] <h3> JavaScript [#javascript_3] <h3> REST [#rest_3] <h3> Image generation [#image_generation] <h3> Python [#python_4] <h3> JavaScript [#javascript_4] <h3> REST [#rest_4] <h3> Code Execution with images [#code_execution_with_images] <h3> Python [#python_5] <h3> JavaScript [#javascript_5] <h3> REST [#rest_5] <h3> Multimodal function responses [#multimodal_function_responses] <h3> Python [#python_6] <h3> JavaScript [#javascript_6] <h3> REST [#rest_6] <h3> Combine built-in tools and function calling [#combine_built-in_tools_and_function_calling] <h3> Python [#python_7] <h3> Javascript [#javascript_7] <h2> Migrating from Gemini 2.5 [#migrating_from_gemini_25] <h2> OpenAI compatibility [#openai_compatibility] <h2> Prompting best practices [#prompting_best_practices] <h2> FAQ [#faq] <h2> Next steps [#next_steps]	40	3	/gemini-api/docs/gemini-3
<h1> Function calling with the Gemini API <h3> Python [#python_2] <h3> JavaScript [#javascript_2] <h3> REST [#rest_2] <h2> How function calling works [#how-it-works] <h3> Step 1: Define a function declaration [#step-1] <h3> Python [#python_3] <h3> JavaScript [#javascript_3] <h3> Step 2: Call the model with function declarations [#step-2] <h3> Python [#python_4] <h3> JavaScript [#javascript_4] <h3> Python [#python_5] <h3> JavaScript [#javascript_5] <h3> Step 3: Execute set_light_values function code [#step-3] <h3> Python [#python_6] <h3> JavaScript [#javascript_6] <h3> Step 4: Create user friendly response with function result and call the model again [#step-4] <h3> Python [#python_7] <h3> JavaScript [#javascript_7] <h2> Function declarations [#function-declarations] <h2> Function calling with thinking models [#thinking] <h3> Managing conversation history manually [#thought-signatures] <h3> Python [#python_8] <h3> JavaScript [#javascript_8] <h2> Parallel function calling [#parallel_function_calling] <h3> Python [#python_9] <h3> JavaScript [#javascript_9] <h3> Python [#python_10] <h3> JavaScript [#javascript_10] <h3> Python [#python_11] <h2> Compositional function calling [#compositional_function_calling] <h3> Python [#python_12] <h3> JavaScript [#javascript_11] <h3> Python [#python_13] <h3> JavaScript [#javascript_12] <h2> Function calling modes [#function_calling_modes] <h3> Python [#python_14] <h3> JavaScript [#javascript_13] <h2> Automatic function calling (Python only) [#automatic_function_calling_python_only] <h3> Python [#python_15] <h3> Python [#python_16] <h3> Automatic function schema declaration [#schema] <h3> Python [#python_17] <h3> Python [#python_18] <h2> Multi-tool use: Combine built-in tools with function calling [#native-tools] <h3> Python [#python_19] <h3> Javascript [#javascript_14] <h2> Multimodal function responses [#multimodal] <h3> Python [#python_20] <h3> JavaScript [#javascript_15] <h3> REST [#rest_3] <h2> Function calling with Structured output [#structured-output] <h2> Model context protocol (MCP) [#mcp] <h3> Python [#python_21] <h3> JavaScript [#javascript_16] <h3> Limitations with built-in MCP support [#mcp-limitations] <h2> Supported models [#supported-models] <h2> Best practices [#best-practices] <h2> Notes and limitations [#limitations]	59	3	/gemini-api/docs/function-calling?example=meeting
<h1> Research agent with Gemini and LlamaIndex <h2> Set up Gemini in LlamaIndex [#setup] <h2> Build tools [#tools] <h2> Build a multi-agent assistant [#multiagent] <h2> Go further with custom workflows [#go_further_with_custom_workflows]	5	0	/gemini-api/docs/llama-index
<h1> Gemini deprecations <h2> Gemini 3 models [#gemini-3-models] <h2> Gemini 2.5 Pro models [#gemini-2.5-pro-models] <h2> Gemini 2.5 Flash models [#gemini-2.5-flash-models] <h2> Gemini 2.0 models [#gemini-2.0-models] <h2> Live API models [#live-api-models] <h2> Embedding models [#embedding-models] <h2> Imagen models [#imagen-models] <h2> Veo models [#veo-models]	9	0	/gemini-api/docs/deprecations
<h1> Customer support analysis with Gemini and CrewAI <h2> Define components [#components] <h3> Tools [#tools] <h3> Agents [#agents] <h3> Tasks [#tasks] <h3> Crew [#crew] <h2> Run the crew [#run-crew]	7	0	/gemini-api/docs/crewai-example
<h1> Partner and library integrations <h2> What is partner integration? [#overview] <h2> Comparison at a glance [#comparison] <h2> Google GenAI SDK integration [#genai-sdk] <h2> Direct API integration [#rest] <h2> OpenAI SDK integration [#openai] <h2> Best practice for all partners: client identification [#client-id] <h3> Implementation examples [#client-examples] <h3> GenAI SDK [#genai-sdk_1] <h3> Direct API (REST) [#direct-api-rest] <h3> OpenAI SDK [#openai-sdk] <h2> Next steps [#next]	12	0	/gemini-api/docs/partner-integration
<h1> Using Gemini API keys <h2> API Keys [#api-keys] <h2> Google Cloud projects [#google-cloud-projects] <h3> Default project [#default-project] <h2> Import projects [#import-projects] <h2> Limitations [#limitations] <h2> Setting the API key as an environment variable [#set-api-env-var] <h3> Linux/macOS - Bash [#linuxmacos---bash] <h3> macOS - Zsh [#macos---zsh] <h3> Windows [#windows] <h2> Providing the API key explicitly [#provide-api-key-explicitly] <h3> Python [#python] <h3> JavaScript [#javascript] <h3> Go [#go] <h3> Java [#java] <h3> REST [#rest] <h2> Keep your API key secure [#security] <h3> Critical security rules [#critical-security-rules] <h3> Best practices [#best-practices]	19	0	/gemini-api/docs/api-key
<h1> Music generation using Lyria RealTime <h2> How music generation works [#how-lyria-works] <h2> Generate and control music [#generate-music] <h3> Python [#python] <h3> JavaScript [#javascript] <h2> Steer music in real-time [#steer-music] <h3> Prompt Lyria RealTime [#prompting-lyria] <h3> Python [#python_1] <h3> JavaScript [#javascript_1] <h3> Update the configuration [#steer-config] <h3> Python [#python_2] <h3> JavaScript [#javascript_2] <h2> Prompt guide for Lyria RealTime [#prompt-guide-lyria] <h2> Best practices [#best-practices-music] <h2> Technical details [#technical-details-music] <h3> Specifications [#audio-specs] <h3> Controls [#controls] <h3> Limitations [#limitations] <h2> What's next [#next-steps]	19	0	/gemini-api/docs/music-generation
<h1> Gemini Developer API v.s. Vertex AI <h2> Code comparison [#code_comparison] <h3> Python [#python] <h3> Gemini Developer API [#gemini-developer-api] <h3> Vertex AI Gemini API [#vertex-ai-gemini-api] <h3> JavaScript and TypeScript [#javascript_and_typescript] <h3> Gemini Developer API [#gemini-developer-api_1] <h3> Vertex AI Gemini API [#vertex-ai-gemini-api_1] <h3> Go [#go] <h3> Gemini Developer API [#gemini-developer-api_2] <h3> Vertex AI Gemini API [#vertex-ai-gemini-api_2] <h3> Other use cases and platforms [#other_use_cases_and_platforms] <h2> Migration considerations [#migration_considerations] <h2> Next steps [#next-steps]	14	0	/gemini-api/docs/migrate-to-cloud
<h1> Live API capabilities guide <h2> Before you begin [#before-you-begin] <h2> Establishing a connection [#establish-connection] <h3> Python [#python] <h3> JavaScript [#javascript] <h2> Interaction modalities [#modalities] <h3> Sending audio [#send-receive-audio] <h3> Python [#python_1] <h3> JavaScript [#javascript_1] <h3> Audio formats [#audio-formats] <h3> Receiving Audio [#receive-audio] <h3> Python [#python_2] <h3> JavaScript [#javascript_2] <h3> Sending text [#send-text] <h3> Python [#python_3] <h3> JavaScript [#javascript_3] <h3> Sending video [#send-video] <h3> Python [#python_4] <h3> JavaScript [#javascript_4] <h3> Python [#python_5] <h3> JavaScript [#javascript_5] <h3> Audio transcriptions [#audio-transcription] <h3> Python [#python_6] <h3> JavaScript [#javascript_6] <h3> Python [#python_7] <h3> JavaScript [#javascript_7] <h3> Change voice and language [#change-voice-and-language] <h3> Python [#python_8] <h3> JavaScript [#javascript_8] <h2> Native audio capabilities [#native-audio-output] <h3> Affective dialog [#affective-dialog] <h3> Python [#python_9] <h3> JavaScript [#javascript_9] <h3> Proactive audio [#proactive-audio] <h3> Python [#python_10] <h3> JavaScript [#javascript_10] <h3> Thinking [#native-audio-output-thinking] <h3> Python [#python_11] <h3> JavaScript [#javascript_11] <h3> Python [#python_12] <h3> JavaScript [#javascript_12] <h2> Voice Activity Detection (VAD) [#interruptions] <h3> Python [#python_13] <h3> JavaScript [#javascript_13] <h3> Automatic VAD [#use-automatic-vad] <h3> Python [#python_14] <h3> JavaScript [#javascript_14] <h3> Automatic VAD configuration [#configure-automatic-vad] <h3> Python [#python_15] <h3> JavaScript [#javascript_15] <h3> Disable automatic VAD [#disable-automatic-vad] <h3> Python [#python_16] <h3> JavaScript [#javascript_16] <h2> Token count [#token-count] <h3> Python [#python_17] <h3> JavaScript [#javascript_17] <h2> Media resolution [#media-resolution] <h3> Python [#python_18] <h3> JavaScript [#javascript_18] <h2> Limitations [#limitations] <h3> Response modalities [#response-modalities] <h3> Client authentication [#client-authentication] <h3> Session duration [#maximum-session-duration] <h3> Context window [#context-window] <h2> Supported languages [#supported-languages] <h2> What's next [#whats-next]	66	0	/gemini-api/docs/live-api/capabilities
<h1> Live API best practices <h2> Design clear system instructions [#system-instruction-guidelines] <h2> Define tools precisely [#tool-definitions] <h2> Craft effective prompts [#prompt-design] <h2> Specify language [#language-guidelines] <h2> Streaming [#streaming-guidelines] <h2> Context management [#context-management] <h2> Client buffering [#client-buffering] <h2> Resampling [#resampling] <h2> Session management [#session-management] <h2> Examples [#best-practices-example] <h3> Tool definitions [#tool-definitions-example]	12	0	/gemini-api/docs/live-api/best-practices
<h1> Troubleshooting guide <h2> Gemini API backend service error codes [#error-codes] <h2> Check your API calls for model parameter errors [#check-api] <h2> Check if you have the right model [#check-if] <h2> Higher latency or token usage with 2.5 models [#high-latency-or-token-usage] <h2> Safety issues [#safety-issues] <h2> Recitation issue [#recitation-issue] <h2> Repetitive tokens issue [#repetitive-tokens] <h2> Blocked or non-working API keys [#api-keys-not-working] <h3> Understand why keys are blocked [#understand_why_keys_are_blocked] <h3> Confirm if your keys are affected [#confirm_if_your_keys_are_affected] <h3> Action for blocked API keys [#action_for_blocked_api_keys] <h3> Unexpected charges due to vulnerability [#unexpected_charges_due_to_vulnerability] <h3> Google's security measures for leaked keys [#googles_security_measures_for_leaked_keys] <h2> Improve model output [#improve-model] <h2> Understand token limits [#understand-token] <h2> Known issues [#known-issues] <h2> File a bug [#file-bug]	18	0	/gemini-api/docs/troubleshooting
<h1> Media resolution <h2> Per-part media resolution (Gemini 3 only) [#per-part-media-resolution] <h3> Python [#python] <h3> Javascript [#javascript] <h3> REST [#rest] <h2> Global media resolution [#global-media-resolution] <h3> Python [#python_1] <h3> Javascript [#javascript_1] <h3> REST [#rest_1] <h2> Available resolution values [#available_resolution_values] <h2> Token counts [#token-counts] <h2> Choosing the right resolution [#choosing-the-right-resolution] <h2> Version compatibility summary [#version_compatibility_summary] <h2> Next steps [#next_steps]	14	0	/gemini-api/docs/media-resolution
<h1> Gemini 3 Flash Preview <h2> Documentation [#documentation] <h2> gemini-3-flash-preview [#gemini-3-flash-preview]	3	0	/gemini-api/docs/models/gemini-3-flash-preview
<h1> LearnLM <h2> Example system instructions [#example-system-instructions] <h3> Test prep [#test-prep] <h3> Teach a concept [#teach-a-concept] <h3> Releveling [#releveling] <h3> Guide a student through a learning activity [#guide-a-student] <h3> Homework help [#homework-help] <h2> What's next? [#whats-next] <h2> Feedback [#feedback]	9	0	/gemini-api/docs/learnlm
<h1> Gemini thinking <h2> Generating content with thinking [#generating-content-with-thinking] <h3> Python [#python] <h3> JavaScript [#javascript] <h3> Go [#go] <h3> REST [#rest] <h2> Thought summaries [#summaries] <h3> Python [#python_1] <h3> JavaScript [#javascript_1] <h3> Go [#go_1] <h3> Python [#python_2] <h3> JavaScript [#javascript_2] <h3> Go [#go_2] <h2> Controlling thinking [#levels-budgets] <h3> Thinking levels (Gemini 3) [#thinking-levels] <h3> Python [#python_3] <h3> JavaScript [#javascript_3] <h3> Go [#go_3] <h3> REST [#rest_1] <h3> Thinking budgets [#set-budget] <h3> Python [#python_4] <h3> JavaScript [#javascript_4] <h3> Go [#go_4] <h3> REST [#rest_2] <h2> Thought signatures [#signatures] <h2> Pricing [#pricing] <h3> Python [#python_5] <h3> JavaScript [#javascript_5] <h3> Go [#go_5] <h2> Best practices [#best-practices] <h3> Debugging and steering [#debugging] <h3> Task complexity [#tasks] <h2> Supported models, tools, and capabilities [#tools] <h2> What's next? [#whats-next]	34	0	/gemini-api/docs/thinking
<h1> Migrate to the Google GenAI SDK <h2> Installation [#install-sdk] <h3> Python [#python] <h3> JavaScript [#javascript] <h3> Go [#go] <h3> Python [#python_1] <h3> JavaScript [#javascript_1] <h3> Go [#go_1] <h2> API access [#client] <h3> Python [#python_2] <h3> JavaScript [#javascript_2] <h3> Go [#go_2] <h3> Python [#python_3] <h3> JavaScript [#javascript_3] <h3> Go [#go_3] <h2> Authentication [#authenticate] <h3> Python [#python_4] <h3> JavaScript [#javascript_4] <h3> Go [#go_4] <h3> Python [#python_5] <h3> JavaScript [#javascript_5] <h3> Go [#go_5] <h2> Generate content [#generate-content] <h3> Text [#text] <h3> Python [#python_6] <h3> JavaScript [#javascript_6] <h3> Go [#go_6] <h3> Python [#python_7] <h3> JavaScript [#javascript_7] <h3> Go [#go_7] <h3> Image [#image] <h3> Python [#python_8] <h3> JavaScript [#javascript_8] <h3> Go [#go_8] <h3> Python [#python_9] <h3> JavaScript [#javascript_9] <h3> Go [#go_9] <h3> Streaming [#streaming] <h3> Python [#python_10] <h3> JavaScript [#javascript_10] <h3> Go [#go_10] <h3> Python [#python_11] <h3> JavaScript [#javascript_11] <h3> Go [#go_11] <h2> Configuration [#configuration] <h3> Python [#python_12] <h3> JavaScript [#javascript_12] <h3> Go [#go_12] <h3> Python [#python_13] <h3> JavaScript [#javascript_13] <h3> Go [#go_13] <h2> Safety settings [#safety-settings] <h3> Python [#python_14] <h3> JavaScript [#javascript_14] <h3> Python [#python_15] <h3> JavaScript [#javascript_15] <h2> Async [#async] <h3> Python [#python_16] <h3> Python [#python_17] <h2> Chat [#chat] <h3> Python [#python_18] <h3> JavaScript [#javascript_16] <h3> Go [#go_14] <h3> Python [#python_19] <h3> JavaScript [#javascript_17] <h3> Go [#go_15] <h2> Function calling [#function-calling] <h3> Python [#python_20] <h3> Python [#python_21] <h3> Automatic function calling [#automatic-function] <h3> Python [#python_22] <h3> Python [#python_23] <h2> Code execution [#code-execution] <h3> Python [#python_24] <h3> JavaScript [#javascript_18] <h3> Python [#python_25] <h3> JavaScript [#javascript_19] <h2> Search grounding [#search-grounding] <h3> Python [#python_26] <h3> Python [#python_27] <h2> JSON response [#json-response] <h3> Python [#python_28] <h3> JavaScript [#javascript_20] <h3> Python [#python_29] <h3> JavaScript [#javascript_21] <h2> Files [#files] <h3> Upload [#upload] <h3> Python [#python_30] <h3> Python [#python_31] <h3> List and get [#list-and-get] <h3> Python [#python_32] <h3> Python [#python_33] <h3> Delete [#delete] <h3> Python [#python_34] <h3> Python [#python_35] <h2> Context caching [#context-caching] <h3> Python [#python_36] <h3> JavaScript [#javascript_22] <h3> Python [#python_37] <h3> JavaScript [#javascript_23] <h2> Count tokens [#count-tokens] <h3> Python [#python_38] <h3> JavaScript [#javascript_24] <h3> Python [#python_39] <h3> JavaScript [#javascript_25] <h2> Generate images [#generate-images] <h3> Python [#python_40] <h3> Python [#python_41] <h2> Embed content [#embed-content] <h3> Python [#python_42] <h3> JavaScript [#javascript_26] <h3> Python [#python_43] <h3> JavaScript [#javascript_27]	113	0	/gemini-api/docs/migrate
<h1> Context caching <h2> Implicit caching [#implicit-caching] <h2> Explicit caching [#explicit-caching] <h3> Generate content using a cache [#generate-content] <h3> Python [#python] <h3> Videos [#videos] <h3> PDFs [#pdfs] <h3> JavaScript [#javascript] <h3> Go [#go] <h3> REST [#rest] <h3> Videos [#videos_1] <h3> PDFs [#pdfs_1] <h3> List caches [#list-caches] <h3> Python [#python_1] <h3> JavaScript [#javascript_1] <h3> Go [#go_1] <h3> REST [#rest_1] <h3> Update a cache [#update-cache] <h3> Python [#python_2] <h3> JavaScript [#javascript_2] <h3> Go [#go_2] <h3> REST [#rest_2] <h3> Delete a cache [#delete-cache] <h3> Python [#python_3] <h3> JavaScript [#javascript_3] <h3> Go [#go_3] <h3> REST [#rest_3] <h3> Explicit caching using the OpenAI library [#caching-using-openai] <h2> When to use explicit caching [#when-to-use-caching] <h3> How explicit caching reduces costs [#cost-efficiency] <h3> Additional considerations [#considerations]	31	0	/gemini-api/docs/caching
<h1> Gemini API Additional Terms of Service <h2> Age Requirements [#age-requirements] <h2> Use Restrictions [#use-restrictions] <h2> Use of Generated Content [#use-generated] <h2> Unpaid Services [#unpaid-services] <h3> How Google Uses Your Data [#data-use-unpaid] <h2> Paid Services [#paid-services] <h3> How Google Uses Your Data [#data-use-paid] <h3> Payment Terms [#payment-terms] <h2> Agentic Services [#agentic_services] <h2> Grounding with Google Search [#grounding-with-google-search] <h3> Use Restrictions [#use-restrictions2] <h3> Data Collection and How Google Uses Your Data [#data-collection] <h2> Grounding with Google Maps [#grounding-with-google-maps] <h3> Use restrictions [#use_restrictions_3] <h3> Data Collection and How Google Uses Your Data [#data_collection_and_how_google_uses_your_data_2] <h2> Hardware Safety [#hardware-safety] <h2> Disclaimers [#disclaimers]	18	0	/gemini-api/terms
<h1> Long context <h2> What is a context window? [#what-is-context-window] <h2> Getting started with long context [#getting-started-with-long-context] <h2> Long context use cases [#long-context-use-cases] <h3> Long form text [#long-form-text] <h3> Long form video [#long-form-video] <h3> Long form audio [#long-form-audio] <h2> Long context optimizations [#long-context-optimizations] <h2> Long context limitations [#long-context-limitations] <h2> FAQs [#faqs] <h3> Where is the best place to put my query in the context window? [#where_is_the_best_place_to_put_my_query_in_the_context_window] <h3> Do I lose model performance when I add more tokens to a query? [#do_i_lose_model_performance_when_i_add_more_tokens_to_a_query] <h3> How can I lower my cost with long-context queries? [#how_can_i_lower_my_cost_with_long-context_queries] <h3> Does the context length affect the model latency? [#does_the_context_length_affect_the_model_latency]	14	0	/gemini-api/docs/long-context
<h1> Tool use with Live API <h2> Overview of supported tools [#tools-overview] <h2> Function calling [#function-calling] <h3> Python [#python] <h3> JavaScript [#javascript] <h2> Asynchronous function calling [#async-function-calling] <h3> Python [#python_1] <h3> JavaScript [#javascript_1] <h3> Python [#python_2] <h3> JavaScript [#javascript_2] <h2> Grounding with Google Search [#google-search] <h3> Python [#python_3] <h3> JavaScript [#javascript_3] <h2> Combining multiple tools [#combine-tools] <h3> Python [#python_4] <h3> JavaScript [#javascript_4] <h2> What's next [#whats-next]	17	0	/gemini-api/docs/live-api/tools
<h1> Billing <h2> About billing and tiers [#about-billing] <h2> Set up billing to access the Paid Tier [#setup-billing] <h3> Upgrade to the next paid tier [#request-an-upgrade] <h2> Verify billing status [#verify-billing] <h2> Monitor usage [#monitor-usage] <h2> Billing plans [#billing-plans] <h3> Prepay [#prepay] <h3> Postpay [#postpay] <h2> Spend caps [#spend-caps] <h3> Project spend caps [#project-spend-caps] <h3> Billing account tier spend caps [#tier-spend-caps] <h2> Processing times [#processing-times] <h2> Refunds [#refunds] <h2> Cloud Billing accounts [#cloud-billing] <h3> Projects and API keys [#projects-api-keys] <h2> Frequently asked questions [#faq] <h3> What am I billed for? [#what-am-i-billed-for] <h3> Where can I view my quota? [#where-can-i-view-my-quota] <h3> How do I request more quota? [#how-do-i-request-more-quota] <h3> Can I use the Gemini API for free in EEA (including EU), the UK, and CH? [#is-Gemini-free-in-EEA-UK-CH] <h3> If I set up billing with the Gemini API, will I be charged for my Google AI Studio usage? [#is-AI-Studio-free] <h3> Can I use 1M tokens in the free tier? [#can-i-use-1m-tokens-for-free] <h3> How can I calculate the number of tokens I'm using? [#count-tokens] <h3> Can I use my Google Cloud welcome credit with the Gemini API? [#cloud-credits] <h3> How is billing handled? [#how-is-billing-handled] <h3> Am I charged for failed requests? [#am-i-charged-for-failed-requests] <h3> Is GetTokens billed? [#is-gettokens-billed] <h3> How is my Google AI Studio data handled if I have a paid API account? [#paid-api-ai-studio] <h3> What happens when my prepaid credit balance hits $0? [#zero-balance] <h3> Do my prepaid credits expire? [#prepay-credits-expire] <h3> Why is my Prepay account credit balance negative? [#negative-balance] <h3> Can I use my Prepay credits for other Google Cloud services, like Vertex AI? [#other-prepay] <h3> Why am I seeing "The billing account type is inactive or unsupported"? [#eligible-accounts] <h3> Where can I get help with billing? [#get-help]	35	0	/gemini-api/docs/billing
<h1> Files API <h2> Upload a file [#upload-audio] <h3> Python [#python] <h3> JavaScript [#javascript] <h3> Go [#go] <h3> REST [#rest] <h2> Get metadata for a file [#get-metadata] <h3> Python [#python_1] <h3> JavaScript [#javascript_1] <h3> Go [#go_1] <h3> REST [#rest_1] <h2> List uploaded files [#list-uploaded] <h3> Python [#python_2] <h3> JavaScript [#javascript_2] <h3> Go [#go_2] <h3> REST [#rest_2] <h2> Delete uploaded files [#delete-uploaded] <h3> Python [#python_3] <h3> JavaScript [#javascript_3] <h3> Go [#go_3] <h3> REST [#rest_3] <h2> Usage info [#usage_info] <h2> File prompting strategies [#prompt-guide] <h3> Prompt design fundamentals [#prompt-design-fundamentals] <h3> Troubleshooting your multimodal prompt [#troubleshooting-your-multimodal-prompt] <h3> Be specific in your instructions [#specific-instructions] <h3> Add a few examples [#add_a_few_examples] <h3> Break it down step-by-step [#break_it_down_step-by-step] <h3> Specify the output format [#specify_the_output_format] <h3> Put your image first for single-image prompts [#single-image-prompts] <h3> Troubleshooting your multimodal prompt [#troubleshooting] <h2> What's next [#whats-next]	32	0	/gemini-api/docs/files
<h1> Image understanding <h2> Passing images to Gemini [#image-input] <h3> Passing inline image data [#inline-image] <h3> Python [#python] <h3> JavaScript [#javascript] <h3> Go [#go] <h3> REST [#rest] <h3> Python [#python_1] <h3> JavaScript [#javascript_1] <h3> Go [#go_1] <h3> REST [#rest_1] <h3> Uploading images using the File API [#upload-image] <h3> Python [#python_2] <h3> JavaScript [#javascript_2] <h3> Go [#go_2] <h3> REST [#rest_2] <h2> Prompting with multiple images [#multiple-images] <h3> Python [#python_3] <h3> JavaScript [#javascript_3] <h3> Go [#go_3] <h3> REST [#rest_3] <h2> Object detection [#object-detection] <h3> Python [#python_4] <h2> Segmentation [#segmentation] <h3> Python [#python_5] <h2> Supported image formats [#supported-formats] <h2> Capabilities [#capabilities] <h2> Limitations and key technical information [#technical-details-image] <h3> File limit [#file_limit] <h3> Token calculation [#token_calculation] <h3> Media resolution [#media_resolution] <h2> Tips and best practices [#tips-best-practices] <h2> What's next [#whats-next]	33	0	/gemini-api/docs/image-understanding
<h1> Data Logging and Sharing <h2> 1. Data that can be shared [#1_data_that_can_be_shared] <h2> 2. How we use your data [#2_how_we_use_your_data] <h2> 3. Data permissions [#3_data_permissions] <h2> 4. Data sharing and feedback [#4_data_sharing_and_feedback]	5	0	/gemini-api/docs/logs-policy
<h1> Using Tools with Gemini API <h2> Available built-in tools [#build-in-tools] <h2> How tools execution works [#how-tools-execution-works] <h3> Built-in tool flow [#built-in_tool_flow] <h3> Custom tool flow (Function calling) [#custom_tool_flow_function_calling] <h3> Combining built-in and custom tools flow [#combining_built-in_and_custom_tools_flow] <h2> Structured outputs vs. function calling [#structured_outputs_vs_function_calling] <h2> Structured outputs with tools [#structured-outputs]	8	0	/gemini-api/docs/tools
<h1> Understand and count tokens <h2> About tokens [#about-tokens] <h2> Count tokens [#count-tokens] <h3> Count text tokens [#text-tokens] <h3> Python [#python] <h3> JavaScript [#javascript] <h3> Go [#go] <h3> Count multi-turn (chat) tokens [#multi-turn-tokens] <h3> Python [#python_1] <h3> JavaScript [#javascript_1] <h3> Go [#go_1] <h3> Count multimodal tokens [#multimodal-tokens] <h3> Python [#python_2] <h3> JavaScript [#javascript_2] <h3> Go [#go_2] <h3> Python [#python_3] <h3> JavaScript [#javascript_3] <h3> Go [#go_3] <h3> Python [#python_4] <h3> JavaScript [#javascript_4] <h3> Go [#go_4] <h2> Context windows [#context-windows] <h3> Python [#python_5] <h3> JavaScript [#javascript_5] <h3> Go [#go_5]	25	0	/gemini-api/docs/tokens
<h1> Develop Full-Stack Apps in Google AI Studio <h2> Server-side runtime [#server-side] <h3> Use npm packages [#use_npm_packages] <h2> Manage secrets securely [#secrets] <h3> Firebase integration for database & authentication [#firebase-integration] <h3> Set up OAuth [#oauth-setup] <h2> Build multiplayer experiences [#multiplayer] <h3> Tips for testing multiplayer apps [#testing-multiplayer] <h2> Best practices [#best-practices] <h2> What's Next? [#whats-next]	10	0	/gemini-api/docs/aistudio-fullstack
<h1> Get started with Gemini Live API using WebSockets <h2> Overview [#overview] <h2> Authentication [#authentication] <h2> Authentication with Ephemeral Tokens [#authentication_with_ephemeral_tokens] <h2> Connecting to the Live API [#connecting_to_the_live_api] <h3> Python [#python] <h3> JavaScript [#javascript] <h2> Sending text [#sending_text] <h3> Python [#python_1] <h3> JavaScript [#javascript_1] <h2> Sending audio [#sending_audio] <h3> Python [#python_2] <h3> JavaScript [#javascript_2] <h2> Sending video [#sending_video] <h3> Python [#python_3] <h3> JavaScript [#javascript_3] <h2> Receiving responses [#receiving_responses] <h3> Python [#python_4] <h3> JavaScript [#javascript_4] <h2> Handling tool calls [#handling_tool_calls] <h3> Python [#python_5] <h3> JavaScript [#javascript_5] <h2> What's next [#whats-next]	23	0	/gemini-api/docs/live-api/get-started-websocket
<h1> Build apps in Google AI Studio <h2> Get started [#get-started] <h2> What is created? [#what-is-created] <h3> The Antigravity Agent [#antigravity-agent] <h2> Full-stack capabilities [#full-stack] <h2> Continue building [#continue-building] <h3> Build in Google AI Studio [#build-google] <h3> Develop externally [#develop-externally] <h2> Key features [#key-features] <h2> Deploy or archive your app [#deploy-or] <h2> Limitations [#limitations] <h3> API Key security [#api_key_security] <h3> Deployment outside Google AI Studio [#deployment_outside_google_ai_studio] <h3> Error when sharing apps [#error_when_sharing_apps] <h2> What's next [#whats-next]	15	0	/gemini-api/docs/aistudio-build-mode
<h1> Nano Banana image generation [#nano-banana-image-generation] <h2> Image generation (text-to-image) [#image_generation_text-to-image] <h3> Python [#python] <h3> JavaScript [#javascript] <h3> Go [#go] <h3> Java [#java] <h3> REST [#rest] <h2> Image editing (text-and-image-to-image) [#gemini-image-editing] <h3> Python [#python_1] <h3> JavaScript [#javascript_1] <h3> Go [#go_1] <h3> Java [#java_1] <h3> REST [#rest_1] <h3> Multi-turn image editing [#multi-turn-image-editing] <h3> Python [#python_2] <h3> Javascript [#javascript_2] <h3> Go [#go_2] <h3> Java [#java_2] <h3> REST [#rest_2] <h3> Python [#python_3] <h3> Javascript [#javascript_3] <h3> Go [#go_3] <h3> Java [#java_3] <h3> REST [#rest_3] <h2> New with Gemini 3 Image models [#gemini-3-capabilities] <h3> Use up to 14 reference images [#use-14-images] <h3> Python [#python_4] <h3> Javascript [#javascript_4] <h3> Go [#go_4] <h3> Java [#java_4] <h3> REST [#rest_4] <h3> Grounding with Google Search [#use-with-grounding] <h3> Python [#python_5] <h3> Javascript [#javascript_5] <h3> Java [#java_5] <h3> REST [#rest_5] <h3> Grounding with Google Search for Images (3.1 Flash) [#image-search] <h3> Python [#python_6] <h3> JavaScript [#javascript_6] <h3> Go [#go_5] <h3> REST [#rest_6] <h3> Generate images up to 4K resolution [#generate-4k-images] <h3> Python [#python_7] <h3> Javascript [#javascript_7] <h3> Go [#go_6] <h3> Java [#java_6] <h3> REST [#rest_7] <h3> Thinking Process [#thinking-process] <h3> Python [#python_8] <h3> Javascript [#javascript_8] <h3> Python [#python_9] <h3> JavaScript [#javascript_9] <h3> Go [#go_7] <h3> REST [#rest_8] <h2> Other image generation modes [#other-modes] <h2> Generate images in batch [#batch-api] <h2> Prompting guide and strategies [#prompt-guide] <h3> Prompts for generating images [#image-generation-prompts] <h3> Template [#template] <h3> Prompt [#prompt] <h3> Python [#python_10] <h3> JavaScript [#javascript_10] <h3> Go [#go_8] <h3> Java [#java_7] <h3> REST [#rest_9] <h3> Template [#template_1] <h3> Prompt [#prompt_1] <h3> Python [#python_11] <h3> JavaScript [#javascript_11] <h3> Go [#go_9] <h3> Java [#java_8] <h3> REST [#rest_10] <h3> Template [#template_2] <h3> Prompt [#prompt_2] <h3> Python [#python_12] <h3> JavaScript [#javascript_12] <h3> Go [#go_10] <h3> Java [#java_9] <h3> REST [#rest_11] <h3> Template [#template_3] <h3> Prompt [#prompt_3] <h3> Python [#python_13] <h3> JavaScript [#javascript_13] <h3> Go [#go_11] <h3> Java [#java_10] <h3> REST [#rest_12] <h3> Template [#template_4] <h3> Prompt [#prompt_4] <h3> Python [#python_14] <h3> JavaScript [#javascript_14] <h3> Go [#go_12] <h3> Java [#java_11] <h3> REST [#rest_13] <h3> Template [#template_5] <h3> Prompt [#prompt_5] <h3> Python [#python_15] <h3> JavaScript [#javascript_15] <h3> Go [#go_13] <h3> Java [#java_12] <h3> REST [#rest_14] <h3> Prompt [#prompt_6] <h3> Python [#python_16] <h3> JavaScript [#javascript_16] <h3> Go [#go_14] <h3> Java [#java_13] <h3> REST [#rest_15] <h3> Prompts for editing images [#image-editing-prompts] <h3> Template [#template_6] <h3> Prompt [#prompt_7] <h3> Python [#python_17] <h3> JavaScript [#javascript_17] <h3> Go [#go_15] <h3> Java [#java_14] <h3> REST [#rest_16] <h3> Template [#template_7] <h3> Prompt [#prompt_8] <h3> Python [#python_18] <h3> JavaScript [#javascript_18] <h3> Go [#go_16] <h3> Java [#java_15] <h3> REST [#rest_17] <h3> Template [#template_8] <h3> Prompt [#prompt_9] <h3> Python [#python_19] <h3> JavaScript [#javascript_19] <h3> Go [#go_17] <h3> Java [#java_16] <h3> REST [#rest_18] <h3> Template [#template_9] <h3> Prompt [#prompt_10] <h3> Python [#python_20] <h3> JavaScript [#javascript_20] <h3> Go [#go_18] <h3> Java [#java_17] <h3> REST [#rest_19] <h3> Template [#template_10] <h3> Prompt [#prompt_11] <h3> Python [#python_21] <h3> JavaScript [#javascript_21] <h3> Go [#go_19] <h3> Java [#java_18] <h3> REST [#rest_20] <h3> Template [#template_11] <h3> Prompt [#prompt_12] <h3> Python [#python_22] <h3> JavaScript [#javascript_22] <h3> Go [#go_20] <h3> Java [#java_19] <h3> REST [#rest_21] <h3> Template [#template_12] <h3> Prompt [#prompt_13] <h3> Python [#python_23] <h3> JavaScript [#javascript_23] <h3> Go [#go_21] <h3> Java [#java_20] <h3> REST [#rest_22] <h3> Best Practices [#best-practices] <h2> Limitations [#limitations] <h2> Optional configurations [#optional_configurations] <h3> Output types [#output_types] <h3> Python [#python_24] <h3> JavaScript [#javascript_24] <h3> Go [#go_22] <h3> Java [#java_21] <h3> REST [#rest_23] <h3> Aspect ratios and image size [#aspect_ratios_and_image_size] <h3> Python [#python_25] <h3> JavaScript [#javascript_25] <h3> Go [#go_23] <h3> Java [#java_22] <h3> REST [#rest_24] <h3> 3.1 Flash Image Preview [#3.1-flash-image-preview] <h3> 3 Pro Image Preview [#3-pro-image-preview] <h3> Gemini 2.5 Flash Image [#gemini-2.5-flash-image] <h2> Model selection [#model-selection] <h3> When to use Imagen [#choose-a-model] <h2> What's next [#what-is-next]	177	0	/gemini-api/docs/image-generation
<h1> Google AI Studio quickstart <h2> Prompts and settings [#prompts-and] <h2> Chat prompt example: Build a custom chat application [#chat_example] <h3> Step 1 - Create a chat prompt [#step-1-chat] <h3> Step 2 - Teach your bot to chat better [#step-2-chat] <h3> Step 3 - Next steps [#step-3-chat] <h2> Further reading [#further-reading]	7	0	/gemini-api/docs/ai-studio-quickstart
<h1> Batch API <h2> Creating a batch job [#create-batch-job] <h3> Inline requests [#inline-requests] <h3> Python [#python] <h3> JavaScript [#javascript] <h3> REST [#rest] <h3> Input file [#input-file] <h3> Python [#python_1] <h3> JavaScript [#javascript_1] <h3> REST [#rest_1] <h3> Python [#python_2] <h3> JavaScript [#javascript_2] <h3> REST [#rest_2] <h3> Batch embedding support [#batch-embedding] <h3> Python [#python_3] <h3> JavaScript [#javascript_3] <h3> Request configuration [#request-config] <h3> Python [#python_4] <h3> JavaScript [#javascript_4] <h3> Python [#python_5] <h3> JavaScript [#javascript_5] <h3> Python [#python_6] <h3> JavaScript [#javascript_6] <h2> Monitoring job status [#batch-job-status] <h3> Python [#python_7] <h3> JavaScript [#javascript_7] <h2> Retrieving results [#retrieve-batch-results] <h3> Python [#python_8] <h3> JavaScript [#javascript_8] <h3> REST [#rest_3] <h2> Listing batch jobs [#listing-batch-jobs] <h3> Python [#python_9] <h3> JavaScript [#javascript_9] <h3> REST [#rest_4] <h2> Cancelling a batch job [#canceling-batch-job] <h3> Python [#python_10] <h3> JavaScript [#javascript_10] <h3> REST [#rest_5] <h2> Deleting a batch job [#delete-batch-job] <h3> Python [#python_11] <h3> JavaScript [#javascript_11] <h3> REST [#rest_6] <h2> Generating images in batch [#image-generation] <h3> Python [#python_13] <h3> JavaScript [#javascript_13] <h3> REST [#rest_8] <h2> Technical details [#technical-details] <h2> Best practices [#best-practices] <h2> What's next [#whats-next]	49	0	/gemini-api/docs/batch-api
<h1> Gemini Live API overview <h2> Use cases [#use-cases] <h2> Key features [#key-features] <h2> Technical specifications [#technical-specifications] <h2> Choose an implementation approach [#implementation-approach] <h2> Get started [#get-started] <h3> GenAI SDK tutorial [#genai-sdk-tutorial] <h3> WebSocket tutorial [#websocket-tutorial] <h3> ADK tutorial [#adk-tutorial] <h2> Partner integrations [#partner-integrations]	10	0	/gemini-api/docs/live-api
<h1> Get started with Gemini Live API using the Google GenAI SDK <h2> Overview [#overview] <h2> Connecting to the Live API [#connecting_to_the_live_api] <h3> Python [#python] <h3> JavaScript [#javascript] <h2> Sending text [#sending_text] <h3> Python [#python_1] <h3> JavaScript [#javascript_1] <h2> Sending audio [#sending_audio] <h3> Python [#python_2] <h3> JavaScript [#javascript_2] <h2> Sending video [#sending_video] <h3> Python [#python_3] <h3> JavaScript [#javascript_3] <h2> Receiving audio [#receiving_audio] <h3> Python [#python_4] <h3> JavaScript [#javascript_4] <h2> Receiving text [#receiving_text] <h3> Python [#python_5] <h3> JavaScript [#javascript_5] <h2> Handling tool calls [#handling_tool_calls] <h3> Python [#python_6] <h3> JavaScript [#javascript_6] <h2> What's next [#whats-next]	24	0	/gemini-api/docs/live-api/get-started-sdk
<h1> Generate images using Imagen <h2> Generate images using the Imagen models [#imagen] <h3> Python [#python] <h3> JavaScript [#javascript] <h3> Go [#go] <h3> REST [#rest] <h3> Imagen configuration [#imagen-configuration] <h2> Imagen prompt guide [#imagen-prompt-guide] <h3> Prompt writing basics [#prompt-basics] <h3> Generate text in images [#generate-text] <h3> Prompt parameterization [#prompt-parameterization] <h3> Advanced prompt writing techniques [#advanced-prompts] <h3> Illustration and art [#style-illustration-art] <h2> Model versions [#model-versions] <h3> Imagen 4 [#imagen-4] <h3> Imagen 3 [#imagen-3]	16	0	/gemini-api/docs/imagen
<h1> Gemini Robotics-ER 1.5 <h2> Safety [#safety] <h2> Getting started: Finding objects in a scene [#getting-started] <h3> Python [#python] <h3> REST [#rest] <h3> JSON [#json] <h2> How it works [#how-it-works] <h3> Using the thinking budget with Gemini Robotics-ER 1.5 [#thinking-budget] <h2> Agentic capabilities for robotics [#agentic-capabilities] <h3> Pointing to objects [#pointing-to-objects] <h3> Python [#python_1] <h3> Python [#python_2] <h3> Tracking objects in a video [#object-tracking-video] <h3> Python [#python_3] <h3> Object detection and bounding boxes [#object_detection_and_bounding_boxes] <h3> Python [#python_4] <h3> Trajectories [#trajectories] <h3> Python [#python_5] <h3> Orchestration [#task-orchestration] <h3> Python [#python_6] <h3> Python [#python_7] <h3> Python [#python_8] <h3> Python [#python_9] <h3> Python [#python_10] <h3> Code execution [#code-execution] <h3> Python [#python_11] <h2> Best practices [#best_practices] <h2> Limitations [#limitations] <h2> Privacy Notice [#privacy_notice] <h2> Pricing [#pricing] <h2> Model versions [#model-versions] <h2> Next steps [#next_steps]	32	0	/gemini-api/docs/robotics-overview
<h1> Feedback <h2> Inline Preference Voting [#inline-preference-voting] <h3> Why are we doing this? [#why-inline-preference-voting] <h3> What data is included in Feedback? [#included-data] <h3> Your Privacy [#privacy] <h3> Opting Out [#opting-out]	6	0	/gemini-api/docs/feedback-policies
<h1> ReAct agent from scratch with Gemini and LangGraph	1	0	/gemini-api/docs/langgraph-example
<h1> Grounding with Google Maps <h2> Get started [#get-started] <h3> Python [#python] <h3> JavaScript [#javascript] <h3> REST [#rest] <h2> How Grounding with Google Maps works [#how-it-works] <h2> Why and when to use Grounding with Google Maps [#why-use] <h2> API methods and parameters [#methods-parameters] <h3> JSON [#json] <h3> JSON [#json_1] <h3> JSON [#json_2] <h3> Understanding the grounding response [#grounding-response] <h3> JSON [#json_3] <h3> Display the Google Maps contextual widget [#contextual-widget] <h2> Use cases [#use-cases] <h3> Handling place-specific questions [#place-specific] <h3> Python [#python_1] <h3> Javascript [#javascript_1] <h3> REST [#rest_1] <h3> Providing location-based personalization [#location-personalization] <h3> Python [#python_2] <h3> Javascript [#javascript_2] <h3> REST [#rest_2] <h3> Assisting with itinerary planning [#itinerary-planning] <h3> Python [#python_3] <h3> Javascript [#javascript_3] <h3> REST [#rest_3] <h2> Service usage requirements [#service-usage-requirements] <h3> Inform the user about the use of Google Maps sources [#inform-sources] <h3> Display Google Maps sources with Google Maps links [#display-sources] <h3> Google Maps text attribution guidelines [#maps-attribution-guidelines] <h3> CSS [#css] <h3> Context token, place ID, and review ID [#context-token-place-id-and-review-id] <h3> Prohibited activity and territory [#prohibited-activity-and-territory] <h2> Best practices [#best-practices] <h2> Limitations [#limitations] <h2> Pricing and rate limits [#pricing-and-rate-limits] <h2> Supported models [#supported-models] <h2> Supported tool combinations [#tool-combination] <h2> What's next [#whats-next]	40	0	/gemini-api/docs/maps-grounding
<h1> Text-to-speech generation (TTS) <h2> Before you begin [#before-you-begin] <h2> Single-speaker TTS [#single-speaker] <h3> Python [#python] <h3> JavaScript [#javascript] <h3> REST [#rest] <h2> Multi-speaker TTS [#multi-speaker] <h3> Python [#python_1] <h3> JavaScript [#javascript_1] <h3> REST [#rest_1] <h2> Controlling speech style with prompts [#controllable] <h2> Generating a prompt to convert to audio [#prompt-tts] <h3> Python [#python_2] <h3> JavaScript [#javascript_2] <h2> Voice options [#voices] <h2> Supported languages [#languages] <h2> Supported models [#supported-models] <h2> Limitations [#limitations] <h2> Prompting guide [#prompting-guide] <h3> Prompting structure [#prompt-structure] <h3> Detailed Prompting Strategies [#prompting-strategies] <h2> What's next [#whats-next]	22	0	/gemini-api/docs/speech-generation
<h1> Generate videos with Veo 3.1 in Gemini API <h2> Text to video generation [#generate-from-text] <h3> Python [#python_2] <h3> JavaScript [#javascript_2] <h3> Go [#go_2] <h3> Java [#java_2] <h3> REST [#rest_2] <h3> Control the aspect ratio [#aspect-ratio] <h3> Python [#python_3] <h3> JavaScript [#javascript_3] <h3> Go [#go_3] <h3> REST [#rest_3] <h3> Control the resolution [#resolution] <h3> Python [#python_4] <h3> JavaScript [#javascript_4] <h3> Go [#go_4] <h3> REST [#rest_4] <h2> Image to video generation [#generate-from-images] <h3> Python [#python_5] <h3> JavaScript [#javascript_5] <h3> Go [#go_5] <h3> Java [#java_3] <h3> Using reference images [#reference-images] <h3> Python [#python_6] <h3> JavaScript [#javascript_6] <h3> Go [#go_6] <h3> REST [#rest_5] <h3> Using first and last frames [#using-first-and-last-video-frames] <h3> Python [#python_7] <h3> JavaScript [#javascript_7] <h3> Go [#go_7] <h3> REST [#rest_6] <h2> Extending Veo videos [#extending_veo_videos] <h3> Python [#python_8] <h3> JavaScript [#javascript_8] <h3> Go [#go_8] <h3> REST [#rest_7] <h2> Handling asynchronous operations [#handling-asynchronous-operations] <h3> Python [#python_9] <h3> JavaScript [#javascript_9] <h3> Go [#go_9] <h3> Java [#java_4] <h3> REST [#rest_8] <h2> Veo API parameters and specifications [#veo-model-parameters] <h2> Veo prompt guide [#prompt-guide] <h3> Safety filters [#safety-filters] <h3> Prompt writing basics [#basics] <h3> Prompting for audio [#audio] <h3> Prompting with reference images [#use-reference-images] <h3> Prompting for extension [#extend-prompt] <h3> Example prompts and output [#examples] <h3> Examples by writing elements [#element-examples] <h3> Negative prompts [#negative-prompts] <h3> Aspect ratios [#aspect-ratios] <h2> Limitations [#limitations] <h2> Model features [#model-features] <h2> Model versions [#model-versions] <h3> Veo 3.1 Preview [#veo-3.1-preview] <h3> Veo 3.1 Fast Preview [#veo-3.1-fast-preview] <h3> Veo 2 [#veo-2] <h2> What's next [#whats-next]	61	0	/gemini-api/docs/video
<h1> Rate limits <h2> How rate limits work [#how-rate-limits-work] <h2> Usage tiers [#usage-tiers] <h2> Gemini API rate limits [#current-rate-limits] <h2> Batch API rate limits [#batch-api] <h3> Tier 1 [#tier-1] <h3> Tier 2 [#tier-2] <h3> Tier 3 [#tier-3] <h2> How to upgrade to the next tier [#how-to-upgrade-to-the-next-tier] <h2> Request a rate limit increase [#request-rate-limit-increase]	10	0	/gemini-api/docs/rate-limits
<h1> Safety settings <h2> Safety filters [#safety-filters] <h3> Content safety filtering level [#safety-filtering-level] <h3> Safety filtering per request [#safety-filtering-per-request] <h3> Safety feedback [#safety-feedback] <h2> Adjust safety settings [#adjust-safety-settings] <h3> Google AI Studio [#safety-settings-ai-studio] <h3> Code examples [#code-examples] <h3> Python [#python] <h3> Go [#go] <h3> JavaScript [#javascript] <h3> Java [#java] <h3> REST [#rest] <h2> Next steps [#next-steps]	14	0	/gemini-api/docs/safety-settings
<h1> Embeddings <h2> Generating embeddings [#generate-embeddings] <h3> Python [#python] <h3> JavaScript [#javascript] <h3> Go [#go] <h3> REST [#rest] <h3> Python [#python_1] <h3> JavaScript [#javascript_1] <h3> Go [#go_1] <h3> REST [#rest_1] <h2> Specify task type to improve performance [#task-types] <h3> Python [#python_2] <h3> JavaScript [#javascript_2] <h3> Go [#go_2] <h3> REST [#rest_2] <h3> Supported task types [#supported-task-types] <h2> Controlling embedding size [#control-embedding-size] <h3> Python [#python_3] <h3> JavaScript [#javascript_3] <h3> Go [#go_3] <h3> REST [#rest_3] <h2> Ensuring quality for smaller dimensions [#quality-for-smaller-dimensions] <h3> Python [#python_4] <h2> Multimodal embeddings [#multimodal] <h3> Supported modalities and limits [#supported-modalities] <h3> Embedding images [#embed-images] <h3> Python [#python_5] <h3> JavaScript [#javascript_4] <h3> REST [#rest_4] <h3> Embedding aggregation [#embedding-aggregation] <h3> Python [#python_6] <h3> JavaScript [#javascript_5] <h3> REST [#rest_5] <h3> Python [#python_7] <h3> JavaScript [#javascript_6] <h3> REST [#rest_6] <h3> Embedding audio [#embed-audio] <h3> Python [#python_8] <h3> JavaScript [#javascript_7] <h3> REST [#rest_7] <h3> Embedding video [#embed-video] <h3> Python [#python_9] <h3> JavaScript [#javascript_8] <h3> REST [#rest_8] <h3> Embedding documents [#embed-documents] <h3> Python [#python_10] <h3> JavaScript [#javascript_9] <h3> REST [#rest_9] <h2> Use cases [#common-use-cases] <h2> Storing embeddings [#store-embeddings] <h2> Model versions [#model-versions] <h3> Gemini Embedding 2 Preview [#gemini-embedding-2-preview] <h3> Gemini Embedding [#gemini-embedding] <h2> Migration from gemini-embedding-001 [#migration] <h2> Batch embeddings [#batch-embedding] <h2> Responsible use notice [#responsible-use-notice] <h2> Start building with embeddings [#start-building]	57	0	/gemini-api/docs/embeddings
<h1> Ephemeral tokens <h2> How ephemeral tokens work [#how-it-works] <h2> Create an ephemeral token [#create-a-token] <h3> Python [#python] <h3> JavaScript [#javascript] <h3> Python [#python_1] <h3> JavaScript [#javascript_1] <h2> Connect to Live API with an ephemeral token [#connect-live-api] <h3> JavaScript [#javascript_2] <h2> Best practices [#best-practices] <h2> Limitations [#limitations] <h2> What's next [#whats-next]	12	0	/gemini-api/docs/live-api/ephemeral-tokens
<h1> Set up your coding agent <h2> Available skills [#available-skills] <h3> gemini-api-dev [#gemini-api-dev] <h3> gemini-live-api-dev [#gemini-live-api-dev] <h3> gemini-interactions-api [#gemini-interactions-api] <h2> Verify installation [#verify-installation] <h3> 1. Verify agent behavior [#gemini-test] <h3> 2. Verify manifest [#manifest-check] <h2> Troubleshooting [#troubleshooting] <h3> Agent didn't discover the skill [#agent-discovery] <h3> Global vs. local conflict [#global-local-conflict] <h2> Resources [#resources]	12	0	/gemini-api/docs/coding-agents
<h1> Market Research Agent with Gemini and the AI SDK by Vercel <h2> Prerequisites [#prerequisites] <h2> Set up your application [#setup] <h3> npm [#npm] <h3> pnpm [#pnpm] <h3> yarn [#yarn] <h3> Install dependencies [#install-dependencies] <h3> npm [#npm_1] <h3> pnpm [#pnpm_1] <h3> yarn [#yarn_1] <h3> npm [#npm_2] <h3> pnpm [#pnpm_2] <h3> yarn [#yarn_2] <h3> Configure your API key [#set-up-api-key] <h3> MacOS/Linux [#macoslinux] <h3> Powershell [#powershell] <h2> Create your application [#create-application] <h3> npm [#npm_3] <h3> pnpm [#pnpm_3] <h3> yarn [#yarn_3] <h2> Perform market research with Google Search [#market-research] <h2> Extract chart data [#extract-chart-data] <h2> Generate the final report [#generate-report] <h2> Run your application [#run-application] <h3> npm [#npm_4] <h3> pnpm [#pnpm_4] <h3> yarn [#yarn_4] <h2> Further resources [#further-resources]	28	0	/gemini-api/docs/vercel-ai-sdk-example
<h1> Release notes <h2> March 23, 2026 [#03-23-2026] <h2> March 19, 2026 [#03-19-2026] <h2> March 18, 2026 [#03-18-2026] <h2> March 16, 2026 [#03-16-2026] <h2> March 12, 2026 [#03-12-2026] <h2> March 10, 2026 [#03-10-2026] <h2> March 9, 2026 [#03-09-2026] <h2> March 3, 2026 [#03-03-2026] <h2> February 26, 2026 [#02-26-2026] <h2> February 19, 2026 [#02-19-2026] <h2> February 18, 2026 [#02-18-2026] <h2> February 17, 2026 [#02-17-2026] <h2> January 29, 2026 [#01-29-2026] <h2> January 21, 2026 [#01-21-2026] <h2> January 15, 2026 [#01-15-2026] <h2> January 14, 2026 [#01-14-2026] <h2> January 13, 2026 [#01-13-2026] <h2> January 12, 2026 [#01-12-2026] <h2> January 8, 2026 [#01-08-2026] <h2> December 19, 2025 [#12-19-2025] <h2> December 17, 2025 [#12-17-2025] <h2> December 12, 2025 [#12-12-2025] <h2> December 11, 2025 [#12-11-2025] <h2> December 10, 2025 [#12-10-2025] <h2> December 9, 2025 [#12-09-2025] <h2> December 5, 2025 [#12-05-2025] <h2> December 4, 2025 [#12-04-2025] <h2> December 3, 2025 [#12-03-2025] <h2> November 20, 2025 [#11-20-2025] <h2> November 18, 2025 [#11-18-2025] <h2> November 11, 2025 [#11-11-2025] <h2> November 10, 2025 [#11-10-2025] <h2> November 6, 2025 [#11-06-2025] <h2> November 4, 2025 [#11-04-2025] <h2> October 29, 2025 [#10-29-2025] <h2> October 20, 2025 [#10-20-2025] <h2> October 17, 2025 [#10-17-2025] <h2> October 15, 2025 [#10-15-2025] <h2> October 7, 2025 [#10-07-2025] <h2> October 2, 2025 [#10-02-2025] <h2> September 29, 2025 [#09-29-2025] <h2> September 25, 2025 [#09-25-2025] <h2> September 23, 2025 [#09-23-2025] <h2> September 16, 2025 [#09-16-2025] <h2> September 10, 2025 [#09-10-2025] <h2> September 9, 2025 [#09-09-2025] <h2> August 26, 2025 [#08-26-2025] <h2> August 18, 2025 [#08-18-2025] <h2> August 14, 2025 [#08-14-2025] <h2> August 7, 2025 [#08-07-2025] <h2> July 31, 2025 [#07-31-2025] <h2> July 22, 2025 [#07-22-2025] <h2> July 17, 2025 [#07-17-2025] <h2> July 14, 2025 [#07-14-2025] <h2> July 7, 2025 [#07-07-2025] <h2> June 26, 2025 [#06-26-2025] <h2> June 24, 2025 [#06-24-2025] <h2> June 17, 2025 [#06-17-2025] <h2> June 05, 2025 [#06-05-2025] <h2> May 27, 2025 [#05-27-2025] <h2> May 20, 2025 [#05-20-2025] <h2> May 7, 2025 [#05-07-2025] <h2> May 6, 2025 [#05-06-2025] <h2> April 17, 2025 [#04-17-2025] <h2> April 16, 2025 [#04-16-2025] <h2> April 9, 2025 [#04-09-2025] <h2> April 4, 2025 [#04-04-2025] <h2> March 25, 2025 [#03-25-2025] <h2> March 12, 2025 [#03-12-2025] <h2> March 11, 2025 [#03-11-2025] <h2> March 7, 2025 [#03-07-2025] <h2> February 28, 2025 [#02-28-2025] <h2> February 25, 2025 [#02-25-2025] <h2> February 19, 2025 [#02-19-2025] <h2> February 18, 2025 [#02-18-2025] <h2> February 11, 2025 [#02-11-2025] <h2> February 6, 2025 [#02-06-2025] <h2> February 5, 2025 [#02-05-2025] <h2> January 21, 2025 [#01-21-2025] <h2> December 19, 2024 [#12-19-2024] <h2> December 11, 2024 [#12-11-2024] <h2> November 21, 2024 [#11-21-24] <h2> November 14, 2024 [#11-14-24] <h2> November 8, 2024 [#11-08-24] <h2> October 31, 2024 [#10-31-24] <h2> October 3, 2024 [#10-03-24] <h2> September 24, 2024 [#09-24-24] <h2> September 19, 2024 [#09-19-24] <h2> September 17, 2024 [#09-17-24] <h2> September 13, 2024 [#09-13-24] <h2> August 30, 2024 [#08-30-24] <h2> August 27, 2024 [#08-27-24] <h2> August 9, 2024 [#08-09-24] <h2> August 5, 2024 [#08-05-24] <h2> August 1, 2024 [#08-01-24] <h2> July 12, 2024 [#07-12-24] <h2> June 27, 2024 [#06-27-24] <h2> June 18, 2024 [#06-18-24] <h2> June 12, 2024 [#06-12-204] <h2> May 23, 2024 [#05-23-24] <h2> May 14, 2024 [#05-14-24] <h2> May 10, 2024 [#05-10-24] <h2> April 9, 2024 [#04-09-24] <h2> March 19, 2024 [#03-09-24] <h2> December 13 2023 [#12-13-23]	106	0	/gemini-api/docs/changelog
<h1> Agents Overview <h2> Available Agents [#available-agents] <h2> Building agents [#building-agents] <h2> Agent frameworks [#agent-frameworks]	4	0	/gemini-api/docs/agents
<h1> Computer Use <h2> How Computer Use works [#how-computer-use] <h2> How to implement Computer Use [#implement-computer-use] <h3> 1. Send a request to the model [#send-request] <h3> Python [#python] <h3> 2. Receive the model response [#model-response] <h3> 3. Execute the received actions [#execute-actions] <h3> Python [#python_1] <h3> 4. Capture the new environment state [#capture-state] <h3> Python [#python_2] <h2> Build an agent loop [#agent-loop] <h3> Python [#python_3] <h2> Using custom user-defined functions [#custom-functions] <h3> Python [#python_4] <h2> Supported UI actions [#supported-actions] <h2> Safety and security [#safety-security] <h3> Acknowledge safety decision [#safety-decisions] <h3> Python [#python_5] <h3> Python [#python_6] <h3> Safety best practices [#safety-best-practices] <h2> Model versions [#model-versions] <h2> What's next [#whats-next]	22	0	/gemini-api/docs/computer-use
<h1> Models <h2> Gemini 3 [#gemini-3] <h3> Gemini 3.1 Pro [#gemini-3.1-pro] <h3> Gemini 3 Flash [#gemini-3-flash] <h3> Gemini 3.1 Flash-Lite [#gemini-3.1-flash-lite-preview] <h3> Nano Banana 2 [#nano-banana-2] <h3> Nano Banana Pro [#nano-banana-pro] <h2> Gemini 2.5 Flash [#gemini_25_flash] <h3> Gemini 2.5 Flash [#gemini-2-5-flash] <h3> Nano Banana [#nano-banana] <h3> Gemini 2.5 Flash Live Preview [#gemini-2-5-flash-live-preview] <h3> Gemini 2.5 Flash TTS Preview [#gemini-2-5-flash-tts-preview] <h2> Gemini 2.5 Flash-Lite [#gemini_25_flash-lite] <h3> Gemini 2.5 Flash-Lite [#gemini-2-5-flash-lite] <h2> Gemini 2.5 Pro [#gemini_25_pro] <h3> Gemini 2.5 Pro [#gemini-2-5-pro] <h3> Gemini 2.5 Pro TTS Preview [#gemini-2-5-pro-tts-preview] <h2> Audio models [#audio_models] <h3> Gemini 2.5 Flash Live Preview [#gemini-2-5-flash-live-preview-2] <h3> Gemini 2.5 Flash TTS Preview [#gemini-2-5-flash-tts-preview-2] <h3> Gemini 2.5 Pro TTS Preview [#gemini-2-5-pro-tts-preview-2] <h3> Lyria Experimental [#lyria-experimental] <h2> Generative media models [#generative_media_models] <h3> Nano Banana 2 Preview [#nano-banana-2-preview] <h3> Veo 3.1 Preview [#veo-3-1-preview] <h3> Nano Banana Pro Preview [#nano-banana-pro-preview] <h3> Lyria Experimental [#lyria-experimental-2] <h3> Nano Banana [#nano-banana-gen] <h3> Imagen 4 [#imagen-4] <h2> Tool and agent models [#tool_and_agent_models] <h3> Computer Use Preview [#computer-use-preview] <h3> Gemini Deep Research Preview [#gemini-deep-research-preview] <h2> Specialized task models [#specialized_task_models] <h3> Gemini Embedding 2 Preview [#gemini-embedding-2] <h3> Gemini Embedding [#gemini-embeddings] <h3> Gemini Robotics Preview [#gemini-robotics-preview] <h2> Previous models [#previous_models] <h3> Gemini 2.0 Flash Deprecated [#gemini-2-0-flash-deprecated] <h3> Gemini 2.0 Flash-Lite Deprecated [#gemini-2-0-flash-lite-deprecated] <h3> Gemini 3 Pro Preview Shut down [#gemini-3-pro-preview-deprecated] <h2> Model version name patterns [#model-versions] <h3> Stable [#stable] <h3> Preview [#preview] <h3> Latest [#latest] <h3> Experimental [#experimental] <h2> Model deprecations [#model_deprecations]	46	0	/gemini-api/docs/models
<h1> Code execution <h2> Enable code execution [#enable-code-execution] <h3> Python [#python] <h3> JavaScript [#javascript] <h3> Go [#go] <h3> REST [#rest] <h2> Code Execution with images (Gemini 3) [#images] <h3> Enable Code Execution with images [#code-exec-with-images] <h3> Python [#python_1] <h3> JavaScript [#javascript_1] <h3> Go [#go_1] <h3> REST [#rest_1] <h2> Use code execution in chat [#code-in-chat] <h3> Python [#python_2] <h3> JavaScript [#javascript_2] <h3> Go [#go_2] <h3> REST [#rest_2] <h2> Input/output (I/O) [#input-output] <h3> I/O pricing [#input-output-pricing] <h3> I/O details [#input-output-details] <h2> Billing [#billing] <h2> Limitations [#limitations] <h2> Supported tools combinations [#supported-tools-combinations] <h2> Supported libraries [#supported-libraries] <h2> What's next [#whats-next]	25	0	/gemini-api/docs/code-execution
<h1> File Search <h2> Directly upload to File Search store [#upload] <h3> Python [#python] <h3> JavaScript [#javascript] <h2> Importing files [#importing-files] <h3> Python [#python_1] <h3> JavaScript [#javascript_1] <h2> Chunking configuration [#chunking_configuration] <h3> Python [#python_2] <h3> JavaScript [#javascript_2] <h2> How it works [#how-it-works] <h2> File Search stores [#file-search-stores] <h3> Python [#python_3] <h3> JavaScript [#javascript_3] <h3> REST [#rest] <h2> File search documents [#file-search-documents] <h3> Python [#python_4] <h3> JavaScript [#javascript_4] <h3> REST [#rest_1] <h2> File metadata [#metadata] <h3> Python [#python_5] <h3> JavaScript [#javascript_5] <h3> Python [#python_6] <h3> JavaScript [#javascript_6] <h3> REST [#rest_2] <h2> Citations [#citations] <h3> Python [#python_7] <h3> JavaScript [#javascript_7] <h2> Structured output [#structured-output] <h3> Python [#python_8] <h3> JavaScript [#javascript_8] <h3> REST [#rest_3] <h2> Supported models [#supported-models] <h2> Supported tool combinations [#tool-combination] <h2> Supported file types [#supported-files] <h3> Application file types [#application] <h3> Text file types [#text] <h2> Limitations [#limitations] <h3> Rate limits [#rate-limits] <h2> Pricing [#pricing] <h2> What's next [#whats_next]	41	0	/gemini-api/docs/file-search
<h1> Safety and factuality guidance <h2> Understand the safety risks of your application [#understand_the_safety_risks_of_your_application] <h2> Consider adjustments to mitigate safety and factuality risks [#consider_adjustments_to_mitigate_safety_and_factuality_risks] <h2> Perform safety testing appropriate to your use case [#perform_safety_testing_appropriate_to_your_use_case] <h2> Monitor for problems [#monitor_for_problems] <h2> Next steps [#next_steps]	6	0	/gemini-api/docs/safety-guidance
<h1> Prompt design strategies <h2> Topic-specific prompt guides [#additional-prompt-guides] <h2> Clear and specific instructions [#clear-and-specific-instructions] <h3> Input [#input] <h3> Constraints [#constraints] <h3> Response format [#response-format] <h2> Zero-shot vs few-shot prompts [#few-shot] <h3> Optimal number of examples [#number-examples] <h3> Consistent formatting [#consistent-formatting] <h2> Add context [#context] <h2> Break down prompts into components [#prompt-components] <h2> Experiment with model parameters [#model-parameters] <h2> Prompt iteration strategies [#iteration] <h2> Fallback responses [#fallback-responses] <h2> Things to avoid [#things-to-avoid] <h2> Gemini 3 [#gemini-3] <h3> Core prompting principles [#core_prompting_principles] <h3> Gemini 3 Flash strategies [#gemini_3_flash_strategies] <h3> Enhancing reasoning and planning [#enhancing_reasoning_and_planning] <h3> Structured prompting examples [#structured_prompting_examples] <h3> Example template combining best practices [#example_template_combining_best_practices] <h2> Agentic workflows [#agentic-workflows] <h3> Reasoning and strategy [#reasoning_and_strategy] <h3> Execution and reliability [#execution_and_reliability] <h3> Interaction and output [#interaction_and_output] <h3> System instruction template [#agentic-si-template] <h2> Next steps [#next-steps]	27	0	/gemini-api/docs/prompting-strategies
<h1> Logs and datasets <h2> 1. Enable logging in Google AI Studio [#1_enable_logging_in_google_ai_studio] <h2> 2. View logs in AI Studio [#2_view_logs_in_ai_studio] <h2> 3. Curate and share datasets [#3_curate_and_share_datasets] <h2> Next steps & what to test [#next_steps_what_to_test] <h2> Compatibility [#compatibility]	6	0	/gemini-api/docs/logs-datasets
<h1> Authentication with OAuth quickstart <h2> Objectives [#objectives] <h2> Prerequisites [#prerequisites] <h2> Set up your cloud project [#set-cloud] <h3> 1. Enable the API [#enable-api] <h3> 2. Configure the OAuth consent screen [#configure-oauth] <h3> 3. Authorize credentials for a desktop application [#authorize-credentials] <h2> Set up Application Default Credentials [#set-application-default] <h3> Curl [#curl] <h3> Python [#python] <h2> Next steps [#next-steps] <h2> Manage credentials yourself [Python] [#manage-credentials] <h3> 1. Install the necessary libraries [#install-libs] <h3> 2. Write the credential manager [#write-credentials] <h3> 3. Write your program [#write-program] <h3> 4. Run your program [#run-program]	16	0	/gemini-api/docs/oauth
<h1> Available regions for Google AI Studio and Gemini API <h2> Available regions [#available-regions]	2	0	/gemini-api/docs/available-regions
<h1> Document understanding <h2> Passing PDF data inline [#inline_data] <h3> Python [#python] <h3> JavaScript [#javascript] <h3> Go [#go] <h3> REST [#rest] <h3> Python [#python_1] <h3> JavaScript [#javascript_1] <h3> Go [#go_1] <h2> Uploading PDFs using the Files API [#large-pdfs] <h3> Large PDFs from URLs [#large-pdfs-urls] <h3> Python [#python_2] <h3> JavaScript [#javascript_2] <h3> Go [#go_2] <h3> REST [#rest_1] <h3> Large PDFs stored locally [#large-pdfs-local] <h3> Python [#python_3] <h3> JavaScript [#javascript_3] <h3> Go [#go_3] <h3> REST [#rest_2] <h3> Python [#python_4] <h3> REST [#rest_3] <h2> Passing multiple PDFs [#prompt-multiple] <h3> Python [#python_5] <h3> JavaScript [#javascript_4] <h3> Go [#go_4] <h3> REST [#rest_4] <h2> Technical details [#technical-details] <h3> Gemini 3 models [#gemini-3-models] <h3> Document types [#document-types] <h3> Best practices [#best-practices] <h2> What's next [#whats-next]	32	0	/gemini-api/docs/document-processing
<h1> Durable AI agent with Gemini and Temporal <h2> Architecture [#architecture] <h2> Prerequisites [#prerequisites] <h2> Setup [#setup] <h2> Implementation [#implementation] <h3> Imports and sandbox setup [#imports] <h3> System instructions [#system-instructions] <h3> Tool definitions [#tool-definitions] <h3> Tool registry [#tool-registry] <h3> LLM activity [#llm-activity] <h3> Dynamic tool activity [#dynamic-tool-activity] <h3> The agentic loop workflow [#agentic-loop] <h3> Worker startup [#worker-startup] <h2> The client script [#client-script] <h2> Run the agent [#run-agent] <h2> Test durability (Optional) [#test-durability] <h3> Simulating a network outage [#network-outage] <h3> Surviving a worker crash [#worker-crash] <h2> Further resources [#further-resources]	19	0	/gemini-api/docs/temporal-example
<h1> Abuse monitoring <h2> How We Monitor for Misuse [#how-we-monitor-for-misuse] <h2> How We Handle Data [#how-we-handle-data] <h2> How We Investigate Potential Issues [#how-we-investigate-potential-issues] <h2> Working with You on Policy Compliance [#policy-compliance] <h2> Scope [#scope]	6	0	/gemini-api/docs/usage-policies
<h1> Session management with Live API <h2> Session lifetime [#maximum-session-duration] <h2> Context window compression [#context-window-compression] <h3> Python [#python] <h3> JavaScript [#javascript] <h2> Session resumption [#session-resumption] <h3> Python [#python_1] <h3> JavaScript [#javascript_1] <h2> Receiving a message before the session disconnects [#goaway-message] <h3> Python [#python_2] <h3> JavaScript [#javascript_2] <h2> Receiving a message when the generation is complete [#generation-complete-message] <h3> Python [#python_3] <h3> JavaScript [#javascript_3] <h2> What's next [#whats-next]	15	0	/gemini-api/docs/live-api/session-management
<h1> Gemini API libraries <h2> Language support and installation [#install] <h3> Python [#python] <h3> JavaScript [#javascript] <h3> Go [#go] <h3> Java [#java] <h3> C# [#c] <h2> General availability [#new-libraries] <h2> Legacy libraries and migration [#previous-sdks]	9	0	/gemini-api/docs/libraries
<h1> Gemini API quickstart <h2> Before you begin [#before_you_begin] <h2> Install the Google GenAI SDK [#install-gemini-library] <h3> Python [#python] <h3> JavaScript [#javascript] <h3> Go [#go] <h3> Java [#java] <h3> C# [#c] <h3> Apps Script [#apps-script] <h2> Make your first request [#make-first-request] <h3> Python [#python_1] <h3> JavaScript [#javascript_1] <h3> Go [#go_1] <h3> Java [#java_1] <h3> C# [#c_1] <h3> Apps Script [#apps-script_1] <h3> REST [#rest] <h2> What's next [#what's-next]	18	0	/gemini-api/docs/quickstart
<h1> Troubleshoot Google AI Studio <h2> Understand 403 Access Restricted errors [#understand-403-errors] <h2> Resolve No Content responses on Google AI Studio [#resolve-no-content] <h2> Check token usage and limits [#check-token-usage]	4	0	/gemini-api/docs/troubleshoot-ai-studio
<h1> Thought Signatures <h2> How it works [#how_it_works] <h2> Signatures in function calling parts [#function-calling] <h3> Sequential function calling example [#sequential_function_calling_example] <h3> Parallel function calling example [#parallel_function_calling_example] <h2> Signatures in non functionCall parts [#non-function-call] <h3> Text/In-context reasoning (No validation) [#textin-context_reasoning_no_validation] <h2> Signatures for OpenAI compatibility [#openai] <h3> Sequential function calling example [#sequential_function_calling_example_2] <h3> Parallel function calling example [#parallel_function_calling_example_2] <h2> FAQs [#faqs] <h2> Thought signatures for different models [#model-behavior]	12	0	/gemini-api/docs/thought-signatures
<h1> Access Google AI Studio with your Workspace account <h2> Troubleshooting [#troubleshooting] <h2> Enable AI Studio for Workspace users [#enable-ai-studio]	3	0	/gemini-api/docs/workspace
<h1> API versions explained <h2> Configure API version in an SDK [#configure-api-version] <h3> Python [#python] <h3> JavaScript [#javascript] <h3> REST [#rest]	5	0	/gemini-api/docs/api-versions
<h1> Additional Terms of Service archive	1	0	/gemini-api/terms-archive
<h1> Gemini 3 Pro Image Preview <h2> Documentation [#documentation] <h2> gemini-3-pro-image-preview [#gemini-3-pro-image-preview]	3	0	/gemini-api/docs/models/gemini-3-pro-image-preview
<h1> Fine-tuning with the Gemini API	1	0	/gemini-api/docs/model-tuning
<h1> Gemini Embedding model <h2> Documentation [#documentation] <h2> gemini-embedding-001 [#gemini-embedding-001]	3	0	/gemini-api/docs/models/gemini-embedding-001
<h1> Lyria RealTime experimental <h2> Documentation [#documentation] <h2> lyria-realtime-exp [#lyria-realtime-exp]	3	0	/gemini-api/docs/models/lyria-realtime-exp
<h1> Generate videos with Veo 3.1 in Gemini API <h2> Text to video generation [#generate-from-text] <h3> Python [#python_2] <h3> JavaScript [#javascript_2] <h3> Go [#go_2] <h3> Java [#java_2] <h3> REST [#rest_2] <h3> Control the aspect ratio [#aspect-ratio] <h3> Python [#python_3] <h3> JavaScript [#javascript_3] <h3> Go [#go_3] <h3> REST [#rest_3] <h3> Control the resolution [#resolution] <h3> Python [#python_4] <h3> JavaScript [#javascript_4] <h3> Go [#go_4] <h3> REST [#rest_4] <h2> Image to video generation [#generate-from-images] <h3> Python [#python_5] <h3> JavaScript [#javascript_5] <h3> Go [#go_5] <h3> Java [#java_3] <h3> Using reference images [#reference-images] <h3> Python [#python_6] <h3> JavaScript [#javascript_6] <h3> Go [#go_6] <h3> REST [#rest_5] <h3> Using first and last frames [#using-first-and-last-video-frames] <h3> Python [#python_7] <h3> JavaScript [#javascript_7] <h3> Go [#go_7] <h3> REST [#rest_6] <h2> Extending Veo videos [#extending_veo_videos] <h3> Python [#python_8] <h3> JavaScript [#javascript_8] <h3> Go [#go_8] <h3> REST [#rest_7] <h2> Handling asynchronous operations [#handling-asynchronous-operations] <h3> Python [#python_9] <h3> JavaScript [#javascript_9] <h3> Go [#go_9] <h3> Java [#java_4] <h3> REST [#rest_8] <h2> Veo API parameters and specifications [#veo-model-parameters] <h2> Veo prompt guide [#prompt-guide] <h3> Safety filters [#safety-filters] <h3> Prompt writing basics [#basics] <h3> Prompting for audio [#audio] <h3> Prompting with reference images [#use-reference-images] <h3> Prompting for extension [#extend-prompt] <h3> Example prompts and output [#examples] <h3> Examples by writing elements [#element-examples] <h3> Negative prompts [#negative-prompts] <h3> Aspect ratios [#aspect-ratios] <h2> Limitations [#limitations] <h2> Model features [#model-features] <h2> Model versions [#model-versions] <h3> Veo 3.1 Preview [#veo-3.1-preview] <h3> Veo 3.1 Fast Preview [#veo-3.1-fast-preview] <h3> Veo 2 [#veo-2] <h2> What's next [#whats-next]	61	0	/gemini-api/docs/video?example=dialogue
<h1> Deep Research preview <h2> Documentation [#documentation] <h2> deep-research-pro-preview-12-2025 [#deep-research-pro-preview-12-2025]	3	0	/gemini-api/docs/models/deep-research-pro-preview-12-2025
<h1> Gemini 3 Pro Preview <h2> gemini-3-pro-preview [#gemini-3-pro-preview]	2	0	/gemini-api/docs/models/gemini-3-pro-preview
<h1> Gemini Embedding 2 model <h2> Documentation [#documentation] <h2> gemini-embedding-2-preview [#gemini-embedding-2-preview]	3	0	/gemini-api/docs/models/gemini-embedding-2-preview
<h1> Imagen 4 <h2> Documentation [#documentation] <h2> imagen-4.0-generate-001 [#imagen-40-generate-001]	3	0	/gemini-api/docs/models/imagen
<h1> Accelerate discovery with Gemini for Research [#accelerate-discovery-with-gemini-for-research] <h2> Get started with Gemini [#get-started-with-gemini] <h3> Python [#python] <h3> JavaScript [#javascript] <h3> REST [#rest] <h2> Featured academics [#featured-academics] <h2> Gemini Academic Program [#gemini-academic-program] <h3> Start researching with the Gemini API [#start-researching-with-the-gemini-api]	8	0	/gemini-api/docs/gemini-for-research
<h1> Gemini API Additional Terms of Service <h2> Age Requirements [#age-requirements] <h2> Use Restrictions [#use-restrictions] <h2> Use of Generated Content [#use-generated] <h2> Unpaid Services [#unpaid-services] <h3> How Google Uses Your Data [#data-use-unpaid] <h2> Paid Services [#paid-services] <h3> How Google Uses Your Data [#data-use-paid] <h3> Payment Terms [#payment-terms] <h2> Grounding with Google Search [#grounding-with-google-search] <h3> Use Restrictions [#use-restrictions2] <h3> Data Collection and How Google Uses Your Data [#data-collection] <h2> Disclaimers [#disclaimers]	13	0	/gemini-api/terms-archive/terms_05_20_25
<h1> Gemini API Additional Terms of Service <h2> Age Requirements [#age-requirements] <h2> Use Restrictions [#use-restrictions] <h2> Use of Generated Content [#use-generated] <h2> Unpaid Services [#unpaid-services] <h3> How Google Uses Your Data [#data-use-unpaid] <h2> Paid Services [#paid-services] <h3> How Google Uses Your Data [#data-use-paid] <h3> Payment Terms [#payment-terms] <h2> Agentic Services [#agentic_services] <h2> Grounding with Google Search [#grounding-with-google-search] <h3> Use Restrictions [#use-restrictions2] <h3> Data Collection and How Google Uses Your Data [#data-collection] <h2> Grounding with Google Maps [#grounding-with-google-maps] <h3> Use restrictions [#use_restrictions_3] <h3> Data Collection and How Google Uses Your Data [#data_collection_and_how_google_uses_your_data_2] <h2> Hardware Safety [#hardware-safety] <h2> Disclaimers [#disclaimers]	18	0	/gemini-api/terms-archive/terms_12_18_25
<h1> Gemini API Additional Terms of Service <h2> Age Requirements [#age-requirements] <h2> Use Restrictions [#use-restrictions] <h2> Use of Generated Content [#use-generated] <h2> Unpaid Services [#unpaid-services] <h3> How Google Uses Your Data [#data-use-unpaid] <h2> Paid Services [#paid-services] <h3> How Google Uses Your Data [#data-use-paid] <h3> Payment Terms [#payment-terms] <h2> Grounding with Google Search [#grounding-with-google-search] <h3> Use Restrictions [#use-restrictions] <h3> Data Collection and How Google Uses Your Data [#data-collection] <h2> Disclaimers [#disclaimers]	13	0	/gemini-api/terms-archive/terms_04_03_25
<h1> Gemini API Additional Terms of Service <h2> Age Requirements [#age-requirements] <h2> Use Restrictions [#use-restrictions] <h2> Use of Generated Content [#use-generated] <h2> Unpaid Services [#unpaid-services] <h3> How Google Uses Your Data [#data-use-unpaid] <h2> Paid Services [#paid-services] <h3> How Google Uses Your Data [#data-use-paid] <h3> Payment Terms [#payment-terms] <h2> Agentic Services [#agentic_services] <h2> Grounding with Google Search [#grounding-with-google-search] <h3> Use Restrictions [#use-restrictions2] <h3> Data Collection and How Google Uses Your Data [#data-collection] <h2> Grounding with Google Maps [#grounding-with-google-maps] <h3> Use restrictions [#use_restrictions_3] <h3> Data Collection and How Google Uses Your Data [#data_collection_and_how_google_uses_your_data_2] <h2> Hardware Safety [#hardware-safety] <h2> Disclaimers [#disclaimers]	18	0	/gemini-api/terms-archive/terms_10_17_25
<h1> Gemini API Additional Terms of Service <h2> Age Requirements [#age-requirements] <h2> Use Restrictions [#use-restrictions] <h2> Use of Generated Content [#use-generated] <h2> Unpaid Services [#unpaid-services] <h3> How Google Uses Your Data [#data-use-unpaid] <h2> Paid Services [#paid-services] <h3> How Google Uses Your Data [#data-use-paid] <h3> Payment Terms [#payment-terms] <h2> Agentic Services [#agentic_services] <h2> Grounding with Google Search [#grounding-with-google-search] <h3> Use Restrictions [#use-restrictions2] <h3> Data Collection and How Google Uses Your Data [#data-collection] <h2> Hardware Safety [#hardware-safety] <h2> Disclaimers [#disclaimers]	15	0	/gemini-api/terms-archive/terms_10_07_25
<h1> Generative AI APIs Additional Terms of Service <h2> Age Requirements [#age_requirements] <h2> Use Restrictions [#use_restrictions] <h2> Use of Generated Content [#use_of_generated_content] <h2> Content License and Data Use [#content_license_and_data_use] <h2> Disclaimers [#disclaimers]	6	0	/gemini-api/terms-archive/terms_12_13_23
<h1> Gemini API Additional Terms of Service <h2> Age Requirements [#age-requirements] <h2> Use Restrictions [#use-restrictions] <h2> Use of Generated Content [#use-generated] <h2> Unpaid Services [#unpaid-services] <h3> How Google Uses Your Data [#data-use-unpaid] <h2> Paid Services [#paid-services] <h3> How Google Uses Your Data [#data-use-paid] <h3> Payment Terms [#payment-terms] <h2> Agentic Services [#agentic_services] <h2> Grounding with Google Search [#grounding-with-google-search] <h3> Use Restrictions [#use-restrictions2] <h3> Data Collection and How Google Uses Your Data [#data-collection] <h2> Grounding with Google Maps [#grounding-with-google-maps] <h3> Use restrictions [#use_restrictions_3] <h3> Data Collection and How Google Uses Your Data [#data_collection_and_how_google_uses_your_data_2] <h2> Hardware Safety [#hardware-safety] <h2> Disclaimers [#disclaimers]	18	0	/gemini-api/terms-archive/terms_11_20_25
<h1> Gemini API Additional Terms of Service <h2> Age Requirements [#age-requirements] <h2> Use Restrictions [#use-restrictions] <h2> Use of Generated Content [#use-generated] <h2> Paid Services [#paid-services] <h3> Payment Terms [#payment-terms] <h3> Data Use for Paid Services [#data-use-paid] <h2> Data Use for Unpaid Services [#data-use-unpaid] <h2> Disclaimers [#disclaimers]	9	0	/gemini-api/terms-archive/terms_05_14_24
<h1> PaLM API and MakerSuite Additional Terms of Service <h2> Age Requirements [#age_requirements] <h2> Use Restrictions [#use_restrictions] <h2> Use of Generated Content [#use_of_generated_content] <h2> Content License and Data Use [#content_license_and_data_use] <h2> Disclaimers [#disclaimers]	6	0	/gemini-api/terms-archive/terms_09_20_23
<h1> Gemini API Additional Terms of Service <h2> Age Requirements [#age-requirements] <h2> Use Restrictions [#use-restrictions] <h2> Use of Generated Content [#use-generated] <h2> Content License and Data Use [#content-license] <h2> Disclaimers [#disclaimers]	6	0	/gemini-api/terms-archive/terms_02_15_24
<h1> Gemini API Additional Terms of Service <h2> Age Requirements [#age-requirements] <h2> Use Restrictions [#use-restrictions] <h2> Use of Generated Content [#use-generated] <h2> Unpaid Services [#unpaid-services] <h3> How Google Uses Your Data [#data-use-unpaid] <h2> Paid Services [#paid-services] <h3> How Google Uses Your Data [#data-use-paid] <h3> Payment Terms [#payment-terms] <h2> Grounding with Google Search [#grounding-with-google-search] <h3> Use Restrictions [#use-restrictions] <h3> Data Collection and How Google Uses Your Data [#data-collection] <h2> Disclaimers [#disclaimers]	13	0	/gemini-api/terms-archive/terms_02_05_25
<h1> Gemini API Additional Terms of Service <h2> Age Requirements [#age-requirements] <h2> Use Restrictions [#use-restrictions] <h2> Use of Generated Content [#use-generated] <h2> Unpaid Services [#unpaid-services] <h3> How Google Uses Your Data [#data-use-unpaid] <h2> Paid Services [#paid-services] <h3> How Google Uses Your Data [#data-use-paid] <h3> Payment Terms [#payment-terms] <h2> Grounding with Google Search [#grounding-with-google-search] <h3> Use Restrictions [#use-restrictions2] <h3> Data Collection and How Google Uses Your Data [#data-collection] <h2> Hardware Safety [#hardware-safety] <h2> Disclaimers [#disclaimers]	14	0	/gemini-api/terms-archive/terms_09_25_25
<h1> PaLM API and MakerSuite Additional Terms of Service <h2> Age Requirements [#age_requirements] <h2> Use Restrictions [#use_restrictions] <h2> Content License [#content_license] <h2> Disclaimers [#disclaimers]	5	0	/gemini-api/terms-archive/terms_05_10_23
<h1> PaLM API and MakerSuite Additional Terms of Service <h2> Age Requirements [#age_requirements] <h2> Use Restrictions [#use_restrictions] <h2> Use of Generated Content [#use_of_generated_content] <h2> Content License and Data Use [#content_license_and_data_use] <h2> Disclaimers [#disclaimers]	6	0	/gemini-api/terms-archive/terms_08_28_23
<h1> Gemini API Additional Terms of Service <h2> Age Requirements [#age-requirements] <h2> Use Restrictions [#use-restrictions] <h2> Use of Generated Content [#use-generated] <h2> Paid Services [#paid-services] <h3> Payment Terms [#payment-terms] <h3> Data Use for Paid Services [#data-use-paid] <h2> Data Use for Unpaid Services [#data-use-unpaid] <h2> Disclaimers [#disclaimers]	9	0	/gemini-api/terms-archive/terms_05_02_24
<h1> Gemini API Additional Terms of Service <h2> Age Requirements [#age-requirements] <h2> Use Restrictions [#use-restrictions] <h2> Use of Generated Content [#use-generated] <h2> Content License and Data Use [#content-license] <h2> Disclaimers [#disclaimers]	6	0	/gemini-api/terms-archive/terms_03_20_24
<h1> Files API <h2> Upload a file [#upload-audio] <h3> Python [#python] <h3> JavaScript [#javascript] <h3> Go [#go] <h3> REST [#rest] <h2> Get metadata for a file [#get-metadata] <h3> Python [#python_1] <h3> JavaScript [#javascript_1] <h3> Go [#go_1] <h3> REST [#rest_1] <h2> List uploaded files [#list-uploaded] <h3> Python [#python_2] <h3> JavaScript [#javascript_2] <h3> Go [#go_2] <h3> REST [#rest_2] <h2> Delete uploaded files [#delete-uploaded] <h3> Python [#python_3] <h3> JavaScript [#javascript_3] <h3> Go [#go_3] <h3> REST [#rest_3] <h2> Usage info [#usage_info] <h2> File prompting strategies [#prompt-guide] <h3> Prompt design fundamentals [#prompt-design-fundamentals] <h3> Troubleshooting your multimodal prompt [#troubleshooting-your-multimodal-prompt] <h3> Be specific in your instructions [#specific-instructions] <h3> Add a few examples [#add_a_few_examples] <h3> Break it down step-by-step [#break_it_down_step-by-step] <h3> Specify the output format [#specify_the_output_format] <h3> Put your image first for single-image prompts [#single-image-prompts] <h3> Troubleshooting your multimodal prompt [#troubleshooting] <h2> What's next [#whats-next]	32	0	/gemini-api/docs/files?lang=python
<h1> Additional Terms of Service archive	1	0	/gemini-api/terms-archive/index
<h1> Generative AI APIs Additional Terms of Service <h2> Age Requirements [#age-requirements] <h2> Use Restrictions [#use-restrictions] <h2> Use of Generated Content [#use-generated] <h2> Unpaid Services [#unpaid-services] <h3> How Google Uses Your Data [#data-use-unpaid] <h2> Paid Services [#paid-services] <h3> How Google Uses Your Data [#data-use-paid] <h3> Payment Terms [#payment-terms] <h2> Grounding with Google Search [#grounding-with-google-search] <h3> Use Restrictions [#use-restrictions] <h3> Data Collection and How Google Uses Your Data [#data-collection] <h2> Disclaimers [#disclaimers]	13	0	/gemini-api/terms-archive/terms_12_20_24
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Status	URL 404 🔼	Found at URL
404	/gemini-api/docs/:	/gemini-api/docs/music-generation
404	/gemini-api/docs/api-keys	/gemini-api/docs/troubleshooting
404	/gemini-api/docs/audio-generation	/gemini-api/docs/music-generation
404	/gemini-api/docs/prompt-strategies	/gemini-api/docs/file-input-methods
404	/gemini-api/docs/safety_setting_gemini	/gemini-api/terms
404	/gemini-api/docs/toold-combination	/gemini-api/docs/tools
404	/gemini-api/terms-archive/terms-archive	/gemini-api/terms-archive/terms_05_20_25

Redirected URLs

Found 21 row(s).

Status	Redirected URL 🔼	Target URL	Found at URL
301	/gemini-api	/gemini-api/docs	/gemini-api/docs
301	/gemini-api/docs/api-overview	/api	/gemini-api/docs/changelog
301	/gemini-api/docs/batch-mode	/gemini-api/docs/batch-api	/gemini-api/docs/openai
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301	/gemini-api/docs/live-guide	/gemini-api/docs/live-api/capabilities	/gemini-api/docs/live-api/capabilities
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301	/gemini-api/docs/models/experimental-models	/gemini-api/docs/models	/gemini-api/docs/music-generation
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301	/gemini-api/docs/prompting-intro	/gemini-api/docs/prompting-strategies	/gemini-api/docs/ai-studio-quickstart
301	/gemini-api/docs/prompting_with_media	/gemini-api/docs/files#prompt-guide	/gemini-api/docs/long-context
301	/gemini-api/docs/prompting_with_media?lang=python	/gemini-api/docs/files?lang=python#prompt-guide	/gemini-api/docs/long-context
301	/gemini-api/docs/semantic_retrieval	/gemini-api/docs	/gemini-api/docs/changelog
301	/gemini-api/docs/system-instructions	/gemini-api/docs/text-generation	/gemini-api/docs/learnlm
301	/gemini-api/docs/thinking-mode	/gemini-api/docs/thinking	/gemini-api/docs/changelog
301	/gemini-api/docs/vision	/gemini-api/docs/image-understanding	/gemini-api/docs/long-context
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Found 81 row(s).

Reason	Domain	Unique URLs 🔽
Not allowed host	aistudio.google.com	65
Not allowed host	cloud.google.com	26
Not allowed host	github.com	21
Not allowed host	docs.cloud.google.com	13
Not allowed host	deepmind.google	12
Not allowed host	developers.google.com	11
Not allowed host	console.cloud.google.com	6
Not allowed host	googleapis.github.io	6
Not allowed host	support.google.com	5
Not allowed host	firebase.google.com	4
Not allowed host	docs.crewai.com	4
Not allowed host	console.developers.google.com	3
Not allowed host	docs.temporal.io	3
Not allowed host	policies.google.com	3
Not allowed host	google.github.io	3
Not allowed host	langchain-ai.github.io	3
Not allowed host	colab.research.google.com	3
Not allowed host	ai-sdk.dev	3
Not allowed host	ai.google	3
Not allowed host	nodejs.org	2
Not allowed host	pypi.org	2
Not allowed host	developer.android.com	2
Not allowed host	docs.llamaindex.ai	2
Not allowed host	business.safety.google	2
Not allowed host	pub.dev	2
Not allowed host	developers.generativeai.google	2
Not allowed host	developer.chrome.com	2
Not allowed host	modelcontextprotocol.io	2
Not allowed host	forms.gle	2
Not allowed host	discuss.ai.google.dev	2
Not allowed host	pair.withgoogle.com	2
Not allowed host	colab.sandbox.google.com	1
Not allowed host	pkg.go.dev	1
Not allowed host	packaging.python.org	1
Not allowed host	antigravity.google	1
Not allowed host	spec.openapis.org	1
Not allowed host	maps.google.com	1
Not allowed host	matplotlib.org	1
Not allowed host	gemini.google.com	1
Not allowed host	docs.trychroma.com	1
Not allowed host	creativecommons.org	1
Not allowed host	developer.mozilla.org	1
Not allowed host	g.co	1
Not allowed host	json-schema.org	1
Not allowed host	zod.dev	1
Not allowed host	visionagents.ai	1
Not allowed host	docs.npmjs.com	1
Not allowed host	www.npmjs.com	1
Not allowed host	www.google.com	1
Not allowed host	nextjs.org	1
Not allowed host	docs.aws.amazon.com	1
Not allowed host	plugins.jetbrains.com	1
Not allowed host	developers.perspectiveapi.com	1
Not allowed host	docs.weaviate.io	1
Not allowed host	labs.google.com	1
Not allowed host	qdrant.tech	1
Not allowed host	docs.google.com	1
Not allowed host	go.dev	1
Not allowed host	pptr.dev	1
Not allowed host	playwright.dev	1
Not allowed host	www.lerrelpinto.com	1
Not allowed host	docs.fishjam.io	1
Not allowed host	www.nist.gov	1
Not allowed host	docs.pydantic.dev	1
Not allowed host	script.google.com	1
Not allowed host	genkit.dev	1
Not allowed host	blog.google	1
Not allowed host	learn.microsoft.com	1
Not allowed host	www.python.org	1
Not allowed host	docs.pipecat.ai	1
Not allowed host	m3.material.io	1
Not allowed host	jsonlines.org	1
Not allowed host	google.aip.dev	1
Not allowed host	cs.stanford.edu	1
Not allowed host	voximplant.com	1
Not allowed host	developers.googleblog.com	1
Not allowed host	temporal.io	1
Not allowed host	keras.io	1
Not allowed host	docs.livekit.io	1
Not allowed host	www.deepmind.com	1
Not allowed host	medium.com	1
No rows found, please edit your search term.

(+) Show entire table

Skipped URLs

Found 200 row(s).

Reason	Skipped URL 🔼	Source	Found at URL
Not allowed host	http://aistudio.google.com/	<a href>	/gemini-api/docs/file-input-methods
Not allowed host	http://aistudio.google.com/app/apps/bundled/synergy_intro	<a href>	/gemini-api/docs/speech-generation
Not allowed host	https://ai-sdk.dev/cookbook/guides/gemini	<a href>	/gemini-api/docs/vercel-ai-sdk-example
Not allowed host	https://ai-sdk.dev/docs	<a href>	/gemini-api/docs/vercel-ai-sdk-example
Not allowed host	https://ai-sdk.dev/providers/ai-sdk-providers/google-generative-ai	<a href>	/gemini-api/docs/vercel-ai-sdk-example
Not allowed host	https://ai.google/principles/	<a href>	/gemini-api/docs/safety-guidance
Not allowed host	https://ai.google/responsibilities/responsible-ai-practices/?category=fairness	<a href>	/gemini-api/docs/safety-guidance
Not allowed host	https://ai.google/responsibility/principles/	<a href>	/gemini-api/docs/music-generation
Not allowed host	https://aistudio.google.com/	<a href>	/gemini-api/docs/ai-studio-quickstart
Not allowed host	https://aistudio.google.com/api-keys	<a href>	/gemini-api/docs/pricing
Not allowed host	https://aistudio.google.com/apikey	<a href>	/gemini-api/docs
Not allowed host	https://aistudio.google.com/app/apikey	<a href>	/gemini-api/docs/llama-index
Not allowed host	https://aistudio.google.com/app/apps?source=showcase&showcaseTag=gemini-3	<a href>	/gemini-api/docs/gemini-3
Not allowed host	https://aistudio.google.com/app/live	<a href>	/gemini-api/docs/live-api/capabilities
Not allowed host	https://aistudio.google.com/app/prompts/audio-diarization	<a href>	/gemini-api/prompts
Not allowed host	https://aistudio.google.com/app/prompts/barista-bot	<a href>	/gemini-api/prompts
Not allowed host	https://aistudio.google.com/app/prompts/blog-post-creator	<a href>	/gemini-api/prompts
Not allowed host	https://aistudio.google.com/app/prompts/brand-extractor	<a href>	/gemini-api/prompts
Not allowed host	https://aistudio.google.com/app/prompts/cook-helper	<a href>	/gemini-api/prompts
Not allowed host	https://aistudio.google.com/app/prompts/docker-script	<a href>	/gemini-api/prompts
Not allowed host	https://aistudio.google.com/app/prompts/game-character-brainstorming	<a href>	/gemini-api/prompts
Not allowed host	https://aistudio.google.com/app/prompts/geometry-problem	<a href>	/gemini-api/prompts
Not allowed host	https://aistudio.google.com/app/prompts/list-items-from-image	<a href>	/gemini-api/prompts
Not allowed host	https://aistudio.google.com/app/prompts/marketing-description-writer	<a href>	/gemini-api/prompts
Not allowed host	https://aistudio.google.com/app/prompts/math-tutor	<a href>	/gemini-api/prompts
Not allowed host	https://aistudio.google.com/app/prompts/ml-confusion-matrix	<a href>	/gemini-api/prompts
Not allowed host	https://aistudio.google.com/app/prompts/modify-tone-writing-style	<a href>	/gemini-api/prompts
Not allowed host	https://aistudio.google.com/app/prompts/object-identifier	<a href>	/gemini-api/prompts
Not allowed host	https://aistudio.google.com/app/prompts/opposum-search	<a href>	/gemini-api/prompts
Not allowed host	https://aistudio.google.com/app/prompts/plant-care	<a href>	/gemini-api/prompts
Not allowed host	https://aistudio.google.com/app/prompts/recipe-list-json	<a href>	/gemini-api/prompts
Not allowed host	https://aistudio.google.com/app/prompts/recipe-to-json	<a href>	/gemini-api/prompts
Not allowed host	https://aistudio.google.com/app/prompts/regexed	<a href>	/gemini-api/prompts
Not allowed host	https://aistudio.google.com/app/prompts/research-assistant	<a href>	/gemini-api/prompts
Not allowed host	https://aistudio.google.com/app/prompts/santas-mailbox	<a href>	/gemini-api/prompts
Not allowed host	https://aistudio.google.com/app/prompts/scavanger-hunt	<a href>	/gemini-api/prompts
Not allowed host	https://aistudio.google.com/app/prompts/sentiment-analysis-chat	<a href>	/gemini-api/prompts
Not allowed host	https://aistudio.google.com/app/prompts/time-complexity	<a href>	/gemini-api/prompts
Not allowed host	https://aistudio.google.com/app/prompts/trip-recommendations	<a href>	/gemini-api/prompts
Not allowed host	https://aistudio.google.com/app/prompts/unit-testing	<a href>	/gemini-api/prompts
Not allowed host	https://aistudio.google.com/app/prompts/video-qa	<a href>	/gemini-api/prompts
Not allowed host	https://aistudio.google.com/app/prompts/what-shape-comes-next	<a href>	/gemini-api/prompts
Not allowed host	https://aistudio.google.com/app/prompts/worksheet-generator	<a href>	/gemini-api/prompts
Not allowed host	https://aistudio.google.com/apps	<a href>	/gemini-api/docs/aistudio-build-mode
Not allowed host	https://aistudio.google.com/apps/bundled/echoscript	<a href>	/gemini-api/docs/audio
Not allowed host	https://aistudio.google.com/apps/bundled/pet_passport	<a href>	/gemini-api/docs/image-generation
Not allowed host	https://aistudio.google.com/apps/bundled/promptdj	<a href>	/gemini-api/docs/music-generation
Not allowed host	https://aistudio.google.com/apps/bundled/promptdj-midi	<a href>	/gemini-api/docs/music-generation
Not allowed host	https://aistudio.google.com/apps/bundled/veo_studio	<a href>	/gemini-api/docs/video
Not allowed host	https://aistudio.google.com/apps/bundled/voice-library?showPreview=true	<a href>	/gemini-api/docs/speech-generation
Not allowed host	https://aistudio.google.com/apps/bundled/voice-library?showPreview=truew	<a href>	/gemini-api/docs/speech-generation
Not allowed host	https://aistudio.google.com/apps?e=0	<a href>	/gemini-api/docs/audio
Not allowed host	https://aistudio.google.com/apps?features=chat_based_image_editing	<a href>	/gemini-api/docs/image-generation
Not allowed host	https://aistudio.google.com/apps?features=chat_based_image_editing,search_grounding	<a href>	/gemini-api/docs/image-generation
Not allowed host	https://aistudio.google.com/apps?source=showcase	<a href>	/gemini-api/docs/aistudio-fullstack
Not allowed host	https://aistudio.google.com/billing	<a href>	/gemini-api/docs/billing
Not allowed host	https://aistudio.google.com/generate-image	<a href>	/gemini-api/docs/pricing
Not allowed host	https://aistudio.google.com/generate-speech	<a href>	/gemini-api/docs/pricing
Not allowed host	https://aistudio.google.com/live	<a href>	/gemini-api/docs/live-api/get-started-websocket
Not allowed host	https://aistudio.google.com/logs	<a href>	/gemini-api/docs/logs-datasets
Not allowed host	https://aistudio.google.com/projects	<a href>	/gemini-api/docs/billing
Not allowed host	https://aistudio.google.com/prompts/new_chat?model=gemini-3-flash-preview	<a href>	/gemini-api/docs/models/gemini-3-flash-preview
Not allowed host	https://aistudio.google.com/prompts/new_chat?model=gemini-3.1-flash-image-preview	<a href>	/gemini-api/docs/pricing
Not allowed host	https://aistudio.google.com/prompts/new_chat?model=gemini-3.1-flash-lite-preview	<a href>	/gemini-api/docs/pricing
Not allowed host	https://aistudio.google.com/prompts/new_chat?model=gemini-3.1-pro-preview	<a href>	/gemini-api/docs/pricing
Not allowed host	https://aistudio.google.com/prompts/new_chat?model=gemini-robotics-er-1.5-preview	<a href>	/gemini-api/docs/robotics-overview
Not allowed host	https://aistudio.google.com/rate-limit	<a href>	/gemini-api/docs/billing
Not allowed host	https://aistudio.google.com/rate-limit?timeRange=last-28-days	<a href>	/gemini-api/docs/rate-limits
Not allowed host	https://aistudio.google.com/spend	<a href>	/gemini-api/docs/billing
Not allowed host	https://aistudio.google.com/status	<a href>	/gemini-api/docs
Not allowed host	https://aistudio.google.com/usage	<a href>	/gemini-api/docs/billing
Not allowed host	https://antigravity.google/docs/agent	<a href>	/gemini-api/docs/aistudio-fullstack
Not allowed host	https://blog.google/outreach-initiatives/education/google-learnlm-gemini-generative-ai/	<a href>	/gemini-api/docs/learnlm
Not allowed host	https://business.safety.google/controllerterms/	<a href>	/gemini-api/terms
Not allowed host	https://business.safety.google/processorterms/	<a href>	/gemini-api/terms
Not allowed host	https://cloud.google.com/alloydb/docs/overview	<a href>	/gemini-api/docs/embeddings
Not allowed host	https://cloud.google.com/api-keys/docs/add-restrictions-api-keys	<a href>	/gemini-api/docs/api-key
Not allowed host	https://cloud.google.com/bigquery/docs/introduction	<a href>	/gemini-api/docs/embeddings
Not allowed host	https://cloud.google.com/billing/docs/concepts	<a href>	/gemini-api/terms
Not allowed host	https://cloud.google.com/contact	<a href>	/gemini-api/docs/pricing
Not allowed host	https://cloud.google.com/functions	<a href>	/gemini-api/docs/file-input-methods
Not allowed host	https://cloud.google.com/iam/docs/write-policy-client-libraries	<a href>	/gemini-api/docs/file-input-methods
Not allowed host	https://cloud.google.com/products/compute	<a href>	/gemini-api/docs/file-input-methods
Not allowed host	https://cloud.google.com/products/gemini/code-assist	<a href>	/gemini-api/docs/:
Not allowed host	https://cloud.google.com/resource-manager/docs/creating-managing-projects	<a href>	/gemini-api/docs/api-key
Not allowed host	https://cloud.google.com/run	<a href>	/gemini-api/docs/aistudio-build-mode
Not allowed host	https://cloud.google.com/sdk/docs/install	<a href>	/gemini-api/docs/oauth
Not allowed host	https://cloud.google.com/sdk/docs/release-notes	<a href>	/gemini-api/docs/oauth
Not allowed host	https://cloud.google.com/sdk/gcloud/reference/beta/services/api-keys/undelete	<a href>	/gemini-api/docs/migrate-to-cloud
Not allowed host	https://cloud.google.com/speech-to-text	<a href>	/gemini-api/docs/audio
Not allowed host	https://cloud.google.com/sql/docs/postgres/introduction	<a href>	/gemini-api/docs/embeddings
Not allowed host	https://cloud.google.com/support/billing	<a href>	/gemini-api/docs/billing
Not allowed host	https://cloud.google.com/terms	<a href>	/gemini-api/terms
Not allowed host	https://cloud.google.com/terms/google-entity	<a href>	/gemini-api/terms
Not allowed host	https://cloud.google.com/terms/services	<a href>	/gemini-api/terms
Not allowed host	https://cloud.google.com/vertex-ai	<a href>	/gemini-api/docs/pricing
Not allowed host	https://cloud.google.com/vertex-ai/generative-ai/docs/learn/locations-genai	<a href>	/gemini-api/docs/migrate-to-cloud
Not allowed host	https://cloud.google.com/vertex-ai/generative-ai/docs/models/gemini-use-supervised-tuning	<a href>	/gemini-api/docs/model-tuning
Not allowed host	https://cloud.google.com/vertex-ai/generative-ai/docs/multimodal/overview	<a href>	/gemini-api/docs/migrate-to-cloud
Not allowed host	https://cloud.google.com/vertex-ai/generative-ai/docs/overview	<a href>	/gemini-api/docs/migrate-to-cloud
Not allowed host	https://cloud.google.com/vertex-ai/generative-ai/pricing	<a href>	/gemini-api/docs/pricing
Not allowed host	https://colab.research.google.com/github/google-gemini/cookbook/blo…in/quickstarts/Get_started.ipynb	<a href>	/gemini-api/docs/gemini-3
Not allowed host	https://colab.research.google.com/github/google-gemini/cookbook/blo…/Get_started_thinking_REST.ipynb	<a href>	/gemini-api/docs/gemini-3
Not allowed host	https://colab.research.google.com/github/google-gemini/cookbook/blo…arts/Spatial_understanding.ipynb	<a href>	/gemini-api/docs/image-understanding
Not allowed host	https://colab.sandbox.google.com/github/google-gemini/cookbook/blob/main/quickstarts/Grounding.ipynb	<a href>	/gemini-api/docs/url-context
Not allowed host	https://console.cloud.google.com/	<a href>	/gemini-api/docs/billing
Not allowed host	https://console.cloud.google.com/apis/credentials	<a href>	/gemini-api/docs/api-key
Not allowed host	https://console.cloud.google.com/billing/	<a href>	/gemini-api/docs/billing
Not allowed host	https://console.cloud.google.com/billing/reports	<a href>	/gemini-api/docs/billing
Not allowed host	https://console.cloud.google.com/iam-admin/serviceaccounts	<a href>	/gemini-api/docs/file-input-methods
Not allowed host	https://console.cloud.google.com/support/chat	<a href>	/gemini-api/docs/troubleshooting
Not allowed host	https://console.developers.google.com/auth/audience	<a href>	/gemini-api/docs/oauth
Not allowed host	https://console.developers.google.com/auth/clients	<a href>	/gemini-api/docs/oauth
Not allowed host	https://console.developers.google.com/auth/overview	<a href>	/gemini-api/docs/oauth
Not allowed host	https://creativecommons.org/licenses/by/4.0/	<a href>	/gemini-api/docs
Not allowed host	https://cs.stanford.edu/~diyiy/	<a href>	/gemini-api/docs/gemini-for-research
Not allowed host	https://deepmind.google/gemini	<a href>	/gemini-api/docs/:
Not allowed host	https://deepmind.google/models/gemini-robotics/safety	<a href>	/gemini-api/docs/robotics-overview
Not allowed host	https://deepmind.google/models/gemma	<a href>	/gemini-api/docs/:
Not allowed host	https://deepmind.google/models/lyria/lyria-realtime/	<a href>	/gemini-api/docs/models/lyria-realtime-exp
Not allowed host	https://deepmind.google/models/veo/	<a href>	/gemini-api/docs/pricing
Not allowed host	https://deepmind.google/robotics	<a href>	/gemini-api/docs/robotics-overview
Not allowed host	https://deepmind.google/science/synthid/	<a href>	/gemini-api/docs/video
Not allowed host	https://deepmind.google/technologies/gemini/project-astra/	<a href>	/gemini-api/docs/long-context
Not allowed host	https://deepmind.google/technologies/imagen/	<a href>	/gemini-api/docs/imagen
Not allowed host	https://deepmind.google/technologies/lyria/realtime/	<a href>	/gemini-api/docs/music-generation
Not allowed host	https://deepmind.google/technologies/synthid/	<a href>	/gemini-api/docs/video
Not allowed host	https://deepmind.google/technologies/veo/veo-2/	<a href>	/gemini-api/docs/:
Not allowed host	https://developer.android.com/ai/gemini-nano	<a href>	/gemini-api/docs/:
Not allowed host	https://developer.android.com/gemini-in-android	<a href>	/gemini-api/docs/:
Not allowed host	https://developer.chrome.com/docs/ai/built-in	<a href>	/gemini-api/docs/:
Not allowed host	https://developer.chrome.com/docs/devtools/console/understand-messages	<a href>	/gemini-api/docs/:
Not allowed host	https://developer.mozilla.org/en-US/docs/Web/API/WebSockets_API	<a href>	/gemini-api/docs/music-generation
Not allowed host	https://developers.generativeai.google/api/rest/generativelanguage/CitationMetadata	<a href>	/gemini-api/terms-archive/terms_12_13_23
Not allowed host	https://developers.generativeai.google/available_regions	<a href>	/gemini-api/terms-archive/terms_12_13_23
Not allowed host	https://developers.google.com/apps-script/guides/properties	<a href>	/gemini-api/docs/quickstart
Not allowed host	https://developers.google.com/drive/api/quickstart/python	<a href>	/gemini-api/docs/oauth
Not allowed host	https://developers.google.com/machine-learning/glossary	<a href>	/gemini-api/docs/prompting-strategies
Not allowed host	https://developers.google.com/maps/documentation/javascript/load-maps-js-api	<a href>	/gemini-api/docs/maps-grounding
Not allowed host	https://developers.google.com/maps/documentation/javascript/maps-grounding-widget	<a href>	/gemini-api/docs/maps-grounding
Not allowed host	https://developers.google.com/maps/documentation/javascript/reference/places-widget	<a href>	/gemini-api/docs/maps-grounding
Not allowed host	https://developers.google.com/site-policies	<a href>	/gemini-api/docs
Not allowed host	https://developers.google.com/terms	<a href>	/gemini-api/terms
Not allowed host	https://developers.google.com/workspace/guides/auth-overview	<a href>	/gemini-api/docs/oauth
Not allowed host	https://developers.google.com/workspace/guides/create-credentials	<a href>	/gemini-api/docs/oauth
Not allowed host	https://developers.google.com/workspace/guides/create-project	<a href>	/gemini-api/docs/oauth
Not allowed host	https://developers.googleblog.com/en/tune-gemini-pro-in-google-ai-studio-or-with-the-gemini-api/	<a href>	/gemini-api/docs/changelog
Not allowed host	https://developers.perspectiveapi.com/s/about-the-api-score	<a href>	/gemini-api/docs/safety-settings
Not allowed host	https://discuss.ai.google.dev/c/gemini-api/	<a href>	/gemini-api/docs
Not allowed host	https://discuss.ai.google.dev/c/gemini-api/4	<a href>	/gemini-api/docs
Not allowed host	https://docs.aws.amazon.com/AmazonS3/latest/userguide/ShareObjectPreSignedURL.html	<a href>	/gemini-api/docs/file-input-methods
Not allowed host	https://docs.cloud.google.com/billing/docs/how-to/billing-cycle	<a href>	/gemini-api/docs/billing
Not allowed host	https://docs.cloud.google.com/billing/docs/how-to/close-or-reopen-billing-account	<a href>	/gemini-api/docs/billing
Not allowed host	https://docs.cloud.google.com/billing/docs/how-to/modify-project	<a href>	/gemini-api/docs/billing
Not allowed host	https://docs.cloud.google.com/billing/docs/how-to/resolve-issues	<a href>	/gemini-api/docs/billing
Not allowed host	https://docs.cloud.google.com/billing/docs/how-to/view-history	<a href>	/gemini-api/docs/billing
Not allowed host	https://docs.cloud.google.com/billing/docs/in-product-billing-setup	<a href>	/gemini-api/docs/billing
Not allowed host	https://docs.cloud.google.com/compute/docs/access/create-enable-service-accounts-for-instances	<a href>	/gemini-api/docs/file-input-methods
Not allowed host	https://docs.cloud.google.com/docs/authentication/application-default-credentials	<a href>	/gemini-api/docs/file-input-methods
Not allowed host	https://docs.cloud.google.com/free/docs/free-cloud-features	<a href>	/gemini-api/docs/billing
Not allowed host	https://docs.cloud.google.com/iam/docs/keys-create-delete	<a href>	/gemini-api/docs/file-input-methods
Not allowed host	https://docs.cloud.google.com/iam/docs/roles-overview	<a href>	/gemini-api/docs/billing
Not allowed host	https://docs.cloud.google.com/storage/docs/access-control/iam-roles	<a href>	/gemini-api/docs/file-input-methods
Not allowed host	https://docs.cloud.google.com/vertex-ai/docs/vector-search-2/overview	<a href>	/gemini-api/docs/embeddings
Not allowed host	https://docs.crewai.com/concepts/agents	<a href>	/gemini-api/docs/crewai-example
Not allowed host	https://docs.crewai.com/concepts/tasks	<a href>	/gemini-api/docs/crewai-example
Not allowed host	https://docs.crewai.com/concepts/tools	<a href>	/gemini-api/docs/crewai-example
Not allowed host	https://docs.crewai.com/introduction	<a href>	/gemini-api/docs/crewai-example
Not allowed host	https://docs.fishjam.io/tutorials/gemini-live-integration	<a href>	/gemini-api/docs/live-api
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External URLs

271 external URL(s)

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https://github.com/google-gemini/gemini-live-api-examples	1	/gemini-api/docs/live-api
https://github.com/google-gemini/gemini-live-api-examples/blob/main…websocket/frontend/geminilive.js	1	/gemini-api/docs/live-api/get-started-websocket
https://github.com/google-gemini/gemini-live-api-examples/blob/main…websocket/frontend/mediaUtils.js	1	/gemini-api/docs/live-api/get-started-websocket
https://github.com/google-gemini/gemini-live-api-examples/blob/main…on-sdk/frontend/media-handler.js	1	/gemini-api/docs/live-api/get-started-sdk
https://github.com/google-gemini/gemini-live-api-examples/blob/main…-genai-python-sdk/gemini_live.py	1	/gemini-api/docs/live-api/get-started-sdk
https://github.com/google-gemini/gemini-live-api-examples/tree/main…-live-ephemeral-tokens-websocket	1	/gemini-api/docs/live-api/get-started-websocket
https://github.com/google-gemini/gemini-live-api-examples/tree/main/gemini-live-genai-python-sdk	1	/gemini-api/docs/live-api/get-started-sdk
https://github.com/google-gemini/gemini-skills	1	/gemini-api/docs/coding-agents
You have reached the hard limit of 200 rows as a protection against very large output or exhausted memory. You can change this with `--rows-limit`.
No rows found, please edit your search term.

(+) Show entire table

TOP fastest URLs

Found 20 row(s).

Time 🔼	Status	Fast URL
236 ms	200	/gemini-api/docs
237 ms	200	/gemini-api/terms-archive/index
245 ms	200	/gemini-api/docs/crewai-example
248 ms	200	/gemini-api/docs/troubleshooting
260 ms	200	/gemini-api/docs/vercel-ai-sdk-example
261 ms	200	/gemini-api/docs/url-context
262 ms	200	/gemini-api/docs/models/gemini-3-flash-preview
266 ms	200	/gemini-api/terms-archive/terms_05_20_25
270 ms	200	/gemini-api/terms
271 ms	200	/gemini-api/docs/model-tuning
272 ms	200	/gemini-api/docs/live-api/best-practices
273 ms	200	/gemini-api/docs/live-api/capabilities
275 ms	200	/gemini-api/docs/partner-integration
275 ms	200	/gemini-api/docs/agents
275 ms	200	/gemini-api/docs/quickstart
276 ms	200	/gemini-api/terms-archive/terms_09_25_25
276 ms	200	/gemini-api/terms-archive/terms_02_15_24
277 ms	200	/gemini-api/docs/libraries
280 ms	200	/gemini-api/docs/document-processing
281 ms	200	/gemini-api/docs/media-resolution
No rows found, please edit your search term.

TOP slowest URLs

Found 20 row(s).

Time 🔽	Status	Slow URL
1.3 s	200	/gemini-api/terms-archive/terms_12_20_24
1.2 s	200	/gemini-api/docs/gemini-3
1.2 s	200	/gemini-api/docs/workspace
956 ms	200	/gemini-api/docs/video?example=dialogue
894 ms	200	/gemini-api/docs/video-understanding
829 ms	200	/gemini-api/docs/embeddings
793 ms	200	/gemini-api/docs/rate-limits
760 ms	200	/gemini-api/docs/interactions
752 ms	200	/gemini-api/docs/structured-output
710 ms	200	/gemini-api/terms-archive/terms_05_14_24
688 ms	200	/gemini-api/docs/text-generation
650 ms	200	/gemini-api/docs/migrate-to-cloud
591 ms	200	/gemini-api/docs/logs-datasets
572 ms	200	/gemini-api/docs/learnlm
568 ms	200	/gemini-api/docs/troubleshoot-ai-studio
556 ms	200	/gemini-api/docs/imagen
553 ms	200	/gemini-api/docs/function-calling?example=meeting
529 ms	200	/gemini-api/prompts
512 ms	200	/gemini-api/docs/image-generation
508 ms	200	/gemini-api/docs/maps-grounding
No rows found, please edit your search term.

Content types

Content type	URLs 🔽	Total size	Total time	Avg time	Status 20x	Status 30x	Status 40x
HTML	124	19 MB	50 s	405 ms	117	0	7
Redirect	21	3 kB	5.2 s	248 ms	0	21	0

Content types (MIME types)

Content type	URLs 🔽	Total size	Total time	Avg time	Status 20x	Status 30x	Status 40x
text/html; charset=utf-8	124	19 MB	50 s	405 ms	117	0	7
text / html	21	3 kB	5.2 s	248 ms	0	21	0

Source domains

Domain	Totals	HTML	Redirect
ai.google.dev	145 / 19MB / 55s	124 / 19MB / 50s	21 / 3kB / 5.2s

HTTP headers

Found 15 row(s).

Header 🔼	Occurs	Unique	Values preview	Min value	Max value
Alt-Svc	145	1	h3=":443"; ma=2592000,h3-29=":443"; ma=2592000
Cache-Control	145	2	no-cache, must-revalidate (124) / private, max-age=2592000 (21)
Content-Security-Policy	145	20+	[see values below]
Content-Type	145	2	text/html; charset=utf-8 (124) / text/html (21)
Date	145	-	[ignored generic values]	2026-03-24	2026-03-24
Expires	145	-	[ignored generic values]
Last-Modified	117	-	[ignored generic values]	2025-06-11	2026-03-24
Location	21	18	[see values below]
Pragma	145	2	no-cache (124) / (21)
Server	145	1	Google Frontend
Strict-Transport-Security	145	1	max-age=63072000; includeSubdomains; preload
Vary	145	1	Cookie, Accept-Encoding
X-Cloud-Trace-Context	145	20+	[see values below]
X-Content-Type-Options	145	1	nosniff
X-XSS-Protection	145	1	0
No rows found, please edit your search term.

HTTP header values

Found 70 row(s).

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Content-Security-Policy	1	base-uri 'self'; object-src 'none'; script-src 'strict-dynamic' 'unsafe-inline' https: http: 'nonce-365s90n1mQJo4fQW3/X7cptuWmhbZw' 'unsafe-eval'; frame-ancestors 'self' https://developers.google.com/_d/analytics-iframe https://aistudio.google.com; report-uri https://csp.withgoogle.com/csp/devsite/v2
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Content-Type	21	text / html
Location	3	/gemini-api/docs/models
Location	2	/gemini-api/docs
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Location	1	/gemini-api/docs/thinking
Location	1	/gemini-api/docs/batch-api
Location	1	/api
Pragma	124	no-cache
Pragma	21
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Vary	145	Cookie, Accept-Encoding
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No rows found, please edit your search term.

(+) Show entire table

HTTP Caching by content type (only from crawlable domains)

Content type	Cache type	URLs 🔽	AVG lifetime	MIN lifetime	MAX lifetime
HTML	Cache-Control + Last-Modified	117	-	-	-
Redirect	Cache-Control	21	30 d	30 d	30 d
HTML	Cache-Control	7	-	-	-

HTTP Caching by domain

Domain	Cache type	URLs 🔽	AVG lifetime	MIN lifetime	MAX lifetime
ai.google.dev	Cache-Control + Last-Modified	117	-	-	-
ai.google.dev	Cache-Control	28	30 d	30 d	30 d

HTTP Caching by domain and content type

Domain	Content type	Cache type	URLs 🔽	AVG lifetime	MIN lifetime	MAX lifetime
ai.google.dev	HTML	Cache-Control + Last-Modified	117	-	-	-
ai.google.dev	Redirect	Cache-Control	21	30 d	30 d	30 d
ai.google.dev	HTML	Cache-Control	7	-	-	-

DNS info

DNS resolving tree
ai.google.dev
www3.l.google.com
IPv4: www3.l.google.com.
IPv4: 142.251.38.78
IPv6: www3.l.google.com.
IPv6: 2a00:1450:4026:800::200e

DNS server: 127.0.0.53

SSL/TLS info

Info	Text
Issuer	C = US, O = Google Trust Services, CN = WR2
Subject	CN = devsite-sni.developers.google.com
Valid from	Feb 23 18:19:44 2026 GMT (VALID already 28.7 day(s))
Valid to	May 18 18:19:43 2026 GMT (VALID still for 55.3 day(s))
Supported protocols	TLSv1.2, TLSv1.3
RAW certificate output	Certificate: Data: Version: 3 (0x2) Serial Number: d6:ff:a2:9f:67:88:d9:ba:0a:36:43:40:88:ff:40:53 Signature Algorithm: sha256WithRSAEncryption Issuer: C = US, O = Google Trust Services, CN = WR2 Validity Not Before: Feb 23 18:19:44 2026 GMT Not After : May 18 18:19:43 2026 GMT Subject: CN = devsite-sni.developers.google.com Subject Public Key Info: Public Key Algorithm: id-ecPublicKey Public-Key: (256 bit) pub: 04:24:5a:d9:cf:8a:2b:17:a3:4b:ab:b5:2f:72:4c: 48:52:a9:73:32:dc:c0:d2:a9:ca:ab:59:83:21:2c: ec:29:4e:d9:cb:dc:c9:10:71:28:76:eb:bb:7d:81: e1:20:c7:37:2c:af:9b:db:79:d7:91:54:fa:86:f5: 09:60:01:99:f0 ASN1 OID: prime256v1 NIST CURVE: P-256 X509v3 extensions: X509v3 Key Usage: critical Digital Signature X509v3 Extended Key Usage: TLS Web Server Authentication X509v3 Basic Constraints: critical CA:FALSE X509v3 Subject Key Identifier: C4:0E:24:34:66:1A:0B:90:FB:48:26:B5:C5:0B:1F:4A:75:4C:9D:75 X509v3 Authority Key Identifier: DE:1B:1E:ED:79:15:D4:3E:37:24:C3:21:BB:EC:34:39:6D:42:B2:30 Authority Information Access: OCSP - URI:http://o.pki.goog/wr2 CA Issuers - URI:http://i.pki.goog/wr2.crt X509v3 Subject Alternative Name: DNS:devsite-sni.developers.google.com, DNS:docs.actifio.com, DNS:d.actifio.com, DNS:apigee.com, DNS:.apigee.com, DNS:appdefensealliance.dev, DNS:.appdefensealliance.dev, DNS:bazel.build, DNS:.bazel.build, DNS:builders.google, DNS:.builders.google, DNS:cel.dev, DNS:.cel.dev, DNS:deepmind.google.com, DNS:.deepmind.google.com, DNS:developer.nest.com, DNS:developers.nest.com, DNS:devsitetest.how, DNS:.devsitetest.how, DNS:fuchsia.dev, DNS:.fuchsia.dev, DNS:issues.fuchsia.dev, DNS:.issues.fuchsia.dev, DNS:generativeai.google, DNS:.generativeai.google, DNS:.generativeai.google.com, DNS:google.dev, DNS:ai.google.dev, DNS:www.ai.google.dev, DNS:.google.dev, DNS:intrinsic.ai, DNS:.intrinsic.ai, DNS:jibemobile.com, DNS:.jibemobile.com, DNS:learn.mapsplatform.google.com, DNS:.learn.mapsplatform.google.com, DNS:onboarding.off.goog, DNS:.onboarding.off.goog, DNS:openthread.io, DNS:.openthread.io, DNS:openweave.io, DNS:.openweave.io, DNS:openxla.org, DNS:.openxla.org, DNS:preview.source.android.com, DNS:privacysandbox.google.com, DNS:.privacysandbox.google.com, DNS:quantumai.google, DNS:.quantumai.google, DNS:tensorflow.org, DNS:.tensorflow.org, DNS:web.dev, DNS:.web.dev, DNS:webrtc.org, DNS:www.webrtc.org, DNS:wing.com, DNS:.wing.com, DNS:wing.dev, DNS:.wing.dev, DNS:devsite.google, DNS:.devsite.google, DNS:mediapipe.dev, DNS:.mediapipe.dev, DNS:ai.dev, DNS:.ai.dev, DNS:ai.studio, DNS:.ai.studio, DNS:app.new, DNS:.app.new, DNS:chat.new, DNS:.chat.new, DNS:bot.new, DNS:.bot.new, DNS:agent.new, DNS:*.agent.new X509v3 Certificate Policies: Policy: 2.23.140.1.2.1 X509v3 CRL Distribution Points: Full Name: URI:http://c.pki.goog/wr2/75r4ZyA3vA0.crl CT Precertificate SCTs: Signed Certificate Timestamp: Version : v1 (0x0) Log ID : 96:97:64:BF:55:58:97:AD:F7:43:87:68:37:08:42:77: E9:F0:3A:D5:F6:A4:F3:36:6E:46:A4:3F:0F:CA:A9:C6 Timestamp : Feb 23 19:19:46.676 2026 GMT Extensions: none Signature : ecdsa-with-SHA256 30:45:02:20:55:33:69:4D:38:2D:BC:A9:78:F8:24:E3: 53:B9:4F:CB:FD:77:A2:06:16:43:BD:13:3F:5C:A4:1B: 5C:66:1B:DC:02:21:00:CA:6E:4E:E2:55:74:73:8D:6C: 1E:99:2D:C4:F6:06:6A:16:53:38:12:A1:B8:7C:11:E1: 1A:4B:02:C7:CA:24:DF Signed Certificate Timestamp: Version : v1 (0x0) Log ID : 64:11:C4:6C:A4:12:EC:A7:89:1C:A2:02:2E:00:BC:AB: 4F:28:07:D4:1E:35:27:AB:EA:FE:D5:03:C9:7D:CD:F0 Timestamp : Feb 23 19:19:46.662 2026 GMT Extensions: none Signature : ecdsa-with-SHA256 30:45:02:21:00:F3:AA:83:22:1E:CF:FD:97:3D:D0:BF: 0C:52:47:9E:6E:53:D4:8A:2D:CB:54:EB:BD:C5:3D:C0: CC:DD:D7:49:1F:02:20:02:1D:1E:E5:F1:8F:B2:06:92: CF:6E:E3:1C:2C:08:32:50:12:27:81:C7:A0:AE:B2:08: 60:EB:DC:F1:17:03:16 Signature Algorithm: sha256WithRSAEncryption Signature Value: 43:63:f6:86:34:fa:9f:ec:7c:ae:8d:71:7c:32:ec:d8:40:e8: fb:df:be:fc:ec:c1:4f:74:f7:6d:0f:e8:97:df:d0:aa:0d:98: 77:e7:99:52:b5:df:15:78:b9:20:49:84:a9:03:7b:58:40:61: 92:33:9e:43:86:57:16:e3:45:41:91:00:94:18:07:75:b3:93: 1d:71:26:1c:96:72:62:22:14:6b:0e:a5:8f:1e:76:6c:5d:e1: 99:9e:55:7c:ac:81:6c:92:96:7f:b1:13:d7:0f:12:89:72:8d: a8:5c:74:68:2a:ee:e8:99:ab:96:ba:82:8a:fd:b2:b9:2c:5b: 30:9f:b6:de:8f:ed:48:29:59:cd:a3:cb:d3:8c:94:1b:89:1a: c8:49:39:1d:c5:e9:a5:d5:d4:54:75:dd:63:44:ff:66:3e:64: bb:5e:f3:96:ce:68:8c:0d:30:39:1f:c4:5c:9c:c6:5e:f3:b0: 94:d6:03:43:15:bf:72:e6:1f:ee:69:fd:7d:c1:22:df:9a:ef: f5:46:3f:02:fa:13:e0:1c:22:be:20:fa:05:0f:7c:d8:3f:8f: 38:8b:bc:67:0f:60:e9:6b:ec:1c:61:22:fb:bd:d7:c1:cf:8f: bb:62:40:8b:fd:5b:21:e9:2a:56:ee:c1:14:57:2d:9c:b0:85: 49:2f:3d:17
RAW protocols output	=== ssl2 === s_client: Unknown option: -ssl2 s_client: Use -help for summary. === ssl3 === s_client: Unknown option: -ssl3 s_client: Use -help for summary. === tls1 === 4077D449A17D0000:error:0A0000BF:SSL routines:tls_setup_handshake:no protocols available:../ssl/statem/statem_lib.c:104: CONNECTED(00000003) --- no peer certificate available --- No client certificate CA names sent --- SSL handshake has read 0 bytes and written 7 bytes Verification: OK --- New, (NONE), Cipher is (NONE) Secure Renegotiation IS NOT supported Compression: NONE Expansion: NONE No ALPN negotiated Early data was not sent Verify return code: 0 (ok) --- === tls1_1 === 40F75372B27E0000:error:0A0000BF:SSL routines:tls_setup_handshake:no protocols available:../ssl/statem/statem_lib.c:104: CONNECTED(00000003) --- no peer certificate available --- No client certificate CA names sent --- SSL handshake has read 0 bytes and written 7 bytes Verification: OK --- New, (NONE), Cipher is (NONE) Secure Renegotiation IS NOT supported Compression: NONE Expansion: NONE No ALPN negotiated Early data was not sent Verify return code: 0 (ok) --- === tls1_2 === depth=2 C = US, O = Google Trust Services LLC, CN = GTS Root R1 verify return:1 depth=1 C = US, O = Google Trust Services, CN = WR2 verify return:1 depth=0 CN = devsite-sni.developers.google.com verify return:1 CONNECTED(00000003) --- Certificate chain 0 s:CN = devsite-sni.developers.google.com i:C = US, O = Google Trust Services, CN = WR2 a:PKEY: id-ecPublicKey, 256 (bit); sigalg: RSA-SHA256 v:NotBefore: Feb 23 18:19:44 2026 GMT; NotAfter: May 18 18:19:43 2026 GMT 1 s:C = US, O = Google Trust Services, CN = WR2 i:C = US, O = Google Trust Services LLC, CN = GTS Root R1 a:PKEY: rsaEncryption, 2048 (bit); sigalg: RSA-SHA256 v:NotBefore: Dec 13 09:00:00 2023 GMT; NotAfter: Feb 20 14:00:00 2029 GMT 2 s:C = US, O = Google Trust Services LLC, CN = GTS Root R1 i:C = BE, O = GlobalSign nv-sa, OU = Root CA, CN = GlobalSign Root CA a:PKEY: rsaEncryption, 4096 (bit); sigalg: RSA-SHA256 v:NotBefore: Jun 19 00:00:42 2020 GMT; NotAfter: Jan 28 00:00:42 2028 GMT --- Server certificate -----BEGIN CERTIFICATE----- MIIJRjCCCC6gAwIBAgIRANb/op9niNm6CjZDQIj/QFMwDQYJKoZIhvcNAQELBQAw OzELMAkGA1UEBhMCVVMxHjAcBgNVBAoTFUdvb2dsZSBUcnVzdCBTZXJ2aWNlczEM MAoGA1UEAxMDV1IyMB4XDTI2MDIyMzE4MTk0NFoXDTI2MDUxODE4MTk0M1owLDEq MCgGA1UEAxMhZGV2c2l0ZS1zbmkuZGV2ZWxvcGVycy5nb29nbGUuY29tMFkwEwYH KoZIzj0CAQYIKoZIzj0DAQcDQgAEJFrZz4orF6NLq7UvckxIUqlzMtzA0qnKq1mD ISzsKU7Zy9zJEHEoduu7fYHhIMc3LK+b23nXkVT6hvUJYAGZ8KOCBx0wggcZMA4G A1UdDwEB/wQEAwIHgDATBgNVHSUEDDAKBggrBgEFBQcDATAMBgNVHRMBAf8EAjAA MB0GA1UdDgQWBBTEDiQ0ZhoLkPtIJrXFCx9KdUyddTAfBgNVHSMEGDAWgBTeGx7t eRXUPjckwyG77DQ5bUKyMDBYBggrBgEFBQcBAQRMMEowIQYIKwYBBQUHMAGGFWh0 dHA6Ly9vLnBraS5nb29nL3dyMjAlBggrBgEFBQcwAoYZaHR0cDovL2kucGtpLmdv b2cvd3IyLmNydDCCBPMGA1UdEQSCBOowggTmgiFkZXZzaXRlLXNuaS5kZXZlbG9w ZXJzLmdvb2dsZS5jb22CEGRvY3MuYWN0aWZpby5jb22CDWQuYWN0aWZpby5jb22C 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8AAAAZyL8YLmAAAEAwBHMEUCIQDzqoMiHs/9lz3QvwxSR55uU9SKLctU673FPcDM 3ddJHwIgAh0e5fGPsgaSz27jHCwIMlASJ4HHoK6yCGDr3PEXAxYwDQYJKoZIhvcN AQELBQADggEBAENj9oY0+p/sfK6NcXwy7NhA6PvfvvzswU90920P6Jff0KoNmHfn mVK13xV4uSBJhKkDe1hAYZIznkOGVxbjRUGRAJQYB3Wzkx1xJhyWcmIiFGsOpY8e dmxd4ZmeVXysgWySln+xE9cPEolyjahcdGgq7uiZq5a6gor9srksWzCftt6P7Ugp Wc2jy9OMlBuJGshJOR3F6aXV1FR13WNE/2Y+ZLte85bOaIwNMDkfxFycxl7zsJTW A0MVv3LmH+5p/X3BIt+a7/VGPwL6E+AcIr4g+gUPfNg/jziLvGcPYOlr7BxhIvu9 18HPj7tiQIv9WyHpKlbuwRRXLZywhUkvPRc= -----END CERTIFICATE----- subject=CN = devsite-sni.developers.google.com issuer=C = US, O = Google Trust Services, CN = WR2 --- No client certificate CA names sent Peer signing digest: SHA256 Peer signature type: ECDSA Server Temp Key: X25519, 253 bits --- SSL handshake has read 5559 bytes and written 295 bytes Verification: OK --- New, TLSv1.2, Cipher is ECDHE-ECDSA-CHACHA20-POLY1305 Server public key is 256 bit Secure Renegotiation IS supported Compression: NONE Expansion: NONE No ALPN negotiated SSL-Session: Protocol : TLSv1.2 Cipher : ECDHE-ECDSA-CHACHA20-POLY1305 Session-ID: A84682E559E4B8C10D160FF408BF749810CFC56C2476E37231D98FC4A5AFC73B Session-ID-ctx: Master-Key: 7BBBE927A39E7D807AC9C31B4461156FE4ED97FE2203D18B73A8CDE68A6AD3EBC6D1DB3E25A3F9F53E91D584DDBBA500 PSK identity: None PSK identity hint: None SRP username: None TLS session ticket lifetime hint: 100800 (seconds) TLS session ticket: 0000 - 02 ad 2e eb ae 05 02 ce-c7 a7 7d 73 2b 96 5b 8e ..........}s+.[. 0010 - bd 65 49 ea 8d 55 24 07-fe be 98 d6 bf e8 a0 31 .eI..U$........1 0020 - a0 34 19 f7 17 e5 02 57-ca f4 b9 51 2a fd c7 61 .4.....W...Q..a 0030 - 88 32 ae b3 2d 53 8b d3-6e 1f 87 62 3b e7 bf 5f .2..-S..n..b;.._ 0040 - f8 00 ba fd b6 70 6d a3-9d b1 25 78 c3 aa 2a e3 .....pm...%x... 0050 - 22 a5 18 c8 49 ea 54 f2-9d a0 41 40 d2 47 34 49 "...I.T...A@.G4I 0060 - 4e 13 51 6c 16 67 85 bf-a7 d1 da 2f 5e 7a 45 ed N.Ql.g...../^zE. 0070 - 98 b1 96 c8 b7 8d ac 89-7b 7f 58 da c9 41 69 59 ........{.X..AiY 0080 - 08 df c2 f2 21 72 45 d3-05 ac be 43 83 9f 5a 71 ....!rE....C..Zq 0090 - 85 c8 b2 24 5d 31 f0 79-13 26 ed 8a 6f 57 12 c4 ...$]1.y.&..oW.. 00a0 - dd 30 c4 d4 8a c3 56 14-a7 de 27 45 a8 8d d8 c6 .0....V...'E.... 00b0 - 3a de c0 b2 fb 58 cb e4-ef 58 78 38 bb b6 11 46 :....X...Xx8...F 00c0 - 69 a8 f4 16 c9 7f f5 24-8b a4 75 29 4f b2 f3 a9 i......$..u)O... 00d0 - a7 ee 61 d5 3d dd dc dc-7d 7a 48 45 4d 0c 40 4f ..a.=...}zHEM.@O 00e0 - 55 10 e5 3b e4 U..;. Start Time: 1774353331 Timeout : 7200 (sec) Verify return code: 0 (ok) Extended master secret: yes --- DONE === tls1_3 === depth=2 C = US, O = Google Trust Services LLC, CN = GTS Root R1 verify return:1 depth=1 C = US, O = Google Trust Services, CN = WR2 verify return:1 depth=0 CN = devsite-sni.developers.google.com verify return:1 CONNECTED(00000003) --- Certificate chain 0 s:CN = devsite-sni.developers.google.com i:C = US, O = Google Trust Services, CN = WR2 a:PKEY: id-ecPublicKey, 256 (bit); sigalg: RSA-SHA256 v:NotBefore: Feb 23 18:19:44 2026 GMT; NotAfter: May 18 18:19:43 2026 GMT 1 s:C = US, O = Google Trust Services, CN = WR2 i:C = US, O = Google Trust Services LLC, CN = GTS Root R1 a:PKEY: rsaEncryption, 2048 (bit); sigalg: RSA-SHA256 v:NotBefore: Dec 13 09:00:00 2023 GMT; NotAfter: Feb 20 14:00:00 2029 GMT 2 s:C = US, O = Google Trust Services LLC, CN = GTS Root R1 i:C = BE, O = GlobalSign nv-sa, OU = Root CA, CN = GlobalSign Root CA a:PKEY: rsaEncryption, 4096 (bit); sigalg: RSA-SHA256 v:NotBefore: Jun 19 00:00:42 2020 GMT; NotAfter: Jan 28 00:00:42 2028 GMT --- Server certificate -----BEGIN CERTIFICATE----- MIIJRjCCCC6gAwIBAgIRANb/op9niNm6CjZDQIj/QFMwDQYJKoZIhvcNAQELBQAw OzELMAkGA1UEBhMCVVMxHjAcBgNVBAoTFUdvb2dsZSBUcnVzdCBTZXJ2aWNlczEM MAoGA1UEAxMDV1IyMB4XDTI2MDIyMzE4MTk0NFoXDTI2MDUxODE4MTk0M1owLDEq MCgGA1UEAxMhZGV2c2l0ZS1zbmkuZGV2ZWxvcGVycy5nb29nbGUuY29tMFkwEwYH KoZIzj0CAQYIKoZIzj0DAQcDQgAEJFrZz4orF6NLq7UvckxIUqlzMtzA0qnKq1mD ISzsKU7Zy9zJEHEoduu7fYHhIMc3LK+b23nXkVT6hvUJYAGZ8KOCBx0wggcZMA4G A1UdDwEB/wQEAwIHgDATBgNVHSUEDDAKBggrBgEFBQcDATAMBgNVHRMBAf8EAjAA MB0GA1UdDgQWBBTEDiQ0ZhoLkPtIJrXFCx9KdUyddTAfBgNVHSMEGDAWgBTeGx7t eRXUPjckwyG77DQ5bUKyMDBYBggrBgEFBQcBAQRMMEowIQYIKwYBBQUHMAGGFWh0 dHA6Ly9vLnBraS5nb29nL3dyMjAlBggrBgEFBQcwAoYZaHR0cDovL2kucGtpLmdv b2cvd3IyLmNydDCCBPMGA1UdEQSCBOowggTmgiFkZXZzaXRlLXNuaS5kZXZlbG9w ZXJzLmdvb2dsZS5jb22CEGRvY3MuYWN0aWZpby5jb22CDWQuYWN0aWZpby5jb22C CmFwaWdlZS5jb22CDCouYXBpZ2VlLmNvbYIWYXBwZGVmZW5zZWFsbGlhbmNlLmRl doIYKi5hcHBkZWZlbnNlYWxsaWFuY2UuZGV2ggtiYXplbC5idWlsZIINKi5iYXpl bC5idWlsZIIPYnVpbGRlcnMuZ29vZ2xlghEqLmJ1aWxkZXJzLmdvb2dsZYIHY2Vs LmRldoIJKi5jZWwuZGV2ghNkZWVwbWluZC5nb29nbGUuY29tghUqLmRlZXBtaW5k Lmdvb2dsZS5jb22CEmRldmVsb3Blci5uZXN0LmNvbYITZGV2ZWxvcGVycy5uZXN0 LmNvbYIPZGV2c2l0ZXRlc3QuaG93ghEqLmRldnNpdGV0ZXN0Lmhvd4ILZnVjaHNp YS5kZXaCDSouZnVjaHNpYS5kZXaCEmlzc3Vlcy5mdWNoc2lhLmRldoIUKi5pc3N1 ZXMuZnVjaHNpYS5kZXaCE2dlbmVyYXRpdmVhaS5nb29nbGWCFSouZ2VuZXJhdGl2 ZWFpLmdvb2dsZYIZKi5nZW5lcmF0aXZlYWkuZ29vZ2xlLmNvbYIKZ29vZ2xlLmRl doINYWkuZ29vZ2xlLmRldoIRd3d3LmFpLmdvb2dsZS5kZXaCDCouZ29vZ2xlLmRl doIMaW50cmluc2ljLmFpgg4qLmludHJpbnNpYy5haYIOamliZW1vYmlsZS5jb22C ECouamliZW1vYmlsZS5jb22CHWxlYXJuLm1hcHNwbGF0Zm9ybS5nb29nbGUuY29t gh8qLmxlYXJuLm1hcHNwbGF0Zm9ybS5nb29nbGUuY29tghNvbmJvYXJkaW5nLm9m Zi5nb29nghUqLm9uYm9hcmRpbmcub2ZmLmdvb2eCDW9wZW50aHJlYWQuaW+CDyou b3BlbnRocmVhZC5pb4IMb3BlbndlYXZlLmlvgg4qLm9wZW53ZWF2ZS5pb4ILb3Bl bnhsYS5vcmeCDSoub3BlbnhsYS5vcmeCGnByZXZpZXcuc291cmNlLmFuZHJvaWQu Y29tghlwcml2YWN5c2FuZGJveC5nb29nbGUuY29tghsqLnByaXZhY3lzYW5kYm94 Lmdvb2dsZS5jb22CEHF1YW50dW1haS5nb29nbGWCEioucXVhbnR1bWFpLmdvb2ds ZYIOdGVuc29yZmxvdy5vcmeCECoudGVuc29yZmxvdy5vcmeCB3dlYi5kZXaCCSou d2ViLmRldoIKd2VicnRjLm9yZ4IOd3d3LndlYnJ0Yy5vcmeCCHdpbmcuY29tggoq LndpbmcuY29tggh3aW5nLmRldoIKKi53aW5nLmRldoIOZGV2c2l0ZS5nb29nbGWC ECouZGV2c2l0ZS5nb29nbGWCDW1lZGlhcGlwZS5kZXaCDyoubWVkaWFwaXBlLmRl doIGYWkuZGV2gggqLmFpLmRldoIJYWkuc3R1ZGlvggsqLmFpLnN0dWRpb4IHYXBw Lm5ld4IJKi5hcHAubmV3gghjaGF0Lm5ld4IKKi5jaGF0Lm5ld4IHYm90Lm5ld4IJ Ki5ib3QubmV3gglhZ2VudC5uZXeCCyouYWdlbnQubmV3MBMGA1UdIAQMMAowCAYG Z4EMAQIBMDYGA1UdHwQvMC0wK6ApoCeGJWh0dHA6Ly9jLnBraS5nb29nL3dyMi83 NXI0WnlBM3ZBMC5jcmwwggEEBgorBgEEAdZ5AgQCBIH1BIHyAPAAdgCWl2S/VViX rfdDh2g3CEJ36fA61fak8zZuRqQ/D8qpxgAAAZyL8YL0AAAEAwBHMEUCIFUzaU04 LbypePgk41O5T8v9d6IGFkO9Ez9cpBtcZhvcAiEAym5O4lV0c41sHpktxPYGahZT OBKhuHwR4RpLAsfKJN8AdgBkEcRspBLsp4kcogIuALyrTygH1B41J6vq/tUDyX3N 8AAAAZyL8YLmAAAEAwBHMEUCIQDzqoMiHs/9lz3QvwxSR55uU9SKLctU673FPcDM 3ddJHwIgAh0e5fGPsgaSz27jHCwIMlASJ4HHoK6yCGDr3PEXAxYwDQYJKoZIhvcN AQELBQADggEBAENj9oY0+p/sfK6NcXwy7NhA6PvfvvzswU90920P6Jff0KoNmHfn mVK13xV4uSBJhKkDe1hAYZIznkOGVxbjRUGRAJQYB3Wzkx1xJhyWcmIiFGsOpY8e dmxd4ZmeVXysgWySln+xE9cPEolyjahcdGgq7uiZq5a6gor9srksWzCftt6P7Ugp Wc2jy9OMlBuJGshJOR3F6aXV1FR13WNE/2Y+ZLte85bOaIwNMDkfxFycxl7zsJTW A0MVv3LmH+5p/X3BIt+a7/VGPwL6E+AcIr4g+gUPfNg/jziLvGcPYOlr7BxhIvu9 18HPj7tiQIv9WyHpKlbuwRRXLZywhUkvPRc= -----END CERTIFICATE----- subject=CN = devsite-sni.developers.google.com issuer=C = US, O = Google Trust Services, CN = WR2 --- No client certificate CA names sent Peer signing digest: SHA256 Peer signature type: ECDSA Server Temp Key: X25519, 253 bits --- SSL handshake has read 5370 bytes and written 327 bytes Verification: OK --- New, TLSv1.3, Cipher is TLS_AES_256_GCM_SHA384 Server public key is 256 bit Secure Renegotiation IS NOT supported Compression: NONE Expansion: NONE No ALPN negotiated Early data was not sent Verify return code: 0 (ok) --- DONE

Crawler stats

Basic stats
Total execution time	18 s
Total URLs	145
Total size	19 MB
Requests - total time	55 s
Requests - avg time	383 ms
Requests - min time	171 ms
Requests - max time	1.3 s
Requests by status	200: 117 301: 21 404: 7

Analysis stats

Found 21 row(s).

Class::method	Exec time 🔽	Exec count
AccessibilityAnalyzer::checkMissingLabels	718 ms	117
AccessibilityAnalyzer::checkMissingAriaLabels	706 ms	117
BestPracticeAnalyzer::checkHeadingStructure	571 ms	124
AccessibilityAnalyzer::checkMissingRoles	543 ms	117
AccessibilityAnalyzer::checkMissingLang	473 ms	117
BestPracticeAnalyzer::checkMaxDOMDepth	456 ms	124
SslTlsAnalyzer::getTLSandSSLCertificateInfo	325 ms	1
BestPracticeAnalyzer::checkNonClickablePhoneNumbers	253 ms	124
BestPracticeAnalyzer::checkMissingQuotesOnAttributes	42 ms	124
BestPracticeAnalyzer::checkInlineSvg	20 ms	124
SeoAndOpenGraphAnalyzer::analyzeHeadings	17 ms	1
SecurityAnalyzer::checkHtmlSecurity	16 ms	124
AccessibilityAnalyzer::checkImageAltAttributes	16 ms	117
SecurityAnalyzer::checkHeaders	3 ms	124
SeoAndOpenGraphAnalyzer::analyzeSeo	0 ms	1
SeoAndOpenGraphAnalyzer::analyzeOpenGraph	0 ms	1
BestPracticeAnalyzer::checkTitleUniqueness	0 ms	1
BestPracticeAnalyzer::checkMetaDescriptionUniqueness	0 ms	1
BestPracticeAnalyzer::checkBrotliSupport	0 ms	1
BestPracticeAnalyzer::checkWebpSupport	0 ms	1
BestPracticeAnalyzer::checkAvifSupport	0 ms	1
No rows found, please edit your search term.

(+) Show entire table

Content processor stats

Found 12 row(s).

Class::method	Exec time 🔽	Exec count
HtmlProcessor::findUrls	541 ms	145
NextJsProcessor::applyContentChangesBeforeUrlParsing	111 ms	124
JavaScriptProcessor::findUrls	104 ms	124
CssProcessor::findUrls	6 ms	124
AstroProcessor::findUrls	2 ms	124
AstroProcessor::applyContentChangesBeforeUrlParsing	0 ms	124
NextJsProcessor::findUrls	0 ms	124
JavaScriptProcessor::applyContentChangesBeforeUrlParsing	0 ms	124
HtmlProcessor::applyContentChangesBeforeUrlParsing	0 ms	145
SvelteProcessor::findUrls	0 ms	124
SvelteProcessor::applyContentChangesBeforeUrlParsing	0 ms	124
CssProcessor::applyContentChangesBeforeUrlParsing	0 ms	124
No rows found, please edit your search term.

Crawler info

Version	2.1.0.20260317
Executed At	2026-03-24 11:55:13
Command	siteone-crawler --url=https://ai.google.dev/gemini-api/docs --markdown-export-dir=/tmp/siteone-google_ai --markdown-exclude-selector=header,footer,nav,.sidebar,.menu,.breadcrumb,script,style --timeout=30 --workers=5 --disable-javascript --disable-styles --disable-fonts --disable-images --disable-files --no-color --hide-progress-bar --output=text --include-regex=/gemini-api/
Hostname	ubuntu-8gb-hel1-1
User-Agent	Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/26.0.0.0 Safari/537.36 siteone-crawler/2.1.0.20260317

Count 🔽	Title
13	Gemini API Additional Terms of Service  \|  Google AI for Developers
3	PaLM API and MakerSuite Additional Terms of Service  \|  Gemini API  \|  Google AI for Developers
3	Gemini API  \|  Google AI for Developers
2	Files API  \|  Gemini API  \|  Google AI for Developers
2	Additional Terms of Service archive  \|  Gemini API  \|  Google AI for Developers
2	Structured outputs  \|  Gemini API  \|  Google AI for Developers
2	Text generation  \|  Gemini API  \|  Google AI for Developers
2	Function calling with the Gemini API  \|  Google AI for Developers
2	Generate videos with Veo 3.1 in Gemini API  \|  Google AI for Developers
2	Generative AI APIs Additional Terms of Service  \|  Gemini API  \|  Google AI for Developers
No rows found, please edit your search term.