{"id":12651,"date":"2025-08-14T14:17:43","date_gmt":"2025-08-14T14:17:43","guid":{"rendered":"https:\/\/content-lead.com\/Lead\/?page_id=12651"},"modified":"2025-08-14T14:26:18","modified_gmt":"2025-08-14T14:26:18","slug":"beyond-rag-basics-strategies-and-best-practices-for-implementing-rag","status":"publish","type":"page","link":"https:\/\/content-lead.com\/Lead\/beyond-rag-basics-strategies-and-best-practices-for-implementing-rag\/","title":{"rendered":"Beyond RAG basics: Strategies and best practices for implementing RAG"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"12651\" class=\"elementor elementor-12651\" data-elementor-post-type=\"page\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4e417fb e-flex e-con-boxed e-con e-parent\" data-id=\"4e417fb\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-a3b9c5c e-con-full e-flex e-con e-child\" data-id=\"a3b9c5c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5646e1b elementor-widget elementor-widget-image\" data-id=\"5646e1b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"500\" height=\"172\" src=\"https:\/\/content-lead.com\/Lead\/wp-content\/uploads\/2025\/08\/7ab96c3d-elastic-logo_10dw04s000000000000000.png\" class=\"attachment-full size-full wp-image-12624\" alt=\"\" srcset=\"https:\/\/content-lead.com\/Lead\/wp-content\/uploads\/2025\/08\/7ab96c3d-elastic-logo_10dw04s000000000000000.png 500w, https:\/\/content-lead.com\/Lead\/wp-content\/uploads\/2025\/08\/7ab96c3d-elastic-logo_10dw04s000000000000000-300x103.png 300w\" sizes=\"(max-width: 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data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-83695e6 e-con-full e-flex e-con e-child\" data-id=\"83695e6\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e64b8e0 elementor-widget elementor-widget-text-editor\" data-id=\"e64b8e0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tON-DEMAND WEBINAR\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-55a7f08 elementor-widget elementor-widget-heading\" data-id=\"55a7f08\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Beyond RAG basics: Strategies and best practices for implementing RAG\n\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-45ba13c elementor-widget elementor-widget-text-editor\" data-id=\"45ba13c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tHosted by:\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-0c18ffd e-con-full e-flex e-con e-child\" data-id=\"0c18ffd\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-ed8e426 e-con-full e-flex e-con e-child\" data-id=\"ed8e426\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a02b590 elementor-position-top elementor-widget elementor-widget-image-box\" data-id=\"a02b590\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-image-box-wrapper\"><figure class=\"elementor-image-box-img\"><img decoding=\"async\" width=\"200\" height=\"200\" src=\"https:\/\/content-lead.com\/Lead\/wp-content\/uploads\/2025\/08\/a27c452c-headshot-maxime-voisin-cohere-300x300_105k05k000000000000000.jpg\" class=\"attachment-full size-full wp-image-12653\" alt=\"\" srcset=\"https:\/\/content-lead.com\/Lead\/wp-content\/uploads\/2025\/08\/a27c452c-headshot-maxime-voisin-cohere-300x300_105k05k000000000000000.jpg 200w, https:\/\/content-lead.com\/Lead\/wp-content\/uploads\/2025\/08\/a27c452c-headshot-maxime-voisin-cohere-300x300_105k05k000000000000000-150x150.jpg 150w\" sizes=\"(max-width: 200px) 100vw, 200px\" \/><\/figure><div class=\"elementor-image-box-content\"><p class=\"elementor-image-box-description\">Maxime Voisin<br>\nSenior Product Manager<br>\nCohere<\/p><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-99f5d95 e-con-full e-flex e-con e-child\" data-id=\"99f5d95\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5396008 elementor-position-top elementor-widget elementor-widget-image-box\" data-id=\"5396008\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-image-box-wrapper\"><figure class=\"elementor-image-box-img\"><img decoding=\"async\" width=\"200\" height=\"200\" src=\"https:\/\/content-lead.com\/Lead\/wp-content\/uploads\/2025\/08\/81163a50-headshot-lily-adler-300x300_105k05k000000000000000.jpg\" class=\"attachment-full size-full wp-image-12654\" alt=\"\" srcset=\"https:\/\/content-lead.com\/Lead\/wp-content\/uploads\/2025\/08\/81163a50-headshot-lily-adler-300x300_105k05k000000000000000.jpg 200w, https:\/\/content-lead.com\/Lead\/wp-content\/uploads\/2025\/08\/81163a50-headshot-lily-adler-300x300_105k05k000000000000000-150x150.jpg 150w\" sizes=\"(max-width: 200px) 100vw, 200px\" \/><\/figure><div class=\"elementor-image-box-content\"><p class=\"elementor-image-box-description\">Lily Adler<br>\nPrincipal Solutions<br> Architect<br>\nElastic<\/p><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b871df4 elementor-widget elementor-widget-text-editor\" data-id=\"b871df4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tOverview\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0c59200 elementor-widget elementor-widget-text-editor\" data-id=\"0c59200\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tJoin us to explore advanced techniques in retrieval augmented generation (RAG). This talk is for developers, data scientists, and AI enthusiasts, and provides essential insights to elevate your RAG systems.\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3702900 elementor-widget elementor-widget-text-editor\" data-id=\"3702900\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tIf you&#8217;ve played around with RAG, and are looking to optimize existing implementations, our speakers will discuss practical steps to help you build RAG-based systems that run in production and at scale.\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-511371d elementor-widget elementor-widget-text-editor\" data-id=\"511371d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tWe&#8217;ll take a look at the retrieval phase, covering topics such as: chunking strategies, selecting embedding models, and evaluating performance. We&#8217;ll also cover topics related to advanced generative techniques, access control, and performance evaluation to ensure that your system works for the right users at a sensible cost.\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cefe9e7 elementor-widget elementor-widget-text-editor\" data-id=\"cefe9e7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tRegister today to learn about the latest patterns and techniques for superior RAG performance!\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3baf8f2 elementor-widget elementor-widget-text-editor\" data-id=\"3baf8f2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tHighlights\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2705089 elementor-widget elementor-widget-text-editor\" data-id=\"2705089\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul><li><strong>Building your retrieval pipeline:<\/strong>\u00a0Strategies for data organization, chunking, and model selection<\/li><li><strong>Integrating data with generative AI:<\/strong>\u00a0Seamless data passing, multi-query techniques, and use cases<\/li><li><strong>Deploying RAG systems:<\/strong>\u00a0Environment options, total cost of ownership, and interface design<\/li><li><strong>Introduction to Elastic &amp; Cohere:<\/strong>\u00a0Overview of powerful tools to enhance RAG<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-152b453 e-con-full form-box e-flex e-con e-child\" data-id=\"152b453\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4d34f4a elementor-widget elementor-widget-heading\" data-id=\"4d34f4a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Register to watch\n\n\n\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7b50ad5 elementor-widget elementor-widget-text-editor\" data-id=\"7b50ad5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tYou&#8217;ll also receive an email with related content.\n\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f77a239 elementor-widget elementor-widget-html\" data-id=\"f77a239\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<script type=\"text\/javascript\">var gform;gform||(document.addEventListener(\"gform_main_scripts_loaded\",function(){gform.scriptsLoaded=!0}),window.addEventListener(\"DOMContentLoaded\",function(){gform.domLoaded=!0}),gform={domLoaded:!1,scriptsLoaded:!1,initializeOnLoaded:function(o){gform.domLoaded&&gform.scriptsLoaded?o():!gform.domLoaded&&gform.scriptsLoaded?window.addEventListener(\"DOMContentLoaded\",o):document.addEventListener(\"gform_main_scripts_loaded\",o)},hooks:{action:{},filter:{}},addAction:function(o,n,r,t){gform.addHook(\"action\",o,n,r,t)},addFilter:function(o,n,r,t){gform.addHook(\"filter\",o,n,r,t)},doAction:function(o){gform.doHook(\"action\",o,arguments)},applyFilters:function(o){return 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d&#039;Ivoire' >C\u00f4te d&#039;Ivoire<\/option><option value='Denmark' >Denmark<\/option><option value='Djibouti' >Djibouti<\/option><option value='Dominica' >Dominica<\/option><option value='Dominican Republic' >Dominican Republic<\/option><option value='Ecuador' >Ecuador<\/option><option value='Egypt' >Egypt<\/option><option value='El Salvador' >El Salvador<\/option><option value='Equatorial Guinea' >Equatorial Guinea<\/option><option value='Eritrea' >Eritrea<\/option><option value='Estonia' >Estonia<\/option><option value='Eswatini' >Eswatini<\/option><option value='Ethiopia' >Ethiopia<\/option><option value='Falkland Islands' >Falkland Islands<\/option><option value='Faroe Islands' >Faroe Islands<\/option><option value='Fiji' >Fiji<\/option><option value='Finland' >Finland<\/option><option value='France' >France<\/option><option value='French Guiana' >French Guiana<\/option><option value='French Polynesia' >French Polynesia<\/option><option value='French Southern Territories' >French Southern Territories<\/option><option value='Gabon' >Gabon<\/option><option value='Gambia' >Gambia<\/option><option value='Georgia' >Georgia<\/option><option value='Germany' >Germany<\/option><option value='Ghana' >Ghana<\/option><option value='Gibraltar' >Gibraltar<\/option><option value='Greece' >Greece<\/option><option value='Greenland' >Greenland<\/option><option value='Grenada' >Grenada<\/option><option value='Guadeloupe' >Guadeloupe<\/option><option value='Guam' >Guam<\/option><option value='Guatemala' >Guatemala<\/option><option value='Guernsey' >Guernsey<\/option><option value='Guinea' >Guinea<\/option><option value='Guinea-Bissau' >Guinea-Bissau<\/option><option value='Guyana' >Guyana<\/option><option value='Haiti' >Haiti<\/option><option value='Heard Island and McDonald Islands' >Heard Island and McDonald Islands<\/option><option value='Holy See' >Holy See<\/option><option value='Honduras' >Honduras<\/option><option value='Hong Kong' >Hong Kong<\/option><option value='Hungary' >Hungary<\/option><option value='Iceland' >Iceland<\/option><option value='India' >India<\/option><option value='Indonesia' >Indonesia<\/option><option value='Iran' >Iran<\/option><option value='Iraq' >Iraq<\/option><option value='Ireland' >Ireland<\/option><option value='Isle of Man' >Isle of Man<\/option><option value='Israel' >Israel<\/option><option value='Italy' >Italy<\/option><option value='Jamaica' >Jamaica<\/option><option value='Japan' >Japan<\/option><option value='Jersey' >Jersey<\/option><option value='Jordan' >Jordan<\/option><option value='Kazakhstan' >Kazakhstan<\/option><option value='Kenya' >Kenya<\/option><option value='Kiribati' >Kiribati<\/option><option value='Korea, Democratic People&#039;s Republic of' >Korea, Democratic People&#039;s Republic of<\/option><option value='Korea, Republic of' >Korea, Republic of<\/option><option value='Kuwait' >Kuwait<\/option><option value='Kyrgyzstan' >Kyrgyzstan<\/option><option value='Lao People&#039;s Democratic Republic' >Lao People&#039;s Democratic Republic<\/option><option value='Latvia' >Latvia<\/option><option value='Lebanon' >Lebanon<\/option><option value='Lesotho' >Lesotho<\/option><option value='Liberia' >Liberia<\/option><option value='Libya' >Libya<\/option><option value='Liechtenstein' >Liechtenstein<\/option><option value='Lithuania' >Lithuania<\/option><option value='Luxembourg' >Luxembourg<\/option><option value='Macao' >Macao<\/option><option value='Madagascar' >Madagascar<\/option><option value='Malawi' >Malawi<\/option><option value='Malaysia' >Malaysia<\/option><option value='Maldives' >Maldives<\/option><option value='Mali' >Mali<\/option><option value='Malta' >Malta<\/option><option value='Marshall Islands' >Marshall Islands<\/option><option value='Martinique' >Martinique<\/option><option value='Mauritania' >Mauritania<\/option><option value='Mauritius' >Mauritius<\/option><option value='Mayotte' >Mayotte<\/option><option value='Mexico' >Mexico<\/option><option value='Micronesia' >Micronesia<\/option><option value='Moldova' >Moldova<\/option><option value='Monaco' >Monaco<\/option><option value='Mongolia' >Mongolia<\/option><option value='Montenegro' >Montenegro<\/option><option value='Montserrat' >Montserrat<\/option><option value='Morocco' >Morocco<\/option><option value='Mozambique' >Mozambique<\/option><option value='Myanmar' >Myanmar<\/option><option value='Namibia' >Namibia<\/option><option value='Nauru' >Nauru<\/option><option value='Nepal' >Nepal<\/option><option value='Netherlands' >Netherlands<\/option><option value='New Caledonia' >New Caledonia<\/option><option value='New Zealand' >New Zealand<\/option><option value='Nicaragua' >Nicaragua<\/option><option value='Niger' >Niger<\/option><option value='Nigeria' >Nigeria<\/option><option value='Niue' >Niue<\/option><option value='Norfolk Island' >Norfolk Island<\/option><option value='North Macedonia' >North Macedonia<\/option><option value='Northern Mariana Islands' >Northern Mariana Islands<\/option><option value='Norway' >Norway<\/option><option value='Oman' >Oman<\/option><option value='Pakistan' >Pakistan<\/option><option value='Palau' >Palau<\/option><option value='Palestine, State of' >Palestine, State of<\/option><option value='Panama' >Panama<\/option><option value='Papua New Guinea' >Papua New Guinea<\/option><option value='Paraguay' >Paraguay<\/option><option value='Peru' >Peru<\/option><option value='Philippines' >Philippines<\/option><option value='Pitcairn' >Pitcairn<\/option><option value='Poland' >Poland<\/option><option value='Portugal' >Portugal<\/option><option value='Puerto Rico' >Puerto Rico<\/option><option value='Qatar' >Qatar<\/option><option value='Romania' >Romania<\/option><option value='Russian Federation' >Russian Federation<\/option><option value='Rwanda' >Rwanda<\/option><option value='R\u00e9union' >R\u00e9union<\/option><option value='Saint Barth\u00e9lemy' >Saint Barth\u00e9lemy<\/option><option value='Saint Helena, Ascension and Tristan da Cunha' >Saint Helena, Ascension and Tristan da Cunha<\/option><option value='Saint Kitts and Nevis' >Saint Kitts and Nevis<\/option><option value='Saint Lucia' >Saint Lucia<\/option><option value='Saint Martin' >Saint Martin<\/option><option value='Saint Pierre and Miquelon' >Saint Pierre and Miquelon<\/option><option value='Saint Vincent and the Grenadines' >Saint Vincent and the Grenadines<\/option><option value='Samoa' >Samoa<\/option><option value='San Marino' >San Marino<\/option><option value='Sao Tome and Principe' >Sao Tome and Principe<\/option><option value='Saudi Arabia' >Saudi Arabia<\/option><option value='Senegal' >Senegal<\/option><option value='Serbia' >Serbia<\/option><option value='Seychelles' >Seychelles<\/option><option value='Sierra Leone' >Sierra Leone<\/option><option value='Singapore' >Singapore<\/option><option value='Sint Maarten' >Sint Maarten<\/option><option value='Slovakia' >Slovakia<\/option><option value='Slovenia' >Slovenia<\/option><option value='Solomon Islands' >Solomon Islands<\/option><option value='Somalia' >Somalia<\/option><option value='South Africa' >South Africa<\/option><option value='South Georgia and the South Sandwich Islands' >South Georgia and the South Sandwich Islands<\/option><option value='South Sudan' >South Sudan<\/option><option value='Spain' >Spain<\/option><option value='Sri Lanka' >Sri Lanka<\/option><option value='Sudan' >Sudan<\/option><option value='Suriname' >Suriname<\/option><option value='Svalbard and Jan Mayen' >Svalbard and Jan Mayen<\/option><option value='Sweden' >Sweden<\/option><option value='Switzerland' >Switzerland<\/option><option value='Syria Arab Republic' >Syria Arab Republic<\/option><option value='Taiwan' >Taiwan<\/option><option value='Tajikistan' >Tajikistan<\/option><option value='Tanzania, the United Republic of' >Tanzania, the United Republic of<\/option><option value='Thailand' >Thailand<\/option><option value='Timor-Leste' >Timor-Leste<\/option><option value='Togo' >Togo<\/option><option value='Tokelau' >Tokelau<\/option><option value='Tonga' >Tonga<\/option><option value='Trinidad and Tobago' >Trinidad and Tobago<\/option><option value='Tunisia' >Tunisia<\/option><option value='Turkmenistan' >Turkmenistan<\/option><option value='Turks and Caicos Islands' >Turks and Caicos Islands<\/option><option value='Tuvalu' >Tuvalu<\/option><option value='T\u00fcrkiye' >T\u00fcrkiye<\/option><option value='US Minor Outlying Islands' >US Minor Outlying Islands<\/option><option value='Uganda' >Uganda<\/option><option value='Ukraine' >Ukraine<\/option><option value='United Arab Emirates' >United Arab Emirates<\/option><option value='United Kingdom' >United Kingdom<\/option><option value='United States' >United States<\/option><option value='Uruguay' >Uruguay<\/option><option value='Uzbekistan' >Uzbekistan<\/option><option value='Vanuatu' >Vanuatu<\/option><option value='Venezuela' >Venezuela<\/option><option value='Viet Nam' >Viet Nam<\/option><option 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elementor-widget elementor-widget-text-editor\" data-id=\"1b550f6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tCopyright \u00a9 2025 Content Lead, All Rights Reserved.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>ON-DEMAND WEBINAR Beyond RAG basics: Strategies and best practices for implementing RAG Hosted by: Maxime Voisin Senior Product Manager Cohere Lily Adler Principal Solutions Architect Elastic OverviewJoin us to explore advanced techniques in retrieval augmented generation (RAG). This talk is for developers, data scientists, and AI enthusiasts, and provides essential insights to elevate your RAG [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"footnotes":""},"language":[],"class_list":["post-12651","page","type-page","status-publish","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/content-lead.com\/Lead\/wp-json\/wp\/v2\/pages\/12651","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/content-lead.com\/Lead\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/content-lead.com\/Lead\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/content-lead.com\/Lead\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/content-lead.com\/Lead\/wp-json\/wp\/v2\/comments?post=12651"}],"version-history":[{"count":10,"href":"https:\/\/content-lead.com\/Lead\/wp-json\/wp\/v2\/pages\/12651\/revisions"}],"predecessor-version":[{"id":12664,"href":"https:\/\/content-lead.com\/Lead\/wp-json\/wp\/v2\/pages\/12651\/revisions\/12664"}],"wp:attachment":[{"href":"https:\/\/content-lead.com\/Lead\/wp-json\/wp\/v2\/media?parent=12651"}],"wp:term":[{"taxonomy":"language","embeddable":true,"href":"https:\/\/content-lead.com\/Lead\/wp-json\/wp\/v2\/language?post=12651"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}