# February 2025 ## Markdown/Text to feed your AI models We have introduced two new output formats that you can use to properly train your LLMs. \ LLMs require a lot of data, but public data can get very noisy and large. \ \ With our new structured output formats you can effectively train your LLMs. Just use the parameter: * `output_format=text` (go to [#example-text](#example-text "mention"))\ or * `output_format=markdown` (go to [#example-markdown](#example-markdown "mention")) Find additional information in our [documentation.](/data-pipeline/creating-a-datapipeline-project/results-and-output-formats.md#output-formats) ## Example text: #### Input text: {% code overflow="wrap" %} ```html https://api.scraperapi.com/?api_key=api_key&url=https%3A%2F%2Fwww.nytimes.com%2F&output_format=text ``` {% endcode %} #### Output text: ```` ``` Skip to contentSkip to site index SKIP ADVERTISEMENT / * U.S. [/] * International [/international/] * Canada [/ca/] * Español [https://www.nytimes.com/es/] * 中文 [https://cn.nytimes.com]   Today’s Paper [https://www.nytimes.com/section/todayspaper] / * U.S. [https://www.nytimes.com/section/us] SECTIONS * U.S. [https://www.nytimes.com/section/us] * Politics [https://www.nytimes.com/section/politics] * New York [https://www.nytimes.com/section/nyregion] * California [https://www.nytimes.com/spotlight/california-news] * Education [https://www.nytimes.com/section/education] * Health [https://www.nytimes.com/section/health] * Obituaries [https://www.nytimes.com/section/obituaries] * Science [https://www.nytimes.com/section/science] * Climate [https://www.nytimes.com/section/climate] * Weather [https://www.nytimes.com/section/weather] * Sports [https://www.nytimes.com/section/sports] * Business [https://www.nytimes.com/section/business] * Tech [https://www.nytimes.com/section/technology] * The Upshot [https://www.nytimes.com/section/upshot] * The Magazine [https://www.nytimes.com/section/magazine] TOP STORIES * Trump Transition [https://www.nytimes.com/news-event/trump-transition] * Supreme Court [https://www.nytimes.com/topic/organization/us-supreme-court] * Congress [https://www.nytimes.com/topic/organization/us-congress] * Immigration [https://www.nytimes.com/news-event/immigration-us] * Abortion [https://www.nytimes.com/spotlight/abortion-news] NEWSLETTERS * The Morning Logo [/vi-assets/static-assets/icon-the-morning_144x144-b12a6923b6ad9102b766352261b1a847.webp] The Morning Make sense of the day’s news and ideas. [https://www.nytimes.com/newsletters/morning-briefing] * The Upshot Logo [/vi-assets/static-assets/icon-the-upshot_144x144-0b1553ff703bbd07ac8fe73e6d215888.webp] The Upshot Analysis that explains politics, policy and everyday life. [https://www.nytimes.com/newsletters/upshot] See all newsletters [https://www.nytimes.com/newsletters] PODCASTS * The Daily Logo [https://static01.nyt.com/images/2017/01/29/podcasts/the-daily-album-art/the-daily-album-art-mediumSquare149-v3.jpg?quality=75&auto=webp&disable=upscale] The Daily The biggest stories of our time, in 20 minutes a day. [https://www.nytimes.com/column/the-daily] * The Run-Up Logo [https://static01.nyt.com/images/2022/08/29/podcasts/the-run-up-album-art/the-run-up-album-art-thumbLarge.jpg?quality=75&auto=webp&disable=upscale] The Run-Up On the campaign trail with Astead Herndon. [https://www.nytimes.com/column/election-run-up-podcast] See all podcasts [https://www.nytimes.com/spotlight/podcasts] * World [https://www.nytimes.com/section/world] SECTIONS * World [https://www.nytimes.com/section/world] * Africa [https://www.nytimes.com/section/world/africa] * Americas [https://www.nytimes.com/section/world/americas] * Asia [https://www.nytimes.com/section/world/asia] * Australia [https://www.nytimes.com/section/world/australia] * Canada [https://www.nytimes.com/section/world/canada] * Europe [https://www.nytimes.com/section/world/europe] * Middle East [https://www.nytimes.com/section/world/middleeast] * Science [https://www.nytimes.com/section/science] * Climate [https://www.nytimes.com/section/climate] * Weather [https://www.nytimes.com/section/weather] * Health [https://www.nytimes.com/section/health] * Obituaries [https://www.nytimes.com/section/obituaries] TOP STORIES * Middle East Crisis [https://www.nytimes.com/news-event/israel-hamas-gaza] * Russia-Ukraine War [https://www.nytimes.com/news-event/ukraine-russia] * China International Relations [https://www.nytimes.com/spotlight/china-relations] * The Global Profile [https://www.nytimes.com/column/the-global-profile] * Leer en Español [https://www.nytimes.com/es/] NEWSLETTERS * Morning Briefing: Europe Logo [/vi-assets/static-assets/icon-europe-morning-briefing_144x144-f0a330cb12ba0c31f81f13e25f6d0d18.webp] Morning Briefing: Europe Get what you need to know to start your day. [https://www.nytimes.com/newsletters/morning-briefing-europe] * The Interpreter Logo [/vi-assets/static-assets/icon-the-interpreter_144x144-b29b74b2ebedb8e74823f33b16fb8167.webp] The Interpreter Original analysis on the week’s biggest global stories. [https://www.nytimes.com/newsletters/the-interpreter] * Your Places: Global Update Logo [/vi-assets/static-assets/icon-yourplaces-globalupdate_144x144-c25aba1c2904f301a08ad33183f723c6.webp] Your Places: Global Update The latest news for any part of the world you select. [https://www.nytimes.com/newsletters/your-places-global-update] * Canada Letter Logo [/vi-assets/static-assets/icon-canada-letter_144x144-65d899377edbcce9773d31fd03a77e8d.webp] Canada Letter Backstories and analysis from our Canadian correspondents. [https://www.nytimes.com/newsletters/canada-letter] See all newsletters [https://www.nytimes.com/newsletters] * Business [https://www.nytimes.com/section/business] ........ ```` ## Example markdown: #### Input markdown: {% code overflow="wrap" %} ```html https://api.scraperapi.com/?api_key=api_key&url=https%3A%2F%2Fwww.nytimes.com%2F&output_format=markdown ``` {% endcode %} #### Output markdown: ``` [Skip to content](#site-content)[Skip to site index](#site-index) [SKIP ADVERTISEMENT](#after-dfp-ad-top) * [U.S.](/) * [International](/international/) * [Canada](/ca/) * [Español](https://www.nytimes.com/es/) * [中文](https://cn.nytimes.com) [Today’s Paper](https://www.nytimes.com/section/todayspaper) * [U.S.](https://www.nytimes.com/section/us) ### Sections * [U.S.](https://www.nytimes.com/section/us) * [Politics](https://www.nytimes.com/section/politics) * [New York](https://www.nytimes.com/section/nyregion) * [California](https://www.nytimes.com/spotlight/california-news) * [Education](https://www.nytimes.com/section/education) * [Health](https://www.nytimes.com/section/health) * [Obituaries](https://www.nytimes.com/section/obituaries) * [Science](https://www.nytimes.com/section/science) ### * [Climate](https://www.nytimes.com/section/climate) * [Weather](https://www.nytimes.com/section/weather) * [Sports](https://www.nytimes.com/section/sports) * [Business](https://www.nytimes.com/section/business) * [Tech](https://www.nytimes.com/section/technology) * [The Upshot](https://www.nytimes.com/section/upshot) * [The Magazine](https://www.nytimes.com/section/magazine) ### Top Stories * [Trump Transition](https://www.nytimes.com/news-event/trump-transition) * [Supreme Court](https://www.nytimes.com/topic/organization/us-supreme-court) * [Congress](https://www.nytimes.com/topic/organization/us-congress) * [Immigration](https://www.nytimes.com/news-event/immigration-us) * [Abortion](https://www.nytimes.com/spotlight/abortion-news) ### Newsletters * [![The Morning Logo](/vi-assets/static-assets/icon-the-morning_144x144-b12a6923b6ad9102b766352261b1a847.webp)The MorningMake sense of the day’s news and ideas.](https://www.nytimes.com/newsletters/morning-briefing) * [![The Upshot Logo](/vi-assets/static-assets/icon-the-upshot_144x144-0b1553ff703bbd07ac8fe73e6d215888.webp)The UpshotAnalysis that explains politics, policy and everyday life.](https://www.nytimes.com/newsletters/upshot) [See all newsletters](https://www.nytimes.com/newsletters) ### Podcasts * [![The Daily Logo](https://static01.nyt.com/images/2017/01/29/podcasts/the-daily-album-art/the-daily-album-art-mediumSquare149-v3.jpg?quality=75&auto=webp&disable=upscale)The DailyThe biggest stories of our time, in 20 minutes a day.](https://www.nytimes.com/column/the-daily) * [![The Run-Up Logo](https://static01.nyt.com/images/2022/08/29/podcasts/the-run-up-album-art/the-run-up-album-art-thumbLarge.jpg?quality=75&auto=webp&disable=upscale)The Run-UpOn the campaign trail with Astead Herndon.](https://www.nytimes.com/column/election-run-up-podcast) [See all podcasts](https://www.nytimes.com/spotlight/podcasts) * [World](https://www.nytimes.com/section/world) ### Sections * [World](https://www.nytimes.com/section/world) * [Africa](https://www.nytimes.com/section/world/africa) * [Americas](https://www.nytimes.com/section/world/americas) * [Asia](https://www.nytimes.com/section/world/asia) * [Australia](https://www.nytimes.com/section/world/australia) * [Canada](https://www.nytimes.com/section/world/canada) * [Europe](https://www.nytimes.com/section/world/europe) * [Middle East](https://www.nytimes.com/section/world/middleeast) * [Science](https://www.nytimes.com/section/science) * [Climate](https://www.nytimes.com/section/climate) * [Weather](https://www.nytimes.com/section/weather) * [Health](https://www.nytimes.com/section/health) * [Obituaries](https://www.nytimes.com/section/obituaries) ### Top Stories * [Middle East Crisis](https://www.nytimes.com/news-event/israel-hamas-gaza) * [Russia-Ukraine War](https://www.nytimes.com/news-event/ukraine-russia) * [China International Relations](https://www.nytimes.com/spotlight/china-relations) * [The Global Profile](https://www.nytimes.com/column/the-global-profile) * [Leer en Español](https://www.nytimes.com/es/) ### Newsletters * [![Morning Briefing: Europe Logo](/vi-assets/static-assets/icon-europe-morning-briefing_144x144-f0a330cb12ba0c31f81f13e25f6d0d18.webp)Morning Briefing: EuropeGet what you need to know to start your day.](https://www.nytimes.com/newsletters/morning-briefing-europe) * [![The Interpreter Logo](/vi-assets/static-assets/icon-the-interpreter_144x144-b29b74b2ebedb8e74823f33b16fb8167.webp)The InterpreterOriginal analysis on the week’s biggest global stories.](https://www.nytimes.com/newsletters/the-interpreter) ### * [![Your Places: Global Update Logo](/vi-assets/static-assets/icon-yourplaces-globalupdate_144x144-c25aba1c2904f301a08ad33183f723c6.webp)Your Places: Global UpdateThe latest news for any part of the world you select.](https://www.nytimes.com/newsletters/your-places-global-update) * [![Canada Letter Logo](/vi-assets/static-assets/icon-canada-letter_144x144-65d899377edbcce9773d31fd03a77e8d.webp)Canada LetterBackstories and analysis from our Canadian correspondents.](https://www.nytimes.com/newsletters/canada-letter) [See all newsletters](https://www.nytimes.com/newsletters) * [Business](https://www.nytimes.com/section/business) ### Sections * [Business](https://www.nytimes.com/section/business) * [Tech](https://www.nytimes.com/section/technology) * [Economy](https://www.nytimes.com/section/business/economy) * [Media](https://www.nytimes.com/section/business/media) * [Finance and Markets](https://www.nytimes.com/section/markets-overview) ..... ``` --- # Agent Instructions: Querying This Documentation If you need 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