SiteOne Crawler Report - docs.mistral.ai

Summary

Website Quality Score

6.4 Fair

Performance

10.0

SEO

4.5

Security

6.5

Accessibility

5.0

Best Practices

5.6

⛔ Skipped URLs - 317 skipped URLs found.
⛔ 51 page(s) with multiple <h1> headings.
⛔ 2 page(s) without <h1> heading.
⛔ Security - 286 pages(s) with critical finding(s).
⚠️ Redirects - 7 redirects found.
⚠️ 404 WARNING - 5 non-existent pages found.
⚠️ The description 'Documentation for the deployment and usage of Mistral AI's LLMs' exceeds the allowed 10% duplicity. 36% of pages have this same description.
⚠️ 150 page(s) do not support Brotli compression.
⚠️ No WebP image found on the website.
⚠️ No AVIF image found on the website.
⚠️ 1 page(s) with large inline SVGs (> 5120 bytes).
⚠️ 1 page(s) with duplicated inline SVGs (> 5 duplicates).
⚠️ 143 page(s) with skipped heading levels.
⚠️ 11 page(s) with deep DOM (> 30 levels).
⚠️ 2 page(s) with non-clickable (non-interactive) phone numbers.
⚠️ 1 page(s) without image alt attributes.
⚠️ 1 page(s) without form labels.
⚠️ 150 page(s) without aria labels.
⚠️ 150 page(s) without role attributes.
⏩ Loaded robots.txt for domain 'docs.mistral.ai': status code 404, size 124 kB and took 177 ms.
⏩ External URLs - 317 external URL(s) found.
⏩ DNS IPv6: domain docs.mistral.ai does not support IPv6 (DNS server: 127.0.0.53).
✅ SSL/TLS certificate is valid until May 20 07:08:16 2026 GMT. Issued by C = US, O = Let's Encrypt, CN = R13. Subject is CN = docs.mistral.ai.
✅ SSL/TLS certificate issued by 'C = US, O = Let's Encrypt, CN = R13'.
✅ Performance OK - all non-media URLs are faster than 3 seconds.
✅ HTTP headers - found 28 unique headers.
✅ All 136 unique title(s) are within the allowed 10% duplicity. Highest duplicity title has 5%.
✅ All pages have quoted attributes.
✅ All pages have valid or none inline SVGs.
✅ All pages have valid HTML.
✅ All pages have lang attribute.
✅ DNS IPv4 OK: domain docs.mistral.ai resolved to 312dbf268cf2209e.vercel-dns-016.com., 216.150.1.65, 216.150.16.65 (DNS server: 127.0.0.53).
📌 DNS Aliases: IP(s) for domain docs.mistral.ai were resolved by CNAME chain docs.mistral.ai > 312dbf268cf2209e.vercel-dns-016.com.

Visited URLs

Found 305 row(s).

URL	Status	Type	Time (s)	Size	Cache
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/deployment/self-deployment/vllm	200	HTML	25 ms	442 kB	0 s
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/deployment/cloud/outscale	200	HTML	374 ms	401 kB	0 s
/deployment/self-deployment/skypilot	200	HTML	30 ms	380 kB	0 s
/deployment/self-deployment/tgi	200	HTML	566 ms	394 kB	0 s
/capabilities/structured-output/custom_structured_output	308	Redirect	13 ms	141 B	0 s
/guides/finetuning	308	Redirect	12 ms	115 B	0 s
/deployment/self-deployment/cloudflare	200	HTML	797 ms	359 kB	0 s
/capabilities/OCR/annotations	404	HTML	15 ms	124 kB	0 s
/deployment/self-deployment/cerebrium	200	HTML	610 ms	438 kB	0 s
/capabilities/structured-output/json_mode	404	HTML	14 ms	124 kB	0 s
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/capabilities/finetuning	404	HTML	16 ms	124 kB	0 s
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/models/mathstral-7b-0-1	200	HTML	21 ms	410 kB	0 s
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/models/mistral-7b-0-2	200	HTML	697 ms	418 kB	0 s
/models/mistral-small-3-0-25-01	200	HTML	41 ms	443 kB	0 s
/models/ministral-3-3b-25-12	200	HTML	21 ms	486 kB	0 s
/models/mistral-moderation-24-11	200	HTML	62 ms	456 kB	0 s
/models/magistral-medium-1-0-25-06	200	HTML	773 ms	432 kB	0 s
/models/mistral-small-4-0-26-03	200	HTML	27 ms	477 kB	0 s
/models/devstral-small-1-1-25-07	200	HTML	268 ms	475 kB	0 s
/models/codestral-24-05	200	HTML	39 ms	413 kB	0 s
/models/codestral-mamba-7b-0-1	200	HTML	18 ms	413 kB	0 s
/models/voxtral-small-25-07	200	HTML	346 ms	479 kB	0 s
/models/ministral-8b-24-1	200	HTML	19 ms	443 kB	0 s
/models/voxtral-mini-transcribe-25-07	200	HTML	317 ms	456 kB	0 s
/getting-started/models/compare	200	HTML	23 ms	345 kB	0 s
/models/ocr-2-25-05	200	HTML	361 ms	460 kB	0 s
/models/mixtral-8x7b-0-1	200	HTML	24 ms	419 kB	0 s
/models/devstral-small-2-25-12	200	HTML	20 ms	479 kB	0 s
/models/mixtral-8x22b-0-1-0-3	200	HTML	25 ms	418 kB	0 s
/models/mistral-small-creative-25-12	200	HTML	20 ms	466 kB	0 s
/models/mistral-nemo-12b-24-07	200	HTML	19 ms	480 kB	0 s
/models/mistral-small-3-2-25-06	200	HTML	24 ms	476 kB	0 s
/models/mistral-7b-0-1	200	HTML	275 ms	418 kB	0 s
/models/voxtral-mini-25-07	200	HTML	1.1 s	479 kB	0 s
/models/mistral-saba-25-02	200	HTML	20 ms	400 kB	0 s
/models/magistral-small-1-1-25-07	200	HTML	366 ms	442 kB	0 s
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/models/devstral-small-1-0-25-05	200	HTML	694 ms	442 kB	0 s
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/models/mistral-medium-3-25-05	200	HTML	23 ms	466 kB	0 s
/models/ocr-25-03	200	HTML	21 ms	400 kB	0 s
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/models/magistral-small-1-0-25-06	200	HTML	702 ms	443 kB	0 s
/models/mistral-large-2-1-24-11	200	HTML	24 ms	474 kB	0 s
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/models/mistral-moderation-26-03	200	HTML	415 ms	455 kB	0 s
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/capabilities/document_ai/document_qna	200	HTML	108 ms	426 kB	0 s
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/cookbooks/third_party-azure_ai_search-azure_ai_search_rag	200	HTML	26 ms	449 kB	0 s
/cookbooks/third_party-llamaindex-llamaindex_agentic_rag	200	HTML	257 ms	263 kB	0 s
/cookbooks/mistral-classifier_factory-moderation_classifier	200	HTML	514 ms	1019 kB	0 s
/cookbooks/third_party-wandb-02_finetune_and_eval	200	HTML	117 ms	529 kB	0 s
/cookbooks/third_party-streamlit-readme	200	HTML	325 ms	374 kB	0 s
/cookbooks/third_party-neon-neon_text_to_sql	200	HTML	333 ms	331 kB	0 s
/cookbooks/third_party-mongodb-mongodb_mistral	200	HTML	342 ms	277 kB	0 s
/cookbooks/third_party-chainlit-chainlit_mistral_reasoning	200	HTML	659 ms	285 kB	0 s
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/cookbooks/third_party-langtrace-langtrace_mistral	200	HTML	521 ms	257 kB	0 s
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/cookbooks/mistral-ocr-document_understanding	200	HTML	474 ms	1 MB	0 s
/cookbooks/mistral-evaluation-rag_evaluation	200	HTML	17 ms	254 kB	0 s
/cookbooks/third_party-llamaindex-propertygraphs-prope…y_graph_predefined_schema	200	HTML	625 ms	294 kB	0 s
/cookbooks/mistral-agents-agents_api-financial_analyst-readme	200	HTML	533 ms	170 kB	0 s
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/capabilities/completion/prompting	403	HTML	10 ms	33 kB	0 s
/capabilities/completion/prompting_capabilities	403	HTML	10 ms	33 kB	0 s
/capabilities/embeddings/code_embeddings	403	HTML	10 ms	33 kB	0 s
/deployment/ai-studio/tier	403	HTML	10 ms	33 kB	0 s
/deployment/ai-studio/pricing	403	HTML	10 ms	33 kB	0 s
/deployment/ai-studio/organization	403	HTML	10 ms	33 kB	0 s
/api/endpoint/beta/libraries/accesses	403	HTML	10 ms	33 kB	0 s
/api/endpoint/audio/transcriptions	403	HTML	10 ms	33 kB	0 s
/api/endpoint/beta/agents	403	HTML	10 ms	33 kB	0 s
/api/endpoint/classifiers	403	HTML	10 ms	33 kB	0 s
/api/endpoint/files	403	HTML	10 ms	33 kB	0 s
/api/endpoint/ocr	403	HTML	10 ms	33 kB	0 s
/api/endpoint/fim	403	HTML	10 ms	33 kB	0 s
/api/endpoint/models	403	HTML	10 ms	33 kB	0 s
/api/endpoint/chat	403	HTML	10 ms	33 kB	0 s
/api/endpoint/batch	403	HTML	10 ms	33 kB	0 s
/api/endpoint/beta/libraries	403	HTML	10 ms	33 kB	0 s
/api/endpoint/beta/conversations	403	HTML	10 ms	33 kB	0 s
/api/endpoint/beta/libraries/documents	403	HTML	10 ms	33 kB	0 s
/api/endpoint/embeddings	403	HTML	10 ms	33 kB	0 s
/api/endpoint/deprecated/agents	403	HTML	10 ms	33 kB	0 s
/api/endpoint/deprecated/fine-tuning	403	HTML	10 ms	33 kB	0 s
/capabilities/reasoning/native	403	HTML	10 ms	33 kB	0 s
/capabilities/reasoning/adjustable	403	HTML	10 ms	33 kB	0 s
/capabilities/audio_transcription/realtime_transcription	403	HTML	11 ms	33 kB	0 s
/getting-started/models/compare?models=devstral-2-25-12	403	HTML	10 ms	33 kB	0 s
/api/	403	HTML	10 ms	33 kB	0 s
/getting-started/models/compare?models=voxtral-mini-transcribe-realtime-26-02	403	HTML	10 ms	33 kB	0 s
/guides/evaluation	403	HTML	10 ms	33 kB	0 s
/capabilities/completion/prompting_capabilities/	403	HTML	10 ms	33 kB	0 s
/cookbooks?useCase=Finetuning	403	HTML	10 ms	33 kB	0 s
/getting-started/stories	403	HTML	10 ms	33 kB	0 s
/capabilities/structured_output/custom	403	HTML	10 ms	33 kB	0 s
/getting-started/models/compare?models=ministral-3-14b-25-12	403	HTML	10 ms	33 kB	0 s
/models/devstral-small-2-25-07	403	HTML	10 ms	33 kB	0 s
/models/ministral-3b-25-12	403	HTML	10 ms	33 kB	0 s
/capabilities/embeddings/rag_quickstart	403	HTML	10 ms	33 kB	0 s
/models/ministral-14b-25-12	403	HTML	10 ms	33 kB	0 s
/models/ministral-8b-25-12	403	HTML	10 ms	33 kB	0 s
/mistral-vibe/introduction/install	403	HTML	10 ms	33 kB	0 s
/mistral-vibe/introduction/quickstart	403	HTML	10 ms	33 kB	0 s
/deprecated/completion	403	HTML	10 ms	33 kB	0 s
/deployment/cloud/amazon_bedrock	403	HTML	10 ms	33 kB	0 s
/deployment/cloud/sfcortex	403	HTML	10 ms	33 kB	0 s
/deployment/cloud/vertex	403	HTML	10 ms	33 kB	0 s
/deployment/cloud/ibm-watsonx	403	HTML	10 ms	33 kB	0 s
/deployment/cloud/azure	403	HTML	10 ms	33 kB	0 s
/capabilities/audio_transcription/offline_transcription	403	HTML	10 ms	33 kB	0 s
/capabilities/embeddings/text_embeddings	403	HTML	10 ms	33 kB	0 s
/getting-started/models/models_overview	403	HTML	10 ms	33 kB	0 s
/capabilities/finetuning/	403	HTML	10 ms	33 kB	0 s
/capabilities/document_ai/	403	HTML	10 ms	33 kB	0 s
/agents/mcp/	403	HTML	11 ms	33 kB	0 s
/agents/tools/document_library	403	HTML	10 ms	33 kB	0 s
/agents/tools/built-in/document_library?tab=manage-libraries	403	HTML	10 ms	33 kB	0 s
/agents/tools/websearch	403	HTML	10 ms	33 kB	0 s
/capabilities/completion/function_calling	403	HTML	10 ms	33 kB	0 s
/capabilities/completion/function-calling	403	HTML	10 ms	33 kB	0 s
/capabilities/completion/predicted-outputs	403	HTML	10 ms	33 kB	0 s
/capabilities/completion/guardrailing	403	HTML	10 ms	33 kB	0 s
/capabilities/completion/structured-output	403	HTML	10 ms	33 kB	0 s
/capabilities/code_generation?tab=fim	403	HTML	10 ms	33 kB	0 s
/capabilities/OCR/document_understanding/	403	HTML	10 ms	33 kB	0 s
/capabilities/function_calling/	403	HTML	10 ms	33 kB	0 s
/capabilities/OCR/document_qna/	403	HTML	10 ms	33 kB	0 s
/capabilities/completion/	403	HTML	10 ms	33 kB	0 s
/getting-started/models/models_overview/	403	HTML	10 ms	33 kB	0 s
No rows found, please edit your search term.

(+) Show entire table

Best practices

Found 11 row(s).

Analysis name	OK	Notice	Warning	Critical
Large inline SVGs (> 5120 B)	103	0	4	0
Invalid inline SVGs	107	0	0	0
DOM depth (> 30)	287	0	11	0
Duplicate inline SVGs (> 5 and > 1024 B)	106	0	1	0
Heading structure	151	143	151	51
Non-clickable phone numbers	1	0	2	0
Title uniqueness (> 10%)	136	0	0	0
Description uniqueness (> 10%)	92	0	1	0
Brotli support	0	0	150	0
WebP support	0	0	1	0
AVIF support	0	0	1	0
No rows found, please edit your search term.

Large inline SVGs

Severity	Occurs	Detail	Affected URLs (max 5)
warning	1	<svg width="44" height="59" viewBox="0 0 44 59" fill="none" xmlns="http://www.w3.org/2000/svg" class="size-14"> ...	/ambassadors
warning	1	<svg width="47" height="61" viewBox="0 0 47 61" fill="none" xmlns="http://www.w3.org/2000/svg" class="size-16"> ...	/ambassadors
warning	1	<svg width="58" height="54" viewBox="0 0 58 54" fill="none" xmlns="http://www.w3.org/2000/svg" class="size-12 absolute top-[60%] group-hover:-rotate-12 transition-transform duration-200"> ...	/ambassadors
warning	1	<svg width="44" height="59" viewBox="0 0 44 59" fill="none" xmlns="http://www.w3.org/2000/svg" class="size-15"> ...	/ambassadors

Duplicate inline SVGs

Severity	Occurs	Detail	Affected URLs (max 5)
warning	1	28x SVG (1090 B): <svg viewBox="0 0 18 19" fill="none" xmlns="http://www.w3.org/2000/svg" class="size-5 group-hover:translate-x-0.5 group-hover:-translate-y-0.5 transition-transform duration-200"> ...	/ambassadors

Invalid inline SVGs

No problems found.

Missing quotes on attributes

No problems found.

DOM depth

Severity	Occurs	Detail	Affected URLs (max 5)
warning	8	The DOM depth exceeds the warning limit: 30. Found depth: 30.	URL 1, URL 2, URL 3, URL 4, URL 5
warning	2	The DOM depth exceeds the warning limit: 30. Found depth: 35.	URL 1, URL 2
warning	1	The DOM depth exceeds the warning limit: 30. Found depth: 34.	/capabilities/completion/usage

Heading structure

Severity	Occurs	Detail	Affected URLs (max 5)
critical	115	Multiple <h1> headings found.	URL 1, URL 2, URL 3, URL 4, URL 5
critical	2	No <h1> tag found in the HTML content.	URL 1, URL 2
warning	114	Heading structure is skipping levels: found an <h3> after an <h1>.	URL 1, URL 2, URL 3, URL 4, URL 5
warning	44	Heading structure is skipping levels: found an <h4> after an <h1>.	URL 1, URL 2, URL 3, URL 4, URL 5
warning	15	Heading structure is skipping levels: found an <h4> after an <h2>.	URL 1, URL 2, URL 3, URL 4, URL 5
warning	4	Heading structure is skipping levels: found an <h2> without a previous higher heading.	URL 1, URL 2, URL 3, URL 4
warning	2	Heading structure is skipping levels: found an <h6> after an <h4>.	/cookbooks/mistral-lechat_custom_mcp_ser…-tic-tac-toe-readme
warning	1	Heading structure is skipping levels: found an <h5> after an <h3>.	/api
notice	143	No headings found in the HTML content.	URL 1, URL 2, URL 3, URL 4, URL 5

Non-clickable phone numbers

Severity	Occurs	Detail	Affected URLs (max 5)
warning	1	+2432323	/cookbooks/third_party-camel_ai-camel_roleplaying_scraper
warning	1	+6333413	/cookbooks/mistral-ocr-document_understanding

Title uniqueness

No problems found.

Description uniqueness

No problems found.

Accessibility

Analysis name	OK	Warning	Critical
Missing form labels	0	1	0
Missing html lang attribute	1	0	0
Missing image alt attributes	237	6	0
Missing aria labels	315	613	1
Missing roles	0	8	0

Valid HTML

No problems found.

Missing image alt attributes

Severity	Occurs	Detail	Affected URLs (max 5)
warning	6	<img ***>	/cookbooks/third_party-wandb-02_finetune_and_eval

Missing form labels

Severity	Occurs	Detail	Affected URLs (max 5)
warning	1	<input class="flex-* bg-* border-* outline-* font-* uppercase text-* 2xl:text-* font-* text-* placeholder:text-* focus:ring-* focus:outline-* h-" ** >	/cookbooks

Missing aria labels

Found 200 row(s).

Severity	Occurs	Detail	Affected URLs (max 5)
critical	1	<input class="flex-* bg-* border-* outline-* font-* uppercase text-* 2xl:text-* font-* text-* placeholder:text-* focus:ring-* focus:outline-* h-" ** >	/cookbooks
warning	3954	<a class="peer/menu-* flex w-* items-* gap-* overflow-* rounded-* py-* px-* text-* outline-* ring-* transition-* focus-* active:bg-* active:text-* disabled:pointer-* disabled:opacity-* group-* aria-* aria-* data-* data-* group-* group-* [&>	URL 1, URL 2, URL 3, URL 4, URL 5
warning	3600	<a class="text-* text-* hover:text-* transition-* duration-* flex items-* gap-" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	1519	<button class="py-* pl-* pr-* hover:text-* text-* rounded-* ml-* absolute right-* top-* -" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	696	<button class="inline-* items-* gap-* focus-* group text-* font-* leading-* text-* hover:not-* disabled:cursor-" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	600	<a class="inline-* gap-* items-* transition-* duration-* hover:opacity-" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	539	<a class="flex gap-* items-* opacity-* cursor-* LinkItem_" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	399	<a class="text-* hover:text-" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	379	<button class="inline-* items-* gap-* focus-* group text-* font-* leading-* text-* hover:not-* disabled:cursor-*">	URL 1, URL 2, URL 3, URL 4, URL 5
warning	318	<a class="text-* py-* text-* transition-* hover:text-* border-* border-* line-* text-" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	300	<button class="inline-* items-* justify-* whitespace-* rounded-* text-* font-* transition-* disabled:pointer-* disabled:opacity-* [&_* [&_* shrink-* [&_* outline-* focus-* focus-* focus-* aria-* dark:aria-* aria-* text-* hover:bg-* hover:text-* h-* py-* has-* relative overflow-* border border-* bg-* px-* gap-* pointer-* group hover:!bg-*" data-slot="button">	URL 1, URL 2, URL 3, URL 4, URL 5
warning	266	<button class="gap-* whitespace-* transition-* disabled:pointer-* disabled:opacity-* [&_* [&_* [&_* outline-* focus-* focus-* focus-* aria-* dark:aria-* aria-* px-* py-* has-* cursor-* flex h-* w-* shrink items-* font-* uppercase text-* font-* text-* hover:text-* justify-* rounded-* bg-* pl-* pr-* transition-* hover:bg-*" data-menu-action="close" data-slot="button">	URL 1, URL 2, URL 3, URL 4, URL 5
warning	235	<a class="flex gap-* items-* LinkItem_" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	222	<a class="overflow-* relative flex items-* border border-* rounded-* p-" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	185	<a ***>	URL 1, URL 2, URL 3, URL 4, URL 5
warning	180	<a class="hover:text-* transition-" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	163	<button ***>	URL 1, URL 2, URL 3, URL 4, URL 5
warning	150	<button class="text-* text-* hover:text-* transition-* duration-* flex items-* gap-*">	URL 1, URL 2, URL 3, URL 4, URL 5
warning	150	<button class="inline-* items-* justify-* whitespace-* text-* font-* transition-* disabled:pointer-* disabled:opacity-* [&_* [&_* shrink-* [&_* outline-* focus-* focus-* focus-* aria-* dark:aria-* aria-* bg-* text-* hover:bg-* h-* rounded-* gap-* px-* has-* *** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	150	<button class="group flex items-* gap-* justify-* h-* max-* pointer-* hover:opacity-* transition-* rounded-* px-* -* outline-* ring-" id="radix-_R_15mlb_" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	150	<a class="inline-* items-* justify-* gap-* whitespace-* rounded-* text-* font-* transition-* disabled:pointer-* disabled:opacity-* [&_* [&_* shrink-* [&_* outline-* focus-* focus-* focus-* aria-* dark:aria-* aria-* bg-* text-* hover:bg-* h-* px-* py-* has-* pointer-*" data-slot="button" href="https://mistral.ai/contact?utm_source=docs&utm_medium=header_cta&utm_campaign=studio_trial" target="_blank">	URL 1, URL 2, URL 3, URL 4, URL 5
warning	140	<a class="inline-* items-* justify-* gap-* whitespace-* rounded-* text-* font-* transition-* disabled:pointer-* disabled:opacity-* [&_* [&_* shrink-* [&_* outline-* focus-* focus-* focus-* aria-* dark:aria-* aria-* bg-* text-* hover:bg-* h-* px-* py-* has-* pointer-*" data-slot="button" href="https://console.mistral.ai?utm_source=docs&utm_medium=header_cta&utm_campaign=studio_trial" rel="noopener" target="_blank">	URL 1, URL 2, URL 3, URL 4, URL 5
warning	129	<a class="text-* py-* text-* transition-* hover:text-* border-* border-* line-* text-* font-" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	99	<a class="relative after:absolute after:-* focus-* focus-" ** >	/cookbooks
warning	95	<a class="hover:text-* transition-* uppercase min-* truncate" *** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	70	<button class="justify-* whitespace-* text-* font-* transition-* disabled:pointer-* disabled:opacity-* [&_* [&_* shrink-* [&_* outline-* focus-* focus-* focus-* aria-* dark:aria-* aria-* text-* border bg-* hover:bg-* hover:text-* h-* rounded-* px-* has-* self-* font-* uppercase !text-* flex gap-* items-*" data-slot="button">	URL 1, URL 2, URL 3, URL 4, URL 5
warning	58	<button class="inline-* items-* justify-* gap-* whitespace-* rounded-* text-* font-* transition-* disabled:pointer-* disabled:opacity-* [&_* [&_* shrink-* [&_* outline-* focus-* focus-* focus-* aria-* dark:aria-* aria-* text-* hover:bg-* hover:text-* size-* absolute -* translate-* bottom-" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	58	<button class="inline-* items-* justify-* gap-* rounded-* font-* font-* uppercase transition-* border border-* bg-* border-* text-* data-* data-* hover:bg-* px-* py-* text-" id="radix-_R_klfiv5tiqbqqlb_-trigger-weights" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	58	<button class="inline-* items-* justify-* gap-* whitespace-* rounded-* text-* font-* transition-* disabled:pointer-* disabled:opacity-* [&_* [&_* shrink-* [&_* outline-* focus-* focus-* focus-* aria-* dark:aria-* aria-* text-* hover:bg-* hover:text-* size-* absolute -* -* bottom-" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	56	<a class="ml-* text-* underline hover:text-" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	55	<button class="inline-* items-* justify-* rounded-* border px-* py-* font-* w-* whitespace-* shrink-* [&>	URL 1, URL 2, URL 3, URL 4, URL 5
warning	53	<button class="inline-* items-* justify-* gap-* whitespace-* transition-* disabled:pointer-* disabled:opacity-* [&_* [&_* shrink-* [&_* outline-* focus-* focus-* focus-* aria-* dark:aria-* aria-* text-* border bg-* hover:bg-* hover:text-* h-* px-* py-* has-* text-* rounded [&_* font-*" data-slot="button">	URL 1, URL 2, URL 3, URL 4, URL 5
warning	43	<button class="inline-* items-* justify-* gap-* rounded-* font-* font-* uppercase transition-* border border-* bg-* border-* text-* data-* data-* hover:bg-* px-* py-* text-" id="radix-_R_klfiv5tiqbqqlb_-trigger-features" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	32	<button class="inline-* items-* justify-* rounded-* border font-* whitespace-* shrink-* [&>	/cookbooks
warning	28	<a class="relative p-* rounded-* flex flex-* gap-* overflow-* cursor-* group transition-* duration-* hover:scale-" ** >	/ambassadors
warning	28	<a class="font-* text-* hover:text-* transition-* flex items-* gap-" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	28	<button class="focus-* flex-* text-* font-* transition-* outline-* disabled:pointer-* disabled:opacity-* [&[data-* *** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	27	<button class="items-* gap-* focus-* group border border-* rounded focus-* p-* hidden lg:block lg:absolute lg:-* lg:-* after:absolute after:h-* after:w-* after:-*">	/api
warning	27	<a class="relative font-* text-* after:absolute after:-* hover:text-* transition-" ** >	/getting-started/models
warning	27	<a class="text-* text-* font-" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	25	<a class="inline-* items-* justify-* gap-* whitespace-* font-* transition-* disabled:pointer-* disabled:opacity-* [&_* [&_* shrink-* [&_* outline-* focus-* focus-* focus-* aria-* dark:aria-* aria-* bg-* text-* hover:bg-* hover:text-* shadow-* h-* px-* py-* has-* text-* rounded [&_* max-*" data-slot="button" href="https://console.mistral.ai/build/playground" rel="noopener noreferrer" target="_blank">	URL 1, URL 2, URL 3, URL 4, URL 5
warning	22	<button class="inline-* items-* justify-* rounded-* border px-* py-* font-* whitespace-* shrink-* [&>	URL 1, URL 2, URL 3, URL 4, URL 5
warning	20	<button class="inline-* items-* gap-* focus-* group p-* hover:bg-* rounded-* justify-* size-*">	URL 1, URL 2, URL 3, URL 4, URL 5
warning	16	<a class="relative overflow-* text-* rounded-* border border-* flex items-* justify-* gap-* h-* 2xl:h-* p-* bg-* transition-* duration-* hover:bg-* group" *** >	URL 1, URL 2, URL 3, URL 4
warning	16	<a class="hover:underline whitespace-* border border-* focus-" ** >	/api
warning	14	<button class="flex items-* gap-* justify-" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	14	<button class="inline-* items-* justify-* gap-* whitespace-* rounded-* text-* font-* transition-* disabled:pointer-* disabled:opacity-* [&_* [&_* shrink-* [&_* outline-* focus-* focus-* focus-* aria-* dark:aria-* aria-* text-* hover:text-* size-* hover:bg-* border border-* focus-" ** >	/api
warning	12	<a class="text-* group flex rounded-* border-* text-* overflow-* transition-* hover:bg-* border bg-" ** >	URL 1, URL 2
warning	9	<button class="inline-* items-* justify-* gap-* font-* font-* uppercase transition-* border border-* border-* text-* bg-* data-* rounded-* cursor-* px-* py-* text-* flex-* text-* data-* data-" id="radix-_R_gklubsnmbqqlb_-trigger-output" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	9	<button class="inline-* items-* justify-* gap-* font-* font-* uppercase transition-* border border-* border-* text-* bg-* data-* rounded-* cursor-* px-* py-* text-* data-* data-" id="radix-_R_gklubsnmbqqlb_-trigger-code" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	9	<a class="relative group flex flex-* justify-* gap-* bg-* rounded px-* py-* lg:aspect-* overflow-* ring ring-* ring-* ring-" ** >	URL 1, URL 2, URL 3
warning	9	<button class="text-* group flex rounded-* border-* text-* overflow-* transition-* border bg-* hover:bg-* focus-* focus-* focus-* cursor-*">	/cookbooks
warning	8	<button class="inline-* items-* justify-* gap-* rounded-* font-* font-* uppercase transition-* border border-* bg-* border-* text-* data-* data-* hover:bg-* px-* py-* text-" id="radix-_R_klfiv5tiqbqqlb_-trigger-finetuning" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	6	<a class="underline text-" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	5	<button class="inline-* items-* justify-* gap-* font-* font-* uppercase transition-* border border-* border-* text-* bg-* data-* rounded-* cursor-* px-* py-* text-* flex-* text-* data-* data-" id="radix-_R_sklubsnmbqqlb_-trigger-output" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	5	<button class="inline-* items-* justify-* gap-* font-* font-* uppercase transition-* border border-* border-* text-* bg-* data-* rounded-* cursor-* px-* py-* text-* data-* data-" id="radix-_R_6klubsnmbqqlb_-trigger-code" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	5	<button class="inline-* items-* justify-* gap-* font-* font-* uppercase transition-* border border-* border-* text-* bg-* data-* rounded-* cursor-* px-* py-* text-* flex-* text-* data-* data-" id="radix-_R_jklubsnmbqqlb_-trigger-output" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	5	<a class="inline-* items-* justify-* whitespace-* text-* font-* transition-* disabled:pointer-* disabled:opacity-* [&_* [&_* shrink-* [&_* outline-* focus-* focus-* focus-* aria-* dark:aria-* aria-* text-* border bg-* hover:bg-* hover:text-* h-* rounded-* gap-* px-* has-*" data-slot="button" href="https://legal.mistral.ai/ai-governance/models/codestral" rel="noopener noreferrer" target="_blank">	URL 1, URL 2, URL 3, URL 4, URL 5
warning	5	<button class="inline-* items-* justify-* gap-* font-* font-* uppercase transition-* border border-* border-* text-* bg-* data-* rounded-* cursor-* px-* py-* text-* data-* data-" id="radix-_R_jklubsnmbqqlb_-trigger-code" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	5	<a class="inline-* items-* justify-* whitespace-* text-* font-* transition-* disabled:pointer-* disabled:opacity-* [&_* [&_* shrink-* [&_* outline-* focus-* focus-* focus-* aria-* dark:aria-* aria-* text-* border bg-* hover:bg-* hover:text-* h-* rounded-* gap-* px-* has-*" data-slot="button" href="https://legal.mistral.ai/ai-governance/models/voxtral-small" rel="noopener noreferrer" target="_blank">	URL 1, URL 2, URL 3, URL 4, URL 5
warning	5	<button class="inline-* items-* justify-* gap-* font-* font-* uppercase transition-* border border-* border-* text-* bg-* data-* rounded-* cursor-* px-* py-* text-* flex-* text-* data-* data-" id="radix-_R_eklubsnmbqqlb_-trigger-output" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	5	<button class="inline-* items-* justify-* gap-* font-* font-* uppercase transition-* border border-* border-* text-* bg-* data-* rounded-* cursor-* px-* py-* text-* data-* data-" id="radix-_R_sklubsnmbqqlb_-trigger-code" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	5	<a class="inline-* items-* justify-* whitespace-* text-* font-* transition-* disabled:pointer-* disabled:opacity-* [&_* [&_* shrink-* [&_* outline-* focus-* focus-* focus-* aria-* dark:aria-* aria-* text-* border bg-* hover:bg-* hover:text-* h-* rounded-* gap-* px-* has-" data-slot="button" href="https://legal.mistral.ai/ai-governance/models/mistral-small-**" rel="noopener noreferrer" target="_blank">	URL 1, URL 2, URL 3, URL 4, URL 5
warning	5	<button class="inline-* items-* justify-* gap-* font-* font-* uppercase transition-* border border-* border-* text-* bg-* data-* rounded-* cursor-* px-* py-* text-* data-* data-" id="radix-_R_eklubsnmbqqlb_-trigger-code" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	5	<button class="inline-* items-* justify-* gap-* font-* font-* uppercase transition-* border border-* border-* text-* bg-* data-* rounded-* cursor-* px-* py-* text-* flex-* text-* data-* data-" id="radix-_R_5klubsnmbqqlb_-trigger-output" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	5	<button class="inline-* items-* justify-* gap-* font-* font-* uppercase transition-* border border-* border-* text-* bg-* data-* rounded-* cursor-* px-* py-* text-* data-* data-" id="radix-_R_5klubsnmbqqlb_-trigger-code" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	5	<button class="inline-* items-* justify-* gap-* font-* font-* uppercase transition-* border border-* border-* text-* bg-* data-* rounded-* cursor-* px-* py-* text-* flex-* text-* data-* data-" id="radix-_R_6klubsnmbqqlb_-trigger-output" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	5	<button class="inline-* items-* justify-* gap-* font-* font-* uppercase transition-* border border-* border-* text-* bg-* data-* rounded-* cursor-* px-* py-* text-* flex-* text-* data-* data-" id="radix-_R_hklubsnmbqqlb_-trigger-output" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	5	<button class="inline-* items-* justify-* gap-* font-* font-* uppercase transition-* border border-* border-* text-* bg-* data-* rounded-* cursor-* px-* py-* text-* data-* data-" id="radix-_R_hklubsnmbqqlb_-trigger-code" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	4	<button class="inline-* items-* justify-* gap-* font-* font-* uppercase transition-* border border-* border-* text-* bg-* data-* rounded-* cursor-* px-* py-* text-* flex-* text-* data-* data-" id="radix-_R_tklubsnmbqqlb_-trigger-output" ** >	URL 1, URL 2, URL 3, URL 4
warning	4	<button class="inline-* items-* justify-* gap-* font-* font-* uppercase transition-* border border-* border-* text-* bg-* data-* rounded-* cursor-* px-* py-* text-* flex-* text-* data-* data-" id="radix-_R_lklubsnmbqqlb_-trigger-output" ** >	URL 1, URL 2, URL 3, URL 4
warning	4	<button class="inline-* items-* justify-* gap-* font-* font-* uppercase transition-* border border-* border-* text-* bg-* data-* rounded-* cursor-* px-* py-* text-* data-* data-" id="radix-_R_lklubsnmbqqlb_-trigger-code" ** >	URL 1, URL 2, URL 3, URL 4
warning	4	<button class="inline-* items-* justify-* gap-* font-* font-* uppercase transition-* border border-* border-* text-* bg-* data-* rounded-* cursor-* px-* py-* text-* data-* data-" id="radix-_R_cklubsnmbqqlb_-trigger-code" ** >	URL 1, URL 2, URL 3, URL 4
warning	4	<button class="inline-* items-* justify-* gap-* font-* font-* uppercase transition-* border border-* border-* text-* bg-* data-* rounded-* cursor-* px-* py-* text-* data-* data-" id="radix-_R_9klubsnmbqqlb_-trigger-code" ** >	URL 1, URL 2, URL 3, URL 4
warning	4	<button class="inline-* items-* justify-* gap-* font-* font-* uppercase transition-* border border-* border-* text-* bg-* data-* rounded-* cursor-* px-* py-* text-* flex-* text-* data-* data-" id="radix-_R_3klubsnmbqqlb_-trigger-output" ** >	URL 1, URL 2, URL 3, URL 4
warning	4	<button class="inline-* items-* justify-* gap-* font-* font-* uppercase transition-* border border-* border-* text-* bg-* data-* rounded-* cursor-* px-* py-* text-* data-* data-" id="radix-_R_3klubsnmbqqlb_-trigger-code" ** >	URL 1, URL 2, URL 3, URL 4
warning	4	<a class="relative group flex flex-* border rounded-* overflow-* transition-* bg-* hover:bg-* border-* min-* h-* p-" ** >	/cookbooks
warning	4	<button class="inline-* items-* justify-* gap-* font-* font-* uppercase transition-* border border-* border-* text-* bg-* data-* rounded-* cursor-* px-* py-* text-* data-* data-" id="radix-_R_4klubsnmbqqlb_-trigger-code" ** >	URL 1, URL 2, URL 3, URL 4
warning	4	<button class="inline-* items-* justify-* gap-* font-* font-* uppercase transition-* border border-* border-* text-* bg-* data-* rounded-* cursor-* px-* py-* text-* flex-* text-* data-* data-" id="radix-_R_9klubsnmbqqlb_-trigger-output" ** >	URL 1, URL 2, URL 3, URL 4
warning	4	<button class="inline-* items-* justify-* gap-* font-* font-* uppercase transition-* border border-* border-* text-* bg-* data-* rounded-* cursor-* px-* py-* text-* data-* data-" id="radix-_R_tklubsnmbqqlb_-trigger-code" ** >	URL 1, URL 2, URL 3, URL 4
warning	4	<a class="inline-* items-* justify-* whitespace-* text-* font-* transition-* disabled:pointer-* disabled:opacity-* [&_* [&_* shrink-* [&_* outline-* focus-* focus-* focus-* aria-* dark:aria-* aria-* text-* border bg-* hover:bg-* hover:text-* h-* rounded-* gap-* px-* has-" data-slot="button" href="https://legal.mistral.ai/ai-governance/models/mistral-large-**" rel="noopener noreferrer" target="_blank">	URL 1, URL 2, URL 3, URL 4
warning	4	<button class="inline-* items-* justify-* gap-* font-* font-* uppercase transition-* border border-* border-* text-* bg-* data-* rounded-* cursor-* px-* py-* text-* flex-* text-* data-* data-" id="radix-_R_8klubsnmbqqlb_-trigger-output" ** >	URL 1, URL 2, URL 3, URL 4
warning	4	<button class="inline-* items-* justify-* gap-* font-* font-* uppercase transition-* border border-* border-* text-* bg-* data-* rounded-* cursor-* px-* py-* text-* flex-* text-* data-* data-" id="radix-_R_4klubsnmbqqlb_-trigger-output" ** >	URL 1, URL 2, URL 3, URL 4
warning	4	<a class="inline-* items-* justify-* gap-* whitespace-* rounded-* text-* font-* transition-* disabled:pointer-* disabled:opacity-* [&_* [&_* shrink-* [&_* outline-* focus-* focus-* focus-* aria-* dark:aria-* aria-* bg-* text-* hover:bg-* h-* px-* py-* has-* pointer-*" data-slot="button" href="https://console.mistral.ai/codestral/cli?utm_source=docs&utm_medium=header_cta&utm_campaign=studio_trial" rel="noopener" target="_blank">	URL 1, URL 2, URL 3, URL 4
warning	4	<button class="inline-* items-* justify-* gap-* font-* font-* uppercase transition-* border border-* border-* text-* bg-* data-* rounded-* cursor-* px-* py-* text-* flex-* text-* data-* data-" id="radix-_R_nklubsnmbqqlb_-trigger-output" ** >	URL 1, URL 2, URL 3, URL 4
warning	4	<button class="inline-* items-* justify-* gap-* font-* font-* uppercase transition-* border border-* border-* text-* bg-* data-* rounded-* cursor-* px-* py-* text-* data-* data-" id="radix-_R_8klubsnmbqqlb_-trigger-code" ** >	URL 1, URL 2, URL 3, URL 4
warning	4	<button class="inline-* items-* justify-* gap-* font-* font-* uppercase transition-* border border-* border-* text-* bg-* data-* rounded-* cursor-* px-* py-* text-* flex-* text-* data-* data-" id="radix-_R_cklubsnmbqqlb_-trigger-output" ** >	URL 1, URL 2, URL 3, URL 4
warning	4	<button class="inline-* items-* justify-* gap-* font-* font-* uppercase transition-* border border-* border-* text-* bg-* data-* rounded-* cursor-* px-* py-* text-* data-* data-" id="radix-_R_nklubsnmbqqlb_-trigger-code" ** >	URL 1, URL 2, URL 3, URL 4
warning	3	<button class="inline-* items-* justify-* gap-* font-* font-* uppercase transition-* border border-* border-* text-* bg-* data-* rounded-* cursor-* px-* py-* text-* data-* data-" id="radix-_R_rlfiv5tiqbqqlb_-trigger-python" ** >	URL 1, URL 2, URL 3
warning	3	<button class="inline-* items-* justify-* gap-* font-* font-* uppercase transition-* border border-* border-* text-* bg-* data-* rounded-* cursor-* px-* py-* text-* flex-* text-* data-* data-" id="radix-_R_pklubsnmbqqlb_-trigger-output" ** >	URL 1, URL 2, URL 3
warning	3	<button class="inline-* items-* rounded-* font-* font-* uppercase transition-* bg-* border border-* border-* text-* hover:bg-* data-* data-* cursor-* px-* py-* ml-* justify-* text-* gap-" id="radix-_R_blfiv5tiqbqqlb_-trigger-empty" ** >	URL 1, URL 2, URL 3
warning	3	<a class="inline-* items-* justify-* whitespace-* text-* font-* transition-* disabled:pointer-* disabled:opacity-* [&_* [&_* shrink-* [&_* outline-* focus-* focus-* focus-* aria-* dark:aria-* aria-* text-* border bg-* hover:bg-* hover:text-* h-* rounded-* gap-* px-* has-" data-slot="button" href="https://legal.mistral.ai/ai-governance/models/devstral-small-**" rel="noopener noreferrer" target="_blank">	URL 1, URL 2, URL 3
warning	3	<button class="inline-* items-* justify-* gap-* font-* font-* uppercase transition-* border border-* border-* text-* bg-* data-* rounded-* cursor-* px-* py-* text-* data-* data-" id="radix-_R_vklubsnmbqqlb_-trigger-code" ** >	URL 1, URL 2, URL 3
warning	3	<a class="inline-* items-* justify-* gap-* whitespace-* rounded-* text-* font-* transition-* disabled:pointer-* disabled:opacity-* [&_* [&_* shrink-* [&_* outline-* focus-* focus-* focus-* aria-* dark:aria-* aria-* bg-* text-* hover:bg-* h-* px-* py-* has-* pointer-*" data-slot="button" href="https://console.mistral.ai/build/playground?utm_source=docs&utm_medium=header_cta&utm_campaign=studio_trial" rel="noopener" target="_blank">	URL 1, URL 2, URL 3
warning	3	<button class="inline-* items-* justify-* gap-* font-* font-* uppercase transition-* border border-* border-* text-* bg-* data-* rounded-* cursor-* px-* py-* text-* data-* data-" id="radix-_R_1hklubsnmbqqlb_-trigger-code" ** >	URL 1, URL 2, URL 3
warning	3	<button class="speakeasy-* inline-* items-* justify-* gap-* font-* font-* uppercase transition-* border border-* border-* text-* bg-* data-* rounded-* cursor-* px-* py-* text-" ** >	/api
warning	3	<button class="inline-* items-* justify-* gap-* font-* font-* uppercase transition-* border border-* border-* text-* bg-* data-* rounded-* cursor-* px-* py-* text-* flex-* text-* data-* data-" id="radix-_R_aklubsnmbqqlb_-trigger-output" ** >	URL 1, URL 2, URL 3
warning	3	<button class="inline-* items-* justify-* gap-* font-* font-* uppercase transition-* border border-* border-* text-* bg-* data-* rounded-* cursor-* px-* py-* text-* flex-* text-* data-* data-" id="radix-_R_vklubsnmbqqlb_-trigger-output" ** >	URL 1, URL 2, URL 3
warning	3	<button class="inline-* items-* justify-* gap-* font-* font-* uppercase transition-* border border-* border-* text-* bg-* data-* rounded-* cursor-* px-* py-* text-* data-* data-" id="radix-_R_4qnpfiv5tiqbqqlb_-trigger-curl" ** >	URL 1, URL 2, URL 3
warning	3	<button class="inline-* items-* justify-* gap-* font-* font-* uppercase transition-* border border-* border-* text-* bg-* data-* rounded-* cursor-* px-* py-* text-* flex-* text-* data-* data-" id="radix-_R_11klubsnmbqqlb_-trigger-output" ** >	URL 1, URL 2, URL 3
You have reached the limit of 100 rows as a protection against very large output or exhausted memory.
No rows found, please edit your search term.

(+) Show entire table

Missing roles

Found 12 row(s).

Severity	Occurs	Detail	Affected URLs (max 5)
warning	150	<header class="flex items-* sticky top-* h-* z-* max-* px-* w-* mx-* pointer-* gap-*">	URL 1, URL 2, URL 3, URL 4, URL 5
warning	150	<footer class="mt-* w-* max-* lg:w-* flex flex-* max-*">	URL 1, URL 2, URL 3, URL 4, URL 5
warning	150	<nav class="items-* flex gap-* justify-* pointer-*">	URL 1, URL 2, URL 3, URL 4, URL 5
warning	116	<nav class="flex-* max-* shrink-* min-* overflow-" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	115	<main class="relative overflow-* bg-* rounded-* border border-* flex flex-* items-* flex-* min-* max-* lg:px-*">	URL 1, URL 2, URL 3, URL 4, URL 5
warning	70	<nav class="space-* pb-* sticky top-*">	URL 1, URL 2, URL 3, URL 4, URL 5
warning	39	<aside class="flex-* h-* justify-* hidden xl:flex w-* ml-* 2xl:ml-* pl-*">	URL 1, URL 2, URL 3, URL 4, URL 5
warning	34	<main class="relative overflow-* bg-* rounded-* border border-* flex flex-* items-* min-* max-* flex-* mx-*">	URL 1, URL 2, URL 3, URL 4, URL 5
warning	32	<nav class="shrink-" ** >	URL 1, URL 2, URL 3, URL 4, URL 5
warning	31	<aside class="flex-* justify-* hidden xl:flex h-* w-* shrink-* self-*">	URL 1, URL 2, URL 3, URL 4, URL 5
warning	3	<header class="px-* py-* text-* font-* uppercase flex items-* gap-* font-" ** >	/cookbooks
warning	1	<main class="relative overflow-* bg-* rounded-* border border-* flex flex-* flex-* min-* max-* group/mdx-* !px-* items-" ** >	/api
No rows found, please edit your search term.

Missing html lang attribute

No problems found.

Security

Found 10 row(s).

Header	OK	Notice	Warning	Critical	Recommendation
Strict-Transport-Security	155	0	0	143	Strict-Transport-Security header is not set. It enforces secure connections and protects against MITM attacks.
Content-Security-Policy	155	0	0	143	Content-Security-Policy header is not set. It restricts resources the page can load and prevents XSS attacks.
Access-Control-Allow-Origin	0	0	155	0	Access-Control-Allow-Origin is set to '*' which allows any origin to access the resource. This can be a security risk.
X-Frame-Options	0	155	143	0	X-Frame-Options header is set to SAMEORIGIN which allows this origin to embed the resource in a frame.. X-Frame-Options header is not set. It prevents clickjacking attacks when set to 'deny' or 'sameorigin.
X-Content-Type-Options	155	0	143	0	X-Content-Type-Options header is not set. It stops MIME type sniffing and mitigates content type attacks.
Referrer-Policy	155	0	143	0	Referrer-Policy header is not set. It controls referrer header sharing and enhances privacy and security.
Feature-Policy	0	155	143	0	Feature-Policy header is not set but Permissions-Policy is set. That's enough.. 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	155	0	143	0	Permissions-Policy header is not set. It allows enabling/disabling browser APIs and features for security.
X-XSS-Protection	143	155	0	0	X-XSS-Protection header is set but deprecated. Consider removing it and using Content-Security-Policy instead.
Server	0	298	0	0	Server header is set to 'Vercel'. It is better not to reveal used technologies.
No rows found, please edit your search term.

Security headers

Found 12 row(s).

Severity	Occurs	Detail	Affected URLs (max 5)
critical	143	Strict-Transport-Security header is not set. It enforces secure connections and protects against MITM attacks.	URL 1, URL 2, URL 3, URL 4, URL 5
critical	143	Content-Security-Policy header is not set. It restricts resources the page can load and prevents XSS attacks.	URL 1, URL 2, URL 3, URL 4, URL 5
warning	155	Access-Control-Allow-Origin is set to '*' which allows any origin to access the resource. This can be a security risk.	URL 1, URL 2, URL 3, URL 4, URL 5
warning	143	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	143	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	143	Referrer-Policy header is not set. It controls referrer header sharing and enhances privacy and security.	URL 1, URL 2, URL 3, URL 4, URL 5
warning	143	X-Content-Type-Options header is not set. It stops MIME type sniffing and mitigates content type attacks.	URL 1, URL 2, URL 3, URL 4, URL 5
warning	143	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
notice	298	Server header is set to 'Vercel'. It is better not to reveal used technologies.	URL 1, URL 2, URL 3, URL 4, URL 5
notice	155	X-Frame-Options header is set to SAMEORIGIN which allows this origin to embed the resource in a frame.	URL 1, URL 2, URL 3, URL 4, URL 5
notice	155	X-XSS-Protection header is set but deprecated. Consider removing it and using Content-Security-Policy instead.	URL 1, URL 2, URL 3, URL 4, URL 5
notice	155	Feature-Policy header is not set but Permissions-Policy is set. That's enough.	URL 1, URL 2, URL 3, URL 4, URL 5
No rows found, please edit your search term.

TOP non-unique titles

Count 🔽	Title
8	Mistral Docs
3	Codestral - Mistral AI \| Mistral Docs
3	Mistral 7B - Mistral AI \| Mistral Docs
2	Compare Models \| Mistral Docs
2	Documentation - Mistral AI
2	Function Calling \| Mistral Docs

TOP non-unique descriptions

Count 🔽	Description
54	Documentation for the deployment and usage of Mistral AI's LLMs
2	Learn how to deploy and use Mistral AI's Large Language Models with our comprehensive documentation, guides, and tutorials.
2	Our OCR service powering our Document AI stack that enables our users to extract interleaved text and images
2	An efficient audio input model, fine-tuned and optimized for transcription purposes only.
2	Our state-of-the-art semantic for extracting representation of code extracts

SEO metadata

Found 150 row(s).

URL 🔼	Indexing	Title	H1	Description
/	Allowed	Documentation - Mistral AI	Bienvenue to Mistral AI Documentation	Learn how to deploy and use Mistral AI's Large Language Models with our comprehensive documentation, guides, and tutorials.
/agents/agents	Allowed	Agents & Conversations \| Mistral Docs	Agents & Conversations	Documentation for the deployment and usage of Mistral AI's LLMs
/agents/handoffs	Allowed	Handoffs \| Mistral Docs	Handoffs	Documentation for the deployment and usage of Mistral AI's LLMs
/agents/introduction	Allowed	Agents Introduction \| Mistral Docs	What are AI agents?	Documentation for the deployment and usage of Mistral AI's LLMs
/agents/tools	Allowed	Agents Tools Overview \| Mistral Docs	Tools	Documentation for the deployment and usage of Mistral AI's LLMs
/agents/tools/built-in	Allowed	Built-In Tools \| Mistral Docs	Built-In Tools	Documentation for the deployment and usage of Mistral AI's LLMs
/agents/tools/built-in/code_interpreter	Allowed	Code Interpreter \| Mistral Docs	Code Interpreter	Documentation for the deployment and usage of Mistral AI's LLMs
/agents/tools/built-in/document_library	Allowed	Document Library \| Mistral Docs	Document Library	Documentation for the deployment and usage of Mistral AI's LLMs
/agents/tools/built-in/image_generation	Allowed	Image Generation \| Mistral Docs	Image Generation	Documentation for the deployment and usage of Mistral AI's LLMs
/agents/tools/built-in/websearch	Allowed	Websearch \| Mistral Docs	Websearch	Documentation for the deployment and usage of Mistral AI's LLMs
/agents/tools/function_calling	Allowed	Function Calling \| Mistral Docs	Function Calling	Documentation for the deployment and usage of Mistral AI's LLMs
/agents/tools/mcp	Allowed	MCP \| Mistral Docs	MCP	Documentation for the deployment and usage of Mistral AI's LLMs
/ambassadors	Allowed	Ambassadors	Welcome to theistral	Discover the Mistral AI Ambassadors family!
/api	Allowed	API Specs	Chat Endpoints	Complete Mistral AI API Specifications
/capabilities/audio_transcription	Allowed	Mistral Docs	Audio & Transcription	Documentation for the deployment and usage of Mistral AI's LLMs
/capabilities/batch	Allowed	Batch Inference \| Mistral Docs	Batch Inference	Documentation for the deployment and usage of Mistral AI's LLMs
/capabilities/citations	Allowed	Citations & References \| Mistral Docs	Usage	Documentation for the deployment and usage of Mistral AI's LLMs
/capabilities/code_generation	Allowed	Coding \| Mistral Docs	Coding	Documentation for the deployment and usage of Mistral AI's LLMs
/capabilities/completion	Allowed	Mistral Docs	Chat Completions	Documentation for the deployment and usage of Mistral AI's LLMs
/capabilities/completion/sampling	Allowed	Sampling \| Mistral Docs	Sampling	Documentation for the deployment and usage of Mistral AI's LLMs
/capabilities/completion/usage	Allowed	Usage \| Mistral Docs	Usage	Documentation for the deployment and usage of Mistral AI's LLMs
/capabilities/document_ai	Allowed	Mistral Docs	Document AI	Documentation for the deployment and usage of Mistral AI's LLMs
/capabilities/document_ai/annotations	Allowed	Annotations \| Mistral Docs	Annotations	Documentation for the deployment and usage of Mistral AI's LLMs
/capabilities/document_ai/basic_ocr	Allowed	OCR Processor \| Mistral Docs	Document AI - OCR Processor	Documentation for the deployment and usage of Mistral AI's LLMs
/capabilities/document_ai/document_qna	Allowed	Document QnA \| Mistral Docs	Document AI QnA	Documentation for the deployment and usage of Mistral AI's LLMs
/capabilities/embeddings	Allowed	Mistral Docs	Embeddings	Documentation for the deployment and usage of Mistral AI's LLMs
/capabilities/function_calling	Allowed	Function Calling \| Mistral Docs	Function Calling	Documentation for the deployment and usage of Mistral AI's LLMs
/capabilities/guardrailing	Allowed	Moderation & Guardrailing \| Mistral Docs	Moderation & Guardrailing	Documentation for the deployment and usage of Mistral AI's LLMs
/capabilities/predicted_outputs	Allowed	Predicted outputs \| Mistral Docs	Predicted Outputs	Documentation for the deployment and usage of Mistral AI's LLMs
/capabilities/reasoning	Allowed	Reasoning \| Mistral Docs	Reasoning	Documentation for the deployment and usage of Mistral AI's LLMs
/capabilities/structured_output	Allowed	Mistral Docs	Structured Outputs	Documentation for the deployment and usage of Mistral AI's LLMs
/capabilities/vision	Allowed	Vision \| Mistral Docs	Vision	Documentation for the deployment and usage of Mistral AI's LLMs
/cookbooks	Allowed	Cookbooks - Mistral AI	Mistral AI Cookbooks	Discover Mistral AI technologies capabilities from basic tutorials to advanced use cases
/cookbooks/mistral-agents-agents_api-financial_analyst-readme	Allowed	Financial Analyst with MistralAI Agents API and MCP - Mistral AI Cookbook	Financial Analyst with MistralAI Agents API and MCP	Learn Financial Analyst with MistralAI Agents API and MCP with practical examples and code snippets using Mistral AI's LLMs.
/cookbooks/mistral-agents-agents_api-food_diet_companion-readme	Allowed	Build NutriSense - An AI-powered food diet companion - Mistral AI Cookbook	Build NutriSense - An AI-powered food diet companion	Learn Build NutriSense - An AI-powered food diet companion with practical examples and code snippets using Mistral AI's LLMs.
/cookbooks/mistral-agents-non_framework-agentic_workflows-parallel_subtask_agentic_workflow	Allowed	Parallel Subtask Agent Workflow - Mistral AI Cookbook	Parallel Subtask Agent Workflow	Learn Parallel Subtask Agent Workflow with practical examples and code snippets using Mistral AI's LLMs.
/cookbooks/mistral-agents-non_framework-hubspot_dynamic_multi_agent…bspot_dynamic_multi_agent_system	Allowed	HubSpot Dynamic Multi-Agent System with Magistral Reasoning - Mistral AI Cookbook	HubSpot Dynamic Multi-Agent System with Magistral Reasoning	Learn HubSpot Dynamic Multi-Agent System with Magistral Reasoning with practical examples and code snippets using Mistral AI's LLMs.
/cookbooks/mistral-agents-non_framework-transcript_linearticket_agent-transcripttolinearticketagent	Allowed	Call Transcript-to-PRD-to-Ticket Agent: Converting Meeting Transcripts to Linear Tickets using Mistral AI LLMs - Mistral AI Cookbook	Call Transcript-to-PRD-to-Ticket Agent: Converting Meeting Transcripts to Linear Tickets using Mistral AI LLMs	Learn Call Transcript-to-PRD-to-Ticket Agent: Converting Meeting Transcripts to Linear Tickets using Mistral AI LLMs with practical examples and code snippets using Mistral AI's LLMs.
/cookbooks/mistral-classifier_factory-moderation_classifier	Allowed	Moderation: Train your own moderation service - Mistral AI Cookbook	Moderation: Train your own moderation service	Learn Moderation: Train your own moderation service with practical examples and code snippets using Mistral AI's LLMs.
/cookbooks/mistral-data_generation-synthetic_data_gen_and_finetune	Allowed	Fine-tuning with Synthetically Generated Data - Mistral AI Cookbook	Fine-tuning with Synthetically Generated Data	Learn Fine-tuning with Synthetically Generated Data with practical examples and code snippets using Mistral AI's LLMs.
/cookbooks/mistral-evaluation-evaluation	Allowed	How to evaluate LLMs - Mistral AI Cookbook	How to evaluate LLMs	Learn How to evaluate LLMs with practical examples and code snippets using Mistral AI's LLMs.
/cookbooks/mistral-evaluation-rag_evaluation	Allowed	Evaluating RAG: Using Mistral Models for LLM as a Judge (With Structured Outputs) - Mistral AI Cookbook	Evaluating RAG: Using Mistral Models for LLM as a Judge (With Structured Outputs)	Learn Evaluating RAG: Using Mistral Models for LLM as a Judge (With Structured Outputs) with practical examples and code snippets using Mistral AI's LLMs.
/cookbooks/mistral-lechat_custom_mcp_server-tic-tac-toe-readme	Allowed	Build a Custom MCP Server on LeChat: Tic-Tac-Toe with MistralAI - Mistral AI Cookbook	Build a Custom MCP Server on LeChat: Tic-Tac-Toe with MistralAI	Learn Build a Custom MCP Server on LeChat: Tic-Tac-Toe with MistralAI with practical examples and code snippets using Mistral AI's LLMs.
/cookbooks/mistral-ocr-document_understanding	Allowed	Chat with your Documents with built-in Document QnA - Mistral AI Cookbook	Chat with your Documents with built-in Document QnA	Learn Chat with your Documents with built-in Document QnA with practical examples and code snippets using Mistral AI's LLMs.
/cookbooks/mistral-ocr-documentchunking-readme	Allowed	Document Chunking - Mistral AI Cookbook	Document Chunking	Learn Document Chunking with practical examples and code snippets using Mistral AI's LLMs.
/cookbooks/mistral-ocr-product_datasheet_analysis-product_datasheet_analysis	Allowed	Product Datasheet Analysis using Document AI - Mistral AI Cookbook	Product Datasheet Analysis using Document AI	Learn Product Datasheet Analysis using Document AI with practical examples and code snippets using Mistral AI's LLMs.
/cookbooks/mistral-ocr-tool_usage	Allowed	Document Comprehension with Any Model via Tool Usage and OCR - Mistral AI Cookbook	Document Comprehension with Any Model via Tool Usage and OCR	Learn Document Comprehension with Any Model via Tool Usage and OCR with practical examples and code snippets using Mistral AI's LLMs.
/cookbooks/mistral-rag-mistral-reference-rag	Allowed	Web Search with References - Mistral AI Cookbook	Web Search with References	Learn Web Search with References with practical examples and code snippets using Mistral AI's LLMs.
/cookbooks/third_party-azure_ai_search-azure_ai_search_rag	Allowed	RAG with Mistral AI, Azure AI Search and Azure AI Studio - Mistral AI Cookbook	RAG with Mistral AI, Azure AI Search and Azure AI Studio	Learn RAG with Mistral AI, Azure AI Search and Azure AI Studio with practical examples and code snippets using Mistral AI's LLMs.
/cookbooks/third_party-camel_ai-camel_graph_rag	Allowed	🐫 Using CAMEL to Do Graph RAG with Mistral Models - Mistral AI Cookbook	🐫 Using CAMEL to Do Graph RAG with Mistral Models	Learn 🐫 Using CAMEL to Do Graph RAG with Mistral Models with practical examples and code snippets using Mistral AI's LLMs.
/cookbooks/third_party-camel_ai-camel_roleplaying_scraper	Allowed	🐫 CAMEL Role-Playing Scraper for Report & Knowledge Graph Generation - Mistral AI Cookbook	🐫 CAMEL Role-Playing Scraper for Report & Knowledge Graph Generation	Learn 🐫 CAMEL Role-Playing Scraper for Report & Knowledge Graph Generation with practical examples and code snippets using Mistral AI's LLMs.
/cookbooks/third_party-chainlit-chainlit_mistral_reasoning	Allowed	Build a Chainlit App with Mistral AI - Mistral AI Cookbook	Build a Chainlit App with Mistral AI	Learn Build a Chainlit App with Mistral AI with practical examples and code snippets using Mistral AI's LLMs.
/cookbooks/third_party-haystack-haystack_chat_with_docs	Allowed	Using Mistral AI with Haystack - Mistral AI Cookbook	Using Mistral AI with Haystack	Learn Using Mistral AI with Haystack with practical examples and code snippets using Mistral AI's LLMs.
/cookbooks/third_party-indexify-pdf-summarization-pdf-summarization	Allowed	PDF Summarization with Indexify and Mistral - Mistral AI Cookbook	PDF Summarization with Indexify and Mistral	Learn PDF Summarization with Indexify and Mistral with practical examples and code snippets using Mistral AI's LLMs.
/cookbooks/third_party-langtrace-langtrace_mistral	Allowed	RAG Observability with Mistral AI and Langtrace - Mistral AI Cookbook	RAG Observability with Mistral AI and Langtrace	Learn RAG Observability with Mistral AI and Langtrace with practical examples and code snippets using Mistral AI's LLMs.
/cookbooks/third_party-llamaindex-llamaindex_agentic_rag	Allowed	Using Mistral AI with LlamaIndex - Mistral AI Cookbook	Using Mistral AI with LlamaIndex	Learn Using Mistral AI with LlamaIndex with practical examples and code snippets using Mistral AI's LLMs.
/cookbooks/third_party-llamaindex-propertygraphs-property_graph_predefined_schema	Allowed	Property Graph with Pre-defined Schemas - Mistral AI Cookbook	Property Graph with Pre-defined Schemas	Learn Property Graph with Pre-defined Schemas with practical examples and code snippets using Mistral AI's LLMs.
/cookbooks/third_party-mesop-readme	Allowed	Chat with Your PDF using Mistral and Mesop - Mistral AI Cookbook	Chat with Your PDF using Mistral and Mesop	Learn Chat with Your PDF using Mistral and Mesop with practical examples and code snippets using Mistral AI's LLMs.
/cookbooks/third_party-milvus-milvus_rag_french_parliament	Allowed	Build a RAG application with Milvus Lite, Mistral and Llama-index - Mistral AI Cookbook	Build a RAG application with Milvus Lite, Mistral and Llama-index	Learn Build a RAG application with Milvus Lite, Mistral and Llama-index with practical examples and code snippets using Mistral AI's LLMs.
/cookbooks/third_party-mongodb-mongodb_mistral	Allowed	RAG with Mistral AI and MongoDB - Mistral AI Cookbook	RAG with Mistral AI and MongoDB	Learn RAG with Mistral AI and MongoDB with practical examples and code snippets using Mistral AI's LLMs.
/cookbooks/third_party-neon-neon_text_to_sql	Allowed	Building a Text-to-SQL conversion system with Mistral AI, Neon, and LangChain - Mistral AI Cookbook	Building a Text-to-SQL conversion system with Mistral AI, Neon, and LangChain	Learn Building a Text-to-SQL conversion system with Mistral AI, Neon, and LangChain with practical examples and code snippets using Mistral AI's LLMs.
/cookbooks/third_party-phoenix-arize_phoenix_evaluate_rag	Allowed	RAG Observability with Mistral AI and Phoenix - Mistral AI Cookbook	RAG Observability with Mistral AI and Phoenix	Learn RAG Observability with Mistral AI and Phoenix with practical examples and code snippets using Mistral AI's LLMs.
/cookbooks/third_party-pinecone-pinecone_rag	Allowed	RAG with Mistral AI and Pinecone - Mistral AI Cookbook	RAG with Mistral AI and Pinecone	Learn RAG with Mistral AI and Pinecone with practical examples and code snippets using Mistral AI's LLMs.
/cookbooks/third_party-streamlit-readme	Allowed	Chat with Your PDF using Mistral and Streamlit - Mistral AI Cookbook	Chat with Your PDF using Mistral and Streamlit	Learn Chat with Your PDF using Mistral and Streamlit with practical examples and code snippets using Mistral AI's LLMs.
/cookbooks/third_party-wandb-02_finetune_and_eval	Allowed	Mistral and Weights & Biases: Finetune an LLM judge so detect hallucination - Mistral AI Cookbook	Mistral and Weights & Biases: Finetune an LLM judge so detect hallucination	Learn Mistral and Weights & Biases: Finetune an LLM judge so detect hallucination with practical examples and code snippets using Mistral AI's LLMs.
/deployment/ai-studio	Allowed	Mistral Docs	AI Studio	Documentation for the deployment and usage of Mistral AI's LLMs
/deployment/cloud	Allowed	Cloud \| Mistral Docs	Cloud	Documentation for the deployment and usage of Mistral AI's LLMs
/deployment/cloud/outscale	Allowed	Outscale \| Mistral Docs	Outscale	Documentation for the deployment and usage of Mistral AI's LLMs
/deployment/self-deployment	Allowed	Self-Deployment \| Mistral Docs	Self-Deployment	Documentation for the deployment and usage of Mistral AI's LLMs
/deployment/self-deployment/cerebrium	Allowed	Cerebrium \| Mistral Docs	Deploy with Cerebrium	Documentation for the deployment and usage of Mistral AI's LLMs
/deployment/self-deployment/cloudflare	Allowed	Cloudflare Workers AI \| Mistral Docs	Deploy with Cloudflare Workers AI	Documentation for the deployment and usage of Mistral AI's LLMs
/deployment/self-deployment/skypilot	Allowed	SkyPilot \| Mistral Docs	Deploy with SkyPilot	Documentation for the deployment and usage of Mistral AI's LLMs
/deployment/self-deployment/tgi	Allowed	TGI \| Mistral Docs	Text Generation Inference	Documentation for the deployment and usage of Mistral AI's LLMs
/deployment/self-deployment/trt	Allowed	TensorRT \| Mistral Docs	TensorRT	Documentation for the deployment and usage of Mistral AI's LLMs
/deployment/self-deployment/vllm	Allowed	vLLM \| Mistral Docs	vLLM	Documentation for the deployment and usage of Mistral AI's LLMs
/deprecated/customization	Allowed	Model Customization \| Mistral Docs	Model Customization	Documentation for the deployment and usage of Mistral AI's LLMs
/deprecated/finetuning	Allowed	Mistral Docs	Fine-tuning	Documentation for the deployment and usage of Mistral AI's LLMs
/deprecated/safe_prompt	Allowed	Safe Prompt \| Mistral Docs	Safe Prompt	Documentation for the deployment and usage of Mistral AI's LLMs
/getting-started/changelog	Allowed	Changelog \| Mistral Docs	Changelog	Find out about all the latest changes to our tool.
/getting-started/clients	Allowed	SDK Clients \| Mistral Docs	SDK Clients	Documentation for the deployment and usage of Mistral AI's LLMs
/getting-started/glossary	Allowed	Glossary \| Mistral Docs	Glossary	Documentation for the deployment and usage of Mistral AI's LLMs
/getting-started/introduction	Allowed	Documentation - Mistral AI	Bienvenue to Mistral AI Documentation	Learn how to deploy and use Mistral AI's Large Language Models with our comprehensive documentation, guides, and tutorials.
/getting-started/models	Allowed	Mistral Docs	Models	Documentation for the deployment and usage of Mistral AI's LLMs
/getting-started/models/compare	Allowed	Compare Models \| Mistral Docs	Missing H1	Documentation for the deployment and usage of Mistral AI's LLMs
/getting-started/models/compare?models=mistral-medium-3-1-25-08	Allowed	Compare Models \| Mistral Docs	Missing H1	Documentation for the deployment and usage of Mistral AI's LLMs
/getting-started/quickstart	Allowed	Quickstart \| Mistral Docs	Quickstart	Documentation for the deployment and usage of Mistral AI's LLMs
/mistral-vibe/agents-skills	Allowed	Agents & Skills \| Mistral Docs	Agents & Skills	Documentation for the deployment and usage of Mistral AI's LLMs
/mistral-vibe/introduction	Allowed	CLI Introduction \| Mistral Docs	CLI Introduction	Documentation for the deployment and usage of Mistral AI's LLMs
/mistral-vibe/introduction/configuration	Allowed	Configuration \| Mistral Docs	Configuration	Documentation for the deployment and usage of Mistral AI's LLMs
/mistral-vibe/local	Allowed	Offline / Local \| Mistral Docs	Offline / Local	Documentation for the deployment and usage of Mistral AI's LLMs
/models/codestral-24-05	Allowed	Codestral - Mistral AI \| Mistral Docs	Codestral	Our first cutting-edge language model for coding and FIM, released under the MNPL license.
/models/codestral-25-01	Allowed	Codestral - Mistral AI \| Mistral Docs	Codestral	Our cutting-edge language model for coding. Codestral specializes in low-latency, high-frequency tasks such as fill-in-the-middle (FIM), code correction and test generation.
/models/codestral-25-08	Allowed	Codestral - Mistral AI \| Mistral Docs	Codestral	Our cutting-edge language model for code completion released end of July 2025, Codestral specializes in low-latency, high-frequency tasks such as fill-in-the-middle (FIM) and code generation.
/models/codestral-embed-25-05	Allowed	Codestral Embed - Mistral AI \| Mistral Docs	Codestral Embed	Our state-of-the-art semantic for extracting representation of code extracts
/models/codestral-mamba-7b-0-1	Allowed	Codestral Mamba 7B - Mistral AI \| Mistral Docs	Codestral Mamba 7B	A coding dedicated model using a mamba 2 architecture for research purposes under an open license.
/models/devstral-2-25-12	Allowed	Devstral 2 - Mistral AI \| Mistral Docs	Devstral 2	Our frontier code agents model for solving software engineering tasks; excels at using tools to explore codebases, editing multiple files and power software engineering agents.
/models/devstral-medium-1-0-25-07	Allowed	Devstral Medium 1.0 - Mistral AI \| Mistral Docs	Devstral Medium 1.0	An enterprise grade text model, that excels at using tools to explore codebases, editing multiple files and power software engineering agents.
/models/devstral-small-1-0-25-05	Allowed	Devstral Small 1.0 - Mistral AI \| Mistral Docs	Devstral Small 1.0	A 24B text model, open source model that excels at using tools to explore codebases, editing multiple files and power software engineering agents.
/models/devstral-small-1-1-25-07	Allowed	Devstral Small 1.1 - Mistral AI \| Mistral Docs	Devstral Small 1.1	An update to our open source model that excels at using tools to explore codebases, editing multiple files and power software engineering agents. Learn more in our [blog post](https://mistral.ai/news/devstral-2507)
/models/devstral-small-2-25-12	Allowed	Devstral Small 2 - Mistral AI \| Mistral Docs	Devstral Small 2	Our open source model that excels at using tools to explore codebases, editing multiple files and power software engineering agents.
/models/labs	Allowed	Labs \| Mistral Docs	Labs	Documentation for the deployment and usage of Mistral AI's LLMs
/models/leanstral-26-03	Allowed	Leanstral - Mistral AI \| Mistral Docs	Leanstral	Our first open-source code agent designed for Lean 4, built for formal proof engineering in realistic repositories. 119B parameters with 6.5B active.
/models/magistral-medium-1-0-25-06	Allowed	Magistral Medium 1.0 - Mistral AI \| Mistral Docs	Magistral Medium 1.0	Our first frontier-class reasoning model released June 2025.
/models/magistral-medium-1-1-25-07	Allowed	Magistral Medium 1.1 - Mistral AI \| Mistral Docs	Magistral Medium 1.1	Our frontier-class reasoning model released July 2025.
/models/magistral-medium-1-2-25-09	Allowed	Magistral Medium 1.2 - Mistral AI \| Mistral Docs	Magistral Medium 1.2	Our frontier-class multimodal reasoning model update of September 2025.
/models/magistral-small-1-0-25-06	Allowed	Magistral Small 1.0 - Mistral AI \| Mistral Docs	Magistral Small 1.0	Our first small reasoning model released June 2025. Learn more in our [blog post](https://mistral.ai/news/magistral/)
/models/magistral-small-1-1-25-07	Allowed	Magistral Small 1.1 - Mistral AI \| Mistral Docs	Magistral Small 1.1	Our small reasoning model released July 2025.
/models/magistral-small-1-2-25-09	Allowed	Magistral Small 1.2 - Mistral AI \| Mistral Docs	Magistral Small 1.2	Our small multimodal reasoning model update of September 2025.
/models/mathstral-7b-0-1	Allowed	Mathstral 7B - Mistral AI \| Mistral Docs	Mathstral 7B	A math dedicated model for research purposes under an open license.
/models/ministral-3-14b-25-12	Allowed	Ministral 3 14B - Mistral AI \| Mistral Docs	Ministral 3 14B	Ministral 3 14B is the largest model in the Ministral 3 family, offering state-of-the-art capabilities and performance comparable to its larger Mistral Small 3.2 24B counterpart. Optimized for local deployment, it delivers high performance across diverse hardware, including local setups.
/models/ministral-3-3b-25-12	Allowed	Ministral 3 3B - Mistral AI \| Mistral Docs	Ministral 3 3B	Ministral 3 3B is the smallest and most efficient model in the Ministral 3 family, offering robust language and vision capabilities in a compact package. Designed for edge deployment, it delivers high performance across diverse hardware, including local setups.
/models/ministral-3-8b-25-12	Allowed	Ministral 3 8B - Mistral AI \| Mistral Docs	Ministral 3 8B	Ministral 3 8B is a powerful and efficient model in the Ministral 3 family, offering best-in-class text and vision capabilities. Built for edge deployment, it delivers high performance across diverse hardware, including local setups.
/models/ministral-3b-24-1	Allowed	Ministral 3B - Mistral AI \| Mistral Docs	Ministral 3B	World’s best edge model.
/models/ministral-8b-24-1	Allowed	Ministral 8B - Mistral AI \| Mistral Docs	Ministral 8B	Powerful edge model with extremely high performance/price ratio. Learn more in our [blog post](https://mistral.ai/news/ministraux/)
/models/mistral-7b-0-1	Allowed	Mistral 7B - Mistral AI \| Mistral Docs	Mistral 7B	Our very first open model, SOTA competing against models up to 2 to 3x larger.
/models/mistral-7b-0-2	Allowed	Mistral 7B - Mistral AI \| Mistral Docs	Mistral 7B	An update to our first open model with better context.
/models/mistral-7b-0-3	Allowed	Mistral 7B - Mistral AI \| Mistral Docs	Mistral 7B	A minor update to our first open model.
/models/mistral-embed-23-12	Allowed	Mistral Embed - Mistral AI \| Mistral Docs	Mistral Embed	Our state-of-the-art semantic for extracting representation of code extracts
/models/mistral-large-1-0-24-02	Allowed	Mistral Large 1.0 - Mistral AI \| Mistral Docs	Mistral Large 1.0	Our first and larger SOTA model for enterprise use cases with powerfull chat capabilities.
/models/mistral-large-2-0-24-07	Allowed	Mistral Large 2.0 - Mistral AI \| Mistral Docs	Mistral Large 2.0	A powerfull model with open weights under a MRL license, competing agains SOTA much larger models.
/models/mistral-large-2-1-24-11	Allowed	Mistral Large 2.1 - Mistral AI \| Mistral Docs	Mistral Large 2.1	Our top-tier large model for high-complexity tasks with the lastest version released November 2024.
/models/mistral-large-3-25-12	Allowed	Mistral Large 3 - Mistral AI \| Mistral Docs	Mistral Large 3	Mistral Large 3, is a state-of-the-art, open-weight, general-purpose multimodal model with a granular Mixture-of-Experts architecture. It features 41B active parameters and 675B total parameters.
/models/mistral-medium-1-0-23-12	Allowed	Mistral Medium 1.0 - Mistral AI \| Mistral Docs	Mistral Medium 1.0	Our first SOTA enterprise grade model.
/models/mistral-medium-3-1-25-08	Allowed	Mistral Medium 3.1 - Mistral AI \| Mistral Docs	Mistral Medium 3.1	Our frontier-class multimodal model released August 2025. Improving tone and performance.
/models/mistral-medium-3-25-05	Allowed	Mistral Medium 3 - Mistral AI \| Mistral Docs	Mistral Medium 3	Our frontier-class multimodal model released May 2025. Learn more in our [blog post](https://mistral.ai/news/mistral-medium-3/)
/models/mistral-moderation-24-11	Allowed	Mistral Moderation - Mistral AI \| Mistral Docs	Mistral Moderation	Our moderation service that enables our users to detect harmful text content
/models/mistral-moderation-26-03	Allowed	Mistral Moderation 2 - Mistral AI \| Mistral Docs	Mistral Moderation 2	Our latest moderation model with 128k context window and jailbreaking detection, based on Ministral 3B. Strong performance on complex multilingual data including long multi-turn conversations.
/models/mistral-nemo-12b-24-07	Allowed	Mistral Nemo 12B - Mistral AI \| Mistral Docs	Mistral Nemo 12B	Our best multilingual open source model released July 2024.
/models/mistral-next	Allowed	Mistral Next - Mistral AI \| Mistral Docs	Mistral Next	A prototype model, designed to be brief and concise.
/models/mistral-saba-25-02	Allowed	Mistral Saba - Mistral AI \| Mistral Docs	Mistral Saba	A finetuned Small model trained on meticulously curated datasets from across the Middle East and South Asia.
/models/mistral-small-1-0-24-02	Allowed	Mistral Small 1.0 - Mistral AI \| Mistral Docs	Mistral Small 1.0	An enterprise grade small model for efficiency.
/models/mistral-small-2-0-24-09	Allowed	Mistral Small 2.0 - Mistral AI \| Mistral Docs	Mistral Small 2.0	An update to our efficient small model with open weights under an MRL license.
/models/mistral-small-3-0-25-01	Allowed	Mistral Small 3.0 - Mistral AI \| Mistral Docs	Mistral Small 3.0	A small efficient and powerfull 24B open model for personal or commercial use.
/models/mistral-small-3-1-25-03	Allowed	Mistral Small 3.1 - Mistral AI \| Mistral Docs	Mistral Small 3.1	A new leader in the small models category with image understanding capabilities, released March 2025.
/models/mistral-small-3-2-25-06	Allowed	Mistral Small 3.2 - Mistral AI \| Mistral Docs	Mistral Small 3.2	An update to our previous small model, released June 2025.
/models/mistral-small-4-0-26-03	Allowed	Mistral Small 4 - Mistral AI \| Mistral Docs	Mistral Small 4	Our powerful hybrid model unifying instruct, reasoning, and coding capabilities in a single model. 119B parameters with 6.5B active.
/models/mistral-small-creative-25-12	Allowed	Mistral Small Creative - Mistral AI \| Mistral Docs	Mistral Small Creative	An experimental specialized small model trained on meticulously curated data, designed for creative writing, narrative generation, roleplay and character-driven dialog, general-purpose instruction following and conversational agents.
/models/mixtral-8x22b-0-1-0-3	Allowed	Mixtral 8x22B - Mistral AI \| Mistral Docs	Mixtral 8x22B	A large open MoE model competing with much larger dense models.
/models/mixtral-8x7b-0-1	Allowed	Mixtral 8x7B - Mistral AI \| Mistral Docs	Mixtral 8x7B	Our first open MoE model, SOTA competing against models up to 2 to 3x larger.
/models/ocr-2-25-05	Allowed	OCR 2 - Mistral AI \| Mistral Docs	OCR 2	Our OCR service powering our Document AI stack that enables our users to extract interleaved text and images
/models/ocr-25-03	Allowed	OCR - Mistral AI \| Mistral Docs	OCR	Our first OCR optimized model.
/models/ocr-3-25-12	Allowed	OCR 3 - Mistral AI \| Mistral Docs	OCR 3	Our OCR service powering our Document AI stack that enables our users to extract interleaved text and images
/models/pixtral-12b-24-09	Allowed	Pixtral 12B - Mistral AI \| Mistral Docs	Pixtral 12B	A 12B model with image understanding capabilities in addition to text.
/models/pixtral-large-24-11	Allowed	Pixtral Large - Mistral AI \| Mistral Docs	Pixtral Large	Our first frontier-class multimodal model released November 2024. Learn more in our [blog post](https://mistral.ai/news/pixtral-large/)
/models/voxtral-mini-25-07	Allowed	Voxtral Mini - Mistral AI \| Mistral Docs	Voxtral Mini	A mini version of our first audio input model.
/models/voxtral-mini-transcribe-25-07	Allowed	Voxtral Mini Transcribe - Mistral AI \| Mistral Docs	Voxtral Mini Transcribe	An efficient audio input model, fine-tuned and optimized for transcription purposes only.
/models/voxtral-mini-transcribe-26-02	Allowed	Voxtral Mini Transcribe 2 - Mistral AI \| Mistral Docs	Voxtral Mini Transcribe 2	An efficient audio input model, fine-tuned and optimized for transcription purposes only.
/models/voxtral-mini-transcribe-realtime-26-02	Allowed	Voxtral Mini Transcribe Realtime - Mistral AI \| Mistral Docs	Voxtral Mini Transcribe Realtime	An efficient audio input model, fine-tuned and optimized for live transcription purposes only.
/models/voxtral-small-25-07	Allowed	Voxtral Small - Mistral AI \| Mistral Docs	Voxtral Small	Our first model with audio input capabilities for instruct use cases.
/robots	Allowed	Mistral AI Crawlers \| Mistral Docs	MistralAI-User	Documentation for the deployment and usage of Mistral AI's LLMs
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URL 🔼	OG Title	OG Description	OG Image	Twitter Title	Twitter Description	Twitter Image
/	Mistral AI Documentation	Learn how to deploy and use Mistral AI's Large Language Models with our comprehensive documentation, guides, and tutorials.	//api/og?title=Documentation&description=Bienvenue+to+Mistral+AI%E2…ac43737b1772fef112ba3141047022b0	Mistral AI Documentation	Learn how to deploy and use Mistral AI's Large Language Models with our comprehensive documentation, guides, and tutorials.	//api/og?title=Documentation&description=Bienvenue+to+Mistral+AI%E2…ac43737b1772fef112ba3141047022b0
/agents/agents	Agents & Conversations \| Mistral Docs	Documentation for the deployment and usage of Mistral AI's LLMs	/api/og?eyebraw=agents+%3E+agents&title=Agents+%26+Conversations&ty…+to+Mistral+AI%27s+Documentation	Agents & Conversations \| Mistral Docs	Documentation for the deployment and usage of Mistral AI's LLMs	/api/og?eyebraw=agents+%3E+agents&title=Agents+%26+Conversations&ty…+to+Mistral+AI%27s+Documentation
/agents/handoffs	Handoffs \| Mistral Docs	Documentation for the deployment and usage of Mistral AI's LLMs	/api/og?eyebraw=agents+%3E+handoffs&title=Handoffs&type=generic&des…+to+Mistral+AI%27s+Documentation	Handoffs \| Mistral Docs	Documentation for the deployment and usage of Mistral AI's LLMs	/api/og?eyebraw=agents+%3E+handoffs&title=Handoffs&type=generic&des…+to+Mistral+AI%27s+Documentation
/agents/introduction	Agents Introduction \| Mistral Docs	Documentation for the deployment and usage of Mistral AI's LLMs	/api/og?eyebraw=agents+%3E+introduction&title=Agents+Introduction&t…+to+Mistral+AI%27s+Documentation	Agents Introduction \| Mistral Docs	Documentation for the deployment and usage of Mistral AI's LLMs	/api/og?eyebraw=agents+%3E+introduction&title=Agents+Introduction&t…+to+Mistral+AI%27s+Documentation
/agents/tools	Agents Tools Overview \| Mistral Docs	Documentation for the deployment and usage of Mistral AI's LLMs	/api/og?eyebraw=agents+%3E+tools&title=Agents+Tools+Overview&type=g…+to+Mistral+AI%27s+Documentation	Agents Tools Overview \| Mistral Docs	Documentation for the deployment and usage of Mistral AI's LLMs	/api/og?eyebraw=agents+%3E+tools&title=Agents+Tools+Overview&type=g…+to+Mistral+AI%27s+Documentation
/agents/tools/built-in	Built-In Tools \| Mistral Docs	Documentation for the deployment and usage of Mistral AI's LLMs	/api/og?eyebraw=agents+%3E+tools+%3E+built-in&title=Built-In+Tools&…+to+Mistral+AI%27s+Documentation	Built-In Tools \| Mistral Docs	Documentation for the deployment and usage of Mistral AI's LLMs	/api/og?eyebraw=agents+%3E+tools+%3E+built-in&title=Built-In+Tools&…+to+Mistral+AI%27s+Documentation
/agents/tools/built-in/code_interpreter	Code Interpreter \| Mistral Docs	Documentation for the deployment and usage of Mistral AI's LLMs	/api/og?eyebraw=agents+%3E+tools+%3E+built-in+%3E+code+interpreter&…+to+Mistral+AI%27s+Documentation	Code Interpreter \| Mistral Docs	Documentation for the deployment and usage of Mistral AI's LLMs	/api/og?eyebraw=agents+%3E+tools+%3E+built-in+%3E+code+interpreter&…+to+Mistral+AI%27s+Documentation
/agents/tools/built-in/document_library	Document Library \| Mistral Docs	Documentation for the deployment and usage of Mistral AI's LLMs	/api/og?eyebraw=agents+%3E+tools+%3E+built-in+%3E+document+library&…+to+Mistral+AI%27s+Documentation	Document Library \| Mistral Docs	Documentation for the deployment and usage of Mistral AI's LLMs	/api/og?eyebraw=agents+%3E+tools+%3E+built-in+%3E+document+library&…+to+Mistral+AI%27s+Documentation
/agents/tools/built-in/image_generation	Image Generation \| Mistral Docs	Documentation for the deployment and usage of Mistral AI's LLMs	/api/og?eyebraw=agents+%3E+tools+%3E+built-in+%3E+image+generation&…+to+Mistral+AI%27s+Documentation	Image Generation \| Mistral Docs	Documentation for the deployment and usage of Mistral AI's LLMs	/api/og?eyebraw=agents+%3E+tools+%3E+built-in+%3E+image+generation&…+to+Mistral+AI%27s+Documentation
/agents/tools/built-in/websearch	Websearch \| Mistral Docs	Documentation for the deployment and usage of Mistral AI's LLMs	/api/og?eyebraw=agents+%3E+tools+%3E+built-in+%3E+websearch&title=W…+to+Mistral+AI%27s+Documentation	Websearch \| Mistral Docs	Documentation for the deployment and usage of Mistral AI's LLMs	/api/og?eyebraw=agents+%3E+tools+%3E+built-in+%3E+websearch&title=W…+to+Mistral+AI%27s+Documentation
/agents/tools/function_calling	Function Calling \| Mistral Docs	Documentation for the deployment and usage of Mistral AI's LLMs	/api/og?eyebraw=agents+%3E+tools+%3E+function+calling&title=Functio…+to+Mistral+AI%27s+Documentation	Function Calling \| Mistral Docs	Documentation for the deployment and usage of Mistral AI's LLMs	/api/og?eyebraw=agents+%3E+tools+%3E+function+calling&title=Functio…+to+Mistral+AI%27s+Documentation
/agents/tools/mcp	MCP \| Mistral Docs	Documentation for the deployment and usage of Mistral AI's LLMs	/api/og?eyebraw=agents+%3E+tools+%3E+mcp&title=MCP&type=generic&des…+to+Mistral+AI%27s+Documentation	MCP \| Mistral Docs	Documentation for the deployment and usage of Mistral AI's LLMs	/api/og?eyebraw=agents+%3E+tools+%3E+mcp&title=MCP&type=generic&des…+to+Mistral+AI%27s+Documentation
/ambassadors	Ambassadors	Discover the Mistral AI Ambassadors family!	//api/og?title=Ambassadors&description=Discover+the+Mistral+AI+Amba…ac43737b1772fef112ba3141047022b0	Ambassadors	Discover the Mistral AI Ambassadors family!	//api/og?title=Ambassadors&description=Discover+the+Mistral+AI+Amba…ac43737b1772fef112ba3141047022b0
/api	API Specs	Complete Mistral AI API Specifications	/api/og?type=generic&eyebrow=API%20Specs&title=API%20Specs&descript…tral%20AI%20API%20Specifications	API Specs	Complete Mistral AI API Specifications	/api/og?type=generic&eyebrow=API%20Specs&title=API%20Specs&descript…tral%20AI%20API%20Specifications
/capabilities/audio_transcription	Mistral Docs	Documentation for the deployment and usage of Mistral AI's LLMs	/api/og?eyebraw=capabilities+%3E+audio+transcription&type=generic&d…+to+Mistral+AI%27s+Documentation	Mistral Docs	Documentation for the deployment and usage of Mistral AI's LLMs	/api/og?eyebraw=capabilities+%3E+audio+transcription&type=generic&d…+to+Mistral+AI%27s+Documentation
/capabilities/batch	Batch Inference \| Mistral Docs	Documentation for the deployment and usage of Mistral AI's LLMs	/api/og?eyebraw=capabilities+%3E+batch&title=Batch+Inference&type=g…+to+Mistral+AI%27s+Documentation	Batch Inference \| Mistral Docs	Documentation for the deployment and usage of Mistral AI's LLMs	/api/og?eyebraw=capabilities+%3E+batch&title=Batch+Inference&type=g…+to+Mistral+AI%27s+Documentation
/capabilities/citations	Citations & References \| Mistral Docs	Documentation for the deployment and usage of Mistral AI's LLMs	/api/og?eyebraw=capabilities+%3E+citations&title=Citations+%26+Refe…+to+Mistral+AI%27s+Documentation	Citations & References \| Mistral Docs	Documentation for the deployment and usage of Mistral AI's LLMs	/api/og?eyebraw=capabilities+%3E+citations&title=Citations+%26+Refe…+to+Mistral+AI%27s+Documentation
/capabilities/code_generation	Coding \| Mistral Docs	Documentation for the deployment and usage of Mistral AI's LLMs	/api/og?eyebraw=capabilities+%3E+code+generation&title=Coding&type=…+to+Mistral+AI%27s+Documentation	Coding \| Mistral Docs	Documentation for the deployment and usage of Mistral AI's LLMs	/api/og?eyebraw=capabilities+%3E+code+generation&title=Coding&type=…+to+Mistral+AI%27s+Documentation
/capabilities/completion	Mistral Docs	Documentation for the deployment and usage of Mistral AI's LLMs	/api/og?eyebraw=capabilities+%3E+completion&type=generic&descriptio…+to+Mistral+AI%27s+Documentation	Mistral Docs	Documentation for the deployment and usage of Mistral AI's LLMs	/api/og?eyebraw=capabilities+%3E+completion&type=generic&descriptio…+to+Mistral+AI%27s+Documentation
/capabilities/completion/sampling	Sampling \| Mistral Docs	Documentation for the deployment and usage of Mistral AI's LLMs	/api/og?eyebraw=capabilities+%3E+completion+%3E+sampling&title=Samp…+to+Mistral+AI%27s+Documentation	Sampling \| Mistral Docs	Documentation for the deployment and usage of Mistral AI's LLMs	/api/og?eyebraw=capabilities+%3E+completion+%3E+sampling&title=Samp…+to+Mistral+AI%27s+Documentation
/capabilities/completion/usage	Usage \| Mistral Docs	Documentation for the deployment and usage of Mistral AI's LLMs	/api/og?eyebraw=capabilities+%3E+completion+%3E+usage&title=Usage&t…+to+Mistral+AI%27s+Documentation	Usage \| Mistral Docs	Documentation for the deployment and usage of Mistral AI's LLMs	/api/og?eyebraw=capabilities+%3E+completion+%3E+usage&title=Usage&t…+to+Mistral+AI%27s+Documentation
/capabilities/document_ai	Mistral Docs	Documentation for the deployment and usage of Mistral AI's LLMs	/api/og?eyebraw=capabilities+%3E+document+ai&type=generic&descripti…+to+Mistral+AI%27s+Documentation	Mistral Docs	Documentation for the deployment and usage of Mistral AI's LLMs	/api/og?eyebraw=capabilities+%3E+document+ai&type=generic&descripti…+to+Mistral+AI%27s+Documentation
/capabilities/document_ai/annotations	Annotations \| Mistral Docs	Documentation for the deployment and usage of Mistral AI's LLMs	/api/og?eyebraw=capabilities+%3E+document+ai+%3E+annotations&title=…+to+Mistral+AI%27s+Documentation	Annotations \| Mistral Docs	Documentation for the deployment and usage of Mistral AI's LLMs	/api/og?eyebraw=capabilities+%3E+document+ai+%3E+annotations&title=…+to+Mistral+AI%27s+Documentation
/capabilities/document_ai/basic_ocr	OCR Processor \| Mistral Docs	Documentation for the deployment and usage of Mistral AI's LLMs	/api/og?eyebraw=capabilities+%3E+document+ai+%3E+basic_ocr&title=OC…+to+Mistral+AI%27s+Documentation	OCR Processor \| Mistral Docs	Documentation for the deployment and usage of Mistral AI's LLMs	/api/og?eyebraw=capabilities+%3E+document+ai+%3E+basic_ocr&title=OC…+to+Mistral+AI%27s+Documentation
/capabilities/document_ai/document_qna	Document QnA \| Mistral Docs	Documentation for the deployment and usage of Mistral AI's LLMs	/api/og?eyebraw=capabilities+%3E+document+ai+%3E+document_qna&title…+to+Mistral+AI%27s+Documentation	Document QnA \| Mistral Docs	Documentation for the deployment and usage of Mistral AI's LLMs	/api/og?eyebraw=capabilities+%3E+document+ai+%3E+document_qna&title…+to+Mistral+AI%27s+Documentation
/capabilities/embeddings	Mistral Docs	Documentation for the deployment and usage of Mistral AI's LLMs	/api/og?eyebraw=capabilities+%3E+embeddings&type=generic&descriptio…+to+Mistral+AI%27s+Documentation	Mistral Docs	Documentation for the deployment and usage of Mistral AI's LLMs	/api/og?eyebraw=capabilities+%3E+embeddings&type=generic&descriptio…+to+Mistral+AI%27s+Documentation
/capabilities/function_calling	Function Calling \| Mistral Docs	Documentation for the deployment and usage of Mistral AI's LLMs	/api/og?eyebraw=capabilities+%3E+function+calling&title=Function+Ca…+to+Mistral+AI%27s+Documentation	Function Calling \| Mistral Docs	Documentation for the deployment and usage of Mistral AI's LLMs	/api/og?eyebraw=capabilities+%3E+function+calling&title=Function+Ca…+to+Mistral+AI%27s+Documentation
/capabilities/guardrailing	Moderation & Guardrailing \| Mistral Docs	Documentation for the deployment and usage of Mistral AI's LLMs	/api/og?eyebraw=capabilities+%3E+guardrailing&title=Moderation+%26+…+to+Mistral+AI%27s+Documentation	Moderation & Guardrailing \| Mistral Docs	Documentation for the deployment and usage of Mistral AI's LLMs	/api/og?eyebraw=capabilities+%3E+guardrailing&title=Moderation+%26+…+to+Mistral+AI%27s+Documentation
/capabilities/predicted_outputs	Predicted outputs \| Mistral Docs	Documentation for the deployment and usage of Mistral AI's LLMs	/api/og?eyebraw=capabilities+%3E+predicted+outputs&title=Predicted+…+to+Mistral+AI%27s+Documentation	Predicted outputs \| Mistral Docs	Documentation for the deployment and usage of Mistral AI's LLMs	/api/og?eyebraw=capabilities+%3E+predicted+outputs&title=Predicted+…+to+Mistral+AI%27s+Documentation
/capabilities/reasoning	Reasoning \| Mistral Docs	Documentation for the deployment and usage of Mistral AI's LLMs	/api/og?eyebraw=capabilities+%3E+reasoning&title=Reasoning&type=gen…+to+Mistral+AI%27s+Documentation	Reasoning \| Mistral Docs	Documentation for the deployment and usage of Mistral AI's LLMs	/api/og?eyebraw=capabilities+%3E+reasoning&title=Reasoning&type=gen…+to+Mistral+AI%27s+Documentation
/capabilities/structured_output	Mistral Docs	Documentation for the deployment and usage of Mistral AI's LLMs	/api/og?eyebraw=capabilities+%3E+structured+output&type=generic&des…+to+Mistral+AI%27s+Documentation	Mistral Docs	Documentation for the deployment and usage of Mistral AI's LLMs	/api/og?eyebraw=capabilities+%3E+structured+output&type=generic&des…+to+Mistral+AI%27s+Documentation
/capabilities/vision	Vision \| Mistral Docs	Documentation for the deployment and usage of Mistral AI's LLMs	/api/og?eyebraw=capabilities+%3E+vision&title=Vision&type=generic&d…+to+Mistral+AI%27s+Documentation	Vision \| Mistral Docs	Documentation for the deployment and usage of Mistral AI's LLMs	/api/og?eyebraw=capabilities+%3E+vision&title=Vision&type=generic&d…+to+Mistral+AI%27s+Documentation
/cookbooks	Mistral AI Cookbooks	Discover Mistral AI technologies capabilities from basic tutorials to advanced use cases	//api/og?title=Cookbooks&description=Discover+Mistral+AI+technologi…ac43737b1772fef112ba3141047022b0	Mistral AI Cookbooks	Discover Mistral AI technologies capabilities from basic tutorials to advanced use cases	//api/og?title=Cookbooks&description=Discover+Mistral+AI+technologi…ac43737b1772fef112ba3141047022b0
/cookbooks/mistral-agents-agents_api-financial_analyst-readme	Financial Analyst with MistralAI Agents API and MCP - Mistral AI Cookbook	Learn Financial Analyst with MistralAI Agents API and MCP with practical examples and code snippets using Mistral AI's LLMs.	//api/og?title=Financial+Analyst+with+MistralAI+Agents+API+and+MCP&…ac43737b1772fef112ba3141047022b0	Financial Analyst with MistralAI Agents API and MCP - Mistral AI Cookbook	Learn Financial Analyst with MistralAI Agents API and MCP with practical examples and code snippets using Mistral AI's LLMs.	//api/og?title=Financial+Analyst+with+MistralAI+Agents+API+and+MCP&…ac43737b1772fef112ba3141047022b0
/cookbooks/mistral-agents-agents_api-food_diet_companion-readme	Build NutriSense - An AI-powered food diet companion - Mistral AI Cookbook	Learn Build NutriSense - An AI-powered food diet companion with practical examples and code snippets using Mistral AI's LLMs.	//api/og?title=Build+NutriSense+-+An+AI-powered+food+diet+companion…ac43737b1772fef112ba3141047022b0	Build NutriSense - An AI-powered food diet companion - Mistral AI Cookbook	Learn Build NutriSense - An AI-powered food diet companion with practical examples and code snippets using Mistral AI's LLMs.	//api/og?title=Build+NutriSense+-+An+AI-powered+food+diet+companion…ac43737b1772fef112ba3141047022b0
/cookbooks/mistral-agents-non_framework-agentic_workflows-parallel_subtask_agentic_workflow	Parallel Subtask Agent Workflow - Mistral AI Cookbook	Learn Parallel Subtask Agent Workflow with practical examples and code snippets using Mistral AI's LLMs.	//api/og?title=Parallel+Subtask+Agent+Workflow&description=Learn+Pa…ac43737b1772fef112ba3141047022b0	Parallel Subtask Agent Workflow - Mistral AI Cookbook	Learn Parallel Subtask Agent Workflow with practical examples and code snippets using Mistral AI's LLMs.	//api/og?title=Parallel+Subtask+Agent+Workflow&description=Learn+Pa…ac43737b1772fef112ba3141047022b0
/cookbooks/mistral-agents-non_framework-hubspot_dynamic_multi_agent…bspot_dynamic_multi_agent_system	HubSpot Dynamic Multi-Agent System with Magistral Reasoning - Mistral AI Cookbook	Learn HubSpot Dynamic Multi-Agent System with Magistral Reasoning with practical examples and code snippets using Mistral AI's LLMs.	//api/og?title=HubSpot+Dynamic+Multi-Agent+System+with+Magistral+Re…ac43737b1772fef112ba3141047022b0	HubSpot Dynamic Multi-Agent System with Magistral Reasoning - Mistral AI Cookbook	Learn HubSpot Dynamic Multi-Agent System with Magistral Reasoning with practical examples and code snippets using Mistral AI's LLMs.	//api/og?title=HubSpot+Dynamic+Multi-Agent+System+with+Magistral+Re…ac43737b1772fef112ba3141047022b0
/cookbooks/mistral-agents-non_framework-transcript_linearticket_agent-transcripttolinearticketagent	Call Transcript-to-PRD-to-Ticket Agent: Converting Meeting Transcripts to Linear Tickets using Mistral AI LLMs - Mistral AI Cookbook	Learn Call Transcript-to-PRD-to-Ticket Agent: Converting Meeting Transcripts to Linear Tickets using Mistral AI LLMs with practical examples and code snippets using Mistral AI's LLMs.	//api/og?title=Call+Transcript-to-PRD-to-Ticket+Agent%3A+Converting…ac43737b1772fef112ba3141047022b0	Call Transcript-to-PRD-to-Ticket Agent: Converting Meeting Transcripts to Linear Tickets using Mistral AI LLMs - Mistral AI Cookbook	Learn Call Transcript-to-PRD-to-Ticket Agent: Converting Meeting Transcripts to Linear Tickets using Mistral AI LLMs with practical examples and code snippets using Mistral AI's LLMs.	//api/og?title=Call+Transcript-to-PRD-to-Ticket+Agent%3A+Converting…ac43737b1772fef112ba3141047022b0
/cookbooks/mistral-classifier_factory-moderation_classifier	Moderation: Train your own moderation service - Mistral AI Cookbook	Learn Moderation: Train your own moderation service with practical examples and code snippets using Mistral AI's LLMs.	//api/og?title=Moderation%3A+Train+your+own+moderation+service&desc…ac43737b1772fef112ba3141047022b0	Moderation: Train your own moderation service - Mistral AI Cookbook	Learn Moderation: Train your own moderation service with practical examples and code snippets using Mistral AI's LLMs.	//api/og?title=Moderation%3A+Train+your+own+moderation+service&desc…ac43737b1772fef112ba3141047022b0
/cookbooks/mistral-data_generation-synthetic_data_gen_and_finetune	Fine-tuning with Synthetically Generated Data - Mistral AI Cookbook	Learn Fine-tuning with Synthetically Generated Data with practical examples and code snippets using Mistral AI's LLMs.	//api/og?title=Fine-tuning+with+Synthetically+Generated+Data&descri…ac43737b1772fef112ba3141047022b0	Fine-tuning with Synthetically Generated Data - Mistral AI Cookbook	Learn Fine-tuning with Synthetically Generated Data with practical examples and code snippets using Mistral AI's LLMs.	//api/og?title=Fine-tuning+with+Synthetically+Generated+Data&descri…ac43737b1772fef112ba3141047022b0
/cookbooks/mistral-evaluation-evaluation	How to evaluate LLMs - Mistral AI Cookbook	Learn How to evaluate LLMs with practical examples and code snippets using Mistral AI's LLMs.	//api/og?title=How+to+evaluate+LLMs&description=Learn+How+to+evalua…ac43737b1772fef112ba3141047022b0	How to evaluate LLMs - Mistral AI Cookbook	Learn How to evaluate LLMs with practical examples and code snippets using Mistral AI's LLMs.	//api/og?title=How+to+evaluate+LLMs&description=Learn+How+to+evalua…ac43737b1772fef112ba3141047022b0
/cookbooks/mistral-evaluation-rag_evaluation	Evaluating RAG: Using Mistral Models for LLM as a Judge (With Structured Outputs) - Mistral AI Cookbook	Learn Evaluating RAG: Using Mistral Models for LLM as a Judge (With Structured Outputs) with practical examples and code snippets using Mistral AI's LLMs.	//api/og?title=Evaluating+RAG%3A+Using+Mistral+Models+for+LLM+as+a+…ac43737b1772fef112ba3141047022b0	Evaluating RAG: Using Mistral Models for LLM as a Judge (With Structured Outputs) - Mistral AI Cookbook	Learn Evaluating RAG: Using Mistral Models for LLM as a Judge (With Structured Outputs) with practical examples and code snippets using Mistral AI's LLMs.	//api/og?title=Evaluating+RAG%3A+Using+Mistral+Models+for+LLM+as+a+…ac43737b1772fef112ba3141047022b0
/cookbooks/mistral-lechat_custom_mcp_server-tic-tac-toe-readme	Build a Custom MCP Server on LeChat: Tic-Tac-Toe with MistralAI - Mistral AI Cookbook	Learn Build a Custom MCP Server on LeChat: Tic-Tac-Toe with MistralAI with practical examples and code snippets using Mistral AI's LLMs.	//api/og?title=Build+a+Custom+MCP+Server+on+LeChat%3A+Tic-Tac-Toe+w…ac43737b1772fef112ba3141047022b0	Build a Custom MCP Server on LeChat: Tic-Tac-Toe with MistralAI - Mistral AI Cookbook	Learn Build a Custom MCP Server on LeChat: Tic-Tac-Toe with MistralAI with practical examples and code snippets using Mistral AI's LLMs.	//api/og?title=Build+a+Custom+MCP+Server+on+LeChat%3A+Tic-Tac-Toe+w…ac43737b1772fef112ba3141047022b0
/cookbooks/mistral-ocr-document_understanding	Chat with your Documents with built-in Document QnA - Mistral AI Cookbook	Learn Chat with your Documents with built-in Document QnA with practical examples and code snippets using Mistral AI's LLMs.	//api/og?title=Chat+with+your+Documents+with+built-in+Document+QnA&…ac43737b1772fef112ba3141047022b0	Chat with your Documents with built-in Document QnA - Mistral AI Cookbook	Learn Chat with your Documents with built-in Document QnA with practical examples and code snippets using Mistral AI's LLMs.	//api/og?title=Chat+with+your+Documents+with+built-in+Document+QnA&…ac43737b1772fef112ba3141047022b0
/cookbooks/mistral-ocr-documentchunking-readme	Document Chunking - Mistral AI Cookbook	Learn Document Chunking with practical examples and code snippets using Mistral AI's LLMs.	//api/og?title=Document+Chunking&description=Learn+Document+Chunkin…ac43737b1772fef112ba3141047022b0	Document Chunking - Mistral AI Cookbook	Learn Document Chunking with practical examples and code snippets using Mistral AI's LLMs.	//api/og?title=Document+Chunking&description=Learn+Document+Chunkin…ac43737b1772fef112ba3141047022b0
/cookbooks/mistral-ocr-product_datasheet_analysis-product_datasheet_analysis	Product Datasheet Analysis using Document AI - Mistral AI Cookbook	Learn Product Datasheet Analysis using Document AI with practical examples and code snippets using Mistral AI's LLMs.	//api/og?title=Product+Datasheet+Analysis+using+Document+AI&descrip…ac43737b1772fef112ba3141047022b0	Product Datasheet Analysis using Document AI - Mistral AI Cookbook	Learn Product Datasheet Analysis using Document AI with practical examples and code snippets using Mistral AI's LLMs.	//api/og?title=Product+Datasheet+Analysis+using+Document+AI&descrip…ac43737b1772fef112ba3141047022b0
/cookbooks/mistral-ocr-tool_usage	Document Comprehension with Any Model via Tool Usage and OCR - Mistral AI Cookbook	Learn Document Comprehension with Any Model via Tool Usage and OCR with practical examples and code snippets using Mistral AI's LLMs.	//api/og?title=Document+Comprehension+with+Any+Model+via+Tool+Usage…ac43737b1772fef112ba3141047022b0	Document Comprehension with Any Model via Tool Usage and OCR - Mistral AI Cookbook	Learn Document Comprehension with Any Model via Tool Usage and OCR with practical examples and code snippets using Mistral AI's LLMs.	//api/og?title=Document+Comprehension+with+Any+Model+via+Tool+Usage…ac43737b1772fef112ba3141047022b0
/cookbooks/mistral-rag-mistral-reference-rag	Web Search with References - Mistral AI Cookbook	Learn Web Search with References with practical examples and code snippets using Mistral AI's LLMs.	//api/og?title=Web+Search+with+References&description=Learn+Web+Sea…ac43737b1772fef112ba3141047022b0	Web Search with References - Mistral AI Cookbook	Learn Web Search with References with practical examples and code snippets using Mistral AI's LLMs.	//api/og?title=Web+Search+with+References&description=Learn+Web+Sea…ac43737b1772fef112ba3141047022b0
/cookbooks/third_party-azure_ai_search-azure_ai_search_rag	RAG with Mistral AI, Azure AI Search and Azure AI Studio - Mistral AI Cookbook	Learn RAG with Mistral AI, Azure AI Search and Azure AI Studio with practical examples and code snippets using Mistral AI's LLMs.	//api/og?title=RAG+with+Mistral+AI%2C+Azure+AI+Search+and+Azure+AI+…ac43737b1772fef112ba3141047022b0	RAG with Mistral AI, Azure AI Search and Azure AI Studio - Mistral AI Cookbook	Learn RAG with Mistral AI, Azure AI Search and Azure AI Studio with practical examples and code snippets using Mistral AI's LLMs.	//api/og?title=RAG+with+Mistral+AI%2C+Azure+AI+Search+and+Azure+AI+…ac43737b1772fef112ba3141047022b0
/cookbooks/third_party-camel_ai-camel_graph_rag	🐫 Using CAMEL to Do Graph RAG with Mistral Models - Mistral AI Cookbook	Learn 🐫 Using CAMEL to Do Graph RAG with Mistral Models with practical examples and code snippets using Mistral AI's LLMs.	//api/og?title=%F0%9F%90%AB+Using+CAMEL+to+Do+Graph+RAG+with+Mistra…ac43737b1772fef112ba3141047022b0	🐫 Using CAMEL to Do Graph RAG with Mistral Models - Mistral AI Cookbook	Learn 🐫 Using CAMEL to Do Graph RAG with Mistral Models with practical examples and code snippets using Mistral AI's LLMs.	//api/og?title=%F0%9F%90%AB+Using+CAMEL+to+Do+Graph+RAG+with+Mistra…ac43737b1772fef112ba3141047022b0
/cookbooks/third_party-camel_ai-camel_roleplaying_scraper	🐫 CAMEL Role-Playing Scraper for Report & Knowledge Graph Generation - Mistral AI Cookbook	Learn 🐫 CAMEL Role-Playing Scraper for Report & Knowledge Graph Generation with practical examples and code snippets using Mistral AI's LLMs.	//api/og?title=%F0%9F%90%AB+CAMEL+Role-Playing+Scraper+for+Report+%…ac43737b1772fef112ba3141047022b0	🐫 CAMEL Role-Playing Scraper for Report & Knowledge Graph Generation - Mistral AI Cookbook	Learn 🐫 CAMEL Role-Playing Scraper for Report & Knowledge Graph Generation with practical examples and code snippets using Mistral AI's LLMs.	//api/og?title=%F0%9F%90%AB+CAMEL+Role-Playing+Scraper+for+Report+%…ac43737b1772fef112ba3141047022b0
/cookbooks/third_party-chainlit-chainlit_mistral_reasoning	Build a Chainlit App with Mistral AI - Mistral AI Cookbook	Learn Build a Chainlit App with Mistral AI with practical examples and code snippets using Mistral AI's LLMs.	//api/og?title=Build+a+Chainlit+App+with+Mistral+AI&description=Lea…ac43737b1772fef112ba3141047022b0	Build a Chainlit App with Mistral AI - Mistral AI Cookbook	Learn Build a Chainlit App with Mistral AI with practical examples and code snippets using Mistral AI's LLMs.	//api/og?title=Build+a+Chainlit+App+with+Mistral+AI&description=Lea…ac43737b1772fef112ba3141047022b0
/cookbooks/third_party-haystack-haystack_chat_with_docs	Using Mistral AI with Haystack - Mistral AI Cookbook	Learn Using Mistral AI with Haystack with practical examples and code snippets using Mistral AI's LLMs.	//api/og?title=Using+Mistral+AI+with+Haystack&description=Learn+Usi…ac43737b1772fef112ba3141047022b0	Using Mistral AI with Haystack - Mistral AI Cookbook	Learn Using Mistral AI with Haystack with practical examples and code snippets using Mistral AI's LLMs.	//api/og?title=Using+Mistral+AI+with+Haystack&description=Learn+Usi…ac43737b1772fef112ba3141047022b0
/cookbooks/third_party-indexify-pdf-summarization-pdf-summarization	PDF Summarization with Indexify and Mistral - Mistral AI Cookbook	Learn PDF Summarization with Indexify and Mistral with practical examples and code snippets using Mistral AI's LLMs.	//api/og?title=PDF+Summarization+with+Indexify+and+Mistral&descript…ac43737b1772fef112ba3141047022b0	PDF Summarization with Indexify and Mistral - Mistral AI Cookbook	Learn PDF Summarization with Indexify and Mistral with practical examples and code snippets using Mistral AI's LLMs.	//api/og?title=PDF+Summarization+with+Indexify+and+Mistral&descript…ac43737b1772fef112ba3141047022b0
/cookbooks/third_party-langtrace-langtrace_mistral	RAG Observability with Mistral AI and Langtrace - Mistral AI Cookbook	Learn RAG Observability with Mistral AI and Langtrace with practical examples and code snippets using Mistral AI's LLMs.	//api/og?title=RAG+Observability+with+Mistral+AI+and+Langtrace&desc…ac43737b1772fef112ba3141047022b0	RAG Observability with Mistral AI and Langtrace - Mistral AI Cookbook	Learn RAG Observability with Mistral AI and Langtrace with practical examples and code snippets using Mistral AI's LLMs.	//api/og?title=RAG+Observability+with+Mistral+AI+and+Langtrace&desc…ac43737b1772fef112ba3141047022b0
/cookbooks/third_party-llamaindex-llamaindex_agentic_rag	Using Mistral AI with LlamaIndex - Mistral AI Cookbook	Learn Using Mistral AI with LlamaIndex with practical examples and code snippets using Mistral AI's LLMs.	//api/og?title=Using+Mistral+AI+with+LlamaIndex&description=Learn+U…ac43737b1772fef112ba3141047022b0	Using Mistral AI with LlamaIndex - Mistral AI Cookbook	Learn Using Mistral AI with LlamaIndex with practical examples and code snippets using Mistral AI's LLMs.	//api/og?title=Using+Mistral+AI+with+LlamaIndex&description=Learn+U…ac43737b1772fef112ba3141047022b0
/cookbooks/third_party-llamaindex-propertygraphs-property_graph_predefined_schema	Property Graph with Pre-defined Schemas - Mistral AI Cookbook	Learn Property Graph with Pre-defined Schemas with practical examples and code snippets using Mistral AI's LLMs.	//api/og?title=Property+Graph+with+Pre-defined+Schemas&description=…ac43737b1772fef112ba3141047022b0	Property Graph with Pre-defined Schemas - Mistral AI Cookbook	Learn Property Graph with Pre-defined Schemas with practical examples and code snippets using Mistral AI's LLMs.	//api/og?title=Property+Graph+with+Pre-defined+Schemas&description=…ac43737b1772fef112ba3141047022b0
/cookbooks/third_party-mesop-readme	Chat with Your PDF using Mistral and Mesop - Mistral AI Cookbook	Learn Chat with Your PDF using Mistral and Mesop with practical examples and code snippets using Mistral AI's LLMs.	//api/og?title=Chat+with+Your+PDF+using+Mistral+and+Mesop&descripti…ac43737b1772fef112ba3141047022b0	Chat with Your PDF using Mistral and Mesop - Mistral AI Cookbook	Learn Chat with Your PDF using Mistral and Mesop with practical examples and code snippets using Mistral AI's LLMs.	//api/og?title=Chat+with+Your+PDF+using+Mistral+and+Mesop&descripti…ac43737b1772fef112ba3141047022b0
/cookbooks/third_party-milvus-milvus_rag_french_parliament	Build a RAG application with Milvus Lite, Mistral and Llama-index - Mistral AI Cookbook	Learn Build a RAG application with Milvus Lite, Mistral and Llama-index with practical examples and code snippets using Mistral AI's LLMs.	//api/og?title=Build+a+RAG+application+with+Milvus+Lite%2C+Mistral+…ac43737b1772fef112ba3141047022b0	Build a RAG application with Milvus Lite, Mistral and Llama-index - Mistral AI Cookbook	Learn Build a RAG application with Milvus Lite, Mistral and Llama-index with practical examples and code snippets using Mistral AI's LLMs.	//api/og?title=Build+a+RAG+application+with+Milvus+Lite%2C+Mistral+…ac43737b1772fef112ba3141047022b0
/cookbooks/third_party-mongodb-mongodb_mistral	RAG with Mistral AI and MongoDB - Mistral AI Cookbook	Learn RAG with Mistral AI and MongoDB with practical examples and code snippets using Mistral AI's LLMs.	//api/og?title=RAG+with+Mistral+AI+and+MongoDB&description=Learn+RA…ac43737b1772fef112ba3141047022b0	RAG with Mistral AI and MongoDB - Mistral AI Cookbook	Learn RAG with Mistral AI and MongoDB with practical examples and code snippets using Mistral AI's LLMs.	//api/og?title=RAG+with+Mistral+AI+and+MongoDB&description=Learn+RA…ac43737b1772fef112ba3141047022b0
/cookbooks/third_party-neon-neon_text_to_sql	Building a Text-to-SQL conversion system with Mistral AI, Neon, and LangChain - Mistral AI Cookbook	Learn Building a Text-to-SQL conversion system with Mistral AI, Neon, and LangChain with practical examples and code snippets using Mistral AI's LLMs.	//api/og?title=Building+a+Text-to-SQL+conversion+system+with+Mistra…ac43737b1772fef112ba3141047022b0	Building a Text-to-SQL conversion system with Mistral AI, Neon, and LangChain - Mistral AI Cookbook	Learn Building a Text-to-SQL conversion system with Mistral AI, Neon, and LangChain with practical examples and code snippets using Mistral AI's LLMs.	//api/og?title=Building+a+Text-to-SQL+conversion+system+with+Mistra…ac43737b1772fef112ba3141047022b0
/cookbooks/third_party-phoenix-arize_phoenix_evaluate_rag	RAG Observability with Mistral AI and Phoenix - Mistral AI Cookbook	Learn RAG Observability with Mistral AI and Phoenix with practical examples and code snippets using Mistral AI's LLMs.	//api/og?title=RAG+Observability+with+Mistral+AI+and+Phoenix&descri…ac43737b1772fef112ba3141047022b0	RAG Observability with Mistral AI and Phoenix - Mistral AI Cookbook	Learn RAG Observability with Mistral AI and Phoenix with practical examples and code snippets using Mistral AI's LLMs.	//api/og?title=RAG+Observability+with+Mistral+AI+and+Phoenix&descri…ac43737b1772fef112ba3141047022b0
/cookbooks/third_party-pinecone-pinecone_rag	RAG with Mistral AI and Pinecone - Mistral AI Cookbook	Learn RAG with Mistral AI and Pinecone with practical examples and code snippets using Mistral AI's LLMs.	//api/og?title=RAG+with+Mistral+AI+and+Pinecone&description=Learn+R…ac43737b1772fef112ba3141047022b0	RAG with Mistral AI and Pinecone - Mistral AI Cookbook	Learn RAG with Mistral AI and Pinecone with practical examples and code snippets using Mistral AI's LLMs.	//api/og?title=RAG+with+Mistral+AI+and+Pinecone&description=Learn+R…ac43737b1772fef112ba3141047022b0
/cookbooks/third_party-streamlit-readme	Chat with Your PDF using Mistral and Streamlit - Mistral AI Cookbook	Learn Chat with Your PDF using Mistral and Streamlit with practical examples and code snippets using Mistral AI's LLMs.	//api/og?title=Chat+with+Your+PDF+using+Mistral+and+Streamlit&descr…ac43737b1772fef112ba3141047022b0	Chat with Your PDF using Mistral and Streamlit - Mistral AI Cookbook	Learn Chat with Your PDF using Mistral and Streamlit with practical examples and code snippets using Mistral AI's LLMs.	//api/og?title=Chat+with+Your+PDF+using+Mistral+and+Streamlit&descr…ac43737b1772fef112ba3141047022b0
/cookbooks/third_party-wandb-02_finetune_and_eval	Mistral and Weights & Biases: Finetune an LLM judge so detect hallucination - Mistral AI Cookbook	Learn Mistral and Weights & Biases: Finetune an LLM judge so detect hallucination with practical examples and code snippets using Mistral AI's LLMs.	//api/og?title=Mistral+and+Weights+%26+Biases%3A+Finetune+an+LLM+ju…ac43737b1772fef112ba3141047022b0	Mistral and Weights & Biases: Finetune an LLM judge so detect hallucination - Mistral AI Cookbook	Learn Mistral and Weights & Biases: Finetune an LLM judge so detect hallucination with practical examples and code snippets using Mistral AI's LLMs.	//api/og?title=Mistral+and+Weights+%26+Biases%3A+Finetune+an+LLM+ju…ac43737b1772fef112ba3141047022b0
/deployment/ai-studio	Mistral Docs	Documentation for the deployment and usage of Mistral AI's LLMs	/api/og?eyebraw=deployment+%3E+ai-studio&type=generic&description=B…+to+Mistral+AI%27s+Documentation	Mistral Docs	Documentation for the deployment and usage of Mistral AI's LLMs	/api/og?eyebraw=deployment+%3E+ai-studio&type=generic&description=B…+to+Mistral+AI%27s+Documentation
/deployment/cloud	Cloud \| Mistral Docs	Documentation for the deployment and usage of Mistral AI's LLMs	/api/og?eyebraw=deployment+%3E+cloud&title=Cloud&type=generic&descr…+to+Mistral+AI%27s+Documentation	Cloud \| Mistral Docs	Documentation for the deployment and usage of Mistral AI's LLMs	/api/og?eyebraw=deployment+%3E+cloud&title=Cloud&type=generic&descr…+to+Mistral+AI%27s+Documentation
/deployment/cloud/outscale	Outscale \| Mistral Docs	Documentation for the deployment and usage of Mistral AI's LLMs	/api/og?eyebraw=deployment+%3E+cloud+%3E+outscale&title=Outscale&ty…+to+Mistral+AI%27s+Documentation	Outscale \| Mistral Docs	Documentation for the deployment and usage of Mistral AI's LLMs	/api/og?eyebraw=deployment+%3E+cloud+%3E+outscale&title=Outscale&ty…+to+Mistral+AI%27s+Documentation
/deployment/self-deployment	Self-Deployment \| Mistral Docs	Documentation for the deployment and usage of Mistral AI's LLMs	/api/og?eyebraw=deployment+%3E+self-deployment&title=Self-Deploymen…+to+Mistral+AI%27s+Documentation	Self-Deployment \| Mistral Docs	Documentation for the deployment and usage of Mistral AI's LLMs	/api/og?eyebraw=deployment+%3E+self-deployment&title=Self-Deploymen…+to+Mistral+AI%27s+Documentation
/deployment/self-deployment/cerebrium	Cerebrium \| Mistral Docs	Documentation for the deployment and usage of Mistral AI's LLMs	/api/og?eyebraw=deployment+%3E+self-deployment+%3E+cerebrium&title=…+to+Mistral+AI%27s+Documentation	Cerebrium \| Mistral Docs	Documentation for the deployment and usage of Mistral AI's LLMs	/api/og?eyebraw=deployment+%3E+self-deployment+%3E+cerebrium&title=…+to+Mistral+AI%27s+Documentation
/deployment/self-deployment/cloudflare	Cloudflare Workers AI \| Mistral Docs	Documentation for the deployment and usage of Mistral AI's LLMs	/api/og?eyebraw=deployment+%3E+self-deployment+%3E+cloudflare&title…+to+Mistral+AI%27s+Documentation	Cloudflare Workers AI \| Mistral Docs	Documentation for the deployment and usage of Mistral AI's LLMs	/api/og?eyebraw=deployment+%3E+self-deployment+%3E+cloudflare&title…+to+Mistral+AI%27s+Documentation
/deployment/self-deployment/skypilot	SkyPilot \| Mistral Docs	Documentation for the deployment and usage of Mistral AI's LLMs	/api/og?eyebraw=deployment+%3E+self-deployment+%3E+skypilot&title=S…+to+Mistral+AI%27s+Documentation	SkyPilot \| Mistral Docs	Documentation for the deployment and usage of Mistral AI's LLMs	/api/og?eyebraw=deployment+%3E+self-deployment+%3E+skypilot&title=S…+to+Mistral+AI%27s+Documentation
/deployment/self-deployment/tgi	TGI \| Mistral Docs	Documentation for the deployment and usage of Mistral AI's LLMs	/api/og?eyebraw=deployment+%3E+self-deployment+%3E+tgi&title=TGI&ty…+to+Mistral+AI%27s+Documentation	TGI \| Mistral Docs	Documentation for the deployment and usage of Mistral AI's LLMs	/api/og?eyebraw=deployment+%3E+self-deployment+%3E+tgi&title=TGI&ty…+to+Mistral+AI%27s+Documentation
/deployment/self-deployment/trt	TensorRT \| Mistral Docs	Documentation for the deployment and usage of Mistral AI's LLMs	/api/og?eyebraw=deployment+%3E+self-deployment+%3E+trt&title=Tensor…+to+Mistral+AI%27s+Documentation	TensorRT \| Mistral Docs	Documentation for the deployment and usage of Mistral AI's LLMs	/api/og?eyebraw=deployment+%3E+self-deployment+%3E+trt&title=Tensor…+to+Mistral+AI%27s+Documentation
/deployment/self-deployment/vllm	vLLM \| Mistral Docs	Documentation for the deployment and usage of Mistral AI's LLMs	/api/og?eyebraw=deployment+%3E+self-deployment+%3E+vllm&title=vLLM&…+to+Mistral+AI%27s+Documentation	vLLM \| Mistral Docs	Documentation for the deployment and usage of Mistral AI's LLMs	/api/og?eyebraw=deployment+%3E+self-deployment+%3E+vllm&title=vLLM&…+to+Mistral+AI%27s+Documentation
/deprecated/customization	Model Customization \| Mistral Docs	Documentation for the deployment and usage of Mistral AI's LLMs	/api/og?eyebraw=deprecated+%3E+customization&title=Model+Customizat…+to+Mistral+AI%27s+Documentation	Model Customization \| Mistral Docs	Documentation for the deployment and usage of Mistral AI's LLMs	/api/og?eyebraw=deprecated+%3E+customization&title=Model+Customizat…+to+Mistral+AI%27s+Documentation
/deprecated/finetuning	Mistral Docs	Documentation for the deployment and usage of Mistral AI's LLMs	/api/og?eyebraw=deprecated+%3E+finetuning&type=generic&description=…+to+Mistral+AI%27s+Documentation	Mistral Docs	Documentation for the deployment and usage of Mistral AI's LLMs	/api/og?eyebraw=deprecated+%3E+finetuning&type=generic&description=…+to+Mistral+AI%27s+Documentation
/deprecated/safe_prompt	Safe Prompt \| Mistral Docs	Documentation for the deployment and usage of Mistral AI's LLMs	/api/og?eyebraw=deprecated+%3E+safe+prompt&title=Safe+Prompt&type=g…+to+Mistral+AI%27s+Documentation	Safe Prompt \| Mistral Docs	Documentation for the deployment and usage of Mistral AI's LLMs	/api/og?eyebraw=deprecated+%3E+safe+prompt&title=Safe+Prompt&type=g…+to+Mistral+AI%27s+Documentation
/getting-started/changelog	Changelog	Find out about all the latest changes to our tool.	/api/og?title=Changelog&description=Find%20out%20about%20all%20the%…aw=Changelog&image=/ogs/docs.png	Changelog	Find out about all the latest changes to our tool.	/api/og?title=Changelog&description=Find%20out%20about%20all%20the%…aw=Changelog&image=/ogs/docs.png
/getting-started/clients	SDK Clients \| Mistral Docs	Documentation for the deployment and usage of Mistral AI's LLMs	/api/og?eyebraw=getting-started+%3E+clients&title=SDK+Clients&type=…+to+Mistral+AI%27s+Documentation	SDK Clients \| Mistral Docs	Documentation for the deployment and usage of Mistral AI's LLMs	/api/og?eyebraw=getting-started+%3E+clients&title=SDK+Clients&type=…+to+Mistral+AI%27s+Documentation
/getting-started/glossary	Glossary \| Mistral Docs	Documentation for the deployment and usage of Mistral AI's LLMs	/api/og?eyebraw=getting-started+%3E+glossary&title=Glossary&type=ge…+to+Mistral+AI%27s+Documentation	Glossary \| Mistral Docs	Documentation for the deployment and usage of Mistral AI's LLMs	/api/og?eyebraw=getting-started+%3E+glossary&title=Glossary&type=ge…+to+Mistral+AI%27s+Documentation
/getting-started/introduction	Mistral AI Documentation	Learn how to deploy and use Mistral AI's Large Language Models with our comprehensive documentation, guides, and tutorials.	//api/og?title=Documentation&description=Bienvenue+to+Mistral+AI%E2…ac43737b1772fef112ba3141047022b0	Mistral AI Documentation	Learn how to deploy and use Mistral AI's Large Language Models with our comprehensive documentation, guides, and tutorials.	//api/og?title=Documentation&description=Bienvenue+to+Mistral+AI%E2…ac43737b1772fef112ba3141047022b0
/getting-started/models
/getting-started/models/compare	Compare Models \| Mistral Docs	Documentation for the deployment and usage of Mistral AI's LLMs	/api/og?eyebraw=getting-started+%3E+models+%3E+compare&title=Compar…+to+Mistral+AI%27s+Documentation	Compare Models \| Mistral Docs	Documentation for the deployment and usage of Mistral AI's LLMs	/api/og?eyebraw=getting-started+%3E+models+%3E+compare&title=Compar…+to+Mistral+AI%27s+Documentation
/getting-started/models/compare?models=mistral-medium-3-1-25-08	Compare Models \| Mistral Docs	Documentation for the deployment and usage of Mistral AI's LLMs	/api/og?eyebraw=getting-started+%3E+models+%3E+compare&title=Compar…+to+Mistral+AI%27s+Documentation	Compare Models \| Mistral Docs	Documentation for the deployment and usage of Mistral AI's LLMs	/api/og?eyebraw=getting-started+%3E+models+%3E+compare&title=Compar…+to+Mistral+AI%27s+Documentation
/getting-started/quickstart	Quickstart \| Mistral Docs	Documentation for the deployment and usage of Mistral AI's LLMs	/api/og?eyebraw=getting-started+%3E+quickstart&title=Quickstart&typ…+to+Mistral+AI%27s+Documentation	Quickstart \| Mistral Docs	Documentation for the deployment and usage of Mistral AI's LLMs	/api/og?eyebraw=getting-started+%3E+quickstart&title=Quickstart&typ…+to+Mistral+AI%27s+Documentation
/mistral-vibe/agents-skills	Agents & Skills \| Mistral Docs	Documentation for the deployment and usage of Mistral AI's LLMs	/api/og?eyebraw=mistral-vibe+%3E+agents-skills&title=Agents+%26+Ski…+to+Mistral+AI%27s+Documentation	Agents & Skills \| Mistral Docs	Documentation for the deployment and usage of Mistral AI's LLMs	/api/og?eyebraw=mistral-vibe+%3E+agents-skills&title=Agents+%26+Ski…+to+Mistral+AI%27s+Documentation
/mistral-vibe/introduction	CLI Introduction \| Mistral Docs	Documentation for the deployment and usage of Mistral AI's LLMs	/api/og?eyebraw=mistral-vibe+%3E+introduction&title=CLI+Introductio…+to+Mistral+AI%27s+Documentation	CLI Introduction \| Mistral Docs	Documentation for the deployment and usage of Mistral AI's LLMs	/api/og?eyebraw=mistral-vibe+%3E+introduction&title=CLI+Introductio…+to+Mistral+AI%27s+Documentation
/mistral-vibe/introduction/configuration	Configuration \| Mistral Docs	Documentation for the deployment and usage of Mistral AI's LLMs	/api/og?eyebraw=mistral-vibe+%3E+introduction+%3E+configuration&tit…+to+Mistral+AI%27s+Documentation	Configuration \| Mistral Docs	Documentation for the deployment and usage of Mistral AI's LLMs	/api/og?eyebraw=mistral-vibe+%3E+introduction+%3E+configuration&tit…+to+Mistral+AI%27s+Documentation
/mistral-vibe/local	Offline / Local \| Mistral Docs	Documentation for the deployment and usage of Mistral AI's LLMs	/api/og?eyebraw=mistral-vibe+%3E+local&title=Offline+%2F+Local&type…+to+Mistral+AI%27s+Documentation	Offline / Local \| Mistral Docs	Documentation for the deployment and usage of Mistral AI's LLMs	/api/og?eyebraw=mistral-vibe+%3E+local&title=Offline+%2F+Local&type…+to+Mistral+AI%27s+Documentation
/models/codestral-24-05	Codestral - Mistral AI	Our first cutting-edge language model for coding and FIM, released under the MNPL license.	//api/og?title=Codestral&description=Our+first+cutting-edge+languag…ac43737b1772fef112ba3141047022b0	Codestral - Mistral AI	Our first cutting-edge language model for coding and FIM, released under the MNPL license.	//api/og?title=Codestral&description=Our+first+cutting-edge+languag…ac43737b1772fef112ba3141047022b0
/models/codestral-25-01	Codestral - Mistral AI	Our cutting-edge language model for coding. Codestral specializes in low-latency, high-frequency tasks such as fill-in-the-middle (FIM), code correction and test generation.	//api/og?title=Codestral&description=Our+cutting-edge+language+mode…ac43737b1772fef112ba3141047022b0	Codestral - Mistral AI	Our cutting-edge language model for coding. Codestral specializes in low-latency, high-frequency tasks such as fill-in-the-middle (FIM), code correction and test generation.	//api/og?title=Codestral&description=Our+cutting-edge+language+mode…ac43737b1772fef112ba3141047022b0
/models/codestral-25-08	Codestral - Mistral AI	Our cutting-edge language model for code completion released end of July 2025, Codestral specializes in low-latency, high-frequency tasks such as fill-in-the-middle (FIM) and code generation.	//api/og?title=Codestral&description=Our+cutting-edge+language+mode…ac43737b1772fef112ba3141047022b0	Codestral - Mistral AI	Our cutting-edge language model for code completion released end of July 2025, Codestral specializes in low-latency, high-frequency tasks such as fill-in-the-middle (FIM) and code generation.	//api/og?title=Codestral&description=Our+cutting-edge+language+mode…ac43737b1772fef112ba3141047022b0
/models/codestral-embed-25-05	Codestral Embed - Mistral AI	Our state-of-the-art semantic for extracting representation of code extracts	//api/og?title=Codestral+Embed&description=Our+state-of-the-art+sem…ac43737b1772fef112ba3141047022b0	Codestral Embed - Mistral AI	Our state-of-the-art semantic for extracting representation of code extracts	//api/og?title=Codestral+Embed&description=Our+state-of-the-art+sem…ac43737b1772fef112ba3141047022b0
/models/codestral-mamba-7b-0-1	Codestral Mamba 7B - Mistral AI	A coding dedicated model using a mamba 2 architecture for research purposes under an open license.	//api/og?title=Codestral+Mamba+7B&description=A+coding+dedicated+mo…ac43737b1772fef112ba3141047022b0	Codestral Mamba 7B - Mistral AI	A coding dedicated model using a mamba 2 architecture for research purposes under an open license.	//api/og?title=Codestral+Mamba+7B&description=A+coding+dedicated+mo…ac43737b1772fef112ba3141047022b0
/models/devstral-2-25-12	Devstral 2 - Mistral AI	Our frontier code agents model for solving software engineering tasks; excels at using tools to explore codebases, editing multiple files and power software engineering agents.	//api/og?title=Devstral+2&description=Our+frontier+code+agents+mode…ac43737b1772fef112ba3141047022b0	Devstral 2 - Mistral AI	Our frontier code agents model for solving software engineering tasks; excels at using tools to explore codebases, editing multiple files and power software engineering agents.	//api/og?title=Devstral+2&description=Our+frontier+code+agents+mode…ac43737b1772fef112ba3141047022b0
/models/devstral-medium-1-0-25-07	Devstral Medium 1.0 - Mistral AI	An enterprise grade text model, that excels at using tools to explore codebases, editing multiple files and power software engineering agents.	//api/og?title=Devstral+Medium+1.0&description=An+enterprise+grade+…ac43737b1772fef112ba3141047022b0	Devstral Medium 1.0 - Mistral AI	An enterprise grade text model, that excels at using tools to explore codebases, editing multiple files and power software engineering agents.	//api/og?title=Devstral+Medium+1.0&description=An+enterprise+grade+…ac43737b1772fef112ba3141047022b0
/models/devstral-small-1-0-25-05	Devstral Small 1.0 - Mistral AI	A 24B text model, open source model that excels at using tools to explore codebases, editing multiple files and power software engineering agents.	//api/og?title=Devstral+Small+1.0&description=A+24B+text+model%2C+o…ac43737b1772fef112ba3141047022b0	Devstral Small 1.0 - Mistral AI	A 24B text model, open source model that excels at using tools to explore codebases, editing multiple files and power software engineering agents.	//api/og?title=Devstral+Small+1.0&description=A+24B+text+model%2C+o…ac43737b1772fef112ba3141047022b0
/models/devstral-small-1-1-25-07	Devstral Small 1.1 - Mistral AI	An update to our open source model that excels at using tools to explore codebases, editing multiple files and power software engineering agents. Learn more in our [blog post](https://mistral.ai/news/devstral-2507)	//api/og?title=Devstral+Small+1.1&description=An+update+to+our+open…ac43737b1772fef112ba3141047022b0	Devstral Small 1.1 - Mistral AI	An update to our open source model that excels at using tools to explore codebases, editing multiple files and power software engineering agents. Learn more in our [blog post](https://mistral.ai/news/devstral-2507)	//api/og?title=Devstral+Small+1.1&description=An+update+to+our+open…ac43737b1772fef112ba3141047022b0
/models/devstral-small-2-25-12	Devstral Small 2 - Mistral AI	Our open source model that excels at using tools to explore codebases, editing multiple files and power software engineering agents.	//api/og?title=Devstral+Small+2&description=Our+open+source+model+t…ac43737b1772fef112ba3141047022b0	Devstral Small 2 - Mistral AI	Our open source model that excels at using tools to explore codebases, editing multiple files and power software engineering agents.	//api/og?title=Devstral+Small+2&description=Our+open+source+model+t…ac43737b1772fef112ba3141047022b0
/models/labs	Labs \| Mistral Docs	Documentation for the deployment and usage of Mistral AI's LLMs	/api/og?eyebraw=models+%3E+labs&title=Labs&type=generic&description…+to+Mistral+AI%27s+Documentation	Labs \| Mistral Docs	Documentation for the deployment and usage of Mistral AI's LLMs	/api/og?eyebraw=models+%3E+labs&title=Labs&type=generic&description…+to+Mistral+AI%27s+Documentation
/models/leanstral-26-03	Leanstral - Mistral AI	Our first open-source code agent designed for Lean 4, built for formal proof engineering in realistic repositories. 119B parameters with 6.5B active.	//api/og?title=Leanstral&description=Our+first+open-source+code+age…ac43737b1772fef112ba3141047022b0	Leanstral - Mistral AI	Our first open-source code agent designed for Lean 4, built for formal proof engineering in realistic repositories. 119B parameters with 6.5B active.	//api/og?title=Leanstral&description=Our+first+open-source+code+age…ac43737b1772fef112ba3141047022b0
/models/magistral-medium-1-0-25-06	Magistral Medium 1.0 - Mistral AI	Our first frontier-class reasoning model released June 2025.	//api/og?title=Magistral+Medium+1.0&description=Our+first+frontier-…ac43737b1772fef112ba3141047022b0	Magistral Medium 1.0 - Mistral AI	Our first frontier-class reasoning model released June 2025.	//api/og?title=Magistral+Medium+1.0&description=Our+first+frontier-…ac43737b1772fef112ba3141047022b0
/models/magistral-medium-1-1-25-07	Magistral Medium 1.1 - Mistral AI	Our frontier-class reasoning model released July 2025.	//api/og?title=Magistral+Medium+1.1&description=Our+frontier-class+…ac43737b1772fef112ba3141047022b0	Magistral Medium 1.1 - Mistral AI	Our frontier-class reasoning model released July 2025.	//api/og?title=Magistral+Medium+1.1&description=Our+frontier-class+…ac43737b1772fef112ba3141047022b0
/models/magistral-medium-1-2-25-09	Magistral Medium 1.2 - Mistral AI	Our frontier-class multimodal reasoning model update of September 2025.	//api/og?title=Magistral+Medium+1.2&description=Our+frontier-class+…ac43737b1772fef112ba3141047022b0	Magistral Medium 1.2 - Mistral AI	Our frontier-class multimodal reasoning model update of September 2025.	//api/og?title=Magistral+Medium+1.2&description=Our+frontier-class+…ac43737b1772fef112ba3141047022b0
/models/magistral-small-1-0-25-06	Magistral Small 1.0 - Mistral AI	Our first small reasoning model released June 2025. Learn more in our [blog post](https://mistral.ai/news/magistral/)	//api/og?title=Magistral+Small+1.0&description=Our+first+small+reas…ac43737b1772fef112ba3141047022b0	Magistral Small 1.0 - Mistral AI	Our first small reasoning model released June 2025. Learn more in our [blog post](https://mistral.ai/news/magistral/)	//api/og?title=Magistral+Small+1.0&description=Our+first+small+reas…ac43737b1772fef112ba3141047022b0
/models/magistral-small-1-1-25-07	Magistral Small 1.1 - Mistral AI	Our small reasoning model released July 2025.	//api/og?title=Magistral+Small+1.1&description=Our+small+reasoning+…ac43737b1772fef112ba3141047022b0	Magistral Small 1.1 - Mistral AI	Our small reasoning model released July 2025.	//api/og?title=Magistral+Small+1.1&description=Our+small+reasoning+…ac43737b1772fef112ba3141047022b0
/models/magistral-small-1-2-25-09	Magistral Small 1.2 - Mistral AI	Our small multimodal reasoning model update of September 2025.	//api/og?title=Magistral+Small+1.2&description=Our+small+multimodal…ac43737b1772fef112ba3141047022b0	Magistral Small 1.2 - Mistral AI	Our small multimodal reasoning model update of September 2025.	//api/og?title=Magistral+Small+1.2&description=Our+small+multimodal…ac43737b1772fef112ba3141047022b0
/models/mathstral-7b-0-1	Mathstral 7B - Mistral AI	A math dedicated model for research purposes under an open license.	//api/og?title=Mathstral+7B&description=A+math+dedicated+model+for+…ac43737b1772fef112ba3141047022b0	Mathstral 7B - Mistral AI	A math dedicated model for research purposes under an open license.	//api/og?title=Mathstral+7B&description=A+math+dedicated+model+for+…ac43737b1772fef112ba3141047022b0
/models/ministral-3-14b-25-12	Ministral 3 14B - Mistral AI	Ministral 3 14B is the largest model in the Ministral 3 family, offering state-of-the-art capabilities and performance comparable to its larger Mistral Small 3.2 24B counterpart. Optimized for local deployment, it delivers high performance across diverse hardware, including local setups.	//api/og?title=Ministral+3+14B&description=Ministral+3+14B+is+the+l…ac43737b1772fef112ba3141047022b0	Ministral 3 14B - Mistral AI	Ministral 3 14B is the largest model in the Ministral 3 family, offering state-of-the-art capabilities and performance comparable to its larger Mistral Small 3.2 24B counterpart. Optimized for local deployment, it delivers high performance across diverse hardware, including local setups.	//api/og?title=Ministral+3+14B&description=Ministral+3+14B+is+the+l…ac43737b1772fef112ba3141047022b0
/models/ministral-3-3b-25-12	Ministral 3 3B - Mistral AI	Ministral 3 3B is the smallest and most efficient model in the Ministral 3 family, offering robust language and vision capabilities in a compact package. Designed for edge deployment, it delivers high performance across diverse hardware, including local setups.	//api/og?title=Ministral+3+3B&description=Ministral+3+3B+is+the+sma…ac43737b1772fef112ba3141047022b0	Ministral 3 3B - Mistral AI	Ministral 3 3B is the smallest and most efficient model in the Ministral 3 family, offering robust language and vision capabilities in a compact package. Designed for edge deployment, it delivers high performance across diverse hardware, including local setups.	//api/og?title=Ministral+3+3B&description=Ministral+3+3B+is+the+sma…ac43737b1772fef112ba3141047022b0
/models/ministral-3-8b-25-12	Ministral 3 8B - Mistral AI	Ministral 3 8B is a powerful and efficient model in the Ministral 3 family, offering best-in-class text and vision capabilities. Built for edge deployment, it delivers high performance across diverse hardware, including local setups.	//api/og?title=Ministral+3+8B&description=Ministral+3+8B+is+a+power…ac43737b1772fef112ba3141047022b0	Ministral 3 8B - Mistral AI	Ministral 3 8B is a powerful and efficient model in the Ministral 3 family, offering best-in-class text and vision capabilities. Built for edge deployment, it delivers high performance across diverse hardware, including local setups.	//api/og?title=Ministral+3+8B&description=Ministral+3+8B+is+a+power…ac43737b1772fef112ba3141047022b0
/models/ministral-3b-24-1	Ministral 3B - Mistral AI	World’s best edge model.	//api/og?title=Ministral+3B&description=World%E2%80%99s+best+edge+m…ac43737b1772fef112ba3141047022b0	Ministral 3B - Mistral AI	World’s best edge model.	//api/og?title=Ministral+3B&description=World%E2%80%99s+best+edge+m…ac43737b1772fef112ba3141047022b0
/models/ministral-8b-24-1	Ministral 8B - Mistral AI	Powerful edge model with extremely high performance/price ratio. Learn more in our [blog post](https://mistral.ai/news/ministraux/)	//api/og?title=Ministral+8B&description=Powerful+edge+model+with+ex…ac43737b1772fef112ba3141047022b0	Ministral 8B - Mistral AI	Powerful edge model with extremely high performance/price ratio. Learn more in our [blog post](https://mistral.ai/news/ministraux/)	//api/og?title=Ministral+8B&description=Powerful+edge+model+with+ex…ac43737b1772fef112ba3141047022b0
/models/mistral-7b-0-1	Mistral 7B - Mistral AI	Our very first open model, SOTA competing against models up to 2 to 3x larger.	//api/og?title=Mistral+7B&description=Our+very+first+open+model%2C+…ac43737b1772fef112ba3141047022b0	Mistral 7B - Mistral AI	Our very first open model, SOTA competing against models up to 2 to 3x larger.	//api/og?title=Mistral+7B&description=Our+very+first+open+model%2C+…ac43737b1772fef112ba3141047022b0
/models/mistral-7b-0-2	Mistral 7B - Mistral AI	An update to our first open model with better context.	//api/og?title=Mistral+7B&description=An+update+to+our+first+open+m…ac43737b1772fef112ba3141047022b0	Mistral 7B - Mistral AI	An update to our first open model with better context.	//api/og?title=Mistral+7B&description=An+update+to+our+first+open+m…ac43737b1772fef112ba3141047022b0
/models/mistral-7b-0-3	Mistral 7B - Mistral AI	A minor update to our first open model.	//api/og?title=Mistral+7B&description=A+minor+update+to+our+first+o…ac43737b1772fef112ba3141047022b0	Mistral 7B - Mistral AI	A minor update to our first open model.	//api/og?title=Mistral+7B&description=A+minor+update+to+our+first+o…ac43737b1772fef112ba3141047022b0
/models/mistral-embed-23-12	Mistral Embed - Mistral AI	Our state-of-the-art semantic for extracting representation of code extracts	//api/og?title=Mistral+Embed&description=Our+state-of-the-art+seman…ac43737b1772fef112ba3141047022b0	Mistral Embed - Mistral AI	Our state-of-the-art semantic for extracting representation of code extracts	//api/og?title=Mistral+Embed&description=Our+state-of-the-art+seman…ac43737b1772fef112ba3141047022b0
/models/mistral-large-1-0-24-02	Mistral Large 1.0 - Mistral AI	Our first and larger SOTA model for enterprise use cases with powerfull chat capabilities.	//api/og?title=Mistral+Large+1.0&description=Our+first+and+larger+S…ac43737b1772fef112ba3141047022b0	Mistral Large 1.0 - Mistral AI	Our first and larger SOTA model for enterprise use cases with powerfull chat capabilities.	//api/og?title=Mistral+Large+1.0&description=Our+first+and+larger+S…ac43737b1772fef112ba3141047022b0
/models/mistral-large-2-0-24-07	Mistral Large 2.0 - Mistral AI	A powerfull model with open weights under a MRL license, competing agains SOTA much larger models.	//api/og?title=Mistral+Large+2.0&description=A+powerfull+model+with…ac43737b1772fef112ba3141047022b0	Mistral Large 2.0 - Mistral AI	A powerfull model with open weights under a MRL license, competing agains SOTA much larger models.	//api/og?title=Mistral+Large+2.0&description=A+powerfull+model+with…ac43737b1772fef112ba3141047022b0
/models/mistral-large-2-1-24-11	Mistral Large 2.1 - Mistral AI	Our top-tier large model for high-complexity tasks with the lastest version released November 2024.	//api/og?title=Mistral+Large+2.1&description=Our+top-tier+large+mod…ac43737b1772fef112ba3141047022b0	Mistral Large 2.1 - Mistral AI	Our top-tier large model for high-complexity tasks with the lastest version released November 2024.	//api/og?title=Mistral+Large+2.1&description=Our+top-tier+large+mod…ac43737b1772fef112ba3141047022b0
/models/mistral-large-3-25-12	Mistral Large 3 - Mistral AI	Mistral Large 3, is a state-of-the-art, open-weight, general-purpose multimodal model with a granular Mixture-of-Experts architecture. It features 41B active parameters and 675B total parameters.	//api/og?title=Mistral+Large+3&description=Mistral+Large+3%2C+is+a+…ac43737b1772fef112ba3141047022b0	Mistral Large 3 - Mistral AI	Mistral Large 3, is a state-of-the-art, open-weight, general-purpose multimodal model with a granular Mixture-of-Experts architecture. It features 41B active parameters and 675B total parameters.	//api/og?title=Mistral+Large+3&description=Mistral+Large+3%2C+is+a+…ac43737b1772fef112ba3141047022b0
/models/mistral-medium-1-0-23-12	Mistral Medium 1.0 - Mistral AI	Our first SOTA enterprise grade model.	//api/og?title=Mistral+Medium+1.0&description=Our+first+SOTA+enterp…ac43737b1772fef112ba3141047022b0	Mistral Medium 1.0 - Mistral AI	Our first SOTA enterprise grade model.	//api/og?title=Mistral+Medium+1.0&description=Our+first+SOTA+enterp…ac43737b1772fef112ba3141047022b0
/models/mistral-medium-3-1-25-08	Mistral Medium 3.1 - Mistral AI	Our frontier-class multimodal model released August 2025. Improving tone and performance.	//api/og?title=Mistral+Medium+3.1&description=Our+frontier-class+mu…ac43737b1772fef112ba3141047022b0	Mistral Medium 3.1 - Mistral AI	Our frontier-class multimodal model released August 2025. Improving tone and performance.	//api/og?title=Mistral+Medium+3.1&description=Our+frontier-class+mu…ac43737b1772fef112ba3141047022b0
/models/mistral-medium-3-25-05	Mistral Medium 3 - Mistral AI	Our frontier-class multimodal model released May 2025. Learn more in our [blog post](https://mistral.ai/news/mistral-medium-3/)	//api/og?title=Mistral+Medium+3&description=Our+frontier-class+mult…ac43737b1772fef112ba3141047022b0	Mistral Medium 3 - Mistral AI	Our frontier-class multimodal model released May 2025. Learn more in our [blog post](https://mistral.ai/news/mistral-medium-3/)	//api/og?title=Mistral+Medium+3&description=Our+frontier-class+mult…ac43737b1772fef112ba3141047022b0
/models/mistral-moderation-24-11	Mistral Moderation - Mistral AI	Our moderation service that enables our users to detect harmful text content	//api/og?title=Mistral+Moderation&description=Our+moderation+servic…ac43737b1772fef112ba3141047022b0	Mistral Moderation - Mistral AI	Our moderation service that enables our users to detect harmful text content	//api/og?title=Mistral+Moderation&description=Our+moderation+servic…ac43737b1772fef112ba3141047022b0
/models/mistral-moderation-26-03	Mistral Moderation 2 - Mistral AI	Our latest moderation model with 128k context window and jailbreaking detection, based on Ministral 3B. Strong performance on complex multilingual data including long multi-turn conversations.	//api/og?title=Mistral+Moderation+2&description=Our+latest+moderati…ac43737b1772fef112ba3141047022b0	Mistral Moderation 2 - Mistral AI	Our latest moderation model with 128k context window and jailbreaking detection, based on Ministral 3B. Strong performance on complex multilingual data including long multi-turn conversations.	//api/og?title=Mistral+Moderation+2&description=Our+latest+moderati…ac43737b1772fef112ba3141047022b0
/models/mistral-nemo-12b-24-07	Mistral Nemo 12B - Mistral AI	Our best multilingual open source model released July 2024.	//api/og?title=Mistral+Nemo+12B&description=Our+best+multilingual+o…ac43737b1772fef112ba3141047022b0	Mistral Nemo 12B - Mistral AI	Our best multilingual open source model released July 2024.	//api/og?title=Mistral+Nemo+12B&description=Our+best+multilingual+o…ac43737b1772fef112ba3141047022b0
/models/mistral-next	Mistral Next - Mistral AI	A prototype model, designed to be brief and concise.	//api/og?title=Mistral+Next&description=A+prototype+model%2C+design…ac43737b1772fef112ba3141047022b0	Mistral Next - Mistral AI	A prototype model, designed to be brief and concise.	//api/og?title=Mistral+Next&description=A+prototype+model%2C+design…ac43737b1772fef112ba3141047022b0
/models/mistral-saba-25-02	Mistral Saba - Mistral AI	A finetuned Small model trained on meticulously curated datasets from across the Middle East and South Asia.	//api/og?title=Mistral+Saba&description=A+finetuned+Small+model+tra…ac43737b1772fef112ba3141047022b0	Mistral Saba - Mistral AI	A finetuned Small model trained on meticulously curated datasets from across the Middle East and South Asia.	//api/og?title=Mistral+Saba&description=A+finetuned+Small+model+tra…ac43737b1772fef112ba3141047022b0
/models/mistral-small-1-0-24-02	Mistral Small 1.0 - Mistral AI	An enterprise grade small model for efficiency.	//api/og?title=Mistral+Small+1.0&description=An+enterprise+grade+sm…ac43737b1772fef112ba3141047022b0	Mistral Small 1.0 - Mistral AI	An enterprise grade small model for efficiency.	//api/og?title=Mistral+Small+1.0&description=An+enterprise+grade+sm…ac43737b1772fef112ba3141047022b0
/models/mistral-small-2-0-24-09	Mistral Small 2.0 - Mistral AI	An update to our efficient small model with open weights under an MRL license.	//api/og?title=Mistral+Small+2.0&description=An+update+to+our+effic…ac43737b1772fef112ba3141047022b0	Mistral Small 2.0 - Mistral AI	An update to our efficient small model with open weights under an MRL license.	//api/og?title=Mistral+Small+2.0&description=An+update+to+our+effic…ac43737b1772fef112ba3141047022b0
/models/mistral-small-3-0-25-01	Mistral Small 3.0 - Mistral AI	A small efficient and powerfull 24B open model for personal or commercial use.	//api/og?title=Mistral+Small+3.0&description=A+small+efficient+and+…ac43737b1772fef112ba3141047022b0	Mistral Small 3.0 - Mistral AI	A small efficient and powerfull 24B open model for personal or commercial use.	//api/og?title=Mistral+Small+3.0&description=A+small+efficient+and+…ac43737b1772fef112ba3141047022b0
/models/mistral-small-3-1-25-03	Mistral Small 3.1 - Mistral AI	A new leader in the small models category with image understanding capabilities, released March 2025.	//api/og?title=Mistral+Small+3.1&description=A+new+leader+in+the+sm…ac43737b1772fef112ba3141047022b0	Mistral Small 3.1 - Mistral AI	A new leader in the small models category with image understanding capabilities, released March 2025.	//api/og?title=Mistral+Small+3.1&description=A+new+leader+in+the+sm…ac43737b1772fef112ba3141047022b0
/models/mistral-small-3-2-25-06	Mistral Small 3.2 - Mistral AI	An update to our previous small model, released June 2025.	//api/og?title=Mistral+Small+3.2&description=An+update+to+our+previ…ac43737b1772fef112ba3141047022b0	Mistral Small 3.2 - Mistral AI	An update to our previous small model, released June 2025.	//api/og?title=Mistral+Small+3.2&description=An+update+to+our+previ…ac43737b1772fef112ba3141047022b0
/models/mistral-small-4-0-26-03	Mistral Small 4 - Mistral AI	Our powerful hybrid model unifying instruct, reasoning, and coding capabilities in a single model. 119B parameters with 6.5B active.	//api/og?title=Mistral+Small+4&description=Our+powerful+hybrid+mode…ac43737b1772fef112ba3141047022b0	Mistral Small 4 - Mistral AI	Our powerful hybrid model unifying instruct, reasoning, and coding capabilities in a single model. 119B parameters with 6.5B active.	//api/og?title=Mistral+Small+4&description=Our+powerful+hybrid+mode…ac43737b1772fef112ba3141047022b0
/models/mistral-small-creative-25-12	Mistral Small Creative - Mistral AI	An experimental specialized small model trained on meticulously curated data, designed for creative writing, narrative generation, roleplay and character-driven dialog, general-purpose instruction following and conversational agents.	//api/og?title=Mistral+Small+Creative&description=An+experimental+s…ac43737b1772fef112ba3141047022b0	Mistral Small Creative - Mistral AI	An experimental specialized small model trained on meticulously curated data, designed for creative writing, narrative generation, roleplay and character-driven dialog, general-purpose instruction following and conversational agents.	//api/og?title=Mistral+Small+Creative&description=An+experimental+s…ac43737b1772fef112ba3141047022b0
/models/mixtral-8x22b-0-1-0-3	Mixtral 8x22B - Mistral AI	A large open MoE model competing with much larger dense models.	//api/og?title=Mixtral+8x22B&description=A+large+open+MoE+model+com…ac43737b1772fef112ba3141047022b0	Mixtral 8x22B - Mistral AI	A large open MoE model competing with much larger dense models.	//api/og?title=Mixtral+8x22B&description=A+large+open+MoE+model+com…ac43737b1772fef112ba3141047022b0
/models/mixtral-8x7b-0-1	Mixtral 8x7B - Mistral AI	Our first open MoE model, SOTA competing against models up to 2 to 3x larger.	//api/og?title=Mixtral+8x7B&description=Our+first+open+MoE+model%2C…ac43737b1772fef112ba3141047022b0	Mixtral 8x7B - Mistral AI	Our first open MoE model, SOTA competing against models up to 2 to 3x larger.	//api/og?title=Mixtral+8x7B&description=Our+first+open+MoE+model%2C…ac43737b1772fef112ba3141047022b0
/models/ocr-2-25-05	OCR 2 - Mistral AI	Our OCR service powering our Document AI stack that enables our users to extract interleaved text and images	//api/og?title=OCR+2&description=Our+OCR+service+powering+our+Docum…ac43737b1772fef112ba3141047022b0	OCR 2 - Mistral AI	Our OCR service powering our Document AI stack that enables our users to extract interleaved text and images	//api/og?title=OCR+2&description=Our+OCR+service+powering+our+Docum…ac43737b1772fef112ba3141047022b0
/models/ocr-25-03	OCR - Mistral AI	Our first OCR optimized model.	//api/og?title=OCR&description=Our+first+OCR+optimized+model.&eyebr…ac43737b1772fef112ba3141047022b0	OCR - Mistral AI	Our first OCR optimized model.	//api/og?title=OCR&description=Our+first+OCR+optimized+model.&eyebr…ac43737b1772fef112ba3141047022b0
/models/ocr-3-25-12	OCR 3 - Mistral AI	Our OCR service powering our Document AI stack that enables our users to extract interleaved text and images	//api/og?title=OCR+3&description=Our+OCR+service+powering+our+Docum…ac43737b1772fef112ba3141047022b0	OCR 3 - Mistral AI	Our OCR service powering our Document AI stack that enables our users to extract interleaved text and images	//api/og?title=OCR+3&description=Our+OCR+service+powering+our+Docum…ac43737b1772fef112ba3141047022b0
/models/pixtral-12b-24-09	Pixtral 12B - Mistral AI	A 12B model with image understanding capabilities in addition to text.	//api/og?title=Pixtral+12B&description=A+12B+model+with+image+under…ac43737b1772fef112ba3141047022b0	Pixtral 12B - Mistral AI	A 12B model with image understanding capabilities in addition to text.	//api/og?title=Pixtral+12B&description=A+12B+model+with+image+under…ac43737b1772fef112ba3141047022b0
/models/pixtral-large-24-11	Pixtral Large - Mistral AI	Our first frontier-class multimodal model released November 2024. Learn more in our [blog post](https://mistral.ai/news/pixtral-large/)	//api/og?title=Pixtral+Large&description=Our+first+frontier-class+m…ac43737b1772fef112ba3141047022b0	Pixtral Large - Mistral AI	Our first frontier-class multimodal model released November 2024. Learn more in our [blog post](https://mistral.ai/news/pixtral-large/)	//api/og?title=Pixtral+Large&description=Our+first+frontier-class+m…ac43737b1772fef112ba3141047022b0
/models/voxtral-mini-25-07	Voxtral Mini - Mistral AI	A mini version of our first audio input model.	//api/og?title=Voxtral+Mini&description=A+mini+version+of+our+first…ac43737b1772fef112ba3141047022b0	Voxtral Mini - Mistral AI	A mini version of our first audio input model.	//api/og?title=Voxtral+Mini&description=A+mini+version+of+our+first…ac43737b1772fef112ba3141047022b0
/models/voxtral-mini-transcribe-25-07	Voxtral Mini Transcribe - Mistral AI	An efficient audio input model, fine-tuned and optimized for transcription purposes only.	//api/og?title=Voxtral+Mini+Transcribe&description=An+efficient+aud…ac43737b1772fef112ba3141047022b0	Voxtral Mini Transcribe - Mistral AI	An efficient audio input model, fine-tuned and optimized for transcription purposes only.	//api/og?title=Voxtral+Mini+Transcribe&description=An+efficient+aud…ac43737b1772fef112ba3141047022b0
/models/voxtral-mini-transcribe-26-02	Voxtral Mini Transcribe 2 - Mistral AI	An efficient audio input model, fine-tuned and optimized for transcription purposes only.	//api/og?title=Voxtral+Mini+Transcribe+2&description=An+efficient+a…ac43737b1772fef112ba3141047022b0	Voxtral Mini Transcribe 2 - Mistral AI	An efficient audio input model, fine-tuned and optimized for transcription purposes only.	//api/og?title=Voxtral+Mini+Transcribe+2&description=An+efficient+a…ac43737b1772fef112ba3141047022b0
/models/voxtral-mini-transcribe-realtime-26-02	Voxtral Mini Transcribe Realtime - Mistral AI	An efficient audio input model, fine-tuned and optimized for live transcription purposes only.	//api/og?title=Voxtral+Mini+Transcribe+Realtime&description=An+effi…ac43737b1772fef112ba3141047022b0	Voxtral Mini Transcribe Realtime - Mistral AI	An efficient audio input model, fine-tuned and optimized for live transcription purposes only.	//api/og?title=Voxtral+Mini+Transcribe+Realtime&description=An+effi…ac43737b1772fef112ba3141047022b0
/models/voxtral-small-25-07	Voxtral Small - Mistral AI	Our first model with audio input capabilities for instruct use cases.	//api/og?title=Voxtral+Small&description=Our+first+model+with+audio…ac43737b1772fef112ba3141047022b0	Voxtral Small - Mistral AI	Our first model with audio input capabilities for instruct use cases.	//api/og?title=Voxtral+Small&description=Our+first+model+with+audio…ac43737b1772fef112ba3141047022b0
/robots	Mistral AI Crawlers \| Mistral Docs	Documentation for the deployment and usage of Mistral AI's LLMs	/api/og?eyebraw=robots&title=Mistral+AI+Crawlers&type=generic&descr…+to+Mistral+AI%27s+Documentation	Mistral AI Crawlers \| Mistral Docs	Documentation for the deployment and usage of Mistral AI's LLMs	/api/og?eyebraw=robots&title=Mistral+AI+Crawlers&type=generic&descr…+to+Mistral+AI%27s+Documentation
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<h1> Batch Inference <h1> Prepare Batch <h3> Prepare and Upload your Batch <h1> Batch Creation <h3> Create a new Batch Job <h2> File Batching <h2> Inline-Batching <h1> Get/Retrieve <h3> Retrieve your Batch Job <h2> Get a batch job details <h2> Get batch job results <h2> List batch jobs <h1> Request Cancellation <h3> Cancel any Job <h1> An end-to-end example <h1> FAQ <h3> Is the batch API available for all models? <h3> Does the batch API affect pricing? <h3> Does the batch API affect rate limits? <h3> What's the max number of requests in a batch? <h3> What's the max number of batch jobs one can create? <h3> How long does the batch API take to process? <h3> Can I view batch results from my workspace? <h3> Will batch results ever expire? <h3> Can batches exceed the spend limit? <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	31	26	/capabilities/batch
<h1> Configuration <h1> API Key Configuration <h3> Mistral API Key <h1> Customize Behaviour <h3> Custom System Prompts and Agent Configurations <h2> Custom System Prompts <h2> Custom Agent Configurations <h1> Change Providers and Models <h1> MCP Server Configuration <h3> Configuring MCP Servers <h1> Session Management <h3> Session Continuation and Resumption <h1> Enable/Disable Tools with Patterns <h3> Controlling Tool Availability <h1> Custom Vibe Home Directory <h3> Customize Home Directory <h1> Working Directory Control <h3> Define a Working Directory <h1> Trust Folder System <h3> Manage which folders you trust <h1> Update Settings <h3> Auto-Update <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	28	26	/mistral-vibe/introduction/configuration
<h1> Vision <h1> Before You Start <h3> Recommended Models with Vision Capabilities <h1> Sending an Image <h3> Use Vision Models <h1> Use cases <h1> FAQ <h3> What is the price per image? <h3> How many tokens correspond to an image and/or what is the maximum resolution? <h3> Can I fine-tune the image capabilities? <h3> Can I use them to generate images? <h3> What types of image files are supported? <h3> Is there a limit to the size of the image? <h3> What's the maximum number images per request? <h3> What is the rate limit? <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	21	21	/capabilities/vision
<h1> Annotations <h1> Before You Start <h3> What can you do with Annotations? <h2> Key Capabilities <h2> Common Use Cases <h1> How it Works <h2> BBOX Annotations <h2> Document Annotation <h2> Accepted Formats <h1> Usage <h3> How to Annotate <h3> Define the Data Model <h3> Start Request <h3> BBox Annotation Example Output <h1> Cookbooks <h1> FAQ <h3> Are there any limits regarding the Document AI API? <h3> Are there any limits regarding the Annotations? <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	24	19	/capabilities/document_ai/annotations
<h1> Document AI - OCR Processor <h1> Before You Start <h3> Key Features <h1> OCR with Images and PDFs <h3> OCR your Documents <h2> PDFs <h2> Images <h1> OCR at Scale <h1> Cookbooks <h1> FAQ <h3> Are there any limits regarding the OCR API? <h3> What document types are supported? <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	18	16	/capabilities/document_ai/basic_ocr
<h1> Predicted Outputs <h1> Usage Example <h3> Code Modification <h1> FAQ <h3> Which model supports predicted outputs? <h3> How does predicted outputs affect pricing? <h3> Which parameters are not supported when using Predicted Outputs? <h3> Does the Position of Certain Sentences or Words in the Prediction Matter? <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	14	14	/capabilities/predicted_outputs
<h1> Model Customization <h1> Overview <h3> How to build an application with a custom model <h1> Key Terms <h1> Steerability: three methods <h1> Guide for tuning a model to your intended application behavior <h2> Step 1: Define your intended Application Behavior <h2> Step 2: Define your policies based on your Values <h2> Step 3: Create your Application Evals <h2> Step 4: Test your application behavior hypothesis with an MVP <h2> Step 5: Tune for model alignment <h2> Step 6: Test your custom model with your Evals <h2> Step 7: Once deployed, continuously monitor and update <h1> Developer Examples <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	20	13	/deprecated/customization
<h1> Document AI QnA <h1> Before You Start <h3> Workflow and Capabilities <h2> Key Capabilities <h2> Common Use Cases <h1> Usage <h3> Leverage Document QnA <h1> Cookbooks <h3> Are there any limits regarding the Document QnA API? <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	15	13	/capabilities/document_ai/document_qna
<h1> Function Calling <h1> Before You Start <h3> Available Models <h1> Five Steps <h2> Step 1. Developer <h3> Functions and System Definitions <h2> Step 2. User <h3> Query the Model <h2> Step 3. Model <h3> Generate Function Arguments <h2> Step 4. Developer <h3> Execute Functions <h2> Step 5. Model <h3> Generate Followup Answer <h1> Full Example <h1> More <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	22	12	/capabilities/function_calling
<h1> Usage <h1> Chat Completion <h3> Use Chat Completions <h2> Chat Messages <h1> Multi-turn <h1> Other useful Features <h1> More <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	13	12	/capabilities/completion/usage
<h2> Citations & References <h1> Usage <h3> How to use Citations and References <h2> Setup Tool <h2> Initialize Client <h2> Set Up Chat History <h2> Make Initial Chat Request <h2> Make Final Chat Request <h1> Cookbooks <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	15	10	/capabilities/citations
<h1> AI Studio <h2> Other Options <h1> API Access with AI Studio - Serverless <h1> Cloud-based deployments <h1> Raw model weights <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	11	10	/deployment/ai-studio
<h1> vLLM <h1> Prerequisites <h1> Getting Started <h2> Installing vLLM <h2> Offline Mode Inference <h2> Server Mode Inference <h1> Deploying with Docker <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	13	10	/deployment/self-deployment/vllm
<h1> Deploy with SkyPilot <h1> SkyPilot Configuration <h1> Test It Out! <h1> Usage Quotas <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	10	10	/deployment/self-deployment/skypilot
<h1> Fine-tuning <h1> Fine-tuning vs. Prompting <h2> Benefits of Prompting <h2> Benefits of Fine-tuning <h2> Common use cases <h1> Fine-tuning Services <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	12	9	/deprecated/finetuning
<h1> Quickstart <h1> Get Started <h2> Start using Mistral AI API <h2> Account Setup <h2> Try the API <h1> Learn More <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	12	9	/getting-started/quickstart
<h1> CLI Introduction <h1> Features <h1> Learn More <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	9	9	/mistral-vibe/introduction
<h1> Outscale <h1> Getting Started <h2> Deploying the Model <h2> Querying the Model (Chat Completion) <h2> Querying the Model (FIM Completion) <h1> Going Further <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	12	9	/deployment/cloud/outscale
<h1> Deploy with Cerebrium <h1> Setup Cerebrium <h2> Setup Environment and Hardware <h2> Setup inference <h1> Run on the cloud <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	11	9	/deployment/self-deployment/cerebrium
<h1> Labs <h1> Available Models <h1> Feedback <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	9	9	/models/labs
<h1> SDK Clients <h1> SDKs <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	8	8	/getting-started/clients
<h1> Chat Completions <h1> Learn More <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	8	8	/capabilities/completion
<h1> Document AI <h1> Document AI Services <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	8	8	/capabilities/document_ai
<h1> Structured Outputs <h1> Structured Outputs Available <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	8	8	/capabilities/structured_output
<h1> Cloud <h1> Cloud Providers <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	8	8	/deployment/cloud
<h1> TensorRT <h1> Deploying the engine <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	8	8	/deployment/self-deployment/trt
<h1> Deploy with Cloudflare Workers AI <h1> Set-Up <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	8	8	/deployment/self-deployment/cloudflare
<h1> How to evaluate LLMs <h2> Example 1: Information extraction benchmark with accuracy [#example-1-information-extraction-benchmark-with-accuracy] <h3> Evaluation data [#evaluation-data] <h3> How to evaluate? [#how-to-evaluate] <h2> Example 2: evaluate code generation [#example-2-evaluate-code-generation] <h1> Example 3: evaluate summary generation with LLM [#example-3-evaluate-summary-generation-with-llm] <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	12	8	/cookbooks/mistral-evaluation-evaluation
<h1> Coding <h1> Before You Start <h3> Endpoints & Models <h1> FIM and IF <h3> Use Coding specialized Models <h2> Codestral <h1> Integrations <h3> Integrations using our Models <h2> Mistral Vibe <h2> More <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	16	7	/capabilities/code_generation
<h2> Benchmarks <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	7	7	/getting-started/models/compare
<h2> Benchmarks <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	7	7	/getting-started/models/compare?models=mistral-medium-3-1-25-08
<h1> Self-Deployment <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	7	6	/deployment/self-deployment
<h1> Reasoning <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	7	6	/capabilities/reasoning
<h1> Using Mistral AI with LlamaIndex <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	7	6	/cookbooks/third_party-llamaindex-llamaindex_agentic_rag
<h1> Moderation & Guardrailing <h1> Moderation <h3> Moderate Inputs/Outputs <h2> Endpoints <h2> Cookbooks <h2> FAQ <h3> What is the distribution of false-positive and false-negative results on the new moderation API models. Specifically, will they be more likely to flag something as harmful when it is not or not flag something that is harmful? <h1> Custom Guardrails <h2> Inline Guardrails <h2> Conversations Endpoint <h2> Agent-Level Guardrails <h2> Responses <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	18	4	/capabilities/guardrailing
<h1> Agents & Conversations <h1> Objects <h1> Agents <h2> Agent Creation and Management <h2> Creating an Agent <h1> Conversations <h2> Conversations <h2> How to manage conversations <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	14	4	/agents/agents
<h1> RAG Observability with Mistral AI and Phoenix <h2> Retrieval Augmented Generation (RAG) [#retrieval-augmented-generation-rag] <h2> Build a RAG system [#build-a-rag-system] <h3> Load Data and Build an Index [#load-data-and-build-an-index] <h1> Simulate usage of our application [#simulate-usage-of-our-application] <h1> Evaluate our Pipeline [#evaluate-our-pipeline] <h3> Response Evaluation [#response-evaluation] <h2> Conclusion [#conclusion] <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	14	4	/cookbooks/third_party-phoenix-arize_phoenix_evaluate_rag
<h1> Agents & Skills <h1> Agents <h2> Agent Selection <h2> Custom Agents <h2> Subagents - Task Delegation <h2> Interactive User Input <h1> Skills <h2> Creating Skills <h2> Skill Discovery <h2> Managing Skills <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	16	3	/mistral-vibe/agents-skills
<h1> Safe Prompt <h1> Guardrailing <h3> Setup Guardrailing <h2> Guardrailing results with Mistral safety prompt <h2> Content moderation with self-reflection <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	11	3	/deprecated/safe_prompt
<h1> Handoffs <h1> Create an Agentic Workflow <h2> Create Multiple Agents <h2> Define Handoffs Responsabilities <h1> How it Works <h2> Output Events <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	12	3	/agents/handoffs
<h1> Text Generation Inference <h1> Deploying <h1> Using the API <h2> With Chat-Compatible Endpoint <h2> Using a Generate Endpoint <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	11	3	/deployment/self-deployment/tgi
<h1> Function Calling <h1> Creating an Agent <h2> Define the Function <h1> Using an Agent <h2> Return the Function Result <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	11	3	/agents/tools/function_calling
<h1> Websearch <h1> Create a Websearch Agent <h1> How it Works <h2> Conversations with Websearch <h2> Explanation of the Output <h3> More <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	12	3	/agents/tools/built-in/websearch
<h1> Image Generation <h1> Create an Image Generation Agent <h1> How it Works <h2> Conversations with Image Generation <h2> Explanation of the Outputs <h2> Download Images <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	12	3	/agents/tools/built-in/image_generation
<h1> Document Library <h1> Agent Creation & Library Management <h1> How it Works <h2> Conversations with Document Library <h2> Explanation of the Output <h3> More <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	12	3	/agents/tools/built-in/document_library
<h1> Code Interpreter <h1> Create a Code Interpreter Agent <h1> How it Works <h2> Conversations with Code Interpreter <h2> Explanation of the Output <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	11	3	/agents/tools/built-in/code_interpreter
<h1> Building a Text-to-SQL conversion system with Mistral AI, Neon, and LangChain <h3> Finetuning [#finetuning] <h3> RAG systems [#rag-systems] <h3> RAG for text-to-sql [#rag-for-text-to-sql] <h2> Setup and Dependencies [#setup-and-dependencies] <h3> Mistral AI API [#mistral-ai-api] <h3> Neon Database [#neon-database] <h3> Python Libraries [#python-libraries] <h3> Preparing the Data [#preparing-the-data] <h3> Retrieving Relevant Information [#retrieving-relevant-information] <h3> Generating the SQL output [#generating-the-sql-output] <h2> Conclusion [#conclusion] <h2> Appendix [#appendix] <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	19	3	/cookbooks/third_party-neon-neon_text_to_sql
<h1> What are AI agents? <h1> More informations <h2> Cookbooks <h2> FAQ <h3> Which models are supported? <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	11	2	/agents/introduction
<h1> Offline / Local <h1> Run Devstral Locally <h2> Prerequisites <h2> Deploying <h2> Create a Model Preset <h2> Deploy Anywhere <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	12	2	/mistral-vibe/local
<h1> Tools <h1> Tool Types <h2> Built-In <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	9	2	/agents/tools
<h1> Welcome to theistral <h1> AI Ambassador program <h2> Ambassadors <h3> Meet our current Ambassadors <h2> Apply <h3> Apply to join the team <h2> benefits <h2> Role and responsibilities <h2> minimum requirements <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	15	2	/ambassadors
<h1> Audio & Transcription <h2> Overview <h3> Voxtral Mini Transcribe V2 <h3> Voxtral Realtime <h1> Audio & Transcription Services <h2> Getting Started <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	12	2	/capabilities/audio_transcription
<h1> Embeddings <h1> Services <h2> More <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	9	2	/capabilities/embeddings
<h1> Sampling <h1> Available Sampling Parameters <h2> Key Points <h2> Example <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	10	2	/capabilities/completion/sampling
<h1> MCP <h1> MCP Client Usage <h2> MCP Setup <h3> Step 1: Initialize the Mistral Client <h3> Step 2: Define Server Parameters and Create an Agent <h3> Step 3: Define Output Format and Create a Run Context <h3> Step 4: Register MCP Client <h3> Step 5: Run the Agent and Print Results <h2> Streaming Conversations <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	15	2	/agents/tools/mcp
<h1> Built-In Tools <h1> Usage <h2> General Usage <h2> Available Built-In Tools <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	10	2	/agents/tools/built-in
<h1> Fine-tuning with Synthetically Generated Data <h1> Objective: Personality [#objective-personality] <h2> Generate Data [#generate-data] <h2> Dataset [#dataset] <h2> Generation [#generation] <h2> Async [#async] <h2> Finetuning [#finetuning] <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	13	2	/cookbooks/mistral-data_generation-synthetic_data_gen_and_finetune
<h1> Changelog <h3> Mar 26 <h2> March 16 <h2> March 12 <h3> Feb 26 <h2> February 4 <h3> Jan 26 <h2> January 27 <h2> January 19 <h3> Dec 25 <h2> December 18 <h2> December 16 <h2> December 9 <h2> December 2 <h3> Sep 25 <h2> September 17 <h3> Aug 25 <h2> August 27 <h2> August 12 <h3> Jul 25 <h2> July 30 <h2> July 24 <h2> July 15 <h2> July 10 <h3> Jun 25 <h2> June 23 <h2> June 20 <h2> June 10 <h3> May 25 <h2> May 28 <h2> May 27 <h2> May 22 <h2> May 21 <h2> May 7 <h3> Apr 25 <h2> April 16 <h3> Mar 25 <h2> March 17 <h2> March 6 <h3> Feb 25 <h2> February 17 <h3> Jan 25 <h2> January 30 <h2> January 28 <h2> January 13 <h3> Nov 24 <h2> November 18 <h2> November 6 <h3> Oct 24 <h2> October 9 <h3> Sep 24 <h2> September 17 <h2> September 13 <h3> Jul 24 <h2> July 29 <h2> July 24 <h2> July 18 <h2> July 16 <h3> Jun 24 <h2> June 5 <h3> May 24 <h2> May 29 <h2> May 23 <h3> Apr 24 <h2> April 17 <h3> Mar 24 <h2> March 28 <h3> Feb 24 <h2> February 26 <h3> Jan 24 <h2> January 16 <h2> January 11 <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	78	1	/getting-started/changelog
<h1> Mistral Medium 3.1 <h3> Features <h2> Other Models <h3> Mistral Small 4 <h3> Leanstral <h3> Mistral Large 3 <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	12	1	/models/mistral-medium-3-1-25-08
<h1> Mistral Large 3 <h3> Features <h2> Other Models <h3> Mistral Small 4 <h3> Leanstral <h3> Mistral Medium 3.1 <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	12	1	/models/mistral-large-3-25-12
<h1> Magistral Medium 1.2 <h3> Features <h2> Other Models <h3> Mistral Small 4 <h3> Leanstral <h3> Mistral Large 3 <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	12	1	/models/magistral-medium-1-2-25-09
<h1> OCR 3 <h3> Features <h2> Other Models <h3> Mistral Small 4 <h3> Leanstral <h3> Mistral Large 3 <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	12	1	/models/ocr-3-25-12
<h1> Chat Endpoints <h3> Examples <h2> POST /v1/chat/completions [#operation-chat_completion_v1_chat_completions_post] <h3> Request Body [#operation-chat_completion_v1_chat_completions_post_request] <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	10	1	/api
<h1> Devstral 2 <h3> Features <h2> Other Models <h3> Mistral Small 4 <h3> Leanstral <h3> Mistral Large 3 <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	12	1	/models/devstral-2-25-12
<h1> Voxtral Mini Transcribe Realtime <h3> Features <h2> Other Models <h3> Mistral Small 4 <h3> Leanstral <h3> Mistral Large 3 <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	12	1	/models/voxtral-mini-transcribe-realtime-26-02
<h1> Ministral 3 14B <h3> Features <h2> Other Models <h3> Mistral Small 4 <h3> Leanstral <h3> Mistral Large 3 <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	12	1	/models/ministral-3-14b-25-12
<h2> Mistral AI Crawlers <h1> MistralAI-User <h2> Crawler Info <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	9	1	/robots
<h1> Codestral <h3> Features <h2> Other Models <h3> Mistral Small 4 <h3> Leanstral <h3> Mistral Large 3 <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	12	1	/models/codestral-25-08
<h1> Leanstral <h3> Features <h2> Other Models <h3> Mistral Small 4 <h3> Mistral Large 3 <h3> Mistral Medium 3.1 <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	12	1	/models/leanstral-26-03
<h1> Mistral 7B <h3> Weights <h2> Other Models <h3> Mistral Small 4 <h3> Leanstral <h3> Mistral Large 3 <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	12	1	/models/mistral-7b-0-3
<h1> Mistral Large 2.0 <h3> Weights <h2> Other Models <h3> Mistral Small 4 <h3> Leanstral <h3> Mistral Large 3 <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	12	1	/models/mistral-large-2-0-24-07
<h1> Codestral <h3> Features <h2> Other Models <h3> Mistral Small 4 <h3> Leanstral <h3> Mistral Large 3 <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	12	1	/models/codestral-25-01
<h1> Mistral Small 3.1 <h3> Features <h2> Other Models <h3> Mistral Small 4 <h3> Leanstral <h3> Mistral Large 3 <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	12	1	/models/mistral-small-3-1-25-03
<h1> Devstral Medium 1.0 <h3> Features <h2> Other Models <h3> Mistral Small 4 <h3> Leanstral <h3> Mistral Large 3 <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	12	1	/models/devstral-medium-1-0-25-07
<h1> Mistral Embed <h3> Features <h2> Other Models <h3> Mistral Small 4 <h3> Leanstral <h3> Mistral Large 3 <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	12	1	/models/mistral-embed-23-12
<h1> Pixtral 12B <h3> Features <h2> Other Models <h3> Mistral Small 4 <h3> Leanstral <h3> Mistral Large 3 <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	12	1	/models/pixtral-12b-24-09
<h1> Mathstral 7B <h3> Weights <h2> Other Models <h3> Mistral Small 4 <h3> Leanstral <h3> Mistral Large 3 <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	12	1	/models/mathstral-7b-0-1
<h1> Codestral Embed <h3> Features <h2> Other Models <h3> Mistral Small 4 <h3> Leanstral <h3> Mistral Large 3 <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	12	1	/models/codestral-embed-25-05
<h1> Mistral 7B <h3> Weights <h2> Other Models <h3> Mistral Small 4 <h3> Leanstral <h3> Mistral Large 3 <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	12	1	/models/mistral-7b-0-2
<h1> Mistral Small 3.0 <h3> Features <h2> Other Models <h3> Mistral Small 4 <h3> Leanstral <h3> Mistral Large 3 <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	12	1	/models/mistral-small-3-0-25-01
<h1> Ministral 3 3B <h3> Features <h2> Other Models <h3> Mistral Small 4 <h3> Leanstral <h3> Mistral Large 3 <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	12	1	/models/ministral-3-3b-25-12
<h1> Mistral Moderation <h3> Features <h2> Other Models <h3> Mistral Small 4 <h3> Leanstral <h3> Mistral Large 3 <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	12	1	/models/mistral-moderation-24-11
<h1> Magistral Medium 1.0 <h3> Features <h2> Other Models <h3> Mistral Small 4 <h3> Leanstral <h3> Mistral Large 3 <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	12	1	/models/magistral-medium-1-0-25-06
<h1> Mistral Small 4 <h3> Features <h2> Other Models <h3> Leanstral <h3> Mistral Large 3 <h3> Mistral Medium 3.1 <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	12	1	/models/mistral-small-4-0-26-03
<h1> Devstral Small 1.1 <h3> Features <h2> Other Models <h3> Mistral Small 4 <h3> Leanstral <h3> Mistral Large 3 <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	12	1	/models/devstral-small-1-1-25-07
<h1> Codestral <h3> Weights <h2> Other Models <h3> Mistral Small 4 <h3> Leanstral <h3> Mistral Large 3 <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	12	1	/models/codestral-24-05
<h1> Codestral Mamba 7B <h3> Weights <h2> Other Models <h3> Mistral Small 4 <h3> Leanstral <h3> Mistral Large 3 <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	12	1	/models/codestral-mamba-7b-0-1
<h1> Voxtral Small <h3> Features <h2> Other Models <h3> Mistral Small 4 <h3> Leanstral <h3> Mistral Large 3 <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	12	1	/models/voxtral-small-25-07
<h1> Ministral 8B <h3> Features <h2> Other Models <h3> Mistral Small 4 <h3> Leanstral <h3> Mistral Large 3 <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	12	1	/models/ministral-8b-24-1
<h1> Voxtral Mini Transcribe <h3> Features <h2> Other Models <h3> Mistral Small 4 <h3> Leanstral <h3> Mistral Large 3 <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	12	1	/models/voxtral-mini-transcribe-25-07
<h1> OCR 2 <h3> Features <h2> Other Models <h3> Mistral Small 4 <h3> Leanstral <h3> Mistral Large 3 <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	12	1	/models/ocr-2-25-05
<h1> Mixtral 8x7B <h3> Weights <h2> Other Models <h3> Mistral Small 4 <h3> Leanstral <h3> Mistral Large 3 <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	12	1	/models/mixtral-8x7b-0-1
<h1> Devstral Small 2 <h3> Features <h2> Other Models <h3> Mistral Small 4 <h3> Leanstral <h3> Mistral Large 3 <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	12	1	/models/devstral-small-2-25-12
<h1> Mixtral 8x22B <h3> Weights <h2> Other Models <h3> Mistral Small 4 <h3> Leanstral <h3> Mistral Large 3 <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	12	1	/models/mixtral-8x22b-0-1-0-3
<h1> Mistral Small Creative <h3> Features <h2> Other Models <h3> Mistral Small 4 <h3> Leanstral <h3> Mistral Large 3 <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	12	1	/models/mistral-small-creative-25-12
<h1> Mistral Nemo 12B <h3> Features <h2> Other Models <h3> Mistral Small 4 <h3> Leanstral <h3> Mistral Large 3 <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	12	1	/models/mistral-nemo-12b-24-07
<h1> Mistral Small 3.2 <h3> Features <h2> Other Models <h3> Mistral Small 4 <h3> Leanstral <h3> Mistral Large 3 <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	12	1	/models/mistral-small-3-2-25-06
<h1> Mistral 7B <h3> Weights <h2> Other Models <h3> Mistral Small 4 <h3> Leanstral <h3> Mistral Large 3 <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	12	1	/models/mistral-7b-0-1
<h1> Voxtral Mini <h3> Features <h2> Other Models <h3> Mistral Small 4 <h3> Leanstral <h3> Mistral Large 3 <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	12	1	/models/voxtral-mini-25-07
<h1> Mistral Saba <h3> Contact Us <h2> Other Models <h3> Mistral Small 4 <h3> Leanstral <h3> Mistral Large 3 <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	12	1	/models/mistral-saba-25-02
<h1> Magistral Small 1.1 <h3> Features <h2> Other Models <h3> Mistral Small 4 <h3> Leanstral <h3> Mistral Large 3 <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	12	1	/models/magistral-small-1-1-25-07
<h1> Mistral Next <h3> Contact Us <h2> Other Models <h3> Mistral Small 4 <h3> Leanstral <h3> Mistral Large 3 <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	12	1	/models/mistral-next
<h1> Devstral Small 1.0 <h3> Features <h2> Other Models <h3> Mistral Small 4 <h3> Leanstral <h3> Mistral Large 3 <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	12	1	/models/devstral-small-1-0-25-05
<h1> Magistral Small 1.2 <h3> Features <h2> Other Models <h3> Mistral Small 4 <h3> Leanstral <h3> Mistral Large 3 <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	12	1	/models/magistral-small-1-2-25-09
<h1> Voxtral Mini Transcribe 2 <h3> Features <h2> Other Models <h3> Mistral Small 4 <h3> Leanstral <h3> Mistral Large 3 <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	12	1	/models/voxtral-mini-transcribe-26-02
<h1> Magistral Medium 1.1 <h3> Features <h2> Other Models <h3> Mistral Small 4 <h3> Leanstral <h3> Mistral Large 3 <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	12	1	/models/magistral-medium-1-1-25-07
<h1> Mistral Large 1.0 <h3> Contact Us <h2> Other Models <h3> Mistral Small 4 <h3> Leanstral <h3> Mistral Large 3 <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	12	1	/models/mistral-large-1-0-24-02
<h1> Mistral Medium 3 <h3> Features <h2> Other Models <h3> Mistral Small 4 <h3> Leanstral <h3> Mistral Large 3 <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	12	1	/models/mistral-medium-3-25-05
<h1> OCR <h3> Contact Us <h2> Other Models <h3> Mistral Small 4 <h3> Leanstral <h3> Mistral Large 3 <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	12	1	/models/ocr-25-03
<h1> Ministral 3B <h3> Features <h2> Other Models <h3> Mistral Small 4 <h3> Leanstral <h3> Mistral Large 3 <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	12	1	/models/ministral-3b-24-1
<h1> Ministral 3 8B <h3> Features <h2> Other Models <h3> Mistral Small 4 <h3> Leanstral <h3> Mistral Large 3 <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	12	1	/models/ministral-3-8b-25-12
<h1> Mistral Small 1.0 <h3> Contact Us <h2> Other Models <h3> Mistral Small 4 <h3> Leanstral <h3> Mistral Large 3 <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	12	1	/models/mistral-small-1-0-24-02
<h1> Magistral Small 1.0 <h3> Features <h2> Other Models <h3> Mistral Small 4 <h3> Leanstral <h3> Mistral Large 3 <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	12	1	/models/magistral-small-1-0-25-06
<h1> Mistral Large 2.1 <h3> Features <h2> Other Models <h3> Mistral Small 4 <h3> Leanstral <h3> Mistral Large 3 <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	12	1	/models/mistral-large-2-1-24-11
<h1> Mistral Small 2.0 <h3> Features <h2> Other Models <h3> Mistral Small 4 <h3> Leanstral <h3> Mistral Large 3 <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	12	1	/models/mistral-small-2-0-24-09
<h1> Mistral Moderation 2 <h3> Features <h2> Other Models <h3> Mistral Small 4 <h3> Leanstral <h3> Mistral Large 3 <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	12	1	/models/mistral-moderation-26-03
<h1> Mistral Medium 1.0 <h3> Contact Us <h2> Other Models <h3> Mistral Small 4 <h3> Leanstral <h3> Mistral Large 3 <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	12	1	/models/mistral-medium-1-0-23-12
<h1> Pixtral Large <h3> Features <h2> Other Models <h3> Mistral Small 4 <h3> Leanstral <h3> Mistral Large 3 <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	12	1	/models/pixtral-large-24-11
<h1> Document Comprehension with Any Model via Tool Usage and OCR <h3> Method [#method] <h2> Tool Usage [#tool-usage] <h3> Setup [#setup] <h3> System and Tool [#system-and-tool] <h3> Test [#test] <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	12	1	/cookbooks/mistral-ocr-tool_usage
<h1> Bienvenue to Mistral AI Documentation <h2> Featured models <h3> Mistral Large 3 <h3> Devstral 2 <h3> Mistral Medium 3.1 <h2> Latest models <h3> OCR 3 <h3> Voxtral Mini Transcribe Realtime <h3> Devstral 2 <h3> Mistral Large 3 <h2> Start building <h3> Text and Chat Completions <h3> Vision <h3> Agents <h3> Reasoning <h3> Document AI <h3> Audio <h2> Useful Links <h3> Help Center <h3> Cookbooks <h3> AI Studio <h3> Discord <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	28	0	/
<h1> Models <h2> Featured Models <h3> Mistral Large 3 <h3> Devstral 2 <h3> Mistral Medium 3.1 <h2> Frontier Models <h3> Generalist <h3> Mistral Small 4 <h3> Mistral Large 3 <h3> Mistral Medium 3.1 <h3> Mistral Small 3.2 <h3> Ministral 3 14B <h3> Ministral 3 8B <h3> Ministral 3 3B <h3> Magistral Medium 1.2 <h3> Magistral Small 1.2 <h3> Specialist <h3> Leanstral <h3> OCR 3 <h3> Voxtral Mini Transcribe <h3> Voxtral Mini Transcribe 2 <h3> Voxtral Mini Transcribe Realtime <h3> Codestral <h3> Devstral 2 <h3> Codestral Embed <h3> Voxtral Mini <h3> Voxtral Small <h3> Mistral Moderation 2 <h3> Mistral Moderation <h2> Other Models <h3> Other Models <h3> Mistral Small Creative <h3> Devstral Small 2 <h3> Devstral Medium 1.0 <h3> Devstral Small 1.1 <h3> OCR 2 <h3> Mistral Medium 3 <h3> Mistral Large 2.1 <h3> Pixtral Large <h3> Mistral Nemo 12B <h3> Mistral Embed <h2> Legacy/Deprecated <h3> Legacy Models <h2> Useful Links <h3> Help Center <h3> Cookbooks <h3> AI Studio <h3> Discord <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	54	0	/getting-started/models
<h1> Mistral AI Cookbooks <h2> Topics <h2> Explore by Topics <h3> Agents <h3> OCR <h3> Finetuning <h3> Evaluation <h3> Function calling <h3> Structured outputs <h3> Multimodal <h3> Prefix <h3> Batch <h2> Featured Cookbooks <h2> Featured Cookbooks <h3> Chat with your Documents with built-in Document QnA <h3> Product Classification: Customise your own classifier for tailored food categorization <h3> Extract Data from Documents via Annotations <h3> HubSpot Dynamic Multi-Agent System with Magistral Reasoning <h3> 🛰️ Finetuning Pixtral on a satellite imagery dataset 🛰️ <h2> Useful Links <h3> Help Center <h3> Cookbooks <h3> AI Studio <h3> Discord <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	30	0	/cookbooks
<h1> Bienvenue to Mistral AI Documentation <h2> Featured models <h3> Mistral Large 3 <h3> Devstral 2 <h3> Mistral Medium 3.1 <h2> Latest models <h3> OCR 3 <h3> Voxtral Mini Transcribe Realtime <h3> Devstral 2 <h3> Mistral Large 3 <h2> Start building <h3> Text and Chat Completions <h3> Vision <h3> Agents <h3> Reasoning <h3> Document AI <h3> Audio <h2> Useful Links <h3> Help Center <h3> Cookbooks <h3> AI Studio <h3> Discord <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	28	0	/getting-started/introduction
<h1> Glossary <h2> LLM <h2> Text generation <h2> Tokens <h2> Mixture of Experts <h2> RAG <h2> Fine-tuning <h2> Function calling <h2> Embeddings <h2> Temperature <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	16	0	/getting-started/glossary
<h1> Product Datasheet Analysis using Document AI <h2> Overview [#overview] <h3> Use Case: Battery Procurement & Vendor Validation [#use-case-battery-procurement-vendor-validation] <h3> Input Files Required: [#input-files-required] <h3> Technology Stack: [#technology-stack] <h3> Key Features: [#key-features] <h2> 1. Setup and Imports [#1-setup-and-imports] <h2> 2. Define Data Schemas [#2-define-data-schemas] <h2> 3. Helper Functions [#3-helper-functions] <h2> 4. File Setup [#4-file-setup] <h2> 5. Extract Structured Data with Document Annotations [#5-extract-structured-data-with-document-annotations] <h3> How it works: [#how-it-works] <h3> Benefits: [#benefits] <h3> Note: [#note] <h2> 6. Generate Comparison Report [#6-generate-comparison-report] <h2> 7. Display Results [#7-display-results] <h2> 8. Export Results [#8-export-results] <h2> Conclusion [#conclusion] <h3> What We Built: [#what-we-built] <h3> Key Advantages: [#key-advantages] <h3> Technology Stack: [#technology-stack] <h3> Use Cases: [#use-cases] <h3> Extending This Cookbook: [#extending-this-cookbook] <h3> Limitations: [#limitations] <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	30	0	/cookbooks/mistral-ocr-product_datasheet_analysis-product_datasheet_analysis
<h1> RAG with Mistral AI, Azure AI Search and Azure AI Studio <h2> Overview [#overview] <h2> Prerequisites [#prerequisites] <h2> Steps [#steps] <h2> Install Required Packages [#install-required-packages] <h2> Load Data and Generate Mistral Embeddings [#load-data-and-generate-mistral-embeddings] <h2> Index Embeddings into Azure AI Search [#index-embeddings-into-azure-ai-search] <h3> Authenticate into Azure AI Search [#authenticate-into-azure-ai-search] <h3> Create a vector index [#create-a-vector-index] <h3> Estimate Cost for Embedding Generation [#estimate-cost-for-embedding-generation] <h3> Transform Dataset for Azure AI Search Upload [#transform-dataset-for-azure-ai-search-upload] <h3> Generate Embeddings [#generate-embeddings] <h3> Upload Documents [#upload-documents] <h2> Perform a Vector Search [#perform-a-vector-search] <h2> Ground retrieved results from Azure AI Search to Mistral-Large LLM [#ground-retrieved-results-from-azure-ai-search-to-mistral-large-llm] <h2> Ground Results to Mistral-Large hosted in Azure AI Studio [#ground-results-to-mistral-large-hosted-in-azure-ai-studio] <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	22	0	/cookbooks/third_party-azure_ai_search-azure_ai_search_rag
<h1> Moderation: Train your own moderation service <h2> Dataset [#dataset] <h3> Subset [#subset] <h2> Format Data [#format-data] <h2> Training [#training] <h3> WANDB [#wandb] <h3> Inference [#inference] <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	13	0	/cookbooks/mistral-classifier_factory-moderation_classifier
<h1> Mistral and Weights & Biases: Finetune an LLM judge so detect hallucination <h2> Load some data [#load-some-data] <h2> Eval [#eval] <h2> 7B [#7b] <h2> Iterate a bit on the prompt... [#iterate-a-bit-on-the-prompt] <h2> Large [#large] <h2> Fine-Tune FTW [#fine-tune-ftw] <h2> Upload dataset [#upload-dataset] <h2> Create a fine-tuning job [#create-a-fine-tuning-job] <h2> Use a fine-tuned model [#use-a-fine-tuned-model] <h2> Pre-finetuning on USB to improve performance on FIB [#pre-finetuning-on-usb-to-improve-performance-on-fib] <h2> Final results [#final-results] <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	18	0	/cookbooks/third_party-wandb-02_finetune_and_eval
<h1> Chat with Your PDF using Mistral and Streamlit <h2> Chat Interface [#chat-interface] <h2> Chatting with PDFs [#chatting-with-pdfs] <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	9	0	/cookbooks/third_party-streamlit-readme
<h1> RAG with Mistral AI and MongoDB <h2> Import needed libraries [#import-needed-libraries] <h2> Data preparation [#data-preparation] <h2> Connecting to MongoDB server [#connecting-to-mongodb-server] <h2> Getting the embeddings [#getting-the-embeddings] <h2> The last configuration on the MongoDB vector search index [#the-last-configuration-on-the-mongodb-vector-search-index] <h2> Finding similar documents [#finding-similar-documents] <h2> Question and answer function [#question-and-answer-function] <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	14	0	/cookbooks/third_party-mongodb-mongodb_mistral
<h1> Build a Chainlit App with Mistral AI <h2> Setup [#setup] <h3> Requirements [#requirements] <h3> Optional - Tracing [#optional-tracing] <h2> Define available tools [#define-available-tools] <h2> Agent logic [#agent-logic] <h2> On message callback [#on-message-callback] <h2> Starter questions [#starter-questions] <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	14	0	/cookbooks/third_party-chainlit-chainlit_mistral_reasoning
<h1> Build a Custom MCP Server on LeChat: Tic-Tac-Toe with MistralAI <h2> What You'll Create [#what-youll-create] <h2> Demo Video [#demo-video] <h2> What happens when you play on LeChat: [#what-happens-when-you-play-on-lechat] <h2> Project Structure [#project-structure] <h2> Python Dependencies [#python-dependencies] <h2> Get Mistral API key [#get-mistral-api-key] <h2> End to End Workflow Steps: [#end-to-end-workflow-steps] <h2> Building the Game Logic Foundation [#building-the-game-logic-foundation] <h3> The Challenge: Multiple Users, Multiple Games [#the-challenge-multiple-users-multiple-games] <h3> The Solution: Room-Based Sessions [#the-solution-room-based-sessions] <h3> What We're Building [#what-were-building] <h2> Building the MCP Server Layer [#building-the-mcp-server-layer] <h3> Understanding the MCP Layer [#understanding-the-mcp-layer] <h2> Deployment to Hugging Face Spaces [#deployment-to-hugging-face-spaces] <h3> Why Hugging Face Spaces? [#why-hugging-face-spaces] <h2> LeChat Integration [#lechat-integration] <h3> Prerequisites [#prerequisites] <h3> Server Information: [#server-information] <h3> Important Note: [#important-note] <h3> What You've Accomplished [#what-youve-accomplished] <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	27	0	/cookbooks/mistral-lechat_custom_mcp_server-tic-tac-toe-readme
<h1> Build a RAG application with Milvus Lite, Mistral and Llama-index <h2> Install Ollama [#install-ollama] <h3> Install the different dependencies [#install-the-different-dependencies] <h3> Download data [#download-data] <h3> Use Mistral Embedding [#use-mistral-embedding] <h3> Prepare out data to be stored in Milvus [#prepare-out-data-to-be-stored-in-milvus] <h3> Using Mistral AI API [#using-mistral-ai-api] <h3> Process and load the Data [#process-and-load-the-data] <h3> Finally, ask questions to our RAG system [#finally-ask-questions-to-our-rag-system] <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	15	0	/cookbooks/third_party-milvus-milvus_rag_french_parliament
<h1> Build NutriSense - An AI-powered food diet companion <h2> Features [#features] <h2> Architecture [#architecture] <h2> Example Queries [#example-queries] <h2> Prerequisites [#prerequisites] <h2> Installation [#installation] <h2> Usage [#usage] <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	13	0	/cookbooks/mistral-agents-agents_api-food_diet_companion-readme
<h1> Parallel Subtask Agent Workflow <h2> Introduction [#introduction] <h2> Workflow Overview [#workflow-overview] <h2> Solution Architecture [#solution-architecture] <h3> Installation [#installation] <h3> Imports [#imports] <h3> Set your API keys [#set-your-api-keys] <h3> Initialize Mistral client [#initialize-mistral-client] <h3> Tavily API configuration [#tavily-api-configuration] <h3> Pydantic Models for Structured Data [#pydantic-models-for-structured-data] <h3> API Utility Functions [#api-utility-functions] <h3> Async Worker Functions [#async-worker-functions] <h2> Main Workflow Function [#main-workflow-function] <h3> Run workflow with an example task [#run-workflow-with-an-example-task] <h3> Final Response [#final-response] <h3> Examining Orchestrator Analysis, Subtask information and responses [#examining-orchestrator-analysis-subtask-information-and-responses] <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	22	0	/cookbooks/mistral-agents-non_framework-agentic_workflows-parallel_subtask_agentic_workflow
<h1> PDF Summarization with Indexify and Mistral <h2> Introduction [#introduction] <h2> Prerequisites [#prerequisites] <h2> Setup [#setup] <h3> Install Indexify [#install-indexify] <h3> Install Required Extractors [#install-required-extractors] <h2> Creating the Extraction Graph [#creating-the-extraction-graph] <h2> Implementing the Summarization Pipeline [#implementing-the-summarization-pipeline] <h2> Customization and Advanced Usage [#customization-and-advanced-usage] <h2> Conclusion [#conclusion] <h2> Next Steps [#next-steps] <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	17	0	/cookbooks/third_party-indexify-pdf-summarization-pdf-summarization
<h1> RAG with Mistral AI and Pinecone <h2> Data Preparation [#data-preparation] <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	8	0	/cookbooks/third_party-pinecone-pinecone_rag
<h1> Using Mistral AI with Haystack <h2> Index URLs with Mistral Embeddings [#index-urls-with-mistral-embeddings] <h2> Chat With the URLs with Mistral Generative Models [#chat-with-the-urls-with-mistral-generative-models] <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	9	0	/cookbooks/third_party-haystack-haystack_chat_with_docs
<h1> Chat with Your PDF using Mistral and Mesop <h2> Chat Interface [#chat-interface] <h2> Chatting with PDFs [#chatting-with-pdfs] <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	9	0	/cookbooks/third_party-mesop-readme
<h1> Document Chunking <h2> Setup [#setup] <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	8	0	/cookbooks/mistral-ocr-documentchunking-readme
<h1> 🐫 Using CAMEL to Do Graph RAG with Mistral Models <h2> 📦 Installation [#installation] <h2> 🔧 Setup [#setup] <h2> 🔑 Setting Up API Keys [#setting-up-api-keys] <h2> 🗄️ Configuring Neo4j Graph Database [#configuring-neo4j-graph-database] <h2> 🧠 Creating the Model [#creating-the-model] <h2> 🤖 Generate a Knowledge Graph Using CAMEL's Agent [#generate-a-knowledge-graph-using-camels-agent] <h3> 🎉 Now you can go to here to check the knowledge graph built with CAMEL's Knowledge Graph Agent and Mistral AI's Mistral Large 2 model! [#now-you-can-go-to-here-to-check-the-knowledge-graph-built-with-camels-knowledge-graph-agent-and-mistral-ais-mistral-large-2-model] <h2> 🗃️ Running Graph RAG with CAMEL [#running-graph-rag-with-camel] <h2> 🌟 Highlights [#highlights] <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	16	0	/cookbooks/third_party-camel_ai-camel_graph_rag
<h1> RAG Observability with Mistral AI and Langtrace <h2> Imports & Initialize clients [#imports-initialize-clients] <h2> Use Langchain to split pdf into chunks [#use-langchain-to-split-pdf-into-chunks] <h2> Setup Chroma & Insert pdf chunks [#setup-chroma-insert-pdf-chunks] <h2> Query Collection [#query-collection] <h2> Run everything together and monitor using Langtrace. [#run-everything-together-and-monitor-using-langtrace] <h2> First Two Screenshots showcase the Trace and span structure of the whole RAG App. [#first-two-screenshots-showcase-the-trace-and-span-structure-of-the-whole-rag-app] <h2> Second Two Screenshots are details of Mistral's Run. [#second-two-screenshots-are-details-of-mistrals-run] <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	14	0	/cookbooks/third_party-langtrace-langtrace_mistral
<h1> Call Transcript-to-PRD-to-Ticket Agent: Converting Meeting Transcripts to Linear Tickets using Mistral AI LLMs <h2> Problem Statement [#problem-statement] <h2> Our Solution [#our-solution] <h3> Stage 1: PRD Generation [#stage-1-prd-generation] <h3> Stage 2: Feature & Technical requirements Extraction [#stage-2-feature-technical-requirements-extraction] <h2> Mistral LLM Integration [#mistral-llm-integration] <h3> Installation [#installation] <h3> Imports [#imports] <h3> Download Call Transcript [#download-call-transcript] <h3> Configuration and Setup [#configuration-and-setup] <h2> API Setup [#api-setup] <h3> Data Models [#data-models] <h3> PRD Generation Agent [#prd-generation-agent] <h3> Ticket Creation Agent [#ticket-creation-agent] <h3> Workflow Orchestrator [#workflow-orchestrator] <h3> Parse The Call Transcript [#parse-the-call-transcript] <h3> Running the Pipeline [#running-the-pipeline] <h3> Understanding the Output [#understanding-the-output] <h3> Next Steps [#next-steps] <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	25	0	/cookbooks/mistral-agents-non_framework-transcript_linearticket_agent-transcripttolinearticketagent
<h1> Chat with your Documents with built-in Document QnA <h2> Use our built-in Document QnA feature [#use-our-built-in-document-qna-feature] <h3> Method [#method] <h2> Built-In [#built-in] <h3> Setup [#setup] <h3> System and Regex [#system-and-regex] <h3> Test [#test] <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	13	0	/cookbooks/mistral-ocr-document_understanding
<h1> Evaluating RAG: Using Mistral Models for LLM as a Judge (With Structured Outputs) <h2> Imports & API Key Setting [#imports-api-key-setting] <h2> Main Code For LLM As A Judge For RAG (With Structured Outputs) [#main-code-for-llm-as-a-judge-for-rag-with-structured-outputs] <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	9	0	/cookbooks/mistral-evaluation-rag_evaluation
<h1> Property Graph with Pre-defined Schemas <h2> Setup [#setup] <h2> Download Data [#download-data] <h2> Load Data [#load-data] <h2> Graph Construction [#graph-construction] <h2> Neo4j setup [#neo4j-setup] <h2> PropertyGraphIndex construction [#propertygraphindex-construction] <h2> Setup Retrievers [#setup-retrievers] <h2> Querying [#querying] <h3> Retriever [#retriever] <h3> QueryEngine [#queryengine] <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	17	0	/cookbooks/third_party-llamaindex-propertygraphs-property_graph_predefined_schema
<h1> Financial Analyst with MistralAI Agents API and MCP <h2> Use Case [#use-case] <h2> Architecture [#architecture] <h3> Main Application [#main-application] <h3> MCP Servers [#mcp-servers] <h2> Installation [#installation] <h2> Environment Setup [#environment-setup] <h2> Usage [#usage] <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	14	0	/cookbooks/mistral-agents-agents_api-financial_analyst-readme
<h1> 🐫 CAMEL Role-Playing Scraper for Report & Knowledge Graph Generation <h2> 📦 Installation [#installation] <h2> 🔑 Setting Up API Keys [#setting-up-api-keys] <h2> 🌐 Web Scraping with Firecrawl [#web-scraping-with-firecrawl] <h2> 🛠️ Web Information Retrieval using CAMEL's RAG and Firecrawl [#web-information-retrieval-using-camels-rag-and-firecrawl] <h3> Setting Up Firecrawl with CAMEL's RAG [#setting-up-firecrawl-with-camels-rag] <h2> 📹 Monitoring AI Agents with AgentOps [#monitoring-ai-agents-with-agentops] <h2> 🧠 Knowledge Graph Construction [#knowledge-graph-construction] <h2> 🤖🤖 Multi-Agent Role-Playing with CAMEL [#multi-agent-role-playing-with-camel] <h2> 🌟 Highlights [#highlights] <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	16	0	/cookbooks/third_party-camel_ai-camel_roleplaying_scraper
<h1> HubSpot Dynamic Multi-Agent System with Magistral Reasoning <h2> Problem Statement [#problem-statement] <h3> Traditional CRM Challenges [#traditional-crm-challenges] <h3> Sample Query [#sample-query] <h2> Solution Architecture [#solution-architecture] <h3> AgentOrchestrator [#agentorchestrator] <h3> LeadAgent [#leadagent] <h3> Dynamic Sub-Agents [#dynamic-sub-agents] <h3> HubSpot API Connector [#hubspot-api-connector] <h3> SynthesisAgent [#synthesisagent] <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	16	0	/cookbooks/mistral-agents-non_framework-hubspot_dynamic_multi_agent…bspot_dynamic_multi_agent_system
<h1> Web Search with References <h2> Introduction [#introduction] <h2> Mistral's Web Search Capabilities [#mistrals-web-search-capabilities] <h2> Step 1: Initialize the Mistral client [#step-1-initialize-the-mistral-client] <h2> Step 2 : Define the function calling tool to search Wikipedia. [#step-2-define-the-function-calling-tool-to-search-wikipedia] <h2> Step 3: Define Method to Search Wikipedia Associated with the Tool [#step-3-define-method-to-search-wikipedia-associated-with-the-tool] <h2> Step 4: Perform the Tool Call and Search Wikipedia [#step-4-perform-the-tool-call-and-search-wikipedia] <h2> Step 5: Call Mistral with the Tool Call Result [#step-5-call-mistral-with-the-tool-call-result] <h2> Step 6 : Streaming completion with references [#step-6-streaming-completion-with-references] <h3> WHY MISTRAL <h3> EXPLORE <h3> DOCUMENTATION <h3> BUILD <h3> LEGAL <h3> COMMUNITY	15	0	/cookbooks/mistral-rag-mistral-reference-rag
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Reason	Skipped URL 🔼	Source	Found at URL
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External URLs

317 external URL(s)

Found 200 row(s).

External URL	Pages 🔽	Found on URL (max 5)
https://aclanthology.org/2022.acl-long.468/	1	/deprecated/customization
https://admin.mistral.ai/organization/billing	1	/getting-started/quickstart
https://admin.mistral.ai/organization/workspaces	1	/getting-started/quickstart
https://agents.md/	1	/mistral-vibe/agents-skills
https://agentskills.io/specification	1	/mistral-vibe/agents-skills
https://ai.meta.com/research/publications/llama-guard-llm-based-inp…uard-for-human-ai-conversations/	1	/deprecated/customization
https://api.linear.app/graphql	1	/cookbooks/mistral-agents-non_framework-transcript_linearticket_agent-transcripttolinearticketagent
https://app.agentops.ai/signin	1	/cookbooks/third_party-camel_ai-camel_roleplaying_scraper
https://app.tavily.com/home	1	/cookbooks/mistral-agents-non_framework-agentic_workflows-parallel_subtask_agentic_workflow
https://artificialanalysis.ai/leaderboard	1	/getting-started/models/compare
https://chat.mistral.ai/	1	/getting-started/changelog
https://classifier-factory.platform-docs-9m1.pages.dev/capabilities/finetuning/classifier_factory/	1	/cookbooks/mistral-classifier_factory-moderation_classifier
https://cloud.getliteral.ai/thread/ea173d7d-a53f-4eaf-a451-82090b07e6ff	1	/cookbooks/third_party-chainlit-chainlit_mistral_reasoning
https://clover.com/privacy	1	/capabilities/vision
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https://colab.research.google.com/drive/1meBf9w8KzZvQdQU2I1bCyOg9ehoGDK1u?authuser=1	1	/cookbooks/third_party-camel_ai-camel_roleplaying_scraper
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https://docs.cerebrium.ai/cerebrium/environments/custom-images	1	/deployment/self-deployment/cerebrium
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https://docs.getliteral.ai/get-started/installation	1	/cookbooks/third_party-chainlit-chainlit_mistral_reasoning
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https://github.com/NVIDIA/TensorRT-LLM	1	/deployment/self-deployment
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https://github.com/PCfVW	1	/ambassadors
https://github.com/apache/.github/blob/main/LICENSE	1	/deployment/ai-studio
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https://github.com/deep-diver	1	/ambassadors
https://github.com/deepset-ai/haystack	1	/cookbooks/third_party-haystack-haystack_chat_with_docs
https://github.com/eirkostop/SQL-Northwind-exercises	1	/cookbooks/third_party-neon-neon_text_to_sql
https://github.com/explodinggradients/ragas	1	/deprecated/customization
https://github.com/gbaptista/mistral-ai	1	/getting-started/clients
https://github.com/icebaker/ruby-nano-bots	1	/getting-started/clients
https://github.com/ivangabriele/mistralai-client-rs	1	/getting-started/clients
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https://github.com/milvus-io/milvus	1	/cookbooks/third_party-milvus-milvus_rag_french_parliament
https://github.com/mistralai	1	/
https://github.com/mistralai/client-js/tree/main/examples	1	/getting-started/clients
https://github.com/mistralai/client-python	1	/getting-started/clients
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https://github.com/mistralai/cookbook/tree/main/mistral/agents/agents_api/financial_analyst	1	/agents/introduction
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https://github.com/mistralai/cookbook/tree/main/mistral/agents/agents_api/github_agent	1	/agents/introduction
https://github.com/mistralai/cookbook/tree/main/mistral/agents/agents_api/prd_linear_ticket	1	/agents/introduction
https://github.com/mistralai/cookbook/tree/main/mistral/agents/agents_api/travel_assistant	1	/agents/introduction
https://github.com/mistralai/cookbook/tree/main/third_party/E2B_Cod…ng/codestral-code-interpreter-js	1	/capabilities/code_generation
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https://huggingface.co/datasets/google/civil_comments	1	/cookbooks/mistral-classifier_factory-moderation_classifier
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https://legal.mistral.ai/ai-governance/models/pixtral-large	1	/models/pixtral-large-24-11
https://legal.mistral.ai/ai-governance/models/voxtral-small	1	/models/voxtral-mini-transcribe-realtime-26-02
https://linkedin.com/company/mistralai	1	/
https://linkedin.com/in/dariusbdockery	1	/ambassadors
https://lmarena.ai/leaderboard	1	/getting-started/models/compare
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
17 ms	200	/cookbooks/mistral-evaluation-rag_evaluation
17 ms	200	/models/codestral-mamba-7b-0-1
18 ms	200	/models/labs
18 ms	200	/agents/tools/function_calling
18 ms	200	/models/mistral-large-1-0-24-02
18 ms	200	/models/mistral-nemo-12b-24-07
18 ms	200	/models/mistral-small-3-1-25-03
18 ms	200	/getting-started/models/compare?models=mistral-medium-3-1-25-08
19 ms	200	/capabilities/document_ai
19 ms	200	/agents/tools/built-in/image_generation
19 ms	200	/models/mistral-large-3-25-12
19 ms	200	/models/ministral-8b-24-1
19 ms	200	/cookbooks/mistral-ocr-product_datasheet_analysis-product_datasheet_analysis
19 ms	200	/models/mistral-small-2-0-24-09
19 ms	200	/models/mistral-saba-25-02
20 ms	200	/agents/introduction
20 ms	200	/getting-started/introduction
20 ms	200	/models/mistral-small-creative-25-12
20 ms	200	/models/devstral-small-2-25-12
20 ms	200	/capabilities/guardrailing
No rows found, please edit your search term.

TOP slowest URLs

Found 20 row(s).

Time 🔽	Status	Slow URL
1.3 s	200	/cookbooks/third_party-camel_ai-camel_roleplaying_scraper
1.1 s	200	/cookbooks/third_party-phoenix-arize_phoenix_evaluate_rag
1.1 s	200	/models/voxtral-mini-25-07
931 ms	200	/agents/tools/built-in/document_library
811 ms	200	/ambassadors
802 ms	200	/agents/tools/built-in/code_interpreter
797 ms	200	/deployment/self-deployment/cloudflare
784 ms	200	/cookbooks/mistral-agents-non_framework-agentic_workflows-parallel_subtask_agentic_workflow
773 ms	200	/models/magistral-medium-1-0-25-06
771 ms	200	/robots
770 ms	200	/cookbooks/mistral-agents-non_framework-hubspot_dynamic_multi_agent…bspot_dynamic_multi_agent_system
704 ms	200	/deprecated/finetuning
702 ms	200	/models/magistral-small-1-0-25-06
696 ms	200	/models/mistral-7b-0-2
693 ms	200	/models/devstral-small-1-0-25-05
658 ms	200	/cookbooks/third_party-chainlit-chainlit_mistral_reasoning
650 ms	200	/cookbooks/mistral-rag-mistral-reference-rag
633 ms	200	/deployment/self-deployment/trt
624 ms	200	/cookbooks/third_party-llamaindex-propertygraphs-property_graph_predefined_schema
609 ms	200	/deployment/self-deployment/cerebrium
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	298	76 MB	36 s	123 ms	150	0	148
Redirect	7	989 B	119 ms	17 ms	0	7	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	298	76 MB	36 s	123 ms	150	0	148
text / html	7	989 B	119 ms	17 ms	0	7	0

Source domains

Domain	Totals	HTML	Redirect
docs.mistral.ai	305 / 76MB / 36s	298 / 76MB / 36s	7 / 989B / 119ms

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Date	305	-	[ignored generic values]	2026-03-24	2026-03-24
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Last-Modified	5	-	[ignored generic values]	2026-03-20	2026-03-20
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No rows found, please edit your search term.

(+) Show entire table

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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 + ETag	150	0 s	0 s	0 s
HTML	Cache-Control	143	0 s	0 s	0 s
Other	No cache headers	51	-	-	-
Redirect	Cache-Control	7	0 s	0 s	0 s
HTML	Cache-Control + ETag + Last-Modified	5	0 s	0 s	0 s

HTTP Caching by domain

Domain	Cache type	URLs 🔽	AVG lifetime	MIN lifetime	MAX lifetime
docs.mistral.ai	Cache-Control + ETag	150	0 s	0 s	0 s
docs.mistral.ai	Cache-Control	150	0 s	0 s	0 s
docs.mistral.ai	No cache headers	51	-	-	-
docs.mistral.ai	Cache-Control + ETag + Last-Modified	5	0 s	0 s	0 s

HTTP Caching by domain and content type

Domain	Content type	Cache type	URLs 🔽	AVG lifetime	MIN lifetime	MAX lifetime
docs.mistral.ai	HTML	Cache-Control + ETag	150	0 s	0 s	0 s
docs.mistral.ai	HTML	Cache-Control	143	0 s	0 s	0 s
docs.mistral.ai	Other	No cache headers	51	-	-	-
docs.mistral.ai	Redirect	Cache-Control	7	0 s	0 s	0 s
docs.mistral.ai	HTML	Cache-Control + ETag + Last-Modified	5	0 s	0 s	0 s

DNS info

DNS resolving tree
docs.mistral.ai
312dbf268cf2209e.vercel-dns-016.com
IPv4: 312dbf268cf2209e.vercel-dns-016.com.
IPv4: 216.150.1.65
IPv4: 216.150.16.65

DNS server: 127.0.0.53

SSL/TLS info

Info	Text
Issuer	C = US, O = Let's Encrypt, CN = R13
Subject	CN = docs.mistral.ai
Valid from	Feb 19 07:08:17 2026 GMT (VALID already 33.3 day(s))
Valid to	May 20 07:08:16 2026 GMT (VALID still for 56.7 day(s))
Supported protocols	TLSv1.2, TLSv1.3
RAW certificate output	Certificate: Data: Version: 3 (0x2) Serial Number: 05:e4:96:3f:7b:bd:ee:84:d8:0e:65:f6:84:81:70:58:20:ad Signature Algorithm: sha256WithRSAEncryption Issuer: C = US, O = Let's Encrypt, CN = R13 Validity Not Before: Feb 19 07:08:17 2026 GMT Not After : May 20 07:08:16 2026 GMT Subject: CN = docs.mistral.ai Subject Public Key Info: Public Key Algorithm: rsaEncryption Public-Key: (2048 bit) Modulus: 00:bd:22:d5:d5:03:d7:ed:7b:3f:f8:eb:8d:ae:3e: a2:30:54:f4:e6:bd:88:13:6e:db:37:27:a6:53:f4: 92:46:a8:3f:01:cd:aa:a2:d0:4a:36:ff:77:44:ba: fe:cf:ca:ef:98:84:98:a8:c3:bd:bd:a1:37:ce:51: f9:07:6e:b1:21:04:5f:a0:49:d0:d5:31:7b:bd:fd: e2:05:7d:40:dc:02:67:4c:c9:1f:20:88:16:f8:c9: e9:dc:aa:da:54:c9:80:25:dd:9d:f9:a9:f3:e7:5a: 30:db:6a:69:6a:79:5d:d4:de:c4:db:e4:2c:46:50: 04:2f:49:cd:d1:6a:67:af:4a:5f:ce:b5:0b:8e:95: 72:c2:ac:d4:c9:26:cd:bc:bf:aa:a3:4e:d9:fb:4f: 0a:2b:f7:80:8c:92:9a:10:b9:c0:1d:ea:1a:70:6e: 22:9a:8a:6c:a7:53:20:c1:b7:e5:06:c0:15:b1:fe: 67:24:a0:10:3c:f1:b3:e8:8d:04:35:c3:a0:d8:36: ea:b6:20:fe:d1:8b:75:3f:13:23:96:68:10:1b:0e: 11:9f:97:ca:8c:60:9b:71:14:91:1b:ea:02:43:05: f7:f9:38:88:67:1d:31:33:01:70:55:29:16:b8:ed: 10:27:8b:b0:fc:44:e4:87:b8:34:69:ec:85:2b:a5: c8:cd Exponent: 65537 (0x10001) X509v3 extensions: X509v3 Key Usage: critical Digital Signature, Key Encipherment X509v3 Extended Key Usage: TLS Web Server Authentication X509v3 Basic Constraints: critical CA:FALSE X509v3 Subject Key Identifier: 5A:7E:A0:7D:C9:B5:CC:A0:93:C6:0F:B9:F5:EC:9F:3C:8C:AE:BD:AD X509v3 Authority Key Identifier: E7:AB:9F:0F:2C:33:A0:53:D3:5E:4F:78:C8:B2:84:0E:3B:D6:92:33 Authority Information Access: CA Issuers - URI:http://r13.i.lencr.org/ X509v3 Subject Alternative Name: DNS:docs.mistral.ai X509v3 Certificate Policies: Policy: 2.23.140.1.2.1 X509v3 CRL Distribution Points: Full Name: URI:http://r13.c.lencr.org/46.crl CT Precertificate SCTs: Signed Certificate Timestamp: Version : v1 (0x0) Log ID : 0E:57:94:BC:F3:AE:A9:3E:33:1B:2C:99:07:B3:F7:90: DF:9B:C2:3D:71:32:25:DD:21:A9:25:AC:61:C5:4E:21 Timestamp : Feb 19 08:06:47.749 2026 GMT Extensions: none Signature : ecdsa-with-SHA256 30:46:02:21:00:C0:54:1A:CD:AE:74:32:44:B2:00:47: AE:89:27:62:11:9D:F4:51:07:DB:FC:3B:AA:9D:94:38: 4D:3C:30:D7:87:02:21:00:AC:4B:17:A0:4C:4F:78:C8: 6E:E1:D2:9C:7A:8B:73:B8:F5:19:A7:7A:0D:0C:F8:1A: 14:87:E2:2B:69:5D:7B:EC Signed Certificate Timestamp: Version : v1 (0x0) Log ID : D1:6E:A9:A5:68:07:7E:66:35:A0:3F:37:A5:DD:BC:03: A5:3C:41:12:14:D4:88:18:F5:E9:31:B3:23:CB:95:04 Timestamp : Feb 19 08:06:47.992 2026 GMT Extensions: none Signature : ecdsa-with-SHA256 30:45:02:21:00:9C:DC:5A:8C:8D:29:90:41:E5:D9:4F: 11:DE:E0:6F:F4:FC:80:22:59:69:82:58:87:66:15:F0: 69:A8:15:C2:8B:02:20:34:7D:F3:3D:FA:31:8A:8F:0B: 4B:9F:3C:D7:05:2B:BD:D1:A5:55:34:25:FF:09:17:6B: F3:4D:25:CE:9C:6E:67 Signature Algorithm: sha256WithRSAEncryption Signature Value: 65:fd:8d:12:38:e3:fb:ec:46:e3:5e:35:d4:62:43:c6:40:2c: 01:8f:62:ae:8e:38:60:dd:38:64:b6:38:64:ae:21:38:96:99: 25:0c:00:6f:e5:00:25:fa:03:40:6e:a8:13:b0:e0:ee:ab:03: 97:31:c7:1a:3d:10:37:25:18:81:1c:48:58:83:b0:e6:b3:ca: ff:8e:f1:09:63:5d:8b:7f:57:7b:1b:06:13:79:de:d4:c9:68: 06:1f:1c:9e:64:b6:49:0b:a7:00:51:91:6c:1b:e1:94:f2:f4: f3:bb:6c:13:ae:36:50:59:7b:5b:fe:d6:3f:4d:28:75:86:dc: 1c:04:c4:b9:05:cc:d3:f6:41:9f:21:bd:db:67:f1:19:2d:eb: cc:32:d7:9e:7f:0a:1d:3c:0e:dd:6e:4e:83:62:0c:fd:53:83: f1:e5:b0:3a:89:b8:02:b7:fe:b5:d2:cb:fd:c0:d0:17:3b:16: df:b4:e1:3b:bf:ef:c2:18:2d:b3:fe:f7:e6:88:0a:f4:23:63: 22:18:15:9a:59:56:53:a4:84:28:d1:22:ef:cf:22:ab:96:c3: 2b:33:2f:ee:8e:33:47:fb:ea:67:ac:bd:3f:1e:f9:d8:82:4d: a5:ae:76:a9:51:b0:f0:df:81:03:bc:57:19:1c:8b:d9:fd:f5: 66:20:be:cb
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 === 40C70028AB7E0000: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 === 40E78A685B7A0000: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 = Internet Security Research Group, CN = ISRG Root X1 verify return:1 depth=1 C = US, O = Let's Encrypt, CN = R13 verify return:1 depth=0 CN = docs.mistral.ai verify return:1 CONNECTED(00000003) --- Certificate chain 0 s:CN = docs.mistral.ai i:C = US, O = Let's Encrypt, CN = R13 a:PKEY: rsaEncryption, 2048 (bit); sigalg: RSA-SHA256 v:NotBefore: Feb 19 07:08:17 2026 GMT; NotAfter: May 20 07:08:16 2026 GMT 1 s:C = US, O = Let's Encrypt, CN = R13 i:C = US, O = Internet Security Research Group, CN = ISRG Root X1 a:PKEY: rsaEncryption, 2048 (bit); sigalg: RSA-SHA256 v:NotBefore: Mar 13 00:00:00 2024 GMT; NotAfter: Mar 12 23:59:59 2027 GMT --- Server certificate -----BEGIN CERTIFICATE----- MIIE8TCCA9mgAwIBAgISBeSWP3u97oTYDmX2hIFwWCCtMA0GCSqGSIb3DQEBCwUA MDMxCzAJBgNVBAYTAlVTMRYwFAYDVQQKEw1MZXQncyBFbmNyeXB0MQwwCgYDVQQD EwNSMTMwHhcNMjYwMjE5MDcwODE3WhcNMjYwNTIwMDcwODE2WjAaMRgwFgYDVQQD Ew9kb2NzLm1pc3RyYWwuYWkwggEiMA0GCSqGSIb3DQEBAQUAA4IBDwAwggEKAoIB AQC9ItXVA9ftez/4642uPqIwVPTmvYgTbts3J6ZT9JJGqD8Bzaqi0Eo2/3dEuv7P yu+YhJiow729oTfOUfkHbrEhBF+gSdDVMXu9/eIFfUDcAmdMyR8giBb4yencqtpU yYAl3Z35qfPnWjDbamlqeV3U3sTb5CxGUAQvSc3RamevSl/OtQuOlXLCrNTJJs28 v6qjTtn7Twor94CMkpoQucAd6hpwbiKaimynUyDBt+UGwBWx/mckoBA88bPojQQ1 w6DYNuq2IP7Ri3U/EyOWaBAbDhGfl8qMYJtxFJEb6gJDBff5OIhnHTEzAXBVKRa4 7RAni7D8ROSHuDRp7IUrpcjNAgMBAAGjggIWMIICEjAOBgNVHQ8BAf8EBAMCBaAw EwYDVR0lBAwwCgYIKwYBBQUHAwEwDAYDVR0TAQH/BAIwADAdBgNVHQ4EFgQUWn6g fcm1zKCTxg+59eyfPIyuva0wHwYDVR0jBBgwFoAU56ufDywzoFPTXk94yLKEDjvW kjMwMwYIKwYBBQUHAQEEJzAlMCMGCCsGAQUFBzAChhdodHRwOi8vcjEzLmkubGVu Y3Iub3JnLzAaBgNVHREEEzARgg9kb2NzLm1pc3RyYWwuYWkwEwYDVR0gBAwwCjAI BgZngQwBAgEwLgYDVR0fBCcwJTAjoCGgH4YdaHR0cDovL3IxMy5jLmxlbmNyLm9y Zy80Ni5jcmwwggEFBgorBgEEAdZ5AgQCBIH2BIHzAPEAdwAOV5S8866pPjMbLJkH s/eQ35vCPXEyJd0hqSWsYcVOIQAAAZx07/DFAAAEAwBIMEYCIQDAVBrNrnQyRLIA R66JJ2IRnfRRB9v8O6qdlDhNPDDXhwIhAKxLF6BMT3jIbuHSnHqLc7j1Gad6DQz4 GhSH4itpXXvsAHYA0W6ppWgHfmY1oD83pd28A6U8QRIU1IgY9ekxsyPLlQQAAAGc dO/xuAAABAMARzBFAiEAnNxajI0pkEHl2U8R3uBv9PyAIllpgliHZhXwaagVwosC IDR98z36MYqPC0ufPNcFK73RpVU0Jf8JF2vzTSXOnG5nMA0GCSqGSIb3DQEBCwUA A4IBAQBl/Y0SOOP77EbjXjXUYkPGQCwBj2Kujjhg3ThktjhkriE4lpklDABv5QAl +gNAbqgTsODuqwOXMccaPRA3JRiBHEhYg7Dms8r/jvEJY12Lf1d7GwYTed7UyWgG HxyeZLZJC6cAUZFsG+GU8vTzu2wTrjZQWXtb/tY/TSh1htwcBMS5BczT9kGfIb3b Z/EZLevMMteefwodPA7dbk6DYgz9U4Px5bA6ibgCt/610sv9wNAXOxbftOE7v+/C GC2z/vfmiAr0I2MiGBWaWVZTpIQo0SLvzyKrlsMrMy/ujjNH++pnrL0/HvnYgk2l rnapUbDw34EDvFcZHIvZ/fVmIL7L -----END CERTIFICATE----- subject=CN = docs.mistral.ai issuer=C = US, O = Let's Encrypt, CN = R13 --- No client certificate CA names sent Peer signing digest: SHA256 Peer signature type: RSA-PSS Server Temp Key: X25519, 253 bits --- SSL handshake has read 3151 bytes and written 305 bytes Verification: OK --- New, TLSv1.2, Cipher is ECDHE-RSA-AES128-GCM-SHA256 Server public key is 2048 bit Secure Renegotiation IS supported Compression: NONE Expansion: NONE No ALPN negotiated SSL-Session: Protocol : TLSv1.2 Cipher : ECDHE-RSA-AES128-GCM-SHA256 Session-ID: C74CF5C9B26666C9C8B3350820A1B093014EFF6E5F49BFD1C67BE97E81D202D1 Session-ID-ctx: Master-Key: C2FD052F00C5C091F6D4AACA35B4A07A7D56755C566E0F9DBA860770DE769463520D34A0F3FD1F6EAB48AAE1CB989F80 PSK identity: None PSK identity hint: None SRP username: None TLS session ticket: 0000 - 3a fc c8 c6 ce 13 ab 4c-b2 e0 1f 5c bd 82 a6 53 :......L...\...S 0010 - 1a 7f 3d 34 6b 9f 9f 28-4a 72 2b ec 42 85 a7 a0 ..=4k..(Jr+.B... 0020 - c1 17 40 8d 39 c3 7e f8-68 0e fe 47 a4 cf 8d 49 ..@.9.~.h..G...I 0030 - 8c 9e 09 ce 62 81 e4 a6-4e 3d db 0a c2 2f 45 c4 ....b...N=.../E. 0040 - 9f 40 24 0b f3 9f 0c 6d-e1 02 86 77 25 ab 3b 17 .@$....m...w%.;. 0050 - 66 9b d5 5f ed 1e 6e db-09 64 b0 15 78 3e 75 51 f.._..n..d..x>uQ 0060 - 52 b4 f2 d7 75 2d 33 6c-d8 65 09 63 ba 11 ce 80 R...u-3l.e.c.... 0070 - 13 ce b6 ba c9 0d 34 ae-5c d2 cb ......4.\.. Start Time: 1774360741 Timeout : 7200 (sec) Verify return code: 0 (ok) Extended master secret: yes --- DONE === tls1_3 === depth=2 C = US, O = Internet Security Research Group, CN = ISRG Root X1 verify return:1 depth=1 C = US, O = Let's Encrypt, CN = R13 verify return:1 depth=0 CN = docs.mistral.ai verify return:1 CONNECTED(00000003) --- Certificate chain 0 s:CN = docs.mistral.ai i:C = US, O = Let's Encrypt, CN = R13 a:PKEY: rsaEncryption, 2048 (bit); sigalg: RSA-SHA256 v:NotBefore: Feb 19 07:08:17 2026 GMT; NotAfter: May 20 07:08:16 2026 GMT 1 s:C = US, O = Let's Encrypt, CN = R13 i:C = US, O = Internet Security Research Group, CN = ISRG Root X1 a:PKEY: rsaEncryption, 2048 (bit); sigalg: RSA-SHA256 v:NotBefore: Mar 13 00:00:00 2024 GMT; NotAfter: Mar 12 23:59:59 2027 GMT --- Server certificate -----BEGIN CERTIFICATE----- MIIE8TCCA9mgAwIBAgISBeSWP3u97oTYDmX2hIFwWCCtMA0GCSqGSIb3DQEBCwUA MDMxCzAJBgNVBAYTAlVTMRYwFAYDVQQKEw1MZXQncyBFbmNyeXB0MQwwCgYDVQQD EwNSMTMwHhcNMjYwMjE5MDcwODE3WhcNMjYwNTIwMDcwODE2WjAaMRgwFgYDVQQD Ew9kb2NzLm1pc3RyYWwuYWkwggEiMA0GCSqGSIb3DQEBAQUAA4IBDwAwggEKAoIB AQC9ItXVA9ftez/4642uPqIwVPTmvYgTbts3J6ZT9JJGqD8Bzaqi0Eo2/3dEuv7P yu+YhJiow729oTfOUfkHbrEhBF+gSdDVMXu9/eIFfUDcAmdMyR8giBb4yencqtpU yYAl3Z35qfPnWjDbamlqeV3U3sTb5CxGUAQvSc3RamevSl/OtQuOlXLCrNTJJs28 v6qjTtn7Twor94CMkpoQucAd6hpwbiKaimynUyDBt+UGwBWx/mckoBA88bPojQQ1 w6DYNuq2IP7Ri3U/EyOWaBAbDhGfl8qMYJtxFJEb6gJDBff5OIhnHTEzAXBVKRa4 7RAni7D8ROSHuDRp7IUrpcjNAgMBAAGjggIWMIICEjAOBgNVHQ8BAf8EBAMCBaAw EwYDVR0lBAwwCgYIKwYBBQUHAwEwDAYDVR0TAQH/BAIwADAdBgNVHQ4EFgQUWn6g fcm1zKCTxg+59eyfPIyuva0wHwYDVR0jBBgwFoAU56ufDywzoFPTXk94yLKEDjvW kjMwMwYIKwYBBQUHAQEEJzAlMCMGCCsGAQUFBzAChhdodHRwOi8vcjEzLmkubGVu Y3Iub3JnLzAaBgNVHREEEzARgg9kb2NzLm1pc3RyYWwuYWkwEwYDVR0gBAwwCjAI BgZngQwBAgEwLgYDVR0fBCcwJTAjoCGgH4YdaHR0cDovL3IxMy5jLmxlbmNyLm9y Zy80Ni5jcmwwggEFBgorBgEEAdZ5AgQCBIH2BIHzAPEAdwAOV5S8866pPjMbLJkH s/eQ35vCPXEyJd0hqSWsYcVOIQAAAZx07/DFAAAEAwBIMEYCIQDAVBrNrnQyRLIA R66JJ2IRnfRRB9v8O6qdlDhNPDDXhwIhAKxLF6BMT3jIbuHSnHqLc7j1Gad6DQz4 GhSH4itpXXvsAHYA0W6ppWgHfmY1oD83pd28A6U8QRIU1IgY9ekxsyPLlQQAAAGc dO/xuAAABAMARzBFAiEAnNxajI0pkEHl2U8R3uBv9PyAIllpgliHZhXwaagVwosC IDR98z36MYqPC0ufPNcFK73RpVU0Jf8JF2vzTSXOnG5nMA0GCSqGSIb3DQEBCwUA A4IBAQBl/Y0SOOP77EbjXjXUYkPGQCwBj2Kujjhg3ThktjhkriE4lpklDABv5QAl +gNAbqgTsODuqwOXMccaPRA3JRiBHEhYg7Dms8r/jvEJY12Lf1d7GwYTed7UyWgG HxyeZLZJC6cAUZFsG+GU8vTzu2wTrjZQWXtb/tY/TSh1htwcBMS5BczT9kGfIb3b Z/EZLevMMteefwodPA7dbk6DYgz9U4Px5bA6ibgCt/610sv9wNAXOxbftOE7v+/C GC2z/vfmiAr0I2MiGBWaWVZTpIQo0SLvzyKrlsMrMy/ujjNH++pnrL0/HvnYgk2l rnapUbDw34EDvFcZHIvZ/fVmIL7L -----END CERTIFICATE----- subject=CN = docs.mistral.ai issuer=C = US, O = Let's Encrypt, CN = R13 --- No client certificate CA names sent Peer signing digest: SHA256 Peer signature type: RSA-PSS Server Temp Key: X25519, 253 bits --- SSL handshake has read 3107 bytes and written 313 bytes Verification: OK --- New, TLSv1.3, Cipher is TLS_AES_128_GCM_SHA256 Server public key is 2048 bit Secure Renegotiation IS NOT supported Compression: NONE Expansion: NONE No ALPN negotiated Early data was not sent Verify return code: 0 (ok) --- DONE --- Post-Handshake New Session Ticket arrived: SSL-Session: Protocol : TLSv1.3 Cipher : TLS_AES_128_GCM_SHA256 Session-ID: 0776EC5A3F69FF8E87AA1ECDB96E97B11675760AE8BF141CB627858C6AC26542 Session-ID-ctx: Resumption PSK: 3E52B280883F77AFDDBEB557731E207F0D2D4F391A475369094BCDEFF50952FC PSK identity: None PSK identity hint: None SRP username: None TLS session ticket lifetime hint: 604800 (seconds) TLS session ticket: 0000 - 3a 0e 78 cb 09 9b 9e f7-4c fb 7f ce b3 f7 3a fb :.x.....L.....:. 0010 - 10 77 6e 61 b5 f3 eb 8f-30 d4 f6 ab d5 a5 3c 93 .wna....0.....<. 0020 - 15 4a 5a 1c d0 00 be 9b-49 af b4 43 ee d1 84 8a .JZ.....I..C.... 0030 - fa 70 08 c9 b2 97 a8 9a-00 98 61 a5 cf 92 72 3b .p........a...r; 0040 - 6b 71 8f c8 d1 99 f3 6f-88 a9 3c 7d fe 93 db 0b kq.....o..<}.... 0050 - 01 8d 2d b9 e8 ba 4c f5-8d 5f 9d 5c 0a 49 d8 f3 ..-...L.._.\.I.. 0060 - dc a2 58 c0 0f c0 ff 61-c6 ..X....a. Start Time: 1774360741 Timeout : 7200 (sec) Verify return code: 0 (ok) Extended master secret: no Max Early Data: 0 --- read R BLOCK

Crawler stats

Basic stats
Total execution time	33 s
Total URLs	356
Total size	76 MB
Requests - total time	36 s
Requests - avg time	104 ms
Requests - min time	0 ms
Requests - max time	1.3 s
Requests by status	-6:SKP: 51 200: 150 308: 7 403: 143 404: 5

Analysis stats

Found 21 row(s).

Class::method	Exec time 🔽	Exec count
BestPracticeAnalyzer::checkHeadingStructure	1 s	298
AccessibilityAnalyzer::checkMissingLabels	767 ms	150
BestPracticeAnalyzer::checkNonClickablePhoneNumbers	700 ms	298
AccessibilityAnalyzer::checkMissingAriaLabels	687 ms	150
BestPracticeAnalyzer::checkMaxDOMDepth	579 ms	298
AccessibilityAnalyzer::checkMissingRoles	574 ms	150
AccessibilityAnalyzer::checkMissingLang	512 ms	150
SslTlsAnalyzer::getTLSandSSLCertificateInfo	330 ms	1
BestPracticeAnalyzer::checkInlineSvg	191 ms	298
BestPracticeAnalyzer::checkMissingQuotesOnAttributes	72 ms	298
AccessibilityAnalyzer::checkImageAltAttributes	46 ms	150
SecurityAnalyzer::checkHtmlSecurity	20 ms	298
SeoAndOpenGraphAnalyzer::analyzeHeadings	19 ms	1
SecurityAnalyzer::checkHeaders	7 ms	298
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
NextJsProcessor::applyContentChangesBeforeUrlParsing	638 ms	298
HtmlProcessor::findUrls	411 ms	305
JavaScriptProcessor::findUrls	375 ms	298
CssProcessor::findUrls	20 ms	298
AstroProcessor::findUrls	12 ms	298
AstroProcessor::applyContentChangesBeforeUrlParsing	0 ms	298
NextJsProcessor::findUrls	0 ms	298
JavaScriptProcessor::applyContentChangesBeforeUrlParsing	0 ms	298
SvelteProcessor::applyContentChangesBeforeUrlParsing	0 ms	298
SvelteProcessor::findUrls	0 ms	298
HtmlProcessor::applyContentChangesBeforeUrlParsing	0 ms	305
CssProcessor::applyContentChangesBeforeUrlParsing	0 ms	298
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Crawler info

Version	2.1.0.20260317
Executed At	2026-03-24 13:58:28
Command	siteone-crawler --url=https://docs.mistral.ai --markdown-export-dir=/tmp/siteone-mistral --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
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