{"id":3268,"date":"2020-12-23T11:07:02","date_gmt":"2020-12-23T11:07:02","guid":{"rendered":"https:\/\/monarchware.com\/single-service-page\/"},"modified":"2026-05-08T22:04:09","modified_gmt":"2026-05-08T22:04:09","slug":"rag","status":"publish","type":"page","link":"https:\/\/monarchware.com\/en\/rag\/","title":{"rendered":"RAG App"},"content":{"rendered":"<div class=\"et_pb_section_0 et_pb_section et_section_regular et_block_section\">\n<div class=\"et_pb_row_0 et_pb_row et_block_row inline-buttons-row\">\n<div class=\"et_pb_column_0 et_pb_column et_pb_column_1_2 et_block_column et_pb_css_mix_blend_mode_passthrough\">\n<div class=\"et_pb_text_0 et_pb_text et_pb_bg_layout_light et_pb_module et_block_module\"><div class=\"et_pb_text_inner\"><h5 style=\"text-align: left;\">soluci\u00f3n<\/h5>\n<h1>Intelligent Chat With Your <span style=\"color: #ff8057;\">Documents<\/span><\/h1>\n<div class=\"col-lg-6\">\n<div class=\"hero-title pr-lg-5\">\n<p class=\"text-muted mb-4 pb-2\">Turn your contracts, manuals, catalogs, and reports into an assistant that answers your questions instantly, in Spanish with RAG (Retrieval Augmented Generation) technology. Your usual information, now just one question away.<\/p>\n<\/div>\n<\/div>\n<\/div><\/div>\n\n<div class=\"et_pb_module et_pb_button_module_wrapper et_pb_button_0_wrapper preset--module--divi-button--default_wrapper\"><a class=\"et_pb_button_0 et_pb_button et_pb_bg_layout_light et_pb_module et_block_module preset--module--divi-button--default\" href=\"#process\" data-icon=\"\uf061\">how it works<\/a><\/div>\n<\/div>\n\n<div class=\"et_pb_column_1 et_pb_column et_pb_column_1_2 et-last-child et_block_column et_pb_css_mix_blend_mode_passthrough\">\n<div class=\"et_pb_image_0 et_pb_image et_pb_module et_block_module\"><span class=\"et_pb_image_wrap\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/monarchware.com\/wp-content\/uploads\/2026\/05\/RAGService1.png\" title=\"RAGService1\" width=\"1672\" height=\"941\" srcset=\"https:\/\/monarchware.com\/wp-content\/uploads\/2026\/05\/RAGService1.png 1672w, https:\/\/monarchware.com\/wp-content\/uploads\/2026\/05\/RAGService1-1280x720.png 1280w, https:\/\/monarchware.com\/wp-content\/uploads\/2026\/05\/RAGService1-980x552.png 980w, https:\/\/monarchware.com\/wp-content\/uploads\/2026\/05\/RAGService1-480x270.png 480w\" sizes=\"(min-width: 0px) and (max-width: 480px) 480px, (min-width: 481px) and (max-width: 980px) 980px, (min-width: 981px) and (max-width: 1280px) 1280px, (min-width: 1281px) 1672px, 100vw\" class=\"wp-image-4014\" \/><\/span><\/div>\n<\/div>\n<\/div>\n<\/div>\n\n<div class=\"et_pb_section_1 et_pb_section et_section_regular et_block_section\">\n<div class=\"et_pb_row_1 et_pb_row et_block_row\">\n<div class=\"et_pb_column_2 et_pb_column et_pb_column_1_2 et_block_column et_pb_css_mix_blend_mode_passthrough\">\n<div class=\"et_pb_image_1 et_pb_image et_pb_module et_block_module\"><span class=\"et_pb_image_wrap\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/monarchware.com\/wp-content\/uploads\/2026\/05\/RAGService2.png\" title=\"RAGService2\" width=\"1448\" height=\"1086\" srcset=\"https:\/\/monarchware.com\/wp-content\/uploads\/2026\/05\/RAGService2.png 1448w, https:\/\/monarchware.com\/wp-content\/uploads\/2026\/05\/RAGService2-1280x960.png 1280w, https:\/\/monarchware.com\/wp-content\/uploads\/2026\/05\/RAGService2-980x735.png 980w, https:\/\/monarchware.com\/wp-content\/uploads\/2026\/05\/RAGService2-480x360.png 480w\" sizes=\"(min-width: 0px) and (max-width: 480px) 480px, (min-width: 481px) and (max-width: 980px) 980px, (min-width: 981px) and (max-width: 1280px) 1280px, (min-width: 1281px) 1448px, 100vw\" class=\"wp-image-4020\" \/><\/span><\/div>\n<\/div>\n\n<div class=\"et_pb_column_3 et_pb_column et_pb_column_1_2 et-last-child et_block_column et_pb_css_mix_blend_mode_passthrough\">\n<div class=\"et_pb_text_1 et_pb_text et_pb_bg_layout_light et_pb_module et_block_module\"><div class=\"et_pb_text_inner\"><h1>Find what you need without reading page by page<\/h1>\n<div class=\"col-lg-6\">\n<div class=\"hero-title pr-lg-5\">\n<p class=\"text-muted mb-4 pb-2\">How much time does your team waste every week searching for a specific piece of information in a 40-page PDF, an old manual, or a folder full of files? Imagine getting all those hours back. With Intelligent Chat with Documents, you simply ask what you need to know and get the exact answer. In Spanish. In seconds. No complications.<\/p>\n<\/div>\n<\/div>\n<\/div><\/div>\n\n<div class=\"et_pb_blurb_0 et_pb_blurb et_pb_bg_layout_light et_pb_blurb_position_left et_pb_module et_block_module\"><div class=\"et_pb_blurb_content\"><div class=\"et_pb_main_blurb_image\"><span class=\"et_pb_image_wrap\"><span class=\"et-pb-icon\">N<\/span><\/span><\/div><div class=\"et_pb_blurb_container\"><h4 class=\"et_pb_module_header\">Clear answers in seconds, not hours<\/h4><\/div><\/div><\/div>\n\n<div class=\"et_pb_blurb_1 et_pb_blurb et_pb_bg_layout_light et_pb_blurb_position_left et_pb_module et_block_module\"><div class=\"et_pb_blurb_content\"><div class=\"et_pb_main_blurb_image\"><span class=\"et_pb_image_wrap\"><span class=\"et-pb-icon\">N<\/span><\/span><\/div><div class=\"et_pb_blurb_container\"><h4 class=\"et_pb_module_header\">100% in English (we can adapt), designed for businesses in English-speaking markets<\/h4><\/div><\/div><\/div>\n\n<div class=\"et_pb_blurb_2 et_pb_blurb et_pb_bg_layout_light et_pb_blurb_position_left et_pb_module et_block_module\"><div class=\"et_pb_blurb_content\"><div class=\"et_pb_main_blurb_image\"><span class=\"et_pb_image_wrap\"><span class=\"et-pb-icon\">N<\/span><\/span><\/div><div class=\"et_pb_blurb_container\"><h4 class=\"et_pb_module_header\">Works with PDFs, Word files, scanned images, and web pages<\/h4><\/div><\/div><\/div>\n<\/div>\n<\/div>\n<\/div>\n\n<div class=\"et_pb_section_2 et_pb_section et_section_regular et_block_section\" id=\"process\">\n<div class=\"et_pb_row_2 et_pb_row et_block_row\">\n<div class=\"et_pb_column_4 et_pb_column et_pb_column_4_4 et-last-child et_block_column et_pb_css_mix_blend_mode_passthrough\">\n<div class=\"et_pb_text_2 et_pb_text et_pb_bg_layout_light et_pb_module et_block_module et_pb_text_align_center\"><div class=\"et_pb_text_inner\"><h1>As simple as sending a <span style=\"color: #ff8057;\">Message<\/span><\/h1>\n<div class=\"col-lg-6\">\n<div class=\"hero-title pr-lg-5\">\n<p class=\"text-muted mb-4 pb-2\">No technical knowledge or training required. If you know how to send a WhatsApp message, you already know how to use our Intelligent Document Chat. These are the four steps:<\/p>\n<\/div>\n<\/div>\n<\/div><\/div>\n<\/div>\n<\/div>\n\n<div class=\"et_pb_row_3 et_pb_row et_flex_row process-tabs\">\n<div class=\"et_pb_column_5 et_pb_column et_block_column et_pb_css_mix_blend_mode_passthrough et_flex_column_24_24 et_flex_column_24_24_tablet et_flex_column_24_24_phone\">\n<div class=\"et_pb_blurb_3 et_pb_blurb et_pb_bg_layout_light et_pb_text_align_center et_pb_blurb_position_top et_pb_module et_flex_module molti-custom-tab-1 active-tab\"><div class=\"et_pb_blurb_content et_flex_module\"><div class=\"et_pb_main_blurb_image\"><span class=\"et_pb_image_wrap\"><span class=\"et-pb-icon\">\ue070<\/span><\/span><\/div><div class=\"et_pb_blurb_container\"><h4 class=\"et_pb_module_header\">Upload files<\/h4><\/div><\/div><\/div>\n<\/div>\n\n<div class=\"et_pb_column_6 et_pb_column et_block_column et_pb_css_mix_blend_mode_passthrough et_flex_column_24_24 et_flex_column_24_24_tablet et_flex_column_24_24_phone\">\n<div class=\"et_pb_blurb_4 et_pb_blurb et_pb_bg_layout_light et_pb_text_align_center et_pb_blurb_position_top et_pb_module et_flex_module molti-custom-tab-2\"><div class=\"et_pb_blurb_content et_flex_module\"><div class=\"et_pb_main_blurb_image\"><span class=\"et_pb_image_wrap\"><span class=\"et-pb-icon\">\ue065<\/span><\/span><\/div><div class=\"et_pb_blurb_container\"><h4 class=\"et_pb_module_header\">Ask your question<\/h4><\/div><\/div><\/div>\n<\/div>\n\n<div class=\"et_pb_column_7 et_pb_column et_block_column et_pb_css_mix_blend_mode_passthrough et_flex_column_24_24 et_flex_column_24_24_tablet et_flex_column_24_24_phone\">\n<div class=\"et_pb_blurb_5 et_pb_blurb et_pb_bg_layout_light et_pb_text_align_center et_pb_blurb_position_top et_pb_module et_flex_module molti-custom-tab-3\"><div class=\"et_pb_blurb_content et_flex_module\"><div class=\"et_pb_main_blurb_image\"><span class=\"et_pb_image_wrap\"><span class=\"et-pb-icon\">\uf0e7<\/span><\/span><\/div><div class=\"et_pb_blurb_container\"><h4 class=\"et_pb_module_header\" data-et-mv-hidden-phone=\"true\">Get the answer<\/h4><\/div><\/div><\/div>\n<\/div>\n\n<div class=\"et_pb_column_8 et_pb_column et-last-child et_block_column et_pb_css_mix_blend_mode_passthrough et_flex_column_24_24 et_flex_column_24_24_tablet et_flex_column_24_24_phone\">\n<div class=\"et_pb_blurb_6 et_pb_blurb et_pb_bg_layout_light et_pb_text_align_center et_pb_blurb_position_top et_pb_module et_flex_module molti-custom-tab-4\"><div class=\"et_pb_blurb_content et_flex_module\"><div class=\"et_pb_main_blurb_image\"><span class=\"et_pb_image_wrap\"><span class=\"et-pb-icon\">\ue052<\/span><\/span><\/div><div class=\"et_pb_blurb_container\"><h4 class=\"et_pb_module_header\">Verify the source<\/h4><\/div><\/div><\/div>\n<\/div>\n<\/div>\n\n<div class=\"et_pb_row_4 et_pb_row et_block_row molti-custom-tabs-content-1\">\n<div class=\"et_pb_column_9 et_pb_column et_pb_column_1_2 et_block_column et_pb_css_mix_blend_mode_passthrough\">\n<div class=\"et_pb_image_2 et_pb_image et_pb_module et_block_module\"><span class=\"et_pb_image_wrap\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/monarchware.com\/wp-content\/uploads\/2026\/05\/Pasos1-1.png\" title=\"Pasos1\" width=\"1448\" height=\"1086\" srcset=\"https:\/\/monarchware.com\/wp-content\/uploads\/2026\/05\/Pasos1-1.png 1448w, https:\/\/monarchware.com\/wp-content\/uploads\/2026\/05\/Pasos1-1-1280x960.png 1280w, https:\/\/monarchware.com\/wp-content\/uploads\/2026\/05\/Pasos1-1-980x735.png 980w, https:\/\/monarchware.com\/wp-content\/uploads\/2026\/05\/Pasos1-1-480x360.png 480w\" sizes=\"(min-width: 0px) and (max-width: 480px) 480px, (min-width: 481px) and (max-width: 980px) 980px, (min-width: 981px) and (max-width: 1280px) 1280px, (min-width: 1281px) 1448px, 100vw\" class=\"wp-image-4028\" \/><\/span><\/div>\n<\/div>\n\n<div class=\"et_pb_column_10 et_pb_column et_pb_column_1_2 et-last-child et_block_column et_pb_css_mix_blend_mode_passthrough\">\n<div class=\"et_pb_text_3 et_pb_text et_pb_bg_layout_light et_pb_module et_block_module number\"><div class=\"et_pb_text_inner\"><p>1<\/p>\n<\/div><\/div>\n\n<div class=\"et_pb_text_4 et_pb_text et_pb_bg_layout_light et_pb_module et_block_module\"><div class=\"et_pb_text_inner\"><h1>Upload your files<\/h1>\n<div class=\"col-lg-6\">\n<div class=\"hero-title pr-lg-5\">\n<p class=\"text-muted mb-4 pb-2\">Upload all the important documents of your business: contracts, operating manuals, product catalogs, standardized recipes, records, internal policies, invoices, presentations, or any file your team frequently consults. We support PDFs, Word documents, text files, scanned images (even photos taken with a phone), and even web pages\u2014you just paste the link and you\u2019re done.<\/p>\n<p class=\"text-muted mb-4 pb-2\">Your files are organized and available whenever you need them, whether there are five or five hundred. You don\u2019t need to sort them into folders or label them: our system automatically understands the content of each one and prepares them to answer anything.<\/p>\n<\/div>\n<\/div>\n<\/div><\/div>\n<\/div>\n<\/div>\n\n<div class=\"et_pb_row_5 et_pb_row et_block_row molti-custom-tabs-content-2\">\n<div class=\"et_pb_column_11 et_pb_column et_pb_column_1_2 et_block_column et_pb_css_mix_blend_mode_passthrough\">\n<div class=\"et_pb_image_3 et_pb_image et_pb_module et_block_module\"><span class=\"et_pb_image_wrap\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/monarchware.com\/wp-content\/uploads\/2026\/05\/Pasos2.png\" title=\"Pasos2\" width=\"1448\" height=\"1086\" srcset=\"https:\/\/monarchware.com\/wp-content\/uploads\/2026\/05\/Pasos2.png 1448w, https:\/\/monarchware.com\/wp-content\/uploads\/2026\/05\/Pasos2-1280x960.png 1280w, https:\/\/monarchware.com\/wp-content\/uploads\/2026\/05\/Pasos2-980x735.png 980w, https:\/\/monarchware.com\/wp-content\/uploads\/2026\/05\/Pasos2-480x360.png 480w\" sizes=\"(min-width: 0px) and (max-width: 480px) 480px, (min-width: 481px) and (max-width: 980px) 980px, (min-width: 981px) and (max-width: 1280px) 1280px, (min-width: 1281px) 1448px, 100vw\" class=\"wp-image-4029\" \/><\/span><\/div>\n<\/div>\n\n<div class=\"et_pb_column_12 et_pb_column et_pb_column_1_2 et-last-child et_block_column et_pb_css_mix_blend_mode_passthrough\">\n<div class=\"et_pb_text_5 et_pb_text et_pb_bg_layout_light et_pb_module et_block_module number\"><div class=\"et_pb_text_inner\"><p>2<\/p>\n<\/div><\/div>\n\n<div class=\"et_pb_text_6 et_pb_text et_pb_bg_layout_light et_pb_module et_block_module\"><div class=\"et_pb_text_inner\"><h1>Ask your question<\/h1>\n<div class=\"col-lg-6\">\n<div class=\"hero-title pr-lg-5\">\n<p class=\"text-muted mb-4 pb-2\">Ask in your own language, as if you were talking to a coworker. You don\u2019t need to use specific keywords, remember the file name, or know which page the information is on. Ask things like \u201cwhat is the return policy of supplier X?\u201d, \u201chow much does it cost to produce the chicken dish?\u201d, or \u201cwhat does the contract say about payment terms?\u201d.<\/p>\n<p class=\"text-muted mb-4 pb-2\">If after the answer you still have another question, you can continue the conversation naturally. The Chat remembers what you\u2019ve already discussed and understands follow-up questions like \u201cand in the previous case?\u201d or \u201cgive me more detail about the last one.\u201d It\u2019s a conversation, not a search engine.<\/p>\n<\/div>\n<\/div>\n<\/div><\/div>\n<\/div>\n<\/div>\n\n<div class=\"et_pb_row_6 et_pb_row et_block_row molti-custom-tabs-content-3\">\n<div class=\"et_pb_column_13 et_pb_column et_pb_column_1_2 et_block_column et_pb_css_mix_blend_mode_passthrough\">\n<div class=\"et_pb_image_4 et_pb_image et_pb_module et_block_module\"><span class=\"et_pb_image_wrap\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/monarchware.com\/wp-content\/uploads\/2026\/05\/Pasos3.png\" title=\"Pasos3\" width=\"1448\" height=\"1086\" srcset=\"https:\/\/monarchware.com\/wp-content\/uploads\/2026\/05\/Pasos3.png 1448w, https:\/\/monarchware.com\/wp-content\/uploads\/2026\/05\/Pasos3-1280x960.png 1280w, https:\/\/monarchware.com\/wp-content\/uploads\/2026\/05\/Pasos3-980x735.png 980w, https:\/\/monarchware.com\/wp-content\/uploads\/2026\/05\/Pasos3-480x360.png 480w\" sizes=\"(min-width: 0px) and (max-width: 480px) 480px, (min-width: 481px) and (max-width: 980px) 980px, (min-width: 981px) and (max-width: 1280px) 1280px, (min-width: 1281px) 1448px, 100vw\" class=\"wp-image-4030\" \/><\/span><\/div>\n<\/div>\n\n<div class=\"et_pb_column_14 et_pb_column et_pb_column_1_2 et-last-child et_block_column et_pb_css_mix_blend_mode_passthrough\">\n<div class=\"et_pb_text_7 et_pb_text et_pb_bg_layout_light et_pb_module et_block_module number\"><div class=\"et_pb_text_inner\"><p>3<\/p>\n<\/div><\/div>\n\n<div class=\"et_pb_text_8 et_pb_text et_pb_bg_layout_light et_pb_module et_block_module\"><div class=\"et_pb_text_inner\"><h1>Get the answer almost instantly<\/h1>\n<div class=\"col-lg-6\">\n<div class=\"hero-title pr-lg-5\">\n<p class=\"text-muted mb-4 pb-2\">In seconds, you get a clear answer, written naturally and always in Spanish. The response combines information from all relevant documents, so it doesn\u2019t matter if the data is on a single page or spread across multiple files: the system finds it, reads it, understands it, and delivers it in a summarized, easy-to-read way.<\/p>\n<p class=\"text-muted mb-4 pb-2\">You can ask it to summarize, compare, list, explain in simple terms, or go deeper into a specific point. It works like an assistant that has already read all your documents and is ready to help you whenever you need it.<\/p>\n<\/div>\n<\/div>\n<\/div><\/div>\n<\/div>\n<\/div>\n\n<div class=\"et_pb_row_7 et_pb_row et_block_row molti-custom-tabs-content-4\">\n<div class=\"et_pb_column_15 et_pb_column et_pb_column_1_2 et_block_column et_pb_css_mix_blend_mode_passthrough\">\n<div class=\"et_pb_image_5 et_pb_image et_pb_module et_block_module\"><span class=\"et_pb_image_wrap\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/monarchware.com\/wp-content\/uploads\/2026\/05\/Pasos4.png\" title=\"Pasos4\" width=\"1448\" height=\"1086\" srcset=\"https:\/\/monarchware.com\/wp-content\/uploads\/2026\/05\/Pasos4.png 1448w, https:\/\/monarchware.com\/wp-content\/uploads\/2026\/05\/Pasos4-1280x960.png 1280w, https:\/\/monarchware.com\/wp-content\/uploads\/2026\/05\/Pasos4-980x735.png 980w, https:\/\/monarchware.com\/wp-content\/uploads\/2026\/05\/Pasos4-480x360.png 480w\" sizes=\"(min-width: 0px) and (max-width: 480px) 480px, (min-width: 481px) and (max-width: 980px) 980px, (min-width: 981px) and (max-width: 1280px) 1280px, (min-width: 1281px) 1448px, 100vw\" class=\"wp-image-4031\" \/><\/span><\/div>\n<\/div>\n\n<div class=\"et_pb_column_16 et_pb_column et_pb_column_1_2 et-last-child et_block_column et_pb_css_mix_blend_mode_passthrough\">\n<div class=\"et_pb_text_9 et_pb_text et_pb_bg_layout_light et_pb_module et_block_module number\"><div class=\"et_pb_text_inner\"><p>4<\/p>\n<\/div><\/div>\n\n<div class=\"et_pb_text_10 et_pb_text et_pb_bg_layout_light et_pb_module et_block_module\"><div class=\"et_pb_text_inner\"><h1>Verify the source<\/h1>\n<div class=\"col-lg-6\">\n<div class=\"hero-title pr-lg-5\">\n<p class=\"text-muted mb-4 pb-2\">Each answer comes with the exact reference to the document the information was taken from. You can see the specific excerpts used to respond, giving you full transparency and confidence to make important decisions based on real data from your own business.<\/p>\n<p class=\"text-muted mb-4 pb-2\">It\u2019s like having an assistant that not only answers you, but also shows you exactly where each piece of data came from. No assumptions, no made-up information, no hidden errors. You decide when to trust the answer as is and when to open the original document to verify it.<\/p>\n<\/div>\n<\/div>\n<\/div><\/div>\n<\/div>\n<\/div>\n<\/div>","protected":false},"excerpt":{"rendered":"","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-3268","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/monarchware.com\/en\/wp-json\/wp\/v2\/pages\/3268","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/monarchware.com\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/monarchware.com\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/monarchware.com\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/monarchware.com\/en\/wp-json\/wp\/v2\/comments?post=3268"}],"version-history":[{"count":5,"href":"https:\/\/monarchware.com\/en\/wp-json\/wp\/v2\/pages\/3268\/revisions"}],"predecessor-version":[{"id":4048,"href":"https:\/\/monarchware.com\/en\/wp-json\/wp\/v2\/pages\/3268\/revisions\/4048"}],"wp:attachment":[{"href":"https:\/\/monarchware.com\/en\/wp-json\/wp\/v2\/media?parent=3268"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}