Crawler Report for docs.twelvelabs.io

Summary

Website Quality Score

5.8 Fair
Performance
3.0
SEO
7.0
Security
6.5
Accessibility
5.0
Best Practices
8.0
  • ⛔ Skipped URLs - 199 skipped URLs found.
  • ⛔ Performance CRITICAL - 26 slow non-media URLs found (slower than 3 seconds).
  • ⛔ 96 page(s) with multiple <h1> headings.
  • ⛔ Security - 414 pages(s) with critical finding(s).
  • ⚠️ The description '' exceeds the allowed 10% duplicity. 88% of pages have this same description.
  • ⚠️ 135 page(s) do not support Brotli compression.
  • ⚠️ No WebP image found on the website.
  • ⚠️ No AVIF image found on the website.
  • ⚠️ 6 page(s) with missing quotes on attributes.
  • ⚠️ 128 page(s) with skipped heading levels.
  • ⚠️ 11 page(s) without image alt attributes.
  • ⚠️ 135 page(s) without aria labels.
  • ⚠️ 135 page(s) without role attributes.
  • ⏩ Loaded robots.txt for domain 'docs.twelvelabs.io': status code 200, size 98 B and took 256 ms.
  • ⏩ External URLs - 199 external URL(s) found.
  • ⏩ Redirects - 1 redirect(s) found.
  • ⏩ DNS IPv6: domain docs.twelvelabs.io does not support IPv6 (DNS server: 127.0.0.53).
  • ✅ 404 OK - all pages exists, no non-existent pages found.
  • ✅ SSL/TLS certificate is valid until Jun 11 15:09:56 2026 GMT. Issued by C = US, O = Let's Encrypt, CN = R12. Subject is CN = docs.twelvelabs.io.
  • ✅ SSL/TLS certificate issued by 'C = US, O = Let's Encrypt, CN = R12'.
  • ✅ HTTP headers - found 22 unique headers.
  • ✅ All 74 unique title(s) are within the allowed 10% duplicity. Highest duplicity title has 4%.
  • ✅ All pages have inline SVGs smaller than 5120 bytes.
  • ✅ All pages have inline SVGs with less than 5 duplicates.
  • ✅ All pages have valid or none inline SVGs.
  • ✅ All pages have <h1> heading.
  • ✅ All pages have DOM depth less than 30.
  • ✅ All pages have clickable (interactive) phone numbers.
  • ✅ All pages have valid HTML.
  • ✅ All pages have form labels.
  • ✅ All pages have lang attribute.
  • ✅ DNS IPv4 OK: domain docs.twelvelabs.io resolved to cname.vercel-dns.com., 66.33.60.34, 76.76.21.164 (DNS server: 127.0.0.53).
  • 📌 DNS Aliases: IP(s) for domain docs.twelvelabs.io were resolved by CNAME chain docs.twelvelabs.io > cname.vercel-dns.com.

Visited URLs

Found 343 row(s).
URLStatusTypeTime (s)SizeCache
/307 Redirect234 ms125 B0 s
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/docs/cloud-partner-integrations/amazon-bedrock200 HTML423 ms620 kB0 s
/docs/guides/analyze-videos200 HTML223 ms767 kB0 s
/docs/advanced/model-context-protocol200 HTML1.3 s 676 kB0 s
/v1.3/docs/concepts/models/marengo200 HTML1.7 s 693 kB0 s
/docs/guides/create-embeddings200 HTML1.6 s 628 kB0 s
/docs/advanced/metadata200 HTML1.6 s 652 kB0 s
/docs/get-started/quickstart200 HTML1.6 s 637 kB0 s
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/api-reference/introduction200 HTML2.1 s 575 kB0 s
/v1.3/docs/get-started/migration-guide200 HTML222 ms661 kB0 s
/docs/concepts/upload-methods200 HTML2.5 s 647 kB0 s
/docs/concepts/indexes200 HTML1.6 s 657 kB0 s
/docs/advanced/fine-tuning200 HTML1.5 s 628 kB0 s
/docs/concepts/multimodal-large-language-models200 HTML2.7 s 645 kB0 s
/docs/resources/playground200 HTML1.8 s 642 kB0 s
/docs/concepts/modalities200 HTML2.2 s 676 kB0 s
/v1.3/docs/resources/twelve-labs-sd-ks200 HTML1.3 s 621 kB0 s
/docs/advanced/webhooks200 HTML2 s 632 kB0 s
/docs/resources/platform-overview200 HTML1.9 s 647 kB0 s
/docs/guides200 HTML2.8 s 618 kB0 s
/docs/get-started/release-notes200 HTML2.2 s 965 kB0 s
/docs/get-started/rate-limits200 HTML2.3 s 724 kB0 s
/docs/resources/twelve-labs-sd-ks200 HTML1.7 s 627 kB0 s
/docs/resources/from-the-community200 HTML1.6 s 630 kB0 s
/docs/concepts/models200 HTML1.6 s 644 kB0 s
/docs/resources/sample-applications200 HTML291 ms636 kB0 s
/v1.3/docs/get-started/quickstart200 HTML2.7 s 639 kB0 s
/docs/resources/partner-integrations200 HTML288 ms644 kB0 s
/v1.3/docs/concepts/models/pegasus200 HTML1.9 s 748 kB0 s
/docs/resources/use-cases200 HTML2.3 s 635 kB0 s
/docs/get-started/manage-your-plan200 HTML2 s 637 kB0 s
/docs/resources/frequently-asked-questions200 HTML3.2 s 664 kB0 s
/sdk-reference/python200 HTML1.3 s 515 kB0 s
/docs/advanced/claude-code-plugin200 HTML3.2 s 659 kB0 s
/v1.3/api-reference/introduction200 HTML422 ms577 kB0 s
/v1.3/docs/guides200 HTML3.1 s 619 kB0 s
/docs/guides/search200 HTML3.1 s 802 kB0 s
/docs/advanced/organizations200 HTML3.2 s 618 kB0 s
/docs/cloud-partner-integrations/amazon-bedrock/create-embeddings200 HTML2 s 802 kB0 s
/v1.3/docs/cloud-partner-integrations/amazon-bedrock/analyze-videos200 HTML2.2 s 688 kB0 s
/v1.3/docs/cloud-partner-integrations/amazon-bedrock/create-embeddings200 HTML1.9 s 803 kB0 s
/v1.3/docs/guides/analyze-videos/structured-responses200 HTML2 s 708 kB0 s
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/v1.3/docs/resources/playground200 HTML20 s 644 kB0 s
/v1.3/sdk-reference/python/the-twelve-labs-class200 HTML245 ms529 kB0 s
/sdk-reference/python/the-twelve-labs-class200 HTML1.6 s 528 kB0 s
/v1.3/sdk-reference/python/manage-indexes200 HTML290 ms635 kB0 s
/v1.3/sdk-reference/python/upload-content/direct-uploads200 HTML1.6 s 604 kB0 s
/v1.3/sdk-reference/python/analyze-videos200 HTML264 ms601 kB0 s
/v1.3/docs/concepts/indexes200 HTML2.4 s 659 kB0 s
/v1.3/docs/concepts/modalities200 HTML1.7 s 678 kB0 s
/docs/guides/search/filtering200 HTML1.5 s 676 kB0 s
/docs/guides/analyze-videos/structured-responses200 HTML3.2 s 706 kB0 s
/v1.3/api-reference/upload-content/tasks/create200 HTML3.5 s 763 kB0 s
/v1.3/api-reference/indexes/create200 HTML2.8 s 770 kB0 s
/v1.3/api-reference/any-to-video-search/make-search-request200 HTML3.8 s 1 MB0 s
/v1.3/api-reference/upload-content/tasks/retrieve200 HTML5 s 888 kB0 s
/v1.3/api-reference/indexes/delete200 HTML2.1 s 682 kB0 s
/v1.3/api-reference/analyze-videos/analyze200 HTML3.1 s 1 MB0 s
/v1.3/docs/advanced/model-context-protocol200 HTML2.7 s 678 kB0 s
/v1.3/api-reference/create-embeddings-v1/video-embeddi…eate-video-embedding-task200 HTML3.6 s 825 kB0 s
/v1.3/api-reference/indexes/list200 HTML2.5 s 882 kB0 s
/v1.3/docs/advanced/claude-code-plugin200 HTML1.8 s 660 kB0 s
/v1.3/docs/concepts/upload-methods200 HTML12 s 649 kB0 s
/v1.3/api-reference/videos/list200 HTML4.1 s 881 kB0 s
/v1.3/api-reference/create-embeddings-v1/video-embeddi…retrieve-video-embeddings200 HTML2.7 s 929 kB0 s
/v1.3/api-reference/videos/retrieve200 HTML2.7 s 1010 kB0 s
/v1.3/sdk-reference/python200 HTML264 ms516 kB0 s
/v1.3/api-reference/create-embeddings-v1/video-embeddi…deo-embedding-task-status200 HTML4.3 s 785 kB0 s
/v1.3/docs/advanced/metadata200 HTML1.9 s 653 kB0 s
/v1.3/docs/resources/partner-integrations200 HTML2.3 s 646 kB0 s
/v1.3/docs/cloud-partner-integrations/amazon-bedrock200 HTML1.6 s 622 kB0 s
/v1.3/docs/concepts/multimodal-large-language-models200 HTML2.5 s 647 kB0 s
/v1.3/docs/guides/create-embeddings200 HTML1.7 s 629 kB0 s
/v1.3/docs/resources/frequently-asked-questions200 HTML1.7 s 666 kB0 s
/v1.3/docs/get-started/introduction200 HTML313 ms638 kB0 s
/v1.3/docs/get-started/rate-limits200 HTML439 ms726 kB0 s
/v1.3/docs/get-started/manage-your-plan200 HTML3 s 639 kB0 s
/v1.3/docs/resources/sample-applications200 HTML2.2 s 637 kB0 s
/v1.3/docs/resources/from-the-community200 HTML2.4 s 631 kB0 s
/v1.3/docs/resources/platform-overview200 HTML5.7 s 649 kB0 s
/v1.3/docs/guides/search200 HTML2 s 804 kB0 s
/v1.3/docs/get-started/release-notes200 HTML2.1 s 967 kB0 s
/v1.3/docs/concepts/models200 HTML1.5 s 646 kB0 s
/v1.3/docs/advanced/organizations200 HTML8.3 s 620 kB0 s
/docs/concepts/models/marengo200 HTML1.8 s 691 kB0 s
/v1.3/docs/resources/use-cases200 HTML1.5 s 636 kB0 s
/v1.3/docs/advanced/webhooks200 HTML1.3 s 634 kB0 s
/v1.3/docs/advanced/fine-tuning200 HTML1.7 s 630 kB0 s
/docs/guides/analyze-videos/prompt-engineering200 HTML447 ms866 kB0 s
/v1.3/docs/guides/create-embeddings/text-image200 HTML2 s 702 kB0 s
/v1.3/docs/guides/create-embeddings/text200 HTML2 s 674 kB0 s
/v1.3/docs/guides/create-embeddings/video200 HTML328 ms622 kB0 s
/v1.3/docs/guides/create-embeddings/audio200 HTML1.9 s 757 kB0 s
/v1.3/docs/guides/create-embeddings/image200 HTML1.7 s 691 kB0 s
/docs/guides/create-embeddings/video200 HTML1.2 s 620 kB0 s
/docs/advanced/webhooks/response-schema200 HTML1.6 s 643 kB0 s
/v1.3/docs/get-started/quickstart/analyze-videos200 HTML1.8 s 696 kB0 s
/v1.3/docs/get-started/quickstart/search200 HTML1.6 s 681 kB0 s
/docs/get-started/quickstart/search200 HTML1.4 s 679 kB0 s
/v1.3/sdk-reference/node-js200 HTML325 ms518 kB0 s
/v1.3/docs/cloud-partner-integrations/amazon-bedrock/migration-guide200 HTML2 s 726 kB0 s
/v1.3/docs/guides/create-embeddings/video/new200 HTML2.6 s 771 kB0 s
/v1.3/docs/guides/search/filtering200 HTML7.4 s 678 kB0 s
/v1.3/docs/get-started/quickstart/create-embeddings200 HTML6.8 s 713 kB0 s
/api-reference/create-embeddings-v1200 HTML1.6 s 552 kB0 s
/api-reference/error-codes200 HTML1.5 s 603 kB0 s
/api-reference/authentication200 HTML1.9 s 590 kB0 s
/api-reference/entities200 HTML2.4 s 559 kB0 s
/api-reference/index-content200 HTML1.6 s 565 kB0 s
/v1.3/docs/guides/analyze-videos200 HTML13 s 768 kB0 s
/api-reference/analyze-videos200 HTML2.1 s 554 kB0 s
/api-reference/any-to-video-search200 HTML1.1 s 559 kB0 s
/api-reference/videos200 HTML1.9 s 553 kB0 s
/api-reference/create-embeddings-v2200 HTML1.9 s 564 kB0 s
/api-reference/indexes200 HTML1.2 s 552 kB0 s
/api-reference/upload-content200 HTML1.9 s 571 kB0 s
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/v1.3/api-reference/upload-content/multipart-uploads200 HTML2.1 s 578 kB0 s
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/docs/concepts/models/pegasus200 HTML297 ms747 kB0 s
/v1.3/sdk-reference/python/upload-content/multipart-uploads200 HTML2 s 722 kB0 s
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/v1.3/api-reference/upload-content/direct-uploads200 HTML2 s 568 kB0 s
/v1.3/sdk-reference/python/create-embeddings-v-2/create-async-embeddings200 HTML2 s 670 kB0 s
/v1.3/sdk-reference/node-js/manage-indexes200 HTML300 ms632 kB0 s
/v1.3/sdk-reference/node-js/create-embeddings-v-2/create-sync-embeddings200 HTML4.5 s 658 kB0 s
/docs/resources/playground/search403 HTML10 ms 33 kB0 s
/docs/resources/playground/examples403 HTML10 ms 33 kB0 s
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/docs/resources/playground/analyze-videos403 HTML10 ms 33 kB0 s
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/docs/advanced/fine-tuning/dataset-examples403 HTML10 ms 33 kB0 s
/docs/advanced/organizations/frequently-asked-questions200 HTML4.4 s 655 kB0 s
/api-reference/indexes/list403 HTML60 ms 33 kB0 s
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/reference/create-video-indexing-task403 HTML10 ms 33 kB0 s
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/v1.3/api-reference/analyze-videos/summarize403 HTML10 ms 33 kB0 s
/docs/advanced/fine-tuning/workflow200 HTML5.3 s 624 kB0 s
/reference/api-reference403 HTML10 ms 33 kB0 s
/reference/error-codes403 HTML10 ms 33 kB0 s
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/api-reference/videos/retrieve403 HTML9 ms 33 kB0 s
/v1.3/api-reference/videos/update403 HTML10 ms 33 kB0 s
/v1.3/api-reference/any-to-video-search/retrieve-page403 HTML10 ms 33 kB0 s
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/sdk-reference/python/analyze-videos403 HTML10 ms 33 kB0 s
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/api-reference/indexes/retrieve403 HTML10 ms 33 kB0 s
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/v1.3/api-reference/upload-content/tasks/the-task-object403 HTML10 ms 33 kB0 s
/v1.3/api-reference/upload-content/tasks403 HTML18 ms 33 kB0 s
/api-reference/upload-content/tasks/create403 HTML10 ms 33 kB0 s
/api-reference/indexes/create403 HTML10 ms 33 kB0 s
/v1.3/api-reference/indexes/the-index-object403 HTML10 ms 33 kB0 s
/v1.3/api-reference/upload-content/tasks/delete403 HTML10 ms 33 kB0 s
/api-reference/upload-content/tasks/retrieve403 HTML10 ms 33 kB0 s
/api-reference/indexes/delete403 HTML10 ms 33 kB0 s
/v1.3/api-reference/create-embeddings-v1/video-embeddi…he-video-embedding-object403 HTML10 ms 33 kB0 s
/v1.3/api-reference/create-embeddings-v1/video-embeddings403 HTML10 ms 33 kB0 s
/api-reference/create-embeddings-v1/video-embeddings/create-video-embedding-task403 HTML10 ms 33 kB0 s
/api-reference/videos/list403 HTML10 ms 33 kB0 s
/v1.3/api-reference/create-embeddings-v1/text-image-audio-embeddings403 HTML10 ms 33 kB0 s
/api-reference/create-embeddings-v1/video-embeddings/retrieve-video-embeddings403 HTML10 ms 33 kB0 s
/v1.3/api-reference/index-content/retrieve403 HTML10 ms 33 kB0 s
/api-reference/create-embeddings-v1/video-embeddings/r…deo-embedding-task-status403 HTML10 ms 33 kB0 s
/v1.3/docs/resources/partner-integrations/pinecone-multimodal-rag403 HTML10 ms 33 kB0 s
/v1.3/docs/resources/partner-integrations/qdrant-build…tic-video-search-workflow403 HTML10 ms 33 kB0 s
/v1.3/docs/resources/partner-integrations/weaviate-lev…ed-video-processing-times403 HTML10 ms 33 kB0 s
/v1.3/docs/resources/partner-integrations/aperture-db-…antic-video-search-engine403 HTML10 ms 33 kB0 s
/v1.3/docs/resources/partner-integrations/voxel-51-semantic-video-search-plugin403 HTML10 ms 33 kB0 s
/v1.3/docs/resources/partner-integrations/snowflake-mu…modal-video-understanding403 HTML10 ms 33 kB0 s
/v1.3/docs/resources/partner-integrations/milvus-advanced-video-search403 HTML19 ms 33 kB0 s
/v1.3/docs/resources/partner-integrations/langflow-building-smart-video-agents403 HTML10 ms 33 kB0 s
/v1.3/docs/resources/partner-integrations/oracle-unleashing-video-intelligence403 HTML10 ms 33 kB0 s
/v1.3/docs/resources/partner-integrations/minds-db-the-twelve-labs-handler403 HTML12 ms 33 kB0 s
/v1.3/docs/resources/partner-integrations/vespa-multivector-video-retrieval403 HTML10 ms 33 kB0 s
/v1.3/docs/resources/partner-integrations/mongo-db-semantic-video-search403 HTML10 ms 33 kB0 s
/v1.3/docs/resources/partner-integrations/video-db-real-time-video-understanding403 HTML10 ms 33 kB0 s
/v1.3/docs/resources/partner-integrations/backblaze-b-…ia-management-application403 HTML10 ms 33 kB0 s
/v1.3/docs/resources/partner-integrations/databricks-a…anced-video-understanding403 HTML10 ms 33 kB0 s
/v1.3/docs/resources/partner-integrations/adobe-premiere-pro-plugin403 HTML10 ms 33 kB0 s
/v1.3/docs/resources/partner-integrations/chroma-multimodal-rag-chat-with-videos403 HTML10 ms 33 kB0 s
/v1.3/docs/guides/analyze-videos/prompt-engineering403 HTML10 ms 33 kB0 s
/v1.3/docs/resources/from-the-community/communication-and-analysis403 HTML10 ms 33 kB0 s
/v1.3/docs/advanced/organizations/administrators-guide403 HTML10 ms 33 kB0 s
/v1.3/docs/advanced/organizations/users-guide403 HTML10 ms 33 kB0 s
/v1.3/docs/advanced/fine-tuning/dataset-examples403 HTML10 ms 33 kB0 s
/v1.3/docs/advanced/fine-tuning/workflow403 HTML10 ms 33 kB0 s
/docs/guides/create-embeddings/text403 HTML10 ms 33 kB0 s
/v1.3/docs/guides/create-embeddings/video/indexed403 HTML10 ms 33 kB0 s
/docs/guides/create-embeddings/audio403 HTML10 ms 33 kB0 s
/docs/guides/create-embeddings/image403 HTML10 ms 33 kB0 s
/docs/guides/create-embeddings/video/new403 HTML10 ms 33 kB0 s
/docs/advanced/webhooks/requirements-for-processing-notifications403 HTML10 ms 33 kB0 s
/docs/cloud-partner-integrations/amazon-bedrock/migration-guide403 HTML10 ms 33 kB0 s
/api-reference/create-embeddings-v1/video-embeddings403 HTML10 ms 33 kB0 s
/api-reference/create-embeddings-v2/retrieve-embeddings403 HTML10 ms 33 kB0 s
/api-reference/entities/entity-collections/list403 HTML10 ms 33 kB0 s
/api-reference/videos/delete403 HTML10 ms 33 kB0 s
/v1.3/api-reference/entities/entity-collections/entities/create403 HTML10 ms 33 kB0 s
/v1.3/api-reference/entities/entity-collections/create403 HTML10 ms 33 kB0 s
/api-reference/index-content/create403 HTML10 ms 33 kB0 s
/api-reference/upload-content/tasks/delete403 HTML10 ms 33 kB0 s
/api-reference/create-embeddings-v1/text-image-audio-e…xt-image-audio-embeddings403 HTML10 ms 33 kB0 s
/api-reference/entities/entity-collections/entities/remove-assets403 HTML10 ms 33 kB0 s
/api-reference/index-content/update403 HTML10 ms 33 kB0 s
/api-reference/videos/the-video-object403 HTML10 ms 33 kB0 s
/api-reference/create-embeddings-v2/create-embeddings403 HTML10 ms 33 kB0 s
/api-reference/any-to-video-search/retrieve-page403 HTML10 ms 33 kB0 s
/api-reference/indexes/the-index-object403 HTML10 ms 33 kB0 s
/api-reference/upload-content/direct-uploads403 HTML10 ms 33 kB0 s
/sdk-reference/python/create-embeddings-v-2/create-sync-embeddings403 HTML10 ms 33 kB0 s
/v1.3/api-reference/upload-content/multipart-uploads/get-status403 HTML10 ms 33 kB0 s
/v1.3/api-reference/upload-content/multipart-uploads/report-chunk-batch403 HTML10 ms 33 kB0 s
/v1.3/api-reference/upload-content/multipart-uploads/g…additional-presigned-urls403 HTML10 ms 33 kB0 s
/api-reference/upload-content/multipart-uploads403 HTML10 ms 33 kB0 s
/sdk-reference/node-js/upload-content/multipart-uploads403 HTML10 ms 33 kB0 s
/v1.3/sdk-reference/node-js/upload-content/video-indexing-tasks403 HTML10 ms 33 kB0 s
/sdk-reference/node-js/create-embeddings-v-2/create-async-embeddings403 HTML10 ms 33 kB0 s
/v1.3/api-reference/create-embeddings-v2/list-async-embedding-tasks403 HTML10 ms 33 kB0 s
/v1.3/api-reference/create-embeddings-v2/retrieve-embeddings403 HTML10 ms 33 kB0 s
/sdk-reference/python/upload-content/multipart-uploads403 HTML10 ms 33 kB0 s
/v1.3/api-reference/upload-content/multipart-uploads/list-incomplete-uploads403 HTML10 ms 33 kB0 s
/sdk-reference/node-js/upload-content/direct-uploads403 HTML10 ms 33 kB0 s
/sdk-reference/python/create-embeddings-v-2/create-async-embeddings403 HTML10 ms 33 kB0 s
/sdk-reference/node-js/create-embeddings-v-2/create-sync-embeddings403 HTML10 ms 33 kB0 s
/docs/advanced/fine-tuning/data-preparation403 HTML10 ms 33 kB0 s
/v1.3/api-reference/create-embeddings-v1/text-image-au…ings/the-embedding-object403 HTML10 ms 33 kB0 s
/api-reference/create-embeddings-v2/create-async-embedding-task403 HTML10 ms 33 kB0 s
No rows found, please edit your search term.

Best practices

Found 11 row(s).
Analysis nameOKNoticeWarningCritical
DOM depth (> 30)342000
Heading structure13520718896
Missing quotes on attributes00120
Large inline SVGs (> 5120 B)65000
Invalid inline SVGs65000
Duplicate inline SVGs (> 5 and > 1024 B)65000
Title uniqueness (> 10%)74000
Description uniqueness (> 10%)13010
Brotli support001350
WebP support0010
AVIF support0010
No rows found, please edit your search term.

Large inline SVGs

No problems found.


Duplicate inline SVGs

No problems found.


Invalid inline SVGs

No problems found.


Missing quotes on attributes

SeverityOccursDetailAffected URLs (max 5)
warning4The attribute 'title' has a value '&quot;Note&quot;&gt;"/' not enclosed in quotes in tag <meta name="twitter:description" *** >URL 1, URL 2, URL 3, URL 4
warning4The attribute 'title' has a value '&quot;Note&quot;&gt;"/' not enclosed in quotes in tag <meta ***>URL 1, URL 2, URL 3, URL 4
warning4The attribute 'title' has a value '&quot;Note&quot;&gt;"/' not enclosed in quotes in tag <meta name="description" *** >URL 1, URL 2, URL 3, URL 4
warning1The attribute 'title' has a value '&quot;Note&quot;&gt;' not enclosed in quotes in tag <meta name="twitter:description" *** >/v1.3/api-reference/create-embeddings-v2…sync-embedding-task
warning1The attribute 'title' has a value '&quot;Legacy' not enclosed in quotes in tag <meta name="description" *** >/v1.3/api-reference/upload-content/tasks/create
warning1The attribute 'title' has a value '&quot;Note&quot;&gt;' not enclosed in quotes in tag <meta name="description" *** >/v1.3/api-reference/create-embeddings-v2…sync-embedding-task
warning1The attribute 'title' has a value '&quot;Legacy' not enclosed in quotes in tag <meta ***>/v1.3/api-reference/upload-content/tasks/create
warning1The attribute 'title' has a value '&quot;Note&quot;&gt;' not enclosed in quotes in tag <meta ***>/v1.3/api-reference/create-embeddings-v2…sync-embedding-task
warning1The attribute 'title' has a value '&quot;Legacy' not enclosed in quotes in tag <meta name="twitter:description" *** >/v1.3/api-reference/upload-content/tasks/create

DOM depth

No problems found.


Heading structure

Found 12 row(s).
SeverityOccursDetailAffected URLs (max 5)
critical310Multiple <h1> headings found.URL 1, URL 2, URL 3, URL 4, URL 5
warning66Heading structure is skipping levels: found an <h4> after an <h1>.URL 1, URL 2, URL 3, URL 4, URL 5
warning40Heading structure is skipping levels: found an <h5> after an <h1>.URL 1, URL 2, URL 3, URL 4, URL 5
warning23Heading structure is skipping levels: found an <h6> after an <h1>.URL 1, URL 2, URL 3, URL 4, URL 5
warning21Heading structure is skipping levels: found an <h5> after an <h3>.URL 1, URL 2, URL 3, URL 4, URL 5
warning20Heading structure is skipping levels: found an <h3> after an <h1>.URL 1, URL 2, URL 3, URL 4, URL 5
warning19Heading structure is skipping levels: found an <h5> after an <h2>.URL 1, URL 2, URL 3, URL 4, URL 5
warning17Heading structure is skipping levels: found an <h4> after an <h2>.URL 1, URL 2, URL 3, URL 4, URL 5
warning14Heading structure is skipping levels: found an <h6> after an <h3>.URL 1, URL 2, URL 3, URL 4, URL 5
warning2Heading structure is skipping levels: found an <h6> after an <h4>.URL 1, URL 2
warning2Heading structure is skipping levels: found an <h6> after an <h2>.URL 1, URL 2
notice207No headings found in the HTML content.URL 1, URL 2, URL 3, URL 4, URL 5
No rows found, please edit your search term.

Non-clickable phone numbers

No problems found.


Title uniqueness

No problems found.


Description uniqueness

No problems found.

Accessibility

Analysis nameOKNoticeWarningCritical
Missing roles0090
Missing html lang attribute1000
Missing image alt attributes30170
Missing aria labels302261

Valid HTML

No problems found.


Missing image alt attributes

SeverityOccursDetailAffected URLs (max 5)
warning33<img class="mx-*" *** >URL 1, URL 2, URL 3, URL 4, URL 5

Missing form labels

No problems found.


Missing aria labels

Found 129 row(s).
SeverityOccursDetailAffected URLs (max 5)
critical15<select ***>URL 1, URL 2, URL 3, URL 4, URL 5
warning3366<a class="fern-* fern-*" *** >URL 1, URL 2, URL 3, URL 4, URL 5
warning1823<a class="fern-*" *** >URL 1, URL 2, URL 3, URL 4, URL 5
warning978<a class="block break-* text-* transition-* hover:transition-* text-* hover:text-*" *** >URL 1, URL 2, URL 3, URL 4, URL 5
warning810<a class="group cursor-* fern-* outlined normal primary" *** >URL 1, URL 2, URL 3, URL 4, URL 5
warning540<a class="group cursor-* fern-* minimal normal" *** >URL 1, URL 2, URL 3, URL 4, URL 5
warning270<button class="focus-* rounded-* inline-* items-* justify-* gap-* whitespace-* font-* transition-* hover:transition-* focus-* focus-* disabled:pointer-* disabled:opacity-* [&_* [&_* [&_* border-* text-* hover:bg-* hover:text-* data-* data-* border pointer-* h-* px-* text-*" *** >URL 1, URL 2, URL 3, URL 4, URL 5
warning140<button class="focus-* rounded-* inline-* items-* justify-* gap-* whitespace-* text-* font-* transition-* hover:transition-* focus-* focus-* disabled:pointer-* disabled:opacity-* [&_* [&_* [&_* text-* hover:bg-* hover:text-* pointer-* size-* fern-* group" *** >URL 1, URL 2, URL 3, URL 4, URL 5
warning135<a id="39174f2b76bdb35e391d969335afac86d87da5b8dcb8948ccdfb39f28472c***" *** >URL 1, URL 2, URL 3, URL 4, URL 5
warning135<a class="min-* lg:min-* hover:text-* rounded-* group flex min-* flex-* select-* items-* justify-* py-* text-* lg:px-* lg:text-* data-* data-* [&_*" id="radix-_R_lfiv5t8ramriv5ubs5akknpfivb_-trigger-d7942179dc5907d8904809b86a184ae5d6d06886117cf985247e93f548b747b***" *** >URL 1, URL 2, URL 3, URL 4, URL 5
warning135<a id="017abc81a752a629f2d2d08c390b79dfa3ead07b7314bb263f3eaa1f7d04ed***" *** >URL 1, URL 2, URL 3, URL 4, URL 5
warning135<button class="focus-* rounded-* inline-* items-* justify-* gap-* whitespace-* text-* font-* transition-* hover:transition-* focus-* focus-* disabled:pointer-* disabled:opacity-* [&_* [&_* [&_* text-* hover:bg-* hover:text-* size-* shrink-*">URL 1, URL 2, URL 3, URL 4, URL 5
warning135<button class="absolute right-* fern-* minimal normal square" *** >URL 1, URL 2, URL 3, URL 4, URL 5
warning135<a class="min-* lg:min-* hover:text-* rounded-* group flex min-* flex-* select-* items-* justify-* py-* text-* lg:px-* lg:text-* data-* data-* [&_*" id="radix-_R_lfiv5t8ramriv5ubs5akknpfivb_-trigger-39174f2b76bdb35e391d969335afac86d87da5b8dcb8948ccdfb39f28472c***" *** >URL 1, URL 2, URL 3, URL 4, URL 5
warning135<button class="w-* px-* rounded-* fern-* minimal normal" *** >URL 1, URL 2, URL 3, URL 4, URL 5
warning135<a class="flex items-* gap-* mx-* mt-* w-*" id="builtwithfern" *** >URL 1, URL 2, URL 3, URL 4, URL 5
warning135<button class="fern-* group w-* lg:w-*" id="radix-_R_5fiv5uhd4riv5ubs5akknpfivb_" *** >URL 1, URL 2, URL 3, URL 4, URL 5
warning135<button class="fern-* group w-* lg:w-*" id="radix-_R_lubsnpamriv5ubs5akknpfivb_" *** >URL 1, URL 2, URL 3, URL 4, URL 5
warning135<a class="w-* shrink-* flex items-*" *** >URL 1, URL 2, URL 3, URL 4, URL 5
warning135<a class="min-* lg:min-* hover:text-* rounded-* group flex min-* flex-* select-* items-* justify-* py-* text-* lg:px-* lg:text-* data-* data-* [&_*" id="radix-_R_lfiv5t8ramriv5ubs5akknpfivb_-trigger-017abc81a752a629f2d2d08c390b79dfa3ead07b7314bb263f3eaa1f7d04ed***" *** >URL 1, URL 2, URL 3, URL 4, URL 5
warning135<button class="focus-* rounded-* inline-* items-* justify-* gap-* whitespace-* text-* font-* transition-* hover:transition-* focus-* focus-* disabled:pointer-* disabled:opacity-* [&_* [&_* [&_* text-* hover:bg-* hover:text-* size-* ml-*" id="radix-_R_13d4riv5ubs5akknpfivb_" *** >URL 1, URL 2, URL 3, URL 4, URL 5
warning135<a id="d7942179dc5907d8904809b86a184ae5d6d06886117cf985247e93f548b747b***" *** >URL 1, URL 2, URL 3, URL 4, URL 5
warning135<button class="focus-* rounded-* items-* justify-* gap-* whitespace-* text-* font-* transition-* hover:transition-* focus-* focus-* disabled:pointer-* disabled:opacity-* [&_* [&_* [&_* border-* text-* hover:bg-* hover:text-* data-* data-* border h-* px-* py-* mx-* mt-* flex lg:hidden" id="radix-_R_28ramriv5ubs5akknpfivb_" *** >URL 1, URL 2, URL 3, URL 4, URL 5
warning135<a class="fern-* interactive not-* rounded-* relative block border text-* p-*" *** >URL 1, URL 2, URL 3, URL 4, URL 5
warning121<a class="fern-* fern-* !text-* font-*" *** >URL 1, URL 2, URL 3, URL 4, URL 5
warning120<button class="group rounded-* px-* fern-* minimal normal" id="radix-_R_kkqklubr6riv5ubs5akknpfivb_" *** >URL 1, URL 2, URL 3, URL 4, URL 5
warning37<button class="fern-* text-* fern-* minimal normal" *** >URL 1, URL 2, URL 3, URL 4, URL 5
warning36<button class="focus-* rounded-* inline-* items-* justify-* gap-* whitespace-* text-* font-* transition-* hover:transition-* focus-* focus-* disabled:pointer-* disabled:opacity-* [&_* [&_* [&_* text-* hover:bg-* hover:text-* pointer-* size-* fern-* group fern-*" *** >URL 1, URL 2, URL 3, URL 4, URL 5
warning31<button class="fern-* small grayscale subtle interactive">URL 1, URL 2, URL 3, URL 4, URL 5
warning30<button class="focus-* rounded-* inline-* items-* justify-* gap-* whitespace-* text-* font-* transition-* hover:transition-* focus-* focus-* disabled:pointer-* disabled:opacity-* [&_* [&_* [&_* text-* hover:bg-* hover:text-* pointer-* size-* fern-* group -*" *** >URL 1, URL 2, URL 3, URL 4, URL 5
warning15<button class="focus-* rounded-* inline-* items-* justify-* gap-* whitespace-* text-* font-* transition-* hover:transition-* focus-* focus-* disabled:pointer-* disabled:opacity-* [&_* [&_* [&_* text-* hover:bg-* hover:text-* pointer-* size-* fern-* group invisible" *** >URL 1, URL 2, URL 3, URL 4, URL 5
warning15<button class="group rounded-* px-* fern-* minimal normal" id="radix-_R_kiklubr6riv5ubs5akknpfivb_" *** >URL 1, URL 2, URL 3, URL 4, URL 5
warning15<button class="fern-* outlined small" id="radix-_R_6acklubr6riv5ubs5akknpfivb_" *** >URL 1, URL 2, URL 3, URL 4, URL 5
warning15<button class="-* pl-* fern-* minimal normal success" *** >URL 1, URL 2, URL 3, URL 4, URL 5
warning14<button class="fern-* data-* group flex min-* items-* px-* py-* data-*" id="radix-_R_nmqklubr6riv5ubs5akknpfivb_-trigger-***" *** >URL 1, URL 2, URL 3, URL 4, URL 5
warning12<button class="fern-* data-* group flex min-* items-* px-* py-* data-*" id="radix-_R_19mqklubr6riv5ubs5akknpfivb_-trigger-***" *** >URL 1, URL 2, URL 3, URL 4, URL 5
warning12<button class="fern-* data-* group flex min-* items-* px-* py-* data-*" id="radix-_R_pmqklubr6riv5ubs5akknpfivb_-trigger-***" *** >URL 1, URL 2, URL 3, URL 4
warning10<button class="fern-* data-* group flex min-* items-* px-* py-* data-*" id="radix-_R_fmqklubr6riv5ubs5akknpfivb_-trigger-***" *** >URL 1, URL 2, URL 3, URL 4, URL 5
warning10<button class="focus-* rounded-* inline-* items-* justify-* gap-* whitespace-* text-* font-* transition-* hover:transition-* focus-* focus-* disabled:pointer-* disabled:opacity-* [&_* [&_* [&_* text-* hover:bg-* hover:text-* pointer-* size-* fern-*">URL 1, URL 2, URL 3, URL 4, URL 5
warning9<button class="focus-* rounded-* inline-* items-* justify-* gap-* whitespace-* text-* font-* transition-* hover:transition-* focus-* focus-* disabled:pointer-* disabled:opacity-* [&_* [&_* [&_* text-* hover:bg-* hover:text-* pointer-* size-* fern-* group mr-*" *** >URL 1, URL 2, URL 3
warning8<button class="fern-* data-* group flex min-* items-* px-* py-* data-*" id="radix-_R_1lmqklubr6riv5ubs5akknpfivb_-trigger-***" *** >URL 1, URL 2, URL 3
warning8<button class="fern-* data-* group flex min-* items-* px-* py-* data-*" id="radix-_R_rmqklubr6riv5ubs5akknpfivb_-trigger-***" *** >URL 1, URL 2, URL 3, URL 4
warning8<button class="fern-* data-* group flex min-* items-* px-* py-* data-*" id="radix-_R_31mqklubr6riv5ubs5akknpfivb_-trigger-***" *** >URL 1, URL 2, URL 3, URL 4
warning6<button class="fern-* data-* group flex min-* items-* px-* py-* data-*" id="radix-_R_1e5amqklubr6riv5ubs5akknpfivb_-trigger-***" *** >URL 1, URL 2
warning6<button class="fern-* data-* group flex min-* items-* px-* py-* data-*" id="radix-_R_1pmqklubr6riv5ubs5akknpfivb_-trigger-***" *** >URL 1, URL 2, URL 3
warning6<button class="fern-* data-* group flex min-* items-* px-* py-* data-*" id="radix-_R_tmqklubr6riv5ubs5akknpfivb_-trigger-***" *** >URL 1, URL 2, URL 3
warning6<button class="fern-* data-* group flex min-* items-* px-* py-* data-*" id="radix-_R_hmqklubr6riv5ubs5akknpfivb_-trigger-***" *** >URL 1, URL 2
warning6<button class="fern-* data-* group flex min-* items-* px-* py-* data-*" id="radix-_R_14jmqklubr6riv5ubs5akknpfivb_-trigger-***" *** >URL 1, URL 2, URL 3
warning6<button class="fern-* data-* group flex min-* items-* px-* py-* data-*" id="radix-_R_1u1fmqklubr6riv5ubs5akknpfivb_-trigger-***" *** >URL 1, URL 2
warning6<button class="fern-* data-* group flex min-* items-* px-* py-* data-*" id="radix-_R_1dmqklubr6riv5ubs5akknpfivb_-trigger-***" *** >URL 1, URL 2, URL 3
warning6<button class="fern-* data-* group flex min-* items-* px-* py-* data-*" id="radix-_R_29mqklubr6riv5ubs5akknpfivb_-trigger-***" *** >URL 1, URL 2, URL 3
warning6<button class="fern-* data-* group flex min-* items-* px-* py-* data-*" id="radix-_R_3bmqklubr6riv5ubs5akknpfivb_-trigger-***" *** >URL 1, URL 2, URL 3
warning4<button class="fern-* data-* group flex min-* items-* px-* py-* data-*" id="radix-_R_25mqklubr6riv5ubs5akknpfivb_-trigger-***" *** >URL 1, URL 2
warning4<button class="fern-* data-* group flex min-* items-* px-* py-* data-*" id="radix-_R_4qrmqklubr6riv5ubs5akknpfivb_-trigger-***" *** >URL 1, URL 2
warning4<button class="fern-* data-* group flex min-* items-* px-* py-* data-*" id="radix-_R_cmqklubr6riv5ubs5akknpfivb_-trigger-***" *** >URL 1, URL 2
warning4<button class="fern-* data-* group flex min-* items-* px-* py-* data-*" id="radix-_R_21mqklubr6riv5ubs5akknpfivb_-trigger-***" *** >URL 1, URL 2
warning4<button class="fern-* data-* group flex min-* items-* px-* py-* data-*" id="radix-_R_14lmqklubr6riv5ubs5akknpfivb_-trigger-***" *** >URL 1, URL 2
warning4<button class="fern-* data-* group flex min-* items-* px-* py-* data-*" id="radix-_R_1nmqklubr6riv5ubs5akknpfivb_-trigger-***" *** >URL 1, URL 2
warning4<button class="fern-* data-* group flex min-* items-* px-* py-* data-*" id="radix-_R_9mqklubr6riv5ubs5akknpfivb_-trigger-***" *** >URL 1, URL 2
warning4<button class="fern-* data-* group flex min-* items-* px-* py-* data-*" id="radix-_R_293mqklubr6riv5ubs5akknpfivb_-trigger-***" *** >URL 1, URL 2
warning4<button class="fern-* data-* group flex min-* items-* px-* py-* data-*" id="radix-_R_r9mqklubr6riv5ubs5akknpfivb_-trigger-***" *** >URL 1, URL 2
warning4<button class="fern-* data-* group flex min-* items-* px-* py-* data-*" id="radix-_R_49bmqklubr6riv5ubs5akknpfivb_-trigger-***" *** >URL 1, URL 2
warning4<button class="fern-* data-* group flex min-* items-* px-* py-* data-*" id="radix-_R_1cmqklubr6riv5ubs5akknpfivb_-trigger-***" *** >URL 1, URL 2
warning4<button class="fern-* data-* group flex min-* items-* px-* py-* data-*" id="radix-_R_3lmqklubr6riv5ubs5akknpfivb_-trigger-***" *** >URL 1, URL 2
warning4<button class="fern-* data-* group flex min-* items-* px-* py-* data-*" id="radix-_R_14mqklubr6riv5ubs5akknpfivb_-trigger-***" *** >URL 1, URL 2
warning4<button class="fern-* data-* group flex min-* items-* px-* py-* data-*" id="radix-_R_9l3mqklubr6riv5ubs5akknpfivb_-trigger-***" *** >URL 1, URL 2
warning4<button class="fern-* data-* group flex min-* items-* px-* py-* data-*" id="radix-_R_3jmqklubr6riv5ubs5akknpfivb_-trigger-***" *** >URL 1, URL 2
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warning4<button class="fern-* data-* group flex min-* items-* px-* py-* data-*" id="radix-_R_umqklubr6riv5ubs5akknpfivb_-trigger-***" *** >URL 1, URL 2
warning4<button class="fern-* data-* group flex min-* items-* px-* py-* data-*" id="radix-_R_1bmqklubr6riv5ubs5akknpfivb_-trigger-***" *** >URL 1, URL 2
warning4<button class="fern-* data-* group flex min-* items-* px-* py-* data-*" id="radix-_R_28rmqklubr6riv5ubs5akknpfivb_-trigger-***" *** >URL 1, URL 2
warning4<button class="fern-* data-* group flex min-* items-* px-* py-* data-*" id="radix-_R_1imqklubr6riv5ubs5akknpfivb_-trigger-***" *** >URL 1, URL 2
warning4<button class="fern-* data-* group flex min-* items-* px-* py-* data-*" id="radix-_R_rhmqklubr6riv5ubs5akknpfivb_-trigger-***" *** >URL 1, URL 2
warning4<button class="fern-* data-* group flex min-* items-* px-* py-* data-*" id="radix-_R_2hmqklubr6riv5ubs5akknpfivb_-trigger-***" *** >URL 1, URL 2
warning3<button class="fern-* data-* group flex min-* items-* px-* py-* data-*" id="radix-_R_49mqklubr6riv5ubs5akknpfivb_-trigger-***" *** >/v1.3/sdk-reference/python/create-embedd…te-async-embeddings
warning3<button class="fern-* data-* group flex min-* items-* px-* py-* data-*" id="radix-_R_4hmqklubr6riv5ubs5akknpfivb_-trigger-***" *** >/v1.3/sdk-reference/node-js/create-embed…te-async-embeddings
warning3<button class="w-* min-* truncate text-* fern-* outlined normal" id="radix-_R_1cklubr6riv5ubs5akknpfivb_" *** >URL 1, URL 2, URL 3
warning2<button class="fern-* data-* group flex min-* items-* px-* py-* data-*" id="radix-_R_2tmqklubr6riv5ubs5akknpfivb_-trigger-***" *** >/v1.3/sdk-reference/python/index-content
warning2<button class="fern-* data-* group flex min-* items-* px-* py-* data-*" id="radix-_R_4rmqklubr6riv5ubs5akknpfivb_-trigger-***" *** >/v1.3/sdk-reference/node-js/upload-content/multipart-uploads
warning2<button class="fern-* data-* group flex min-* items-* px-* py-* data-*" id="radix-_R_2dmqklubr6riv5ubs5akknpfivb_-trigger-***" *** >/v1.3/sdk-reference/node-js/upload-content/multipart-uploads
warning2<button class="fern-* data-* group flex min-* items-* px-* py-* data-*" id="radix-_R_59mqklubr6riv5ubs5akknpfivb_-trigger-***" *** >/v1.3/sdk-reference/python/upload-content/multipart-uploads
warning2<button class="fern-* data-* group flex min-* items-* px-* py-* data-*" id="radix-_R_39mqklubr6riv5ubs5akknpfivb_-trigger-***" *** >/v1.3/sdk-reference/python/upload-content/multipart-uploads
warning2<button class="fern-* data-* group flex min-* items-* px-* py-* data-*" id="radix-_R_1ufmqklubr6riv5ubs5akknpfivb_-trigger-***" *** >/docs/guides/analyze-videos/prompt-engineering
warning2<button class="fern-* data-* group flex min-* items-* px-* py-* data-*" id="radix-_R_qtmqklubr6riv5ubs5akknpfivb_-trigger-***" *** >/v1.3/docs/get-started/quickstart/create-embeddings
warning2<button class="fern-* data-* group flex min-* items-* px-* py-* data-*" id="radix-_R_28nmqklubr6riv5ubs5akknpfivb_-trigger-***" *** >/v1.3/docs/get-started/quickstart/create-embeddings
warning2<button class="fern-* data-* group flex min-* items-* px-* py-* data-*" id="radix-_R_bmqklubr6riv5ubs5akknpfivb_-trigger-***" *** >/v1.3/sdk-reference/node-js/manage-indexes
warning2<button class="fern-* data-* group flex min-* items-* px-* py-* data-*" id="radix-_R_1uvmqklubr6riv5ubs5akknpfivb_-trigger-***" *** >/docs/guides/analyze-videos/prompt-engineering
warning2<button class="fern-* data-* group flex min-* items-* px-* py-* data-*" id="radix-_R_4dmqklubr6riv5ubs5akknpfivb_-trigger-***" *** >/v1.3/sdk-reference/python/index-content
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warning2<button class="fern-* data-* group flex min-* items-* px-* py-* data-*" id="radix-_R_33mqklubr6riv5ubs5akknpfivb_-trigger-***" *** >/v1.3/sdk-reference/python/upload-content/direct-uploads
warning2<button class="fern-* data-* group flex min-* items-* px-* py-* data-*" id="radix-_R_15mqklubr6riv5ubs5akknpfivb_-trigger-***" *** >/docs/guides/analyze-videos/prompt-engineering
warning2<button class="fern-* data-* group flex min-* items-* px-* py-* data-*" id="radix-_R_1n7mqklubr6riv5ubs5akknpfivb_-trigger-***" *** >/docs/guides/analyze-videos/prompt-engineering
warning2<button class="fern-* data-* group flex min-* items-* px-* py-* data-*" id="radix-_R_1qvmqklubr6riv5ubs5akknpfivb_-trigger-***" *** >/docs/guides/analyze-videos/prompt-engineering
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.

Missing roles

Found 10 row(s).
SeverityOccursDetailAffected URLs (max 5)
warning135<header class="my-* space-*">URL 1, URL 2, URL 3, URL 4, URL 5
warning135<aside class="fern-*" id="fern-sidebar" *** >URL 1, URL 2, URL 3, URL 4, URL 5
warning135<nav class="fern-* fern-* hidden lg:flex" *** >URL 1, URL 2, URL 3, URL 4, URL 5
warning135<footer class="fern-* not-*">URL 1, URL 2, URL 3, URL 4, URL 5
warning135<main class="relative z-* flex transition-* duration-* ease-* mt-*" *** >URL 1, URL 2, URL 3, URL 4, URL 5
warning135<aside id="fern-sidebar-spacer">URL 1, URL 2, URL 3, URL 4, URL 5
warning135<footer class="width-*" id="fern-footer">URL 1, URL 2, URL 3, URL 4, URL 5
warning133<nav class="fern-*" *** >URL 1, URL 2, URL 3, URL 4, URL 5
warning120<aside id="fern-toc">URL 1, URL 2, URL 3, URL 4, URL 5
warning15<aside class="fern-*">URL 1, URL 2, URL 3, URL 4, URL 5
No rows found, please edit your search term.

Missing html lang attribute

No problems found.

Security

Found 10 row(s).
HeaderOKNoticeWarningCriticalRecommendation
Strict-Transport-Security13500207Strict-Transport-Security header is not set. It enforces secure connections and protects against MITM attacks.
Content-Security-Policy13500207Content-Security-Policy header is not set. It restricts resources the page can load and prevents XSS attacks.
X-Frame-Options003420X-Frame-Options header is not set. It prevents clickjacking attacks when set to 'deny' or 'sameorigin.
X-Content-Type-Options13502070X-Content-Type-Options header is not set. It stops MIME type sniffing and mitigates content type attacks.
Referrer-Policy13502070Referrer-Policy header is not set. It controls referrer header sharing and enhances privacy and security.
Feature-Policy01352070Feature-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-Policy13502070Permissions-Policy header is not set. It allows enabling/disabling browser APIs and features for security.
X-Powered-By001350X-Powered-By header is set to 'Next.js'. It is better not to reveal used technologies.
Server034200Server header is set to 'Vercel'. It is better not to reveal used technologies.
X-XSS-Protection342000
No rows found, please edit your search term.

Security headers

Found 10 row(s).
SeverityOccursDetailAffected URLs (max 5)
critical207Strict-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
critical207Content-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
warning342X-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
warning207Permissions-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
warning207X-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
warning207Referrer-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
warning207Feature-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
warning135X-Powered-By header is set to 'Next.js'. It is better not to reveal used technologies.URL 1, URL 2, URL 3, URL 4, URL 5
notice342Server header is set to 'Vercel'. It is better not to reveal used technologies.URL 1, URL 2, URL 3, URL 4, URL 5
notice135Feature-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

Found 10 row(s).
Count 🔽Title
6Analyze videos | TwelveLabs
5Create embeddings | TwelveLabs
4Search | TwelveLabs
4Introduction | TwelveLabs
3Direct uploads | TwelveLabs
3Create sync embeddings | TwelveLabs
3Multipart uploads | TwelveLabs
3Frequently asked questions | TwelveLabs
3Manage indexes | TwelveLabs
3Migration guide | TwelveLabs
No rows found, please edit your search term.

TOP non-unique descriptions

Count 🔽Description
120
3<Note title="Note">

SEO metadata

Found 135 row(s).
URL 🔼IndexingTitleH1DescriptionKeywords
/api-reference/analyze-videosAllowedAnalyze videos | TwelveLabsAnalyze videos
/api-reference/any-to-video-searchAllowedAny-to-video search | TwelveLabsAny-to-video search
/api-reference/authenticationAllowedAuthentication | TwelveLabsAuthentication
/api-reference/create-embeddings-v1AllowedCreate embeddings v1 | TwelveLabsCreate embeddings v1
/api-reference/create-embeddings-v2AllowedCreate embeddings v2 | TwelveLabsCreate embeddings v2
/api-reference/entitiesAllowedManage entities | TwelveLabsManage entities
/api-reference/error-codesAllowedError codes | TwelveLabsError codes
/api-reference/index-contentAllowedIndex content | TwelveLabsIndex content
/api-reference/indexesAllowedManage indexes | TwelveLabsManage indexes
/api-reference/introductionAllowedIntroduction | TwelveLabsIntroduction
/api-reference/upload-contentAllowedUpload content | TwelveLabsUpload content
/api-reference/videosAllowedManage videos | TwelveLabsManage videos
/docs/advanced/claude-code-pluginAllowedClaude Code Plugin | TwelveLabsClaude Code Plugin
/docs/advanced/fine-tuningAllowedFine-tuning | TwelveLabsFine-tuning
/docs/advanced/fine-tuning/workflowAllowedFine-tuning workflow | TwelveLabsFine-tuning workflow
/docs/advanced/metadataAllowedMetadata | TwelveLabsMetadata
/docs/advanced/model-context-protocolAllowedModel context protocol | TwelveLabsModel context protocol
/docs/advanced/organizationsAllowedOrganizations | TwelveLabsOrganizations
/docs/advanced/organizations/frequently-asked-questionsAllowedFrequently asked questions | TwelveLabsFrequently asked questions
/docs/advanced/webhooksAllowedWebhooks | TwelveLabsWebhooks
/docs/advanced/webhooks/response-schemaAllowedResponse schema | TwelveLabsHeader
/docs/cloud-partner-integrations/amazon-bedrockAllowedAmazon Bedrock | TwelveLabsAmazon Bedrock
/docs/cloud-partner-integrations/amazon-bedrock/create-embeddingsAllowedCreate embeddings | TwelveLabsCreate embeddings
/docs/concepts/indexesAllowedIndexes | TwelveLabsIndexes
/docs/concepts/modalitiesAllowedModalities | TwelveLabsModalities
/docs/concepts/modelsAllowedModels | TwelveLabsModels
/docs/concepts/models/marengoAllowedMarengo | TwelveLabsMarengo
/docs/concepts/models/pegasusAllowedPegasus | TwelveLabsPegasus
/docs/concepts/multimodal-large-language-modelsAllowedMultimodal large language models | TwelveLabsMultimodal large language models
/docs/concepts/upload-methodsAllowedUpload and processing methods | TwelveLabsUpload and processing methods
/docs/get-started/introductionAllowedIntroduction | TwelveLabsIntroduction
/docs/get-started/manage-your-planAllowedManage your plan | TwelveLabsManage your plan
/docs/get-started/migration-guideAllowedMigration guide | TwelveLabsMigration guide
/docs/get-started/quickstartAllowedQuickstart | TwelveLabsQuickstart
/docs/get-started/quickstart/searchAllowedSearch | TwelveLabsSearch
/docs/get-started/rate-limitsAllowedRate limits | TwelveLabsRate limits
/docs/get-started/release-notesAllowedRelease notes | TwelveLabsRelease notes
/docs/guidesAllowedGuides | TwelveLabsGuides
/docs/guides/analyze-videosAllowedAnalyze videos | TwelveLabsAnalyze videos
/docs/guides/analyze-videos/prompt-engineeringAllowedPrompt engineering | TwelveLabsPrompt engineering
/docs/guides/analyze-videos/structured-responsesAllowedStructured responses | TwelveLabsStructured responses
/docs/guides/create-embeddingsAllowedCreate embeddings | TwelveLabsCreate embeddings
/docs/guides/create-embeddings/videoAllowedVideo embeddings | TwelveLabsVideo embeddings
/docs/guides/searchAllowedSearch | TwelveLabsSearch
/docs/guides/search/filteringAllowedFiltering | TwelveLabsFiltering
/docs/resources/frequently-asked-questionsAllowedFrequently asked questions | TwelveLabsFrequently asked questions
/docs/resources/from-the-communityAllowedFrom the community | TwelveLabsFrom the community
/docs/resources/partner-integrationsAllowedPartner integrations | TwelveLabsPartner integrations
/docs/resources/platform-overviewAllowedPlatform overview | TwelveLabsPlatform overview
/docs/resources/playgroundAllowedPlayground | TwelveLabsPlayground
/docs/resources/sample-applicationsAllowedSample applications | TwelveLabsSample applications
/docs/resources/twelve-labs-sd-ksAllowedTwelveLabs SDKs | TwelveLabsTwelveLabs SDKs
/docs/resources/use-casesAllowedUse cases | TwelveLabsUse cases
/sdk-reference/pythonAllowedPython SDK | TwelveLabsPython SDK
/sdk-reference/python/the-twelve-labs-classAllowedThe TwelveLabs class | TwelveLabsThe TwelveLabs class
/v1.3/api-reference/analyze-videos/analyzeAllowedOpen-ended analysis | TwelveLabsOpen-ended analysisThis endpoint analyzes your videos and creates fully customizable text based on your prompts, including but not limited to tables of content, action items,…
/v1.3/api-reference/any-to-video-search/make-search-requestAllowedMake any-to-video search requests | TwelveLabsMake any-to-video search requestsUse this endpoint to search for relevant matches in an index using text, media, or a combination of both as your query. Text queries:
/v1.3/api-reference/create-embeddings-v1/text-image-audio-embedding…eate-text-image-audio-embeddingsAllowedCreate embeddings for text, image, and audio | TwelveLabsCreate embeddings for text, image, and audio<Note title="Note">
/v1.3/api-reference/create-embeddings-v1/video-embeddings/create-video-embedding-taskAllowedCreate a video embedding task | TwelveLabsCreate a video embedding task<Note title="Note">
/v1.3/api-reference/create-embeddings-v1/video-embeddings/retrieve-video-embedding-task-statusAllowedRetrieve the status of a video embedding task | TwelveLabsRetrieve the status of a video embedding task<Note title="Note">
/v1.3/api-reference/create-embeddings-v1/video-embeddings/retrieve-video-embeddingsAllowedRetrieve video embeddings | TwelveLabsRetrieve video embeddingsThis method retrieves embeddings for a specific video embedding task. Ensure the task status is ready before invoking this method.
/v1.3/api-reference/create-embeddings-v2/create-async-embedding-taskAllowedCreate an async embedding task | TwelveLabsCreate an async embedding taskThis endpoint creates embeddings for audio and video content asynchronously. <Note title="Note"> This method only supports Marengo version 3.0 or newer.
/v1.3/api-reference/create-embeddings-v2/create-embeddingsAllowedCreate sync embeddings | TwelveLabsCreate sync embeddingsThis endpoint synchronously creates embeddings for multimodal content and returns the results immediately in the response. <Note title="Note">
/v1.3/api-reference/error-codesAllowedError codes | TwelveLabsError codes
/v1.3/api-reference/indexes/createAllowedCreate an index | TwelveLabsCreate an indexThis method creates an index.
/v1.3/api-reference/indexes/deleteAllowedDelete an index | TwelveLabsDelete an indexThis method deletes the specified index and all the videos within it. This action cannot be undone.
/v1.3/api-reference/indexes/listAllowedList indexes | TwelveLabsList indexesThis method returns a list of the indexes in your account. The platform returns indexes sorted by creation date, with the oldest indexes at the top of the list.
/v1.3/api-reference/introductionAllowedIntroduction | TwelveLabsIntroduction
/v1.3/api-reference/upload-content/direct-uploadsAllowedDirect uploads | TwelveLabsDirect uploads
/v1.3/api-reference/upload-content/multipart-uploadsAllowedMultipart uploads | TwelveLabsMultipart uploads
/v1.3/api-reference/upload-content/tasks/createAllowedCreate a video indexing task | TwelveLabsCreate a video indexing taskThis method creates a video indexing task that uploads and indexes a video in a single operation. <Warning title="Legacy endpoint">
/v1.3/api-reference/upload-content/tasks/retrieveAllowedRetrieve a video indexing task | TwelveLabsRetrieve a video indexing taskThis method retrieves a video indexing task.
/v1.3/api-reference/videos/listAllowedList videos | TwelveLabsList videos<Info>This method will be deprecated in a future version. New implementations should use the List indexed assets(/v1.3/api-reference/index-content/list) method.
/v1.3/api-reference/videos/retrieveAllowedRetrieve video information | TwelveLabsRetrieve video information<Info> This method will be deprecated in a future version. New implementations should use the Retrieve an indexed asset(/v1.
/v1.3/docs/advanced/claude-code-pluginAllowedClaude Code Plugin | TwelveLabsClaude Code Plugin
/v1.3/docs/advanced/fine-tuningAllowedFine-tuning | TwelveLabsFine-tuning
/v1.3/docs/advanced/metadataAllowedMetadata | TwelveLabsMetadata
/v1.3/docs/advanced/model-context-protocolAllowedModel context protocol | TwelveLabsModel context protocol
/v1.3/docs/advanced/organizationsAllowedOrganizations | TwelveLabsOrganizations
/v1.3/docs/advanced/webhooksAllowedWebhooks | TwelveLabsWebhooks
/v1.3/docs/cloud-partner-integrations/amazon-bedrockAllowedAmazon Bedrock | TwelveLabsAmazon Bedrock
/v1.3/docs/cloud-partner-integrations/amazon-bedrock/analyze-videosAllowedAnalyze videos | TwelveLabsAnalyze videos
/v1.3/docs/cloud-partner-integrations/amazon-bedrock/create-embeddingsAllowedCreate embeddings | TwelveLabsCreate embeddings
/v1.3/docs/cloud-partner-integrations/amazon-bedrock/migration-guideAllowedMigration guide | TwelveLabsMigration guide
/v1.3/docs/concepts/indexesAllowedIndexes | TwelveLabsIndexes
/v1.3/docs/concepts/modalitiesAllowedModalities | TwelveLabsModalities
/v1.3/docs/concepts/modelsAllowedModels | TwelveLabsModels
/v1.3/docs/concepts/models/marengoAllowedMarengo | TwelveLabsMarengo
/v1.3/docs/concepts/models/pegasusAllowedPegasus | TwelveLabsPegasus
/v1.3/docs/concepts/multimodal-large-language-modelsAllowedMultimodal large language models | TwelveLabsMultimodal large language models
/v1.3/docs/concepts/upload-methodsAllowedUpload and processing methods | TwelveLabsUpload and processing methods
/v1.3/docs/get-started/introductionAllowedIntroduction | TwelveLabsIntroduction
/v1.3/docs/get-started/manage-your-planAllowedManage your plan | TwelveLabsManage your plan
/v1.3/docs/get-started/migration-guideAllowedMigration guide | TwelveLabsMigration guide
/v1.3/docs/get-started/quickstartAllowedQuickstart | TwelveLabsQuickstart
/v1.3/docs/get-started/quickstart/analyze-videosAllowedAnalyze videos | TwelveLabsAnalyze videos
/v1.3/docs/get-started/quickstart/create-embeddingsAllowedCreate embeddings | TwelveLabsCreate embeddings
/v1.3/docs/get-started/quickstart/searchAllowedSearch | TwelveLabsSearch
/v1.3/docs/get-started/rate-limitsAllowedRate limits | TwelveLabsRate limits
/v1.3/docs/get-started/release-notesAllowedRelease notes | TwelveLabsRelease notes
/v1.3/docs/guidesAllowedGuides | TwelveLabsGuides
/v1.3/docs/guides/analyze-videosAllowedAnalyze videos | TwelveLabsAnalyze videos
/v1.3/docs/guides/analyze-videos/structured-responsesAllowedStructured responses | TwelveLabsStructured responses
/v1.3/docs/guides/create-embeddingsAllowedCreate embeddings | TwelveLabsCreate embeddings
/v1.3/docs/guides/create-embeddings/audioAllowedAudio embeddings | TwelveLabsAudio embeddings
/v1.3/docs/guides/create-embeddings/imageAllowedSingle image embeddings | TwelveLabsSingle image embeddings
/v1.3/docs/guides/create-embeddings/textAllowedText embeddings | TwelveLabsText embeddings
/v1.3/docs/guides/create-embeddings/text-imageAllowedText and image embeddings | TwelveLabsText and image embeddings
/v1.3/docs/guides/create-embeddings/videoAllowedVideo embeddings | TwelveLabsVideo embeddings
/v1.3/docs/guides/create-embeddings/video/newAllowedEmbeddings for new videos | TwelveLabsEmbeddings for new videos
/v1.3/docs/guides/searchAllowedSearch | TwelveLabsSearch
/v1.3/docs/guides/search/filteringAllowedFiltering | TwelveLabsFiltering
/v1.3/docs/resources/frequently-asked-questionsAllowedFrequently asked questions | TwelveLabsFrequently asked questions
/v1.3/docs/resources/from-the-communityAllowedFrom the community | TwelveLabsFrom the community
/v1.3/docs/resources/partner-integrationsAllowedPartner integrations | TwelveLabsPartner integrations
/v1.3/docs/resources/platform-overviewAllowedPlatform overview | TwelveLabsPlatform overview
/v1.3/docs/resources/playgroundAllowedPlayground | TwelveLabsPlayground
/v1.3/docs/resources/sample-applicationsAllowedSample applications | TwelveLabsSample applications
/v1.3/docs/resources/twelve-labs-sd-ksAllowedTwelveLabs SDKs | TwelveLabsTwelveLabs SDKs
/v1.3/docs/resources/use-casesAllowedUse cases | TwelveLabsUse cases
/v1.3/sdk-reference/node-jsAllowedNode.js SDK | TwelveLabsNode.js SDK
/v1.3/sdk-reference/node-js/create-embeddings-v-2/create-async-embeddingsAllowedCreate async embeddings | TwelveLabsCreate async embeddings
/v1.3/sdk-reference/node-js/create-embeddings-v-2/create-sync-embeddingsAllowedCreate sync embeddings | TwelveLabsCreate sync embeddings
/v1.3/sdk-reference/node-js/manage-indexesAllowedManage indexes | TwelveLabsManage indexes
/v1.3/sdk-reference/node-js/upload-content/direct-uploadsAllowedDirect uploads | TwelveLabsDirect uploads
/v1.3/sdk-reference/node-js/upload-content/multipart-uploadsAllowedMultipart uploads | TwelveLabsMultipart uploads
/v1.3/sdk-reference/pythonAllowedPython SDK | TwelveLabsPython SDK
/v1.3/sdk-reference/python/analyze-videosAllowedAnalyze videos | TwelveLabsAnalyze videos
/v1.3/sdk-reference/python/create-embeddings-v-2/create-async-embeddingsAllowedCreate async embeddings | TwelveLabsCreate async embeddings
/v1.3/sdk-reference/python/create-embeddings-v-2/create-sync-embeddingsAllowedCreate sync embeddings | TwelveLabsCreate sync embeddings
/v1.3/sdk-reference/python/index-contentAllowedIndex content | TwelveLabsIndex content
/v1.3/sdk-reference/python/manage-indexesAllowedManage indexes | TwelveLabsManage indexes
/v1.3/sdk-reference/python/the-twelve-labs-classAllowedThe TwelveLabs class | TwelveLabsThe TwelveLabs class
/v1.3/sdk-reference/python/upload-content/direct-uploadsAllowedDirect uploads | TwelveLabsDirect uploads
/v1.3/sdk-reference/python/upload-content/multipart-uploadsAllowedMultipart uploads | TwelveLabsMultipart uploads
No rows found, please edit your search term.

OpenGraph metadata

Found 135 row(s).
URL 🔼OG TitleOG DescriptionOG ImageTwitter TitleTwitter DescriptionTwitter Image
/api-reference/analyze-videosAnalyze videos | TwelveLabsAnalyze videos | TwelveLabs
/api-reference/any-to-video-searchAny-to-video search | TwelveLabsAny-to-video search | TwelveLabs
/api-reference/authenticationAuthentication | TwelveLabsAuthentication | TwelveLabs
/api-reference/create-embeddings-v1Create embeddings v1 | TwelveLabsCreate embeddings v1 | TwelveLabs
/api-reference/create-embeddings-v2Create embeddings v2 | TwelveLabsCreate embeddings v2 | TwelveLabs
/api-reference/entitiesManage entities | TwelveLabsManage entities | TwelveLabs
/api-reference/error-codesError codes | TwelveLabsError codes | TwelveLabs
/api-reference/index-contentIndex content | TwelveLabsIndex content | TwelveLabs
/api-reference/indexesManage indexes | TwelveLabsManage indexes | TwelveLabs
/api-reference/introductionIntroduction | TwelveLabsIntroduction | TwelveLabs
/api-reference/upload-contentUpload content | TwelveLabsUpload content | TwelveLabs
/api-reference/videosManage videos | TwelveLabsManage videos | TwelveLabs
/docs/advanced/claude-code-pluginClaude Code Plugin | TwelveLabsClaude Code Plugin | TwelveLabs
/docs/advanced/fine-tuningFine-tuning | TwelveLabsFine-tuning | TwelveLabs
/docs/advanced/fine-tuning/workflowFine-tuning workflow | TwelveLabsFine-tuning workflow | TwelveLabs
/docs/advanced/metadataMetadata | TwelveLabsMetadata | TwelveLabs
/docs/advanced/model-context-protocolModel context protocol | TwelveLabsModel context protocol | TwelveLabs
/docs/advanced/organizationsOrganizations | TwelveLabsOrganizations | TwelveLabs
/docs/advanced/organizations/frequently-asked-questionsFrequently asked questions | TwelveLabsFrequently asked questions | TwelveLabs
/docs/advanced/webhooksWebhooks | TwelveLabsWebhooks | TwelveLabs
/docs/advanced/webhooks/response-schemaResponse schema | TwelveLabsResponse schema | TwelveLabs
/docs/cloud-partner-integrations/amazon-bedrockAmazon Bedrock | TwelveLabsAmazon Bedrock | TwelveLabs
/docs/cloud-partner-integrations/amazon-bedrock/create-embeddingsCreate embeddings | TwelveLabsCreate embeddings | TwelveLabs
/docs/concepts/indexesIndexes | TwelveLabsIndexes | TwelveLabs
/docs/concepts/modalitiesModalities | TwelveLabsModalities | TwelveLabs
/docs/concepts/modelsModels | TwelveLabsModels | TwelveLabs
/docs/concepts/models/marengoMarengo | TwelveLabsMarengo | TwelveLabs
/docs/concepts/models/pegasusPegasus | TwelveLabsPegasus | TwelveLabs
/docs/concepts/multimodal-large-language-modelsMultimodal large language models | TwelveLabsMultimodal large language models | TwelveLabs
/docs/concepts/upload-methodsUpload and processing methods | TwelveLabsUpload and processing methods | TwelveLabs
/docs/get-started/introductionIntroduction | TwelveLabsIntroduction | TwelveLabs
/docs/get-started/manage-your-planManage your plan | TwelveLabsManage your plan | TwelveLabs
/docs/get-started/migration-guideMigration guide | TwelveLabsMigration guide | TwelveLabs
/docs/get-started/quickstartQuickstart | TwelveLabsQuickstart | TwelveLabs
/docs/get-started/quickstart/searchSearch | TwelveLabsSearch | TwelveLabs
/docs/get-started/rate-limitsRate limits | TwelveLabsRate limits | TwelveLabs
/docs/get-started/release-notesRelease notes | TwelveLabsRelease notes | TwelveLabs
/docs/guidesGuides | TwelveLabsGuides | TwelveLabs
/docs/guides/analyze-videosAnalyze videos | TwelveLabsAnalyze videos | TwelveLabs
/docs/guides/analyze-videos/prompt-engineeringPrompt engineering | TwelveLabsPrompt engineering | TwelveLabs
/docs/guides/analyze-videos/structured-responsesStructured responses | TwelveLabsStructured responses | TwelveLabs
/docs/guides/create-embeddingsCreate embeddings | TwelveLabsCreate embeddings | TwelveLabs
/docs/guides/create-embeddings/videoVideo embeddings | TwelveLabsVideo embeddings | TwelveLabs
/docs/guides/searchSearch | TwelveLabsSearch | TwelveLabs
/docs/guides/search/filteringFiltering | TwelveLabsFiltering | TwelveLabs
/docs/resources/frequently-asked-questionsFrequently asked questions | TwelveLabsFrequently asked questions | TwelveLabs
/docs/resources/from-the-communityFrom the community | TwelveLabsFrom the community | TwelveLabs
/docs/resources/partner-integrationsPartner integrations | TwelveLabsPartner integrations | TwelveLabs
/docs/resources/platform-overviewPlatform overview | TwelveLabsPlatform overview | TwelveLabs
/docs/resources/playgroundPlayground | TwelveLabsPlayground | TwelveLabs
/docs/resources/sample-applicationsSample applications | TwelveLabsSample applications | TwelveLabs
/docs/resources/twelve-labs-sd-ksTwelveLabs SDKs | TwelveLabsTwelveLabs SDKs | TwelveLabs
/docs/resources/use-casesUse cases | TwelveLabsUse cases | TwelveLabs
/sdk-reference/pythonPython SDK | TwelveLabsPython SDK | TwelveLabs
/sdk-reference/python/the-twelve-labs-classThe TwelveLabs class | TwelveLabsThe TwelveLabs class | TwelveLabs
/v1.3/api-reference/analyze-videos/analyzeOpen-ended analysis | TwelveLabsThis endpoint analyzes your videos and creates fully customizable text based on your prompts, including but not limited to tables of content, action items,…Open-ended analysis | TwelveLabsThis endpoint analyzes your videos and creates fully customizable text based on your prompts, including but not limited to tables of content, action items,…
/v1.3/api-reference/any-to-video-search/make-search-requestMake any-to-video search requests | TwelveLabsUse this endpoint to search for relevant matches in an index using text, media, or a combination of both as your query. Text queries:Make any-to-video search requests | TwelveLabsUse this endpoint to search for relevant matches in an index using text, media, or a combination of both as your query. Text queries:
/v1.3/api-reference/create-embeddings-v1/text-image-audio-embedding…eate-text-image-audio-embeddingsCreate embeddings for text, image, and audio | TwelveLabs<Note title="Note">Create embeddings for text, image, and audio | TwelveLabs<Note title="Note">
/v1.3/api-reference/create-embeddings-v1/video-embeddings/create-video-embedding-taskCreate a video embedding task | TwelveLabs<Note title="Note">Create a video embedding task | TwelveLabs<Note title="Note">
/v1.3/api-reference/create-embeddings-v1/video-embeddings/retrieve-video-embedding-task-statusRetrieve the status of a video embedding task | TwelveLabs<Note title="Note">Retrieve the status of a video embedding task | TwelveLabs<Note title="Note">
/v1.3/api-reference/create-embeddings-v1/video-embeddings/retrieve-video-embeddingsRetrieve video embeddings | TwelveLabsThis method retrieves embeddings for a specific video embedding task. Ensure the task status is ready before invoking this method.Retrieve video embeddings | TwelveLabsThis method retrieves embeddings for a specific video embedding task. Ensure the task status is ready before invoking this method.
/v1.3/api-reference/create-embeddings-v2/create-async-embedding-taskCreate an async embedding task | TwelveLabsThis endpoint creates embeddings for audio and video content asynchronously. <Note title="Note"> This method only supports Marengo version 3.0 or newer.Create an async embedding task | TwelveLabsThis endpoint creates embeddings for audio and video content asynchronously. <Note title="Note"> This method only supports Marengo version 3.0 or newer.
/v1.3/api-reference/create-embeddings-v2/create-embeddingsCreate sync embeddings | TwelveLabsThis endpoint synchronously creates embeddings for multimodal content and returns the results immediately in the response. <Note title="Note">Create sync embeddings | TwelveLabsThis endpoint synchronously creates embeddings for multimodal content and returns the results immediately in the response. <Note title="Note">
/v1.3/api-reference/error-codesError codes | TwelveLabsError codes | TwelveLabs
/v1.3/api-reference/indexes/createCreate an index | TwelveLabsThis method creates an index.Create an index | TwelveLabsThis method creates an index.
/v1.3/api-reference/indexes/deleteDelete an index | TwelveLabsThis method deletes the specified index and all the videos within it. This action cannot be undone.Delete an index | TwelveLabsThis method deletes the specified index and all the videos within it. This action cannot be undone.
/v1.3/api-reference/indexes/listList indexes | TwelveLabsThis method returns a list of the indexes in your account. The platform returns indexes sorted by creation date, with the oldest indexes at the top of the list.List indexes | TwelveLabsThis method returns a list of the indexes in your account. The platform returns indexes sorted by creation date, with the oldest indexes at the top of the list.
/v1.3/api-reference/introductionIntroduction | TwelveLabsIntroduction | TwelveLabs
/v1.3/api-reference/upload-content/direct-uploadsDirect uploads | TwelveLabsDirect uploads | TwelveLabs
/v1.3/api-reference/upload-content/multipart-uploadsMultipart uploads | TwelveLabsMultipart uploads | TwelveLabs
/v1.3/api-reference/upload-content/tasks/createCreate a video indexing task | TwelveLabsThis method creates a video indexing task that uploads and indexes a video in a single operation. <Warning title="Legacy endpoint">Create a video indexing task | TwelveLabsThis method creates a video indexing task that uploads and indexes a video in a single operation. <Warning title="Legacy endpoint">
/v1.3/api-reference/upload-content/tasks/retrieveRetrieve a video indexing task | TwelveLabsThis method retrieves a video indexing task.Retrieve a video indexing task | TwelveLabsThis method retrieves a video indexing task.
/v1.3/api-reference/videos/listList videos | TwelveLabs<Info>This method will be deprecated in a future version. New implementations should use the List indexed assets(/v1.3/api-reference/index-content/list) method.List videos | TwelveLabs<Info>This method will be deprecated in a future version. New implementations should use the List indexed assets(/v1.3/api-reference/index-content/list) method.
/v1.3/api-reference/videos/retrieveRetrieve video information | TwelveLabs<Info> This method will be deprecated in a future version. New implementations should use the Retrieve an indexed asset(/v1.Retrieve video information | TwelveLabs<Info> This method will be deprecated in a future version. New implementations should use the Retrieve an indexed asset(/v1.
/v1.3/docs/advanced/claude-code-pluginClaude Code Plugin | TwelveLabsClaude Code Plugin | TwelveLabs
/v1.3/docs/advanced/fine-tuningFine-tuning | TwelveLabsFine-tuning | TwelveLabs
/v1.3/docs/advanced/metadataMetadata | TwelveLabsMetadata | TwelveLabs
/v1.3/docs/advanced/model-context-protocolModel context protocol | TwelveLabsModel context protocol | TwelveLabs
/v1.3/docs/advanced/organizationsOrganizations | TwelveLabsOrganizations | TwelveLabs
/v1.3/docs/advanced/webhooksWebhooks | TwelveLabsWebhooks | TwelveLabs
/v1.3/docs/cloud-partner-integrations/amazon-bedrockAmazon Bedrock | TwelveLabsAmazon Bedrock | TwelveLabs
/v1.3/docs/cloud-partner-integrations/amazon-bedrock/analyze-videosAnalyze videos | TwelveLabsAnalyze videos | TwelveLabs
/v1.3/docs/cloud-partner-integrations/amazon-bedrock/create-embeddingsCreate embeddings | TwelveLabsCreate embeddings | TwelveLabs
/v1.3/docs/cloud-partner-integrations/amazon-bedrock/migration-guideMigration guide | TwelveLabsMigration guide | TwelveLabs
/v1.3/docs/concepts/indexesIndexes | TwelveLabsIndexes | TwelveLabs
/v1.3/docs/concepts/modalitiesModalities | TwelveLabsModalities | TwelveLabs
/v1.3/docs/concepts/modelsModels | TwelveLabsModels | TwelveLabs
/v1.3/docs/concepts/models/marengoMarengo | TwelveLabsMarengo | TwelveLabs
/v1.3/docs/concepts/models/pegasusPegasus | TwelveLabsPegasus | TwelveLabs
/v1.3/docs/concepts/multimodal-large-language-modelsMultimodal large language models | TwelveLabsMultimodal large language models | TwelveLabs
/v1.3/docs/concepts/upload-methodsUpload and processing methods | TwelveLabsUpload and processing methods | TwelveLabs
/v1.3/docs/get-started/introductionIntroduction | TwelveLabsIntroduction | TwelveLabs
/v1.3/docs/get-started/manage-your-planManage your plan | TwelveLabsManage your plan | TwelveLabs
/v1.3/docs/get-started/migration-guideMigration guide | TwelveLabsMigration guide | TwelveLabs
/v1.3/docs/get-started/quickstartQuickstart | TwelveLabsQuickstart | TwelveLabs
/v1.3/docs/get-started/quickstart/analyze-videosAnalyze videos | TwelveLabsAnalyze videos | TwelveLabs
/v1.3/docs/get-started/quickstart/create-embeddingsCreate embeddings | TwelveLabsCreate embeddings | TwelveLabs
/v1.3/docs/get-started/quickstart/searchSearch | TwelveLabsSearch | TwelveLabs
/v1.3/docs/get-started/rate-limitsRate limits | TwelveLabsRate limits | TwelveLabs
/v1.3/docs/get-started/release-notesRelease notes | TwelveLabsRelease notes | TwelveLabs
/v1.3/docs/guidesGuides | TwelveLabsGuides | TwelveLabs
/v1.3/docs/guides/analyze-videosAnalyze videos | TwelveLabsAnalyze videos | TwelveLabs
/v1.3/docs/guides/analyze-videos/structured-responsesStructured responses | TwelveLabsStructured responses | TwelveLabs
/v1.3/docs/guides/create-embeddingsCreate embeddings | TwelveLabsCreate embeddings | TwelveLabs
/v1.3/docs/guides/create-embeddings/audioAudio embeddings | TwelveLabsAudio embeddings | TwelveLabs
/v1.3/docs/guides/create-embeddings/imageSingle image embeddings | TwelveLabsSingle image embeddings | TwelveLabs
/v1.3/docs/guides/create-embeddings/textText embeddings | TwelveLabsText embeddings | TwelveLabs
/v1.3/docs/guides/create-embeddings/text-imageText and image embeddings | TwelveLabsText and image embeddings | TwelveLabs
/v1.3/docs/guides/create-embeddings/videoVideo embeddings | TwelveLabsVideo embeddings | TwelveLabs
/v1.3/docs/guides/create-embeddings/video/newEmbeddings for new videos | TwelveLabsEmbeddings for new videos | TwelveLabs
/v1.3/docs/guides/searchSearch | TwelveLabsSearch | TwelveLabs
/v1.3/docs/guides/search/filteringFiltering | TwelveLabsFiltering | TwelveLabs
/v1.3/docs/resources/frequently-asked-questionsFrequently asked questions | TwelveLabsFrequently asked questions | TwelveLabs
/v1.3/docs/resources/from-the-communityFrom the community | TwelveLabsFrom the community | TwelveLabs
/v1.3/docs/resources/partner-integrationsPartner integrations | TwelveLabsPartner integrations | TwelveLabs
/v1.3/docs/resources/platform-overviewPlatform overview | TwelveLabsPlatform overview | TwelveLabs
/v1.3/docs/resources/playgroundPlayground | TwelveLabsPlayground | TwelveLabs
/v1.3/docs/resources/sample-applicationsSample applications | TwelveLabsSample applications | TwelveLabs
/v1.3/docs/resources/twelve-labs-sd-ksTwelveLabs SDKs | TwelveLabsTwelveLabs SDKs | TwelveLabs
/v1.3/docs/resources/use-casesUse cases | TwelveLabsUse cases | TwelveLabs
/v1.3/sdk-reference/node-jsNode.js SDK | TwelveLabsNode.js SDK | TwelveLabs
/v1.3/sdk-reference/node-js/create-embeddings-v-2/create-async-embeddingsCreate async embeddings | TwelveLabsCreate async embeddings | TwelveLabs
/v1.3/sdk-reference/node-js/create-embeddings-v-2/create-sync-embeddingsCreate sync embeddings | TwelveLabsCreate sync embeddings | TwelveLabs
/v1.3/sdk-reference/node-js/manage-indexesManage indexes | TwelveLabsManage indexes | TwelveLabs
/v1.3/sdk-reference/node-js/upload-content/direct-uploadsDirect uploads | TwelveLabsDirect uploads | TwelveLabs
/v1.3/sdk-reference/node-js/upload-content/multipart-uploadsMultipart uploads | TwelveLabsMultipart uploads | TwelveLabs
/v1.3/sdk-reference/pythonPython SDK | TwelveLabsPython SDK | TwelveLabs
/v1.3/sdk-reference/python/analyze-videosAnalyze videos | TwelveLabsAnalyze videos | TwelveLabs
/v1.3/sdk-reference/python/create-embeddings-v-2/create-async-embeddingsCreate async embeddings | TwelveLabsCreate async embeddings | TwelveLabs
/v1.3/sdk-reference/python/create-embeddings-v-2/create-sync-embeddingsCreate sync embeddings | TwelveLabsCreate sync embeddings | TwelveLabs
/v1.3/sdk-reference/python/index-contentIndex content | TwelveLabsIndex content | TwelveLabs
/v1.3/sdk-reference/python/manage-indexesManage indexes | TwelveLabsManage indexes | TwelveLabs
/v1.3/sdk-reference/python/the-twelve-labs-classThe TwelveLabs class | TwelveLabsThe TwelveLabs class | TwelveLabs
/v1.3/sdk-reference/python/upload-content/direct-uploadsDirect uploads | TwelveLabsDirect uploads | TwelveLabs
/v1.3/sdk-reference/python/upload-content/multipart-uploadsMultipart uploads | TwelveLabsMultipart uploads | TwelveLabs
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Heading structure

Found 135 row(s).
Heading structureCountErrors 🔽URL
  • <h1> Search
  • <h1> Key concepts [#key-concepts]
  • <h1> Workflow [#workflow]
  • <h1> Prerequisites [#prerequisites]
  • <h1> Complete example [#complete-example]
  • <h1> Code explanation [#code-explanation]
    • <h3> Import the SDK and initialize the client
    • <h3> Create an index
    • <h3> Upload a video
    • <h3> Index your video
    • <h3> Monitor the indexing process
    • <h3> Perform a search request
    • <h3> Process the search results
  • <h1> Next steps [#next-steps]
1414/docs/guides/search
  • <h1> Search
  • <h1> Key concepts [#key-concepts]
  • <h1> Workflow [#workflow]
  • <h1> Prerequisites [#prerequisites]
  • <h1> Complete example [#complete-example]
  • <h1> Code explanation [#code-explanation]
    • <h3> Import the SDK and initialize the client
    • <h3> Create an index
    • <h3> Upload a video
    • <h3> Index your video
    • <h3> Monitor the indexing process
    • <h3> Perform a search request
    • <h3> Process the search results
  • <h1> Next steps [#next-steps]
1414/v1.3/docs/guides/search
  • <h1> Analyze videos
  • <h1> Key concepts [#key-concepts]
  • <h1> Workflow [#workflow]
  • <h1> Prerequisites [#prerequisites]
  • <h1> Complete example [#complete-example]
  • <h1> Code explanation [#code-explanation]
    • <h3> Import the SDK and initialize the client
    • <h3> Create an index
    • <h3> Upload a video
    • <h3> Index your video
    • <h3> Monitor the indexing process
    • <h3> Perform open-ended analysis
    • <h3> Process the results
1313/docs/guides/analyze-videos
  • <h1> Analyze videos
  • <h1> Key concepts [#key-concepts]
  • <h1> Workflow [#workflow]
  • <h1> Prerequisites [#prerequisites]
  • <h1> Starter code [#starter-code]
  • <h1> Code explanation [#code-explanation]
    • <h3> Import the SDK and initialize the client
    • <h3> Create an index
    • <h3> Upload a video
    • <h3> Index your video
    • <h3> Monitor the indexing process
    • <h3> Analyze your video
    • <h3> Process the results
1313/v1.3/docs/get-started/quickstart/analyze-videos
  • <h1> Search
  • <h1> Key concepts [#key-concepts]
  • <h1> Workflow [#workflow]
  • <h1> Prerequisites [#prerequisites]
  • <h1> Starter code [#starter-code]
  • <h1> Code explanation [#code-explanation]
    • <h3> Import the SDK and initialize the client
    • <h3> Create an index
    • <h3> Upload a video
    • <h3> Index your video
    • <h3> Monitor the indexing process
    • <h3> Perform a search
    • <h3> Process the search results
1313/v1.3/docs/get-started/quickstart/search
  • <h1> Search
  • <h1> Key concepts [#key-concepts]
  • <h1> Workflow [#workflow]
  • <h1> Prerequisites [#prerequisites]
  • <h1> Starter code [#starter-code]
  • <h1> Code explanation [#code-explanation]
    • <h3> Import the SDK and initialize the client
    • <h3> Create an index
    • <h3> Upload a video
    • <h3> Index your video
    • <h3> Monitor the indexing process
    • <h3> Perform a search
    • <h3> Process the search results
1313/docs/get-started/quickstart/search
  • <h1> Analyze videos
  • <h1> Key concepts [#key-concepts]
  • <h1> Workflow [#workflow]
  • <h1> Prerequisites [#prerequisites]
  • <h1> Complete example [#complete-example]
  • <h1> Code explanation [#code-explanation]
    • <h3> Import the SDK and initialize the client
    • <h3> Create an index
    • <h3> Upload a video
    • <h3> Index your video
    • <h3> Monitor the indexing process
    • <h3> Perform open-ended analysis
    • <h3> Process the results
1313/v1.3/docs/guides/analyze-videos
  • <h1> Audio embeddings
  • <h1> Key concepts [#key-concepts]
  • <h1> Workflow [#workflow]
  • <h1> Prerequisites [#prerequisites]
  • <h1> Complete example [#complete-example]
  • <h1> Code explanation [#code-explanation]
    • <h3> Import the SDK and initialize the client
    • <h3> Upload an audio file
    • <h3> Process your audio file
    • <h3> Monitor the status
    • <h3> Process the results
  • <h1> Short audio files (synchronous) [#short-audio-files-synchronous]
1212/v1.3/docs/guides/create-embeddings/audio
  • <h1> Embeddings for new videos
  • <h1> Key concepts [#key-concepts]
  • <h1> Workflow [#workflow]
  • <h1> Prerequisites [#prerequisites]
  • <h1> Complete example [#complete-example]
  • <h1> Code explanation [#code-explanation]
    • <h3> Import the SDK and initialize the client
    • <h3> Upload a video
    • <h3> Process your video
    • <h3> Monitor the status
    • <h3> Process the results
  • <h1> Short videos (synchronous) [#short-videos-synchronous]
1212/v1.3/docs/guides/create-embeddings/video/new
  • <h1> Create embeddings
  • <h1> Regional availability [#regional-availability]
  • <h1> Model specification [#model-specification]
    • <h2> Input requirements [#input-requirements]
    • <h2> Embedding coverage per input type [#embedding-coverage-per-input-type]
  • <h1> Pricing [#pricing]
  • <h1> Choose the processing method [#choose-the-processing-method]
  • <h1> Prerequisites [#prerequisites]
  • <h1> Create embeddings [#create-embeddings]
    • <h2> Synchronous processing [#synchronous-processing]
      • <h3> Examples [#examples]
    • <h2> Asynchronous processing [#asynchronous-processing]
      • <h3> S3 output structure [#s3-output-structure]
      • <h3> Examples [#examples-1]
  • <h1> Use embeddings [#use-embeddings]
  • <h1> Request parameters and response fields [#request-parameters-and-response-fields]
  • <h1> Using Marengo 2.7 [#using-marengo-27]
    • <h2> Synchronous processing [#synchronous-processing-1]
      • <h3> Request body structure [#request-body-structure]
      • <h3> Examples [#examples-2]
      • <h3> Asynchronous processing [#asynchronous-processing-1]
      • <h3> Model input structure [#model-input-structure]
      • <h3> Examples [#examples-3]
      • <h3> Request parameters and response fields [#request-parameters-and-response-fields-1]
2410/docs/cloud-partner-integrations/amazon-bedrock/create-embeddings
  • <h1> Create embeddings
  • <h1> Regional availability [#regional-availability]
  • <h1> Model specification [#model-specification]
    • <h2> Input requirements [#input-requirements]
    • <h2> Embedding coverage per input type [#embedding-coverage-per-input-type]
  • <h1> Pricing [#pricing]
  • <h1> Choose the processing method [#choose-the-processing-method]
  • <h1> Prerequisites [#prerequisites]
  • <h1> Create embeddings [#create-embeddings]
    • <h2> Synchronous processing [#synchronous-processing]
      • <h3> Examples [#examples]
    • <h2> Asynchronous processing [#asynchronous-processing]
      • <h3> S3 output structure [#s3-output-structure]
      • <h3> Examples [#examples-1]
  • <h1> Use embeddings [#use-embeddings]
  • <h1> Request parameters and response fields [#request-parameters-and-response-fields]
  • <h1> Using Marengo 2.7 [#using-marengo-27]
    • <h2> Synchronous processing [#synchronous-processing-1]
      • <h3> Request body structure [#request-body-structure]
      • <h3> Examples [#examples-2]
      • <h3> Asynchronous processing [#asynchronous-processing-1]
      • <h3> Model input structure [#model-input-structure]
      • <h3> Examples [#examples-3]
      • <h3> Request parameters and response fields [#request-parameters-and-response-fields-1]
2410/v1.3/docs/cloud-partner-integrations/amazon-bedrock/create-embeddings
  • <h1> Text and image embeddings
  • <h1> Key concepts [#key-concepts]
  • <h1> Workflow [#workflow]
  • <h1> Prerequisites [#prerequisites]
  • <h1> Complete example [#complete-example]
  • <h1> Code explanation [#code-explanation]
    • <h3> Import the SDK and initialize the client
    • <h3> Upload your images
    • <h3> Create text and image embeddings
    • <h3> Process the results
1010/v1.3/docs/guides/create-embeddings/text-image
  • <h1> Single image embeddings
  • <h1> Key concepts [#key-concepts]
  • <h1> Workflow [#workflow]
  • <h1> Prerequisites [#prerequisites]
  • <h1> Complete example [#complete-example]
  • <h1> Code explanation [#code-explanation]
    • <h3> Import the SDK and initialize the client
    • <h3> Upload an image
    • <h3> Create image embeddings
    • <h3> Process the results
1010/v1.3/docs/guides/create-embeddings/image
  • <h1> Create embeddings
  • <h1> Key concepts [#key-concepts]
  • <h1> Workflow [#workflow]
  • <h1> Prerequisites [#prerequisites]
  • <h1> Starter code [#starter-code]
  • <h1> Code explanation [#code-explanation]
    • <h3> Import the SDK and initialize the client
    • <h3> Upload a video
    • <h3> Create embeddings
    • <h3> Process the results
1010/v1.3/docs/get-started/quickstart/create-embeddings
  • <h1> Error codes
  • <h1> General [#general]
  • <h1> The /indexes endpoint [#the-indexes-endpoint]
  • <h1> The /tasks endpoint [#the-tasks-endpoint]
  • <h1> The /search endpoint [#the-search-endpoint]
  • <h1> The /analyze endpoint [#the-analyze-endpoint]
  • <h1> The /summarize endpoint [#the-summarize-endpoint]
  • <h1> The /embed endpoint [#the-embed-endpoint]
  • <h1> The /embed/tasks endpoint [#the-embedtasks-endpoint]
  • <h1> The /embed/tasks/{task-id}/status endpoint [#the-embedtaskstask-idstatus-endpoint]
1010/api-reference/error-codes
  • <h1> Error codes
  • <h1> General [#general]
  • <h1> The /indexes endpoint [#the-indexes-endpoint]
  • <h1> The /tasks endpoint [#the-tasks-endpoint]
  • <h1> The /search endpoint [#the-search-endpoint]
  • <h1> The /analyze endpoint [#the-analyze-endpoint]
  • <h1> The /summarize endpoint [#the-summarize-endpoint]
  • <h1> The /embed endpoint [#the-embed-endpoint]
  • <h1> The /embed/tasks endpoint [#the-embedtasks-endpoint]
  • <h1> The /embed/tasks/{task-id}/status endpoint [#the-embedtaskstask-idstatus-endpoint]
1010/v1.3/api-reference/error-codes
  • <h1> Migration guide
  • <h1> Migration steps [#migration-steps]
    • <h3> Update your SDK
    • <h3> Update the version strings in your code
    • <h3> Update your search requests
    • <h3> Regenerate all embeddings
  • <h1> Update your search requests [#update-your-search-requests-1]
  • <h1> Regenerate all embeddings [#regenerate-all-embeddings-1]
  • <h1> Additional resources [#additional-resources]
99/docs/get-started/migration-guide
  • <h1> Migration guide
  • <h1> Migration steps [#migration-steps]
    • <h3> Update your SDK
    • <h3> Update the version strings in your code
    • <h3> Update your search requests
    • <h3> Regenerate all embeddings
  • <h1> Update your search requests [#update-your-search-requests-1]
  • <h1> Regenerate all embeddings [#regenerate-all-embeddings-1]
  • <h1> Additional resources [#additional-resources]
99/v1.3/docs/get-started/migration-guide
  • <h1> Text embeddings
  • <h1> Key concepts [#key-concepts]
  • <h1> Workflow [#workflow]
  • <h1> Prerequisites [#prerequisites]
  • <h1> Complete example [#complete-example]
  • <h1> Code explanation [#code-explanation]
    • <h3> Import the SDK and initialize the client
    • <h3> Create text embeddings
    • <h3> Process the results
99/v1.3/docs/guides/create-embeddings/text
  • <h1> Analyze videos
  • <h1> Regional availability [#regional-availability]
  • <h1> Model specifications [#model-specifications]
    • <h2> Input requirements [#input-requirements]
  • <h1> Pricing [#pricing]
  • <h1> Prerequisites [#prerequisites]
  • <h1> Analyze videos [#analyze-videos]
    • <h2> Example [#example]
  • <h1> Use the generated text [#use-the-generated-text]
  • <h1> Request parameters and response fields [#request-parameters-and-response-fields]
108/v1.3/docs/cloud-partner-integrations/amazon-bedrock/analyze-videos
  • <h1> Model context protocol
  • <h1> Prerequisites [#prerequisites]
  • <h1> Set up the TwelveLabs MCP server [#set-up-the-twelvelabs-mcp-server]
  • <h1> Verify the installation [#verify-the-installation]
  • <h1> Use the MCP server [#use-the-mcp-server]
  • <h1> Tools [#tools]
  • <h1> Next steps [#next-steps]
77/docs/advanced/model-context-protocol
  • <h1> Marengo
  • <h1> Available versions [#available-versions]
  • <h1> Key features [#key-features]
    • <h2> New in Marengo 3.0 [#new-in-marengo-30]
    • <h2> Standard features [#standard-features]
  • <h1> Use cases [#use-cases]
  • <h1> Input requirements [#input-requirements]
    • <h2> Video file requirements [#video-file-requirements]
    • <h2> Image file requirements [#image-file-requirements]
    • <h2> Audio file requirements [#audio-file-requirements]
    • <h2> Text input requirements [#text-input-requirements]
    • <h2> Supported languages [#supported-languages]
  • <h1> Examples [#examples]
    • <h2> Steve Jobs introducing the iPhone [#steve-jobs-introducing-the-iphone]
    • <h2> Polar bear holding a Coca-Cola bottle [#polar-bear-holding-a-coca-cola-bottle]
    • <h2> Using different languages [#using-different-languages]
      • <h3> Spanish [#spanish]
      • <h3> Chinese [#chinese]
  • <h1> Support [#support]
197/v1.3/docs/concepts/models/marengo
  • <h1> Pegasus
  • <h1> Key features [#key-features]
  • <h1> Use cases [#use-cases]
  • <h1> Input requirements [#input-requirements]
    • <h2> Video file requirements [#video-file-requirements]
  • <h1> Supported languages [#supported-languages]
  • <h1> Examples [#examples]
    • <h2> Summarizing educational videos [#summarizing-educational-videos]
    • <h2> Generating captions for social media [#generating-captions-for-social-media]
    • <h2> Table of contents [#table-of-contents]
    • <h2> Company-wide memo [#company-wide-memo]
    • <h2> Video annotations [#video-annotations]
    • <h2> Video question answering [#video-question-answering]
    • <h2> Timestamp breakdown [#timestamp-breakdown]
    • <h2> Police report [#police-report]
    • <h2> Using different languages [#using-different-languages]
      • <h3> Spanish [#spanish]
      • <h3> French [#french]
  • <h1> Support [#support]
197/v1.3/docs/concepts/models/pegasus
  • <h1> Structured responses
  • <h1> Control responses [#control-responses]
    • <h2> Choose your schema [#choose-your-schema]
  • <h1> Prerequisites [#prerequisites]
  • <h1> Examples [#examples]
    • <h2> Stream structured responses [#stream-structured-responses]
  • <h1> Best practices [#best-practices]
  • <h1> Troubleshooting [#troubleshooting]
    • <h2> Prompt and response mismatch [#prompt-and-response-mismatch]
    • <h2> Incomplete or invalid JSON [#incomplete-or-invalid-json]
    • <h2> Invalid schema error [#invalid-schema-error]
  • <h1> JSON schema requirements [#json-schema-requirements]
127/v1.3/docs/guides/analyze-videos/structured-responses
  • <h1> Structured responses
  • <h1> Control responses [#control-responses]
    • <h2> Choose your schema [#choose-your-schema]
  • <h1> Prerequisites [#prerequisites]
  • <h1> Examples [#examples]
    • <h2> Stream structured responses [#stream-structured-responses]
  • <h1> Best practices [#best-practices]
  • <h1> Troubleshooting [#troubleshooting]
    • <h2> Prompt and response mismatch [#prompt-and-response-mismatch]
    • <h2> Incomplete or invalid JSON [#incomplete-or-invalid-json]
    • <h2> Invalid schema error [#invalid-schema-error]
  • <h1> JSON schema requirements [#json-schema-requirements]
127/docs/guides/analyze-videos/structured-responses
  • <h1> Model context protocol
  • <h1> Prerequisites [#prerequisites]
  • <h1> Set up the TwelveLabs MCP server [#set-up-the-twelvelabs-mcp-server]
  • <h1> Verify the installation [#verify-the-installation]
  • <h1> Use the MCP server [#use-the-mcp-server]
  • <h1> Tools [#tools]
  • <h1> Next steps [#next-steps]
77/v1.3/docs/advanced/model-context-protocol
  • <h1> Marengo
  • <h1> Available versions [#available-versions]
  • <h1> Key features [#key-features]
    • <h2> New in Marengo 3.0 [#new-in-marengo-30]
    • <h2> Standard features [#standard-features]
  • <h1> Use cases [#use-cases]
  • <h1> Input requirements [#input-requirements]
    • <h2> Video file requirements [#video-file-requirements]
    • <h2> Image file requirements [#image-file-requirements]
    • <h2> Audio file requirements [#audio-file-requirements]
    • <h2> Text input requirements [#text-input-requirements]
    • <h2> Supported languages [#supported-languages]
  • <h1> Examples [#examples]
    • <h2> Steve Jobs introducing the iPhone [#steve-jobs-introducing-the-iphone]
    • <h2> Polar bear holding a Coca-Cola bottle [#polar-bear-holding-a-coca-cola-bottle]
    • <h2> Using different languages [#using-different-languages]
      • <h3> Spanish [#spanish]
      • <h3> Chinese [#chinese]
  • <h1> Support [#support]
197/docs/concepts/models/marengo
  • <h1> Pegasus
  • <h1> Key features [#key-features]
  • <h1> Use cases [#use-cases]
  • <h1> Input requirements [#input-requirements]
    • <h2> Video file requirements [#video-file-requirements]
  • <h1> Supported languages [#supported-languages]
  • <h1> Examples [#examples]
    • <h2> Summarizing educational videos [#summarizing-educational-videos]
    • <h2> Generating captions for social media [#generating-captions-for-social-media]
    • <h2> Table of contents [#table-of-contents]
    • <h2> Company-wide memo [#company-wide-memo]
    • <h2> Video annotations [#video-annotations]
    • <h2> Video question answering [#video-question-answering]
    • <h2> Timestamp breakdown [#timestamp-breakdown]
    • <h2> Police report [#police-report]
    • <h2> Using different languages [#using-different-languages]
      • <h3> Spanish [#spanish]
      • <h3> French [#french]
  • <h1> Support [#support]
197/docs/concepts/models/pegasus
  • <h1> Release notes
  • <h1> Version 1.3 [#version-13]
    • <h2> March 11, 2026 [#march-11-2026]
      • <h3> Multiple-image search [#multiple-image-search]
      • <h3> Multiple-image embeddings [#multiple-image-embeddings]
      • <h3> Fused embeddings [#fused-embeddings]
    • <h2> January 7, 2026 [#january-7-2026]
      • <h3> Predefined formats for video analysis will be sunset and removed [#predefined-formats-for-video-analysis-will-be-sunset-and-removed]
    • <h2> December 12, 2025 [#december-12-2025]
      • <h3> Enhanced rate limits (Effective January 12, 2026) [#enhanced-rate-limits-effective-january-12-2026]
    • <h2> December 5, 2025 [#december-5-2025]
      • <h3> Pegasus 1.2 is now available in 23 new AWS regions via global cross-region inference [#pegasus-12-is-now-available-in-23-new-aws-regions-via-global-cross-region-inference]
    • <h2> November 17, 2025 [#november-17-2025]
      • <h3> Marengo 3.0 is now generally available [#marengo-30-is-now-generally-available]
    • <h2> October 30, 2025 [#october-30-2025]
      • <h3> Pegasus 1.2 expands to three additional AWS regions [#pegasus-12-expands-to-three-additional-aws-regions]
    • <h2> October 29, 2025 [#october-29-2025]
      • <h3> Marengo 3.0 is now available in Amazon Bedrock [#marengo-30-is-now-available-in-amazon-bedrock]
    • <h2> October 14, 2025 [#october-14-2025]
      • <h3> Composed text and image search [#composed-text-and-image-search]
      • <h3> Improved cinematography understanding [#improved-cinematography-understanding]
      • <h3> Enhanced control over spoken word searches [#enhanced-control-over-spoken-word-searches]
      • <h3> Expanded language support for video search [#expanded-language-support-for-video-search]
      • <h3> Enhanced sports intelligence [#enhanced-sports-intelligence]
      • <h3> Extended audio processing [#extended-audio-processing]
    • <h2> September 17, 2025 [#september-17-2025]
      • <h3> The cloud-to-cloud integrations feature will be deprecated [#the-cloud-to-cloud-integrations-feature-will-be-deprecated]
    • <h2> September 16, 2025 [#september-16-2025]
      • <h3> Introducing structured JSON responses for video analysis [#introducing-structured-json-responses-for-video-analysis]
    • <h2> September 12, 2025 [#september-12-2025]
      • <h3> Marengo 3 video understanding model [#marengo-3-video-understanding-model]
      • <h3> Entity Search API [#entity-search-api]
    • <h2> September 9, 2025 [#september-9-2025]
      • <h3> Amazon Bedrock adds synchronous inference for Marengo 2.7 [#amazon-bedrock-adds-synchronous-inference-for-marengo-27]
    • <h2> August 28, 2025 [#august-28-2025]
      • <h3> The PUT method of the /indexes/:index-id/videos/:video-id endpoint has been deprecated [#the-put-method-of-the-indexesindex-idvideosvideo-id-endpoint-has-been-deprecated]
    • <h2> August 5, 2025 [#august-5-2025]
      • <h3> Version 1.0.0 of the Python and Node.js SDKs is now the stable version [#version-100-of-the-python-and-nodejs-sdks-is-now-the-stable-version]
    • <h2> July 18, 2025 [#july-18-2025]
      • <h3> The pre-release version 1.0.0 of the Python and Node.js SDKs is now available [#the-pre-release-version-100-of-the-python-and-nodejs-sdks-is-now-available]
    • <h2> July 16, 2025 [#july-16-2025]
      • <h3> Marengo 2.7 and Pegasus 1.2 are now available in Amazon Bedrock [#marengo-27-and-pegasus-12-are-now-available-in-amazon-bedrock]
    • <h2> July 11, 2025 [#july-11-2025]
      • <h3> Enhanced user metadata capabilities [#enhanced-user-metadata-capabilities]
    • <h2> June 24, 2025 [#june-24-2025]
      • <h3> Organizations now support self-service creation and are available to all users [#organizations-now-support-self-service-creation-and-are-available-to-all-users]
    • <h2> June 13, 2025 [#june-13-2025]
      • <h3> Marengo 2.6 and API v1.2 have been deprecated [#marengo-26-and-api-v12-have-been-deprecated]
    • <h2> June 4, 2025 [#june-4-2025]
      • <h3> The Generate API has been renamed to the Analyze API [#the-generate-api-has-been-renamed-to-the-analyze-api]
    • <h2> May 16, 2025 [#may-16-2025]
      • <h3> Increased prompt length [#increased-prompt-length]
    • <h2> May 9, 2025 [#may-9-2025]
      • <h3> Support for retrieving transcriptions [#support-for-retrieving-transcriptions]
    • <h2> April 15, 2025 [#april-15-2025]
      • <h3> New embedding retrieval options [#new-embedding-retrieval-options]
    • <h2> March 18, 2025 [#march-18-2025]
      • <h3> User-provided transcriptions have been deprecated [#user-provided-transcriptions-have-been-deprecated]
    • <h2> March 3, 2025 [#march-3-2025]
      • <h3> Introducing the Organizations feature [#introducing-the-organizations-feature]
    • <h2> February 11, 2025 [#february-11-2025]
      • <h3> Pegasus 1.2 has been released [#pegasus-12-has-been-released]
    • <h2> January 13, 2025 [#january-13-2025]
      • <h3> Pegasus 1.2 public preview [#pegasus-12-public-preview]
    • <h2> December 2, 2024 [#december-2-2024]
  • <h1> Version 1.2 [#version-12]
    • <h2> November 12, 2024 [#november-12-2024]
      • <h3> Improvements [#improvements]
    • <h2> November 5, 2024 [#november-5-2024]
      • <h3> Improvements [#improvements-1]
    • <h2> October 24, 2024 [#october-24-2024]
      • <h3> New features [#new-features]
    • <h2> July 7, 2024 [#july-7-2024]
      • <h3> New features [#new-features-1]
    • <h2> June 18, 2024 [#june-18-2024]
      • <h3> New features [#new-features-2]
    • <h2> May 15, 2024 [#may-15-2024]
      • <h3> New features [#new-features-3]
    • <h2> March 12, 2024 [#march-12-2024]
      • <h3> New features [#new-features-4]
      • <h3> Updates [#updates]
    • <h2> February 15, 2024 [#february-15-2024]
      • <h3> New features [#new-features-5]
    • <h2> October 30, 2023 [#october-30-2023]
      • <h3> New features [#new-features-6]
      • <h3> Updates [#updates-1]
  • <h1> Version 1.1.2 [#version-112]
    • <h2> Improvements [#improvements-2]
  • <h1> Version 1.1.1 [#version-111]
    • <h2> New features [#new-features-7]
    • <h2> Improvements [#improvements-3]
  • <h1> Version 1.1 [#version-11]
    • <h2> New features [#new-features-8]
    • <h2> Updates [#updates-2]
946/docs/get-started/release-notes
  • <h1> Claude Code Plugin
  • <h1> Prerequisites [#prerequisites]
  • <h1> Set up the plugin [#set-up-the-plugin]
  • <h1> Use the plugin [#use-the-plugin]
  • <h1> Troubleshooting [#troubleshooting]
  • <h1> Next steps [#next-steps]
66/docs/advanced/claude-code-plugin
  • <h1> Claude Code Plugin
  • <h1> Prerequisites [#prerequisites]
  • <h1> Set up the plugin [#set-up-the-plugin]
  • <h1> Use the plugin [#use-the-plugin]
  • <h1> Troubleshooting [#troubleshooting]
  • <h1> Next steps [#next-steps]
66/v1.3/docs/advanced/claude-code-plugin
  • <h1> Release notes
  • <h1> Version 1.3 [#version-13]
    • <h2> March 11, 2026 [#march-11-2026]
      • <h3> Multiple-image search [#multiple-image-search]
      • <h3> Multiple-image embeddings [#multiple-image-embeddings]
      • <h3> Fused embeddings [#fused-embeddings]
    • <h2> January 7, 2026 [#january-7-2026]
      • <h3> Predefined formats for video analysis will be sunset and removed [#predefined-formats-for-video-analysis-will-be-sunset-and-removed]
    • <h2> December 12, 2025 [#december-12-2025]
      • <h3> Enhanced rate limits (Effective January 12, 2026) [#enhanced-rate-limits-effective-january-12-2026]
    • <h2> December 5, 2025 [#december-5-2025]
      • <h3> Pegasus 1.2 is now available in 23 new AWS regions via global cross-region inference [#pegasus-12-is-now-available-in-23-new-aws-regions-via-global-cross-region-inference]
    • <h2> November 17, 2025 [#november-17-2025]
      • <h3> Marengo 3.0 is now generally available [#marengo-30-is-now-generally-available]
    • <h2> October 30, 2025 [#october-30-2025]
      • <h3> Pegasus 1.2 expands to three additional AWS regions [#pegasus-12-expands-to-three-additional-aws-regions]
    • <h2> October 29, 2025 [#october-29-2025]
      • <h3> Marengo 3.0 is now available in Amazon Bedrock [#marengo-30-is-now-available-in-amazon-bedrock]
    • <h2> October 14, 2025 [#october-14-2025]
      • <h3> Composed text and image search [#composed-text-and-image-search]
      • <h3> Improved cinematography understanding [#improved-cinematography-understanding]
      • <h3> Enhanced control over spoken word searches [#enhanced-control-over-spoken-word-searches]
      • <h3> Expanded language support for video search [#expanded-language-support-for-video-search]
      • <h3> Enhanced sports intelligence [#enhanced-sports-intelligence]
      • <h3> Extended audio processing [#extended-audio-processing]
    • <h2> September 17, 2025 [#september-17-2025]
      • <h3> The cloud-to-cloud integrations feature will be deprecated [#the-cloud-to-cloud-integrations-feature-will-be-deprecated]
    • <h2> September 16, 2025 [#september-16-2025]
      • <h3> Introducing structured JSON responses for video analysis [#introducing-structured-json-responses-for-video-analysis]
    • <h2> September 12, 2025 [#september-12-2025]
      • <h3> Marengo 3 video understanding model [#marengo-3-video-understanding-model]
      • <h3> Entity Search API [#entity-search-api]
    • <h2> September 9, 2025 [#september-9-2025]
      • <h3> Amazon Bedrock adds synchronous inference for Marengo 2.7 [#amazon-bedrock-adds-synchronous-inference-for-marengo-27]
    • <h2> August 28, 2025 [#august-28-2025]
      • <h3> The PUT method of the /indexes/:index-id/videos/:video-id endpoint has been deprecated [#the-put-method-of-the-indexesindex-idvideosvideo-id-endpoint-has-been-deprecated]
    • <h2> August 5, 2025 [#august-5-2025]
      • <h3> Version 1.0.0 of the Python and Node.js SDKs is now the stable version [#version-100-of-the-python-and-nodejs-sdks-is-now-the-stable-version]
    • <h2> July 18, 2025 [#july-18-2025]
      • <h3> The pre-release version 1.0.0 of the Python and Node.js SDKs is now available [#the-pre-release-version-100-of-the-python-and-nodejs-sdks-is-now-available]
    • <h2> July 16, 2025 [#july-16-2025]
      • <h3> Marengo 2.7 and Pegasus 1.2 are now available in Amazon Bedrock [#marengo-27-and-pegasus-12-are-now-available-in-amazon-bedrock]
    • <h2> July 11, 2025 [#july-11-2025]
      • <h3> Enhanced user metadata capabilities [#enhanced-user-metadata-capabilities]
    • <h2> June 24, 2025 [#june-24-2025]
      • <h3> Organizations now support self-service creation and are available to all users [#organizations-now-support-self-service-creation-and-are-available-to-all-users]
    • <h2> June 13, 2025 [#june-13-2025]
      • <h3> Marengo 2.6 and API v1.2 have been deprecated [#marengo-26-and-api-v12-have-been-deprecated]
    • <h2> June 4, 2025 [#june-4-2025]
      • <h3> The Generate API has been renamed to the Analyze API [#the-generate-api-has-been-renamed-to-the-analyze-api]
    • <h2> May 16, 2025 [#may-16-2025]
      • <h3> Increased prompt length [#increased-prompt-length]
    • <h2> May 9, 2025 [#may-9-2025]
      • <h3> Support for retrieving transcriptions [#support-for-retrieving-transcriptions]
    • <h2> April 15, 2025 [#april-15-2025]
      • <h3> New embedding retrieval options [#new-embedding-retrieval-options]
    • <h2> March 18, 2025 [#march-18-2025]
      • <h3> User-provided transcriptions have been deprecated [#user-provided-transcriptions-have-been-deprecated]
    • <h2> March 3, 2025 [#march-3-2025]
      • <h3> Introducing the Organizations feature [#introducing-the-organizations-feature]
    • <h2> February 11, 2025 [#february-11-2025]
      • <h3> Pegasus 1.2 has been released [#pegasus-12-has-been-released]
    • <h2> January 13, 2025 [#january-13-2025]
      • <h3> Pegasus 1.2 public preview [#pegasus-12-public-preview]
    • <h2> December 2, 2024 [#december-2-2024]
  • <h1> Version 1.2 [#version-12]
    • <h2> November 12, 2024 [#november-12-2024]
      • <h3> Improvements [#improvements]
    • <h2> November 5, 2024 [#november-5-2024]
      • <h3> Improvements [#improvements-1]
    • <h2> October 24, 2024 [#october-24-2024]
      • <h3> New features [#new-features]
    • <h2> July 7, 2024 [#july-7-2024]
      • <h3> New features [#new-features-1]
    • <h2> June 18, 2024 [#june-18-2024]
      • <h3> New features [#new-features-2]
    • <h2> May 15, 2024 [#may-15-2024]
      • <h3> New features [#new-features-3]
    • <h2> March 12, 2024 [#march-12-2024]
      • <h3> New features [#new-features-4]
      • <h3> Updates [#updates]
    • <h2> February 15, 2024 [#february-15-2024]
      • <h3> New features [#new-features-5]
    • <h2> October 30, 2023 [#october-30-2023]
      • <h3> New features [#new-features-6]
      • <h3> Updates [#updates-1]
  • <h1> Version 1.1.2 [#version-112]
    • <h2> Improvements [#improvements-2]
  • <h1> Version 1.1.1 [#version-111]
    • <h2> New features [#new-features-7]
    • <h2> Improvements [#improvements-3]
  • <h1> Version 1.1 [#version-11]
    • <h2> New features [#new-features-8]
    • <h2> Updates [#updates-2]
946/v1.3/docs/get-started/release-notes
  • <h1> Upload and processing methods
  • <h1> Upload methods [#upload-methods]
    • <h2> Assets [#assets]
    • <h2> Inline [#inline]
  • <h1> Processing modes [#processing-modes]
  • <h1> Search or analyze content [#search-or-analyze-content]
  • <h1> Create embeddings [#create-embeddings]
75/docs/concepts/upload-methods
  • <h1> Upload and processing methods
  • <h1> Upload methods [#upload-methods]
    • <h2> Assets [#assets]
    • <h2> Inline [#inline]
  • <h1> Processing modes [#processing-modes]
  • <h1> Search or analyze content [#search-or-analyze-content]
  • <h1> Create embeddings [#create-embeddings]
75/v1.3/docs/concepts/upload-methods
  • <h1> List videos
    • <h3> Authentication
    • <h3> Path parameters
    • <h3> Query parameters
    • <h3> Response
    • <h3> Errors
65/v1.3/api-reference/videos/list
  • <h1> Retrieve video embeddings
    • <h3> Authentication
    • <h3> Path parameters
    • <h3> Query parameters
    • <h3> Response
    • <h3> Errors
65/v1.3/api-reference/create-embeddings-v1/video-embeddings/retrieve-video-embeddings
  • <h1> Retrieve video information
    • <h3> Authentication
    • <h3> Path parameters
    • <h3> Query parameters
    • <h3> Response
    • <h3> Errors
65/v1.3/api-reference/videos/retrieve
  • <h1> Indexes
  • <h1> Model configuration [#model-configuration]
    • <h2> Choose the models [#choose-the-models]
    • <h2> Choose the modalities [#choose-the-modalities]
  • <h1> Create an index [#create-an-index]
  • <h1> Related topics [#related-topics]
64/docs/concepts/indexes
  • <h1> Modalities
  • <h1> Model options [#model-options]
    • <h2> Related topics [#related-topics]
  • <h1> Search options [#search-options]
    • <h2> Marengo 3.0 [#marengo-30]
      • <h3> Transcription options [#transcription-options]
    • <h2> Marengo 2.7 [#marengo-27]
    • <h2> Combine multiple modalities [#combine-multiple-modalities]
    • <h2> Related topics [#related-topics-1]
  • <h1> Embedding options [#embedding-options]
    • <h2> Related topics [#related-topics-2]
114/docs/concepts/modalities
  • <h1> Rate limits
  • <h1> Understand rate limits [#understand-rate-limits]
    • <h2> Rate limit dimensions [#rate-limit-dimensions]
    • <h2> How the platform measures limits [#how-the-platform-measures-limits]
  • <h1> Your rate limits [#your-rate-limits]
    • <h2> Plans overview [#plans-overview]
    • <h2> Rate limit categories [#rate-limit-categories]
      • <h3> Free plan [#free-plan]
      • <h3> Developer plan [#developer-plan]
      • <h3> Enterprise plan [#enterprise-plan]
      • <h3> How tier changes work [#how-tier-changes-work]
  • <h1> Work with rate limits [#work-with-rate-limits]
    • <h2> Monitor your usage [#monitor-your-usage]
      • <h3> Response headers [#response-headers]
      • <h3> Example response headers [#example-response-headers]
    • <h2> Handle rate limit errors [#handle-rate-limit-errors]
      • <h3> Error response format [#error-response-format]
      • <h3> Best practices [#best-practices]
    • <h2> Increase your limits [#increase-your-limits]
194/docs/get-started/rate-limits
  • <h1> Manage your plan
  • <h1> Upgrade to the Developer plan [#upgrade-to-the-developer-plan]
  • <h1> Upgrade to the Enterprise plan [#upgrade-to-the-enterprise-plan]
  • <h1> Downgrade your plan [#downgrade-your-plan]
44/docs/get-started/manage-your-plan
  • <h1> Frequently asked questions
  • <h1> General questions [#general-questions]
    • <h2> How does your model handle temporal dimension within videos? [#how-does-your-model-handle-temporal-dimension-within-videos]
    • <h2> What are the video duration and count limits per index? [#what-are-the-video-duration-and-count-limits-per-index]
    • <h2> How long does it take to index a video? [#how-long-does-it-take-to-index-a-video]
    • <h2> Can your model recognize natural sounds in videos? [#can-your-model-recognize-natural-sounds-in-videos]
    • <h2> Can your models recognize text from other languages? [#can-your-models-recognize-text-from-other-languages]
    • <h2> How does your visual language model compare to other LLMs? [#how-does-your-visual-language-model-compare-to-other-llms]
    • <h2> Can I use TwelveLabs with my own LLM or with LangChain? [#can-i-use-twelvelabs-with-my-own-llm-or-with-langchain]
    • <h2> How can I change my login method? [#how-can-i-change-my-login-method]
    • <h2> Does my invoice include a detailed cost breakdown? [#does-my-invoice-include-a-detailed-cost-breakdown]
  • <h1> Embed API [#embed-api]
    • <h2> When should I use the Embed API versus the built-in search? [#when-should-i-use-the-embed-api-versus-the-built-in-search]
  • <h1> Analyze API [#analyze-api]
    • <h2> What LLM does the Analyze API use? [#what-llm-does-the-analyze-api-use]
    • <h2> To use the Analyze API, do I need to reindex my videos if I already indexed them with Marengo? [#to-use-the-analyze-api-do-i-need-to-reindex-my-videos-if-i-already-indexed-them-with-marengo]
164/docs/resources/frequently-asked-questions
  • <h1> Manage indexes
  • <h1> Properties [#properties]
  • <h1> Methods [#methods]
    • <h2> Create an index [#create-an-index]
      • <h3> Parameters [#parameters]
      • <h3> Return value [#return-value]
      • <h3> API Reference [#api-reference]
      • <h3> Related guide [#related-guide]
    • <h2> Retrieve an index [#retrieve-an-index]
      • <h3> Parameters [#parameters-1]
      • <h3> Return value [#return-value-1]
      • <h3> API Reference [#api-reference-1]
    • <h2> List indexes [#list-indexes]
      • <h3> Parameters [#parameters-2]
      • <h3> Return value [#return-value-2]
      • <h3> API Reference [#api-reference-2]
    • <h2> Update an index [#update-an-index]
      • <h3> Parameters [#parameters-3]
      • <h3> Return Value [#return-value-3]
      • <h3> API Reference [#api-reference-3]
    • <h2> Delete an index [#delete-an-index]
      • <h3> Parameters [#parameters-4]
      • <h3> Return value [#return-value-4]
      • <h3> API Reference [#api-reference-4]
  • <h1> Error codes [#error-codes]
254/v1.3/sdk-reference/python/manage-indexes
  • <h1> Indexes
  • <h1> Model configuration [#model-configuration]
    • <h2> Choose the models [#choose-the-models]
    • <h2> Choose the modalities [#choose-the-modalities]
  • <h1> Create an index [#create-an-index]
  • <h1> Related topics [#related-topics]
64/v1.3/docs/concepts/indexes
  • <h1> Modalities
  • <h1> Model options [#model-options]
    • <h2> Related topics [#related-topics]
  • <h1> Search options [#search-options]
    • <h2> Marengo 3.0 [#marengo-30]
      • <h3> Transcription options [#transcription-options]
    • <h2> Marengo 2.7 [#marengo-27]
    • <h2> Combine multiple modalities [#combine-multiple-modalities]
    • <h2> Related topics [#related-topics-1]
  • <h1> Embedding options [#embedding-options]
    • <h2> Related topics [#related-topics-2]
114/v1.3/docs/concepts/modalities
  • <h1> Create a video indexing task
    • <h3> Authentication
    • <h3> Request
    • <h3> Response
    • <h3> Errors
54/v1.3/api-reference/upload-content/tasks/create
  • <h1> Create an index
    • <h3> Authentication
    • <h3> Request
    • <h3> Response
    • <h3> Errors
54/v1.3/api-reference/indexes/create
  • <h1> Make any-to-video search requests
    • <h3> Authentication
    • <h3> Request
    • <h3> Response
    • <h3> Errors
54/v1.3/api-reference/any-to-video-search/make-search-request
  • <h1> Retrieve a video indexing task
    • <h3> Authentication
    • <h3> Path parameters
    • <h3> Response
    • <h3> Errors
54/v1.3/api-reference/upload-content/tasks/retrieve
  • <h1> Delete an index
    • <h3> Authentication
    • <h3> Path parameters
    • <h3> Response
    • <h3> Errors
54/v1.3/api-reference/indexes/delete
  • <h1> Open-ended analysis
    • <h3> Authentication
    • <h3> Request
    • <h3> Response
    • <h3> Errors
54/v1.3/api-reference/analyze-videos/analyze
  • <h1> Create a video embedding task
    • <h3> Authentication
    • <h3> Request
    • <h3> Response
    • <h3> Errors
54/v1.3/api-reference/create-embeddings-v1/video-embeddings/create-video-embedding-task
  • <h1> List indexes
    • <h3> Authentication
    • <h3> Query parameters
    • <h3> Response
    • <h3> Errors
54/v1.3/api-reference/indexes/list
  • <h1> Retrieve the status of a video embedding task
    • <h3> Authentication
    • <h3> Path parameters
    • <h3> Response
    • <h3> Errors
54/v1.3/api-reference/create-embeddings-v1/video-embeddings/retrieve-video-embedding-task-status
  • <h1> Frequently asked questions
  • <h1> General questions [#general-questions]
    • <h2> How does your model handle temporal dimension within videos? [#how-does-your-model-handle-temporal-dimension-within-videos]
    • <h2> What are the video duration and count limits per index? [#what-are-the-video-duration-and-count-limits-per-index]
    • <h2> How long does it take to index a video? [#how-long-does-it-take-to-index-a-video]
    • <h2> Can your model recognize natural sounds in videos? [#can-your-model-recognize-natural-sounds-in-videos]
    • <h2> Can your models recognize text from other languages? [#can-your-models-recognize-text-from-other-languages]
    • <h2> How does your visual language model compare to other LLMs? [#how-does-your-visual-language-model-compare-to-other-llms]
    • <h2> Can I use TwelveLabs with my own LLM or with LangChain? [#can-i-use-twelvelabs-with-my-own-llm-or-with-langchain]
    • <h2> How can I change my login method? [#how-can-i-change-my-login-method]
    • <h2> Does my invoice include a detailed cost breakdown? [#does-my-invoice-include-a-detailed-cost-breakdown]
  • <h1> Embed API [#embed-api]
    • <h2> When should I use the Embed API versus the built-in search? [#when-should-i-use-the-embed-api-versus-the-built-in-search]
  • <h1> Analyze API [#analyze-api]
    • <h2> What LLM does the Analyze API use? [#what-llm-does-the-analyze-api-use]
    • <h2> To use the Analyze API, do I need to reindex my videos if I already indexed them with Marengo? [#to-use-the-analyze-api-do-i-need-to-reindex-my-videos-if-i-already-indexed-them-with-marengo]
164/v1.3/docs/resources/frequently-asked-questions
  • <h1> Rate limits
  • <h1> Understand rate limits [#understand-rate-limits]
    • <h2> Rate limit dimensions [#rate-limit-dimensions]
    • <h2> How the platform measures limits [#how-the-platform-measures-limits]
  • <h1> Your rate limits [#your-rate-limits]
    • <h2> Plans overview [#plans-overview]
    • <h2> Rate limit categories [#rate-limit-categories]
      • <h3> Free plan [#free-plan]
      • <h3> Developer plan [#developer-plan]
      • <h3> Enterprise plan [#enterprise-plan]
      • <h3> How tier changes work [#how-tier-changes-work]
  • <h1> Work with rate limits [#work-with-rate-limits]
    • <h2> Monitor your usage [#monitor-your-usage]
      • <h3> Response headers [#response-headers]
      • <h3> Example response headers [#example-response-headers]
    • <h2> Handle rate limit errors [#handle-rate-limit-errors]
      • <h3> Error response format [#error-response-format]
      • <h3> Best practices [#best-practices]
    • <h2> Increase your limits [#increase-your-limits]
194/v1.3/docs/get-started/rate-limits
  • <h1> Manage your plan
  • <h1> Upgrade to the Developer plan [#upgrade-to-the-developer-plan]
  • <h1> Upgrade to the Enterprise plan [#upgrade-to-the-enterprise-plan]
  • <h1> Downgrade your plan [#downgrade-your-plan]
44/v1.3/docs/get-started/manage-your-plan
  • <h1> Prompt engineering
  • <h1> Steps in prompt engineering [#steps-in-prompt-engineering]
  • <h1> Tips for writing better prompts [#tips-for-writing-better-prompts]
    • <h2> Provide examples [#provide-examples]
    • <h2> Provide context [#provide-context]
    • <h2> Be specific [#be-specific]
    • <h2> Choose the type of prompt [#choose-the-type-of-prompt]
    • <h2> Specify the desired style and format for the output [#specify-the-desired-style-and-format-for-the-output]
    • <h2> Choose the language for the output [#choose-the-language-for-the-output]
    • <h2> Be concise [#be-concise]
    • <h2> Tune the temperature [#tune-the-temperature]
  • <h1> Practical examples of prompt engineering [#practical-examples-of-prompt-engineering]
    • <h2> From overview to detailed scene-by-scene descriptions [#from-overview-to-detailed-scene-by-scene-descriptions]
      • <h3> Start with a general summary
      • <h3> Request a structured breakdown with time ranges
      • <h3> Specify the exact format with precise timestamps
    • <h2> Find segments with precise timestamps [#find-segments-with-precise-timestamps]
      • <h3> Search for relevant segments
      • <h3> Narrow down by adding specific criteria
      • <h3> Pinpoint the exact moment within a segment
    • <h2> Write recipes from videos [#write-recipes-from-videos]
      • <h3> Extract the structure of the recipe
      • <h3> Add specificity
      • <h3> Format as a complete recipe
    • <h2> Write a workout plan [#write-a-workout-plan]
      • <h3> Extract workout information
      • <h3> Add structure and detail
      • <h3> Format the output as an email
284/docs/guides/analyze-videos/prompt-engineering
  • <h1> Migration guide
  • <h1> Migration steps [#migration-steps]
  • <h1> Structural changes [#structural-changes]
    • <h2> Synchronous processing changes [#synchronous-processing-changes]
      • <h3> Text inputs [#text-inputs]
      • <h3> Image inputs [#image-inputs]
      • <h3> Combined text and image inputs [#combined-text-and-image-inputs]
    • <h2> Asynchronous processing changes [#asynchronous-processing-changes]
      • <h3> Video inputs [#video-inputs]
      • <h3> Audio inputs [#audio-inputs]
      • <h3> Image inputs [#image-inputs-1]
      • <h3> Text inputs [#text-inputs-1]
      • <h3> Combined text and image inputs [#combined-text-and-image-inputs-1]
  • <h1> Parameter changes [#parameter-changes]
144/v1.3/docs/cloud-partner-integrations/amazon-bedrock/migration-guide
  • <h1> Upload content
  • <h1> Direct uploads [#direct-uploads]
  • <h1> Multipart uploads [#multipart-uploads]
  • <h1> Video indexing tasks [#video-indexing-tasks]
44/api-reference/upload-content
  • <h1> Create sync embeddings
    • <h3> Authentication
    • <h3> Request
    • <h3> Response
    • <h3> Errors
54/v1.3/api-reference/create-embeddings-v2/create-embeddings
  • <h1> Create embeddings for text, image, and audio
    • <h3> Authentication
    • <h3> Request
    • <h3> Response
    • <h3> Errors
54/v1.3/api-reference/create-embeddings-v1/text-image-audio-embedding…eate-text-image-audio-embeddings
  • <h1> Create an async embedding task
    • <h3> Authentication
    • <h3> Request
    • <h3> Response
    • <h3> Errors
54/v1.3/api-reference/create-embeddings-v2/create-async-embedding-task
  • <h1> Introduction
  • <h1> Most popular [#most-popular]
  • <h1> TwelveLabs models [#twelvelabs-models]
33/docs/get-started/introduction
  • <h1> Metadata
  • <h1> Provide custom metadata [#provide-custom-metadata]
  • <h1> Filter on custom metadata [#filter-on-custom-metadata]
33/docs/advanced/metadata
  • <h1> Introduction
  • <h1> Call an endpoint [#call-an-endpoint]
  • <h1> Responses [#responses]
    • <h2> HTTP status codes [#http-status-codes]
    • <h2> Errors [#errors]
53/api-reference/introduction
  • <h1> Playground
  • <h1> The Overview page [#the-overview-page]
  • <h1> Get started with the Playground [#get-started-with-the-playground]
33/docs/resources/playground
  • <h1> Platform overview
  • <h1> TwelveLabs’ Advantages [#twelvelabs-advantages]
  • <h1> Architecture [#architecture]
    • <h2> Indexes [#indexes]
    • <h2> Video understanding models [#video-understanding-models]
    • <h2> Model options [#model-options]
    • <h2> Query/Prompt Processing Engine [#queryprompt-processing-engine]
73/docs/resources/platform-overview
  • <h1> Use cases
  • <h1> Media automation and content creation [#media-automation-and-content-creation]
  • <h1> Sports and entertainment [#sports-and-entertainment]
33/docs/resources/use-cases
  • <h1> Introduction
  • <h1> Call an endpoint [#call-an-endpoint]
  • <h1> Responses [#responses]
    • <h2> HTTP status codes [#http-status-codes]
    • <h2> Errors [#errors]
53/v1.3/api-reference/introduction
  • <h1> Index content
  • <h1> Workflow [#workflow]
  • <h1> Methods [#methods]
    • <h2> Index an asset [#index-an-asset]
      • <h3> Parameters [#parameters]
      • <h3> Return value [#return-value]
      • <h3> API Reference [#api-reference]
    • <h2> Retrieve an indexed asset [#retrieve-an-indexed-asset]
      • <h3> Parameters [#parameters-1]
      • <h3> Return value [#return-value-1]
      • <h3> API Reference [#api-reference-1]
    • <h2> Update an indexed asset [#update-an-indexed-asset]
      • <h3> Parameters [#parameters-2]
      • <h3> Return value [#return-value-2]
      • <h3> API Reference [#api-reference-2]
    • <h2> List indexed assets [#list-indexed-assets]
      • <h3> Parameters [#parameters-3]
      • <h3> Return value [#return-value-3]
      • <h3> API Reference [#api-reference-3]
    • <h2> Delete an indexed asset [#delete-an-indexed-asset]
      • <h3> Parameters [#parameters-4]
      • <h3> Return value [#return-value-4]
      • <h3> API Reference [#api-reference-4]
233/v1.3/sdk-reference/python/index-content
  • <h1> Playground
  • <h1> The Overview page [#the-overview-page]
  • <h1> Get started with the Playground [#get-started-with-the-playground]
33/v1.3/docs/resources/playground
  • <h1> Direct uploads
  • <h1> Workflow [#workflow]
  • <h1> Methods [#methods]
    • <h2> Create an asset [#create-an-asset]
      • <h3> Parameters [#parameters]
      • <h3> Return value [#return-value]
      • <h3> API Reference [#api-reference]
    • <h2> List assets [#list-assets]
      • <h3> Parameters [#parameters-1]
      • <h3> Return value [#return-value-1]
      • <h3> API Reference [#api-reference-1]
    • <h2> Retrieve an asset [#retrieve-an-asset]
      • <h3> Parameters [#parameters-2]
      • <h3> Return value [#return-value-2]
      • <h3> API Reference [#api-reference-2]
    • <h2> Delete an asset [#delete-an-asset]
      • <h3> Parameters [#parameters-3]
      • <h3> Return value [#return-value-3]
      • <h3> API Reference [#api-reference-3]
193/v1.3/sdk-reference/python/upload-content/direct-uploads
  • <h1> Analyze videos
  • <h1> Methods [#methods]
    • <h2> Open-ended analysis [#open-ended-analysis]
      • <h3> Parameters [#parameters]
      • <h3> Return value [#return-value]
      • <h3> API Reference [#api-reference]
      • <h3> Related guide [#related-guide]
    • <h2> Open-ended analysis with streaming responses [#open-ended-analysis-with-streaming-responses]
      • <h3> Parameters [#parameters-1]
      • <h3> Return value [#return-value-1]
      • <h3> API Reference [#api-reference-1]
      • <h3> Related guide [#related-guide-1]
  • <h1> Error codes [#error-codes]
133/v1.3/sdk-reference/python/analyze-videos
  • <h1> Filtering
  • <h1> Filtering search results based on metadata [#filtering-search-results-based-on-metadata]
    • <h2> Exact match operator [#exact-match-operator]
    • <h2> Comparison operators [#comparison-operators]
    • <h2> Filter composition [#filter-composition]
  • <h1> Examples [#examples]
    • <h2> Filter on a specific video ID [#filter-on-a-specific-video-id]
    • <h2> Filter on multiple video IDs [#filter-on-multiple-video-ids]
    • <h2> Filter on size, width, and height [#filter-on-size-width-and-height]
    • <h2> Filter on custom metadata [#filter-on-custom-metadata]
103/docs/guides/search/filtering
  • <h1> Metadata
  • <h1> Provide custom metadata [#provide-custom-metadata]
  • <h1> Filter on custom metadata [#filter-on-custom-metadata]
33/v1.3/docs/advanced/metadata
  • <h1> Introduction
  • <h1> Most popular [#most-popular]
  • <h1> TwelveLabs models [#twelvelabs-models]
33/v1.3/docs/get-started/introduction
  • <h1> Platform overview
  • <h1> TwelveLabs’ Advantages [#twelvelabs-advantages]
  • <h1> Architecture [#architecture]
    • <h2> Indexes [#indexes]
    • <h2> Video understanding models [#video-understanding-models]
    • <h2> Model options [#model-options]
    • <h2> Query/Prompt Processing Engine [#queryprompt-processing-engine]
73/v1.3/docs/resources/platform-overview
  • <h1> Use cases
  • <h1> Media automation and content creation [#media-automation-and-content-creation]
  • <h1> Sports and entertainment [#sports-and-entertainment]
33/v1.3/docs/resources/use-cases
  • <h1> Header
  • <h1> Response schema [#response-schema]
  • <h1> Example [#example]
33/docs/advanced/webhooks/response-schema
  • <h1> Filtering
  • <h1> Filtering search results based on metadata [#filtering-search-results-based-on-metadata]
    • <h2> Exact match operator [#exact-match-operator]
    • <h2> Comparison operators [#comparison-operators]
    • <h2> Filter composition [#filter-composition]
  • <h1> Examples [#examples]
    • <h2> Filter on a specific video ID [#filter-on-a-specific-video-id]
    • <h2> Filter on multiple video IDs [#filter-on-multiple-video-ids]
    • <h2> Filter on size, width, and height [#filter-on-size-width-and-height]
    • <h2> Filter on custom metadata [#filter-on-custom-metadata]
103/v1.3/docs/guides/search/filtering
  • <h1> Authentication
  • <h1> Prerequisites [#prerequisites]
  • <h1> Procedure [#procedure]
33/api-reference/authentication
  • <h1> Multipart uploads
  • <h1> Workflow [#workflow]
  • <h1> Sample implementation [#sample-implementation]
33/v1.3/api-reference/upload-content/multipart-uploads
  • <h1> Multipart uploads
  • <h1> High-level upload methods [#high-level-upload-methods]
    • <h2> Upload a file [#upload-a-file]
      • <h3> Parameters [#parameters]
      • <h3> Return value [#return-value]
    • <h2> Monitor upload completion [#monitor-upload-completion]
      • <h3> Parameters [#parameters-1]
      • <h3> Return value [#return-value-1]
  • <h1> Low-level API methods [#low-level-api-methods]
    • <h2> Workflow [#workflow]
    • <h2> List incomplete uploads [#list-incomplete-uploads]
      • <h3> Parameters [#parameters-2]
      • <h3> Return value [#return-value-2]
      • <h3> API Reference [#api-reference]
    • <h2> Create a multipart upload session [#create-a-multipart-upload-session]
      • <h3> Parameters [#parameters-3]
      • <h3> Return value [#return-value-3]
      • <h3> API Reference [#api-reference-1]
    • <h2> Retrieve the status of an upload session [#retrieve-the-status-of-an-upload-session]
      • <h3> Parameters [#parameters-4]
      • <h3> Return value [#return-value-4]
      • <h3> API Reference [#api-reference-2]
    • <h2> Report uploaded chunks [#report-uploaded-chunks]
      • <h3> Parameters [#parameters-5]
      • <h3> Return value [#return-value-5]
      • <h3> API Reference [#api-reference-3]
    • <h2> Request presigned URLs for the remaining chunks [#request-presigned-urls-for-the-remaining-chunks]
      • <h3> Parameters [#parameters-6]
      • <h3> Return value [#return-value-6]
      • <h3> API Reference [#api-reference-4]
303/v1.3/sdk-reference/node-js/upload-content/multipart-uploads
  • <h1> Multipart uploads
  • <h1> High-level upload methods [#high-level-upload-methods]
    • <h2> Upload a file [#upload-a-file]
      • <h3> Parameters [#parameters]
      • <h3> Return value [#return-value]
    • <h2> Monitor upload completion [#monitor-upload-completion]
      • <h3> Parameters [#parameters-1]
      • <h3> Return value [#return-value-1]
  • <h1> Low-level API methods [#low-level-api-methods]
    • <h2> Workflow [#workflow]
    • <h2> List incomplete uploads [#list-incomplete-uploads]
      • <h3> Parameters [#parameters-2]
      • <h3> Return value [#return-value-2]
      • <h3> API Reference [#api-reference]
    • <h2> Create a multipart upload session [#create-a-multipart-upload-session]
      • <h3> Parameters [#parameters-3]
      • <h3> Return value [#return-value-3]
      • <h3> API Reference [#api-reference-1]
    • <h2> Retrieve the status of an upload session [#retrieve-the-status-of-an-upload-session]
      • <h3> Parameters [#parameters-4]
      • <h3> Return value [#return-value-4]
      • <h3> API Reference [#api-reference-2]
    • <h2> Report uploaded chunks [#report-uploaded-chunks]
      • <h3> Parameters [#parameters-5]
      • <h3> Return value [#return-value-5]
      • <h3> API Reference [#api-reference-3]
    • <h2> Request presigned URLs for the remaining chunks [#request-presigned-urls-for-the-remaining-chunks]
      • <h3> Parameters [#parameters-6]
      • <h3> Return value [#return-value-6]
      • <h3> API Reference [#api-reference-4]
303/v1.3/sdk-reference/python/upload-content/multipart-uploads
  • <h1> Direct uploads
  • <h1> Workflow [#workflow]
  • <h1> Methods [#methods]
    • <h2> Create an asset [#create-an-asset]
      • <h3> Parameters [#parameters]
      • <h3> Return value [#return-value]
      • <h3> API Reference [#api-reference]
    • <h2> List assets [#list-assets]
      • <h3> Parameters [#parameters-1]
      • <h3> Return value [#return-value-1]
      • <h3> API Reference [#api-reference-1]
    • <h2> Retrieve an asset [#retrieve-an-asset]
      • <h3> Parameters [#parameters-2]
      • <h3> Return value [#return-value-2]
      • <h3> API Reference [#api-reference-2]
    • <h2> Delete an asset [#delete-an-asset]
      • <h3> Parameters [#parameters-3]
      • <h3> Return value [#return-value-3]
      • <h3> API Reference [#api-reference-3]
193/v1.3/sdk-reference/node-js/upload-content/direct-uploads
  • <h1> Manage indexes
  • <h1> Methods [#methods]
    • <h2> Create an index [#create-an-index]
      • <h3> Parameters [#parameters]
      • <h3> Return value [#return-value]
      • <h3> API Reference [#api-reference]
      • <h3> Related guide [#related-guide]
    • <h2> Retrieve an index [#retrieve-an-index]
      • <h3> Parameters [#parameters-1]
      • <h3> Return value [#return-value-1]
      • <h3> API Reference [#api-reference-1]
    • <h2> List indexes [#list-indexes]
      • <h3> Parameters [#parameters-2]
      • <h3> Return value [#return-value-2]
      • <h3> API Reference [#api-reference-2]
    • <h2> Update an index [#update-an-index]
      • <h3> Parameters [#parameters-3]
      • <h3> Return value [#return-value-3]
      • <h3> API Reference [#api-reference-3]
    • <h2> Delete an index [#delete-an-index]
      • <h3> Parameters [#parameters-4]
      • <h3> Return value [#return-value-4]
      • <h3> API Reference [#api-reference-4]
  • <h1> Error codes [#error-codes]
243/v1.3/sdk-reference/node-js/manage-indexes
  • <h1> Quickstart
  • <h1> Interactive notebooks [#interactive-notebooks]
22/docs/get-started/quickstart
  • <h1> Multimodal large language models
  • <h1> TwelveLabs’ multimodal large language models [#twelvelabs-multimodal-large-language-models]
22/docs/concepts/multimodal-large-language-models
  • <h1> Webhooks
  • <h1> Use Webhooks to receive notifications [#use-webhooks-to-receive-notifications]
22/docs/advanced/webhooks
  • <h1> From the community
  • <h1> Feature your application [#feature-your-application]
22/docs/resources/from-the-community
  • <h1> Models
  • <h1> Available models [#available-models]
    • <h2> Marengo [#marengo]
    • <h2> Pegasus [#pegasus]
42/docs/concepts/models
  • <h1> Quickstart
  • <h1> Interactive notebooks [#interactive-notebooks]
22/v1.3/docs/get-started/quickstart
  • <h1> Partner integrations
  • <h1> Explore integration opportunities with TwelveLabs [#explore-integration-opportunities-with-twelvelabs]
22/docs/resources/partner-integrations
  • <h1> Python SDK
  • <h1> Sample applications [#sample-applications]
22/sdk-reference/python
  • <h1> The TwelveLabs class
  • <h1> Methods [#methods]
    • <h2> The initializer [#the-initializer]
      • <h3> Parameters [#parameters]
      • <h3> Return value [#return-value]
52/v1.3/sdk-reference/python/the-twelve-labs-class
  • <h1> The TwelveLabs class
  • <h1> Methods [#methods]
    • <h2> The initializer [#the-initializer]
      • <h3> Parameters [#parameters]
      • <h3> Return value [#return-value]
52/sdk-reference/python/the-twelve-labs-class
  • <h1> Python SDK
  • <h1> Sample applications [#sample-applications]
22/v1.3/sdk-reference/python
  • <h1> Partner integrations
  • <h1> Explore integration opportunities with TwelveLabs [#explore-integration-opportunities-with-twelvelabs]
22/v1.3/docs/resources/partner-integrations
  • <h1> Multimodal large language models
  • <h1> TwelveLabs’ multimodal large language models [#twelvelabs-multimodal-large-language-models]
22/v1.3/docs/concepts/multimodal-large-language-models
  • <h1> From the community
  • <h1> Feature your application [#feature-your-application]
22/v1.3/docs/resources/from-the-community
  • <h1> Models
  • <h1> Available models [#available-models]
    • <h2> Marengo [#marengo]
    • <h2> Pegasus [#pegasus]
42/v1.3/docs/concepts/models
  • <h1> Webhooks
  • <h1> Use Webhooks to receive notifications [#use-webhooks-to-receive-notifications]
22/v1.3/docs/advanced/webhooks
  • <h1> Node.js SDK
  • <h1> Sample applications [#sample-applications]
22/v1.3/sdk-reference/node-js
  • <h1> Index content
  • <h1> Workflow [#workflow]
22/api-reference/index-content
  • <h1> Create embeddings v2
  • <h1> Choose an endpoint [#choose-an-endpoint]
22/api-reference/create-embeddings-v2
  • <h1> Create sync embeddings
  • <h1> Methods [#methods]
    • <h2> Create sync embeddings [#create-sync-embeddings]
      • <h3> Parameters [#parameters]
      • <h3> Return value [#return-value]
      • <h3> API Reference [#api-reference]
62/v1.3/sdk-reference/python/create-embeddings-v-2/create-sync-embeddings
  • <h1> Create async embeddings
  • <h1> Methods [#methods]
    • <h2> List embedding tasks [#list-embedding-tasks]
      • <h3> Parameters [#parameters]
      • <h3> Return value [#return-value]
      • <h3> API Reference [#api-reference]
    • <h2> Create an async embedding task [#create-an-async-embedding-task]
      • <h3> Parameters [#parameters-1]
      • <h3> Return value [#return-value-1]
      • <h3> API Reference [#api-reference-1]
    • <h2> Retrieve task status and results [#retrieve-task-status-and-results]
      • <h3> Parameters [#parameters-2]
      • <h3> Return value [#return-value-2]
      • <h3> API Reference [#api-reference-2]
142/v1.3/sdk-reference/node-js/create-embeddings-v-2/create-async-embeddings
  • <h1> Direct uploads
  • <h1> Workflow [#workflow]
22/v1.3/api-reference/upload-content/direct-uploads
  • <h1> Create async embeddings
  • <h1> Methods [#methods]
    • <h2> List embedding tasks [#list-embedding-tasks]
      • <h3> Parameters [#parameters]
      • <h3> Return value [#return-value]
      • <h3> API Reference [#api-reference]
    • <h2> Create an async embedding task [#create-an-async-embedding-task]
      • <h3> Parameters [#parameters-1]
      • <h3> Return value [#return-value-1]
      • <h3> API Reference [#api-reference-1]
    • <h2> Retrieve task status and results [#retrieve-task-status-and-results]
      • <h3> Parameters [#parameters-2]
      • <h3> Return value [#return-value-2]
      • <h3> API Reference [#api-reference-2]
142/v1.3/sdk-reference/python/create-embeddings-v-2/create-async-embeddings
  • <h1> Create sync embeddings
  • <h1> Methods [#methods]
    • <h2> Create embeddings [#create-embeddings]
      • <h3> Parameters [#parameters]
      • <h3> Return value [#return-value]
      • <h3> API Reference [#api-reference]
62/v1.3/sdk-reference/node-js/create-embeddings-v-2/create-sync-embeddings
  • <h1> Amazon Bedrock
10/docs/cloud-partner-integrations/amazon-bedrock
  • <h1> Create embeddings
10/docs/guides/create-embeddings
  • <h1> Fine-tuning
10/docs/advanced/fine-tuning
  • <h1> TwelveLabs SDKs
10/v1.3/docs/resources/twelve-labs-sd-ks
  • <h1> Guides
10/docs/guides
  • <h1> TwelveLabs SDKs
10/docs/resources/twelve-labs-sd-ks
  • <h1> Sample applications
10/docs/resources/sample-applications
  • <h1> Guides
10/v1.3/docs/guides
  • <h1> Organizations
10/docs/advanced/organizations
  • <h1> Amazon Bedrock
10/v1.3/docs/cloud-partner-integrations/amazon-bedrock
  • <h1> Create embeddings
10/v1.3/docs/guides/create-embeddings
  • <h1> Sample applications
10/v1.3/docs/resources/sample-applications
  • <h1> Organizations
10/v1.3/docs/advanced/organizations
  • <h1> Fine-tuning
10/v1.3/docs/advanced/fine-tuning
  • <h1> Video embeddings
10/v1.3/docs/guides/create-embeddings/video
  • <h1> Video embeddings
10/docs/guides/create-embeddings/video
  • <h1> Create embeddings v1
10/api-reference/create-embeddings-v1
  • <h1> Manage entities
10/api-reference/entities
  • <h1> Analyze videos
10/api-reference/analyze-videos
  • <h1> Any-to-video search
10/api-reference/any-to-video-search
  • <h1> Manage videos
10/api-reference/videos
  • <h1> Manage indexes
10/api-reference/indexes
  • <h1> Frequently asked questions
    • <h2> How is a personal account different from an organization account? [#how-is-a-personal-account-different-from-an-organization-account]
    • <h2> What happens to my personal account when I create an organization? [#what-happens-to-my-personal-account-when-i-create-an-organization]
    • <h2> Can I create multiple organizations? [#can-i-create-multiple-organizations]
    • <h2> What plan do new organizations start on? [#what-plan-do-new-organizations-start-on]
    • <h2> How do I switch between a personal account and an organization account? [#how-do-i-switch-between-a-personal-account-and-an-organization-account]
    • <h2> Can I view my personal indexes in an organization account? [#can-i-view-my-personal-indexes-in-an-organization-account]
    • <h2> What happens when a user is removed from an organization? [#what-happens-when-a-user-is-removed-from-an-organization]
    • <h2> Will the S3 integrations be shared with other team members? [#will-the-s3-integrations-be-shared-with-other-team-members]
    • <h2> How can I view the billing and usage for my organization? [#how-can-i-view-the-billing-and-usage-for-my-organization]
    • <h2> Is billing consolidated for organization accounts? [#is-billing-consolidated-for-organization-accounts]
    • <h2> Can I create private indexes within an organization account? [#can-i-create-private-indexes-within-an-organization-account]
    • <h2> Which rate limits apply to organization accounts? [#which-rate-limits-apply-to-organization-accounts]
130/docs/advanced/organizations/frequently-asked-questions
  • <h1> Fine-tuning workflow
10/docs/advanced/fine-tuning/workflow
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HTTP Caching by content type (only from crawlable domains)

Content typeCache typeURLs 🔽AVG lifetimeMIN lifetimeMAX lifetime
HTMLCache-Control2070 s 0 s 0 s
HTMLCache-Control + ETag1350 s 0 s 0 s
OtherNo cache headers3---
RedirectCache-Control + ETag10 s 0 s 0 s

HTTP Caching by domain

DomainCache typeURLs 🔽AVG lifetimeMIN lifetimeMAX lifetime
docs.twelvelabs.ioCache-Control2070 s 0 s 0 s
docs.twelvelabs.ioCache-Control + ETag1360 s 0 s 0 s
docs.twelvelabs.ioNo cache headers3---

HTTP Caching by domain and content type

DomainContent typeCache typeURLs 🔽AVG lifetimeMIN lifetimeMAX lifetime
docs.twelvelabs.ioHTMLCache-Control2070 s 0 s 0 s
docs.twelvelabs.ioHTMLCache-Control + ETag1350 s 0 s 0 s
docs.twelvelabs.ioOtherNo cache headers3---
docs.twelvelabs.ioRedirectCache-Control + ETag10 s 0 s 0 s

DNS info

DNS resolving tree
docs.twelvelabs.io
  cname.vercel-dns.com
    IPv4: cname.vercel-dns.com.
    IPv4: 66.33.60.34
    IPv4: 76.76.21.164
DNS server: 127.0.0.53

SSL/TLS info

InfoText
IssuerC = US, O = Let's Encrypt, CN = R12
SubjectCN = docs.twelvelabs.io
Valid fromMar 13 15:09:57 2026 GMT (VALID already 11 day(s))
Valid toJun 11 15:09:56 2026 GMT (VALID still for 79 day(s))
Supported protocolsTLSv1.2, TLSv1.3
RAW certificate outputCertificate:
    Data:
        Version: 3 (0x2)
        Serial Number:
            05:5f:d3:0a:90:3d:9a:04:b9:51:03:4e:14:ed:65:15:6a:93
        Signature Algorithm: sha256WithRSAEncryption
        Issuer: C = US, O = Let's Encrypt, CN = R12
        Validity
            Not Before: Mar 13 15:09:57 2026 GMT
            Not After : Jun 11 15:09:56 2026 GMT
        Subject: CN = docs.twelvelabs.io
        Subject Public Key Info:
            Public Key Algorithm: rsaEncryption
                Public-Key: (2048 bit)
                Modulus:
                    00:9b:c2:d8:61:54:75:43:dc:4c:33:55:89:75:8b:
                    6a:8d:78:f3:08:23:f9:6c:6a:cc:91:c4:48:93:4b:
                    ff:0b:a4:8d:2c:fc:04:c5:32:af:ec:e6:22:d5:00:
                    9a:be:c5:28:97:a8:87:b6:37:d2:55:4f:a6:21:78:
                    5f:0d:85:42:6e:5b:76:a4:e3:8c:7a:c4:ea:42:48:
                    1c:ac:0e:30:b5:4f:8b:5a:9b:43:80:5c:cc:6f:c7:
                    df:29:31:d1:4a:92:8b:98:15:ac:20:d4:70:55:e9:
                    0a:53:e7:ad:f2:f0:33:5a:86:6c:d7:02:fb:e2:28:
                    a8:40:e4:66:69:01:8e:4f:21:c9:1f:3f:0d:48:05:
                    34:78:11:13:c6:90:b7:66:0f:dc:e6:e3:75:66:50:
                    3e:78:33:a5:af:71:68:fc:fa:d7:fd:37:cc:00:35:
                    c0:e1:57:c3:55:b1:1c:71:a8:5f:a3:a0:80:d9:5a:
                    59:23:e9:7b:b4:1e:4a:d8:d8:d9:c8:0f:1f:60:08:
                    4e:0d:f7:2b:ea:52:a3:86:3b:21:d0:2f:63:71:2d:
                    82:c1:80:10:43:62:0e:1a:47:5f:d0:48:d0:4c:26:
                    5e:45:bb:75:0b:a6:8f:40:6d:45:22:7c:94:44:77:
                    10:0a:eb:c8:5c:88:cf:4d:09:ba:91:ae:86:f0:ad:
                    4b:73
                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: 
                34:67:B8:35:29:FA:39:E7:C9:82:B1:7D:33:A6:DC:CA:88:DB:91:6A
            X509v3 Authority Key Identifier: 
                00:B5:29:F2:2D:8E:6F:31:E8:9B:4C:AD:78:3E:FA:DC:E9:0C:D1:D2
            Authority Information Access: 
                CA Issuers - URI:http://r12.i.lencr.org/
            X509v3 Subject Alternative Name: 
                DNS:docs.twelvelabs.io
            X509v3 Certificate Policies: 
                Policy: 2.23.140.1.2.1
            X509v3 CRL Distribution Points: 
                Full Name:
                  URI:http://r12.c.lencr.org/20.crl
            CT Precertificate SCTs: 
                Signed Certificate Timestamp:
                    Version   : v1 (0x0)
                    Log ID    : 1A:8B:9D:69:4A:57:98:C8:99:A0:CA:88:BD:F4:8F:C0:
                                B4:56:60:CC:C3:60:0D:1F:71:F4:69:FF:C7:D1:AC:A3
                    Timestamp : Mar 13 16:08:27.284 2026 GMT
                    Extensions: 00:00:05:00:56:BE:47:2F
                    Signature : ecdsa-with-SHA256
                                30:45:02:21:00:D6:2C:F9:16:F1:95:C0:99:3B:3B:54:
                                6E:73:B2:B1:2E:50:98:BC:A2:0C:0C:19:5D:2C:DE:10:
                                C8:5C:0F:C8:DD:02:20:5B:11:A1:93:0E:46:5E:36:C0:
                                4D:97:0F:1D:F3:05:D2:B2:36:35:04:BA:71:30:C7:6E:
                                BF:9B:B4:01:B3:B9:7F
                Signed Certificate Timestamp:
                    Version   : v1 (0x0)
                    Log ID    : 16:83:2D:AB:F0:A9:25:0F:0F:F0:3A:A5:45:FF:C8:BF:
                                C8:23:D0:87:4B:F6:04:29:27:F8:E7:1F:33:13:F5:FA
                    Timestamp : Mar 13 16:08:29.175 2026 GMT
                    Extensions: none
                    Signature : ecdsa-with-SHA256
                                30:44:02:20:59:F5:69:7F:AB:84:D9:E1:CA:65:B2:C3:
                                C5:22:DF:2E:AB:B3:6C:8D:0D:17:A4:96:73:D7:0E:A8:
                                40:59:9B:1F:02:20:7B:ED:0F:8C:08:1A:C3:C3:EA:0E:
                                E4:7C:77:10:68:28:CC:76:CF:5F:62:8F:F3:58:B1:99:
                                66:25:A9:00:2E:F9
    Signature Algorithm: sha256WithRSAEncryption
    Signature Value:
        bf:63:9c:64:9c:d9:b6:86:eb:40:36:78:2a:2b:aa:24:19:ed:
        4b:cf:bf:69:6e:49:49:22:c2:0a:49:e8:fe:ec:62:90:d7:af:
        c2:e7:b3:48:16:f6:c1:ac:59:cf:c0:6d:48:1d:a8:df:c4:37:
        73:ae:7d:f4:6f:22:5f:0e:00:2c:b5:08:82:4a:1c:5c:f1:5c:
        f5:07:80:e9:cc:dc:c8:d3:dc:d2:38:bf:29:2a:05:75:24:32:
        67:69:55:70:3b:7b:75:4e:f9:5a:71:36:aa:3b:e3:95:94:d4:
        ea:50:68:c7:f5:da:69:bf:dc:c1:72:84:f3:b9:67:0f:00:0a:
        96:a0:e7:f8:e5:24:fa:c2:af:21:e7:b3:80:fc:3c:18:4f:c6:
        3e:e6:b3:50:39:51:b3:bc:bf:ae:d3:f5:97:64:89:65:0e:a9:
        b6:f7:63:bc:3f:8a:34:25:71:1a:81:94:8e:d6:55:08:0d:3e:
        82:7c:a4:14:c3:fa:11:5c:84:52:29:e7:75:7e:80:09:ff:a4:
        5a:f3:95:af:e2:03:40:15:bf:b9:39:c9:42:95:9e:e8:c9:78:
        bb:17:77:20:38:8c:be:fd:22:fe:3d:4d:9f:2c:30:69:4a:44:
        22:4e:f2:7e:e1:9d:93:04:6d:d9:43:45:5a:27:72:ea:db:0f:
        6d:b1:5a:1d
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 ===
4067B740C27E0000: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 ===
400763ED8D770000: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 = R12
verify return:1
depth=0 CN = docs.twelvelabs.io
verify return:1
CONNECTED(00000003)
---
Certificate chain
 0 s:CN = docs.twelvelabs.io
   i:C = US, O = Let's Encrypt, CN = R12
   a:PKEY: rsaEncryption, 2048 (bit); sigalg: RSA-SHA256
   v:NotBefore: Mar 13 15:09:57 2026 GMT; NotAfter: Jun 11 15:09:56 2026 GMT
 1 s:C = US, O = Let's Encrypt, CN = R12
   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-----
MIIE/TCCA+WgAwIBAgISBV/TCpA9mgS5UQNOFO1lFWqTMA0GCSqGSIb3DQEBCwUA
MDMxCzAJBgNVBAYTAlVTMRYwFAYDVQQKEw1MZXQncyBFbmNyeXB0MQwwCgYDVQQD
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7GKQ16/C57NIFvbBrFnPwG1IHajfxDdzrn30byJfDgAstQiCShxc8Vz1B4DpzNzI
09zSOL8pKgV1JDJnaVVwO3t1TvlacTaqO+OVlNTqUGjH9dppv9zBcoTzuWcPAAqW
oOf45ST6wq8h57OA/DwYT8Y+5rNQOVGzvL+u0/WXZIllDqm292O8P4o0JXEagZSO
1lUIDT6CfKQUw/oRXIRSKed1foAJ/6Ra85Wv4gNAFb+5OclClZ7oyXi7F3cgOIy+
/SL+PU2fLDBpSkQiTvJ+4Z2TBG3ZQ0VaJ3Lq2w9tsVod
-----END CERTIFICATE-----
subject=CN = docs.twelvelabs.io
issuer=C = US, O = Let's Encrypt, CN = R12
---
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 3164 bytes and written 308 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: D2063A0EA9EDD84D7ABF18A35EF62AD78DC668977035CB65A831C5ED41F9F601
    Session-ID-ctx: 
    Master-Key: BB1C7C9C337E01376CB2D7BECEABB0A1335851A618295D85370576BDDE15D1B9D399C0D9D1B427752DAEBA447AA5FC27
    PSK identity: None
    PSK identity hint: None
    SRP username: None
    TLS session ticket:
    0000 - ad a1 55 31 5f 2f cb c4-fd 1f a1 bf 36 ca d2 e8   ..U1_/......6...
    0010 - aa 64 07 82 05 09 42 5e-aa 1a 30 17 d9 ba bb 1b   .d....B^..0.....
    0020 - dd 97 5d 05 fc de 56 5b-c3 dc a9 8b 95 05 30 84   ..]...V[......0.
    0030 - dc b3 c0 17 b1 7f d6 a0-a9 e8 80 f4 9e 4e b4 27   .............N.'
    0040 - 5a 36 78 41 d2 ff e7 68-45 c6 23 b0 af f3 01 0b   Z6xA...hE.#.....
    0050 - b5 8b b6 7a 80 9e d2 65-9a f5 b6 2a 2d 2e 89 0b   ...z...e...*-...
    0060 - 44 43 15 4f 04 23 36 fb-e7 8d 11 cf 58 a3 ed 1a   DC.O.#6.....X...
    0070 - c5 7f 55 7c e9 9b d8 3a-c3 91 f1                  ..U|...:...

    Start Time: 1774368383
    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 = R12
verify return:1
depth=0 CN = docs.twelvelabs.io
verify return:1
CONNECTED(00000003)
---
Certificate chain
 0 s:CN = docs.twelvelabs.io
   i:C = US, O = Let's Encrypt, CN = R12
   a:PKEY: rsaEncryption, 2048 (bit); sigalg: RSA-SHA256
   v:NotBefore: Mar 13 15:09:57 2026 GMT; NotAfter: Jun 11 15:09:56 2026 GMT
 1 s:C = US, O = Let's Encrypt, CN = R12
   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-----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-----END CERTIFICATE-----
subject=CN = docs.twelvelabs.io
issuer=C = US, O = Let's Encrypt, CN = R12
---
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 3120 bytes and written 316 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: A77F166FB5C65912793557731899CC21361D906ED8BB3A6DA2F443F6F1967165
    Session-ID-ctx: 
    Resumption PSK: AADA0D78AB40251189F86F736A9980BBD871371D11F57A0D0DF2057D37DF843B
    PSK identity: None
    PSK identity hint: None
    SRP username: None
    TLS session ticket lifetime hint: 604800 (seconds)
    TLS session ticket:
    0000 - db c6 23 f1 88 d9 2d 9e-69 bb 68 4c 7e e6 d2 18   ..#...-.i.hL~...
    0010 - 86 10 08 a2 0d ff 9f d4-7c 5d ef 27 01 8b 13 0f   ........|].'....
    0020 - 3e d4 54 11 1a 9b 82 c8-e7 f5 d8 ba 67 d0 16 59   >.T.........g..Y
    0030 - 01 6d 0a a8 28 74 4e 99-89 aa 45 5b 76 94 9e 0e   .m..(tN...E[v...
    0040 - 56 ce 4c 5b ab 31 96 0f-a7 74 e9 07 36 62 cf cc   V.L[.1...t..6b..
    0050 - d0 c9 68 45 ba 31 82 32-35 30 d9 dd 18 96 61 60   ..hE.1.250....a`
    0060 - d7 2d fb fc b5 ed a0 d3-21                        .-......!

    Start Time: 1774368383
    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 time93 s
Total URLs346
Total size98 MB
Requests - total time354 s
Requests - avg time1 s
Requests - min time0 ms
Requests - max time21 s
Requests by status-6:SKP: 3
200: 135
307: 1
403: 207

Analysis stats

Found 21 row(s).
Class::methodExec time 🔽Exec count
BestPracticeAnalyzer::checkHeadingStructure1.4 s 342
BestPracticeAnalyzer::checkNonClickablePhoneNumbers902 ms 342
AccessibilityAnalyzer::checkMissingLabels748 ms 135
AccessibilityAnalyzer::checkMissingAriaLabels734 ms 135
AccessibilityAnalyzer::checkMissingRoles615 ms 135
BestPracticeAnalyzer::checkMaxDOMDepth518 ms 342
AccessibilityAnalyzer::checkMissingLang517 ms 135
SslTlsAnalyzer::getTLSandSSLCertificateInfo408 ms 1
BestPracticeAnalyzer::checkInlineSvg176 ms 342
BestPracticeAnalyzer::checkMissingQuotesOnAttributes47 ms 342
AccessibilityAnalyzer::checkImageAltAttributes18 ms 135
SeoAndOpenGraphAnalyzer::analyzeHeadings16 ms 1
SecurityAnalyzer::checkHtmlSecurity14 ms 342
SecurityAnalyzer::checkHeaders8 ms 342
SeoAndOpenGraphAnalyzer::analyzeSeo0 ms 1
SeoAndOpenGraphAnalyzer::analyzeOpenGraph0 ms 1
BestPracticeAnalyzer::checkTitleUniqueness0 ms 1
BestPracticeAnalyzer::checkMetaDescriptionUniqueness0 ms 1
BestPracticeAnalyzer::checkBrotliSupport0 ms 1
BestPracticeAnalyzer::checkWebpSupport0 ms 1
BestPracticeAnalyzer::checkAvifSupport0 ms 1
No rows found, please edit your search term.

Content processor stats

Found 12 row(s).
Class::methodExec time 🔽Exec count
NextJsProcessor::applyContentChangesBeforeUrlParsing630 ms 342
JavaScriptProcessor::findUrls509 ms 342
HtmlProcessor::findUrls230 ms 343
CssProcessor::findUrls27 ms 342
AstroProcessor::findUrls15 ms 342
AstroProcessor::applyContentChangesBeforeUrlParsing0 ms 342
NextJsProcessor::findUrls0 ms 342
JavaScriptProcessor::applyContentChangesBeforeUrlParsing0 ms 342
SvelteProcessor::applyContentChangesBeforeUrlParsing0 ms 342
SvelteProcessor::findUrls0 ms 342
HtmlProcessor::applyContentChangesBeforeUrlParsing0 ms 343
CssProcessor::applyContentChangesBeforeUrlParsing0 ms 342
No rows found, please edit your search term.

Crawler info

Version 2.1.0.20260317
Executed At 2026-03-24 16:04:50
Command siteone-crawler --url=https://docs.twelvelabs.io --markdown-export-dir=/tmp/siteone-twelvelabs --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