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117<link rel='stylesheet' id='dynamic-css-css' href='https://opensearch.org/wp-content/uploads/salient/salient-dynamic-styles.css?ver=59689' media='all' />
118<style id="dynamic-css-inline-css">
119body[data-bg-header="true"].category .container-wrap,body[data-bg-header="true"].author .container-wrap,body[data-bg-header="true"].date .container-wrap,body[data-bg-header="true"].blog .container-wrap{padding-top:var(--container-padding)!important}.archive.author .row .col.section-title span,.archive.category .row .col.section-title span,.archive.tag .row .col.section-title span,.archive.date .row .col.section-title span{padding-left:0}body.author #page-header-wrap #page-header-bg,body.category #page-header-wrap #page-header-bg,body.tag #page-header-wrap #page-header-bg,body.date #page-header-wrap #page-header-bg{height:auto;padding-top:8%;padding-bottom:8%;}.archive #page-header-wrap{height:auto;}.archive.category .row .col.section-title p,.archive.tag .row .col.section-title p{margin-top:10px;}body[data-bg-header="true"].archive .container-wrap.meta_overlaid_blog,body[data-bg-header="true"].category .container-wrap.meta_overlaid_blog,body[data-bg-header="true"].author .container-wrap.meta_overlaid_blog,body[data-bg-header="true"].date .container-wrap.meta_overlaid_blog{padding-top:0!important;}#page-header-bg[data-alignment="center"] .span_6 p{margin:0 auto;}body.archive #page-header-bg:not(.fullscreen-header) .span_6{position:relative;-webkit-transform:none;transform:none;top:0;}.blog-archive-header .nectar-author-gravatar img{width:125px;border-radius:100px;}.blog-archive-header .container .span_12 p{font-size:min(max(calc(1.3vw),16px),20px);line-height:1.5;margin-top:.5em;}body .page-header-no-bg.color-bg{padding:5% 0;}@media only screen and (max-width:999px){body .page-header-no-bg.color-bg{padding:7% 0;}}@media only screen and (max-width:690px){body .page-header-no-bg.color-bg{padding:9% 0;}.blog-archive-header .nectar-author-gravatar img{width:75px;}}.blog-archive-header.color-bg .col.section-title{border-bottom:0;padding:0;}.blog-archive-header.color-bg *{color:inherit!important;}.nectar-archive-tax-count{position:relative;padding:.5em;transform:translateX(0.25em) translateY(-0.75em);font-size:clamp(14px,0.3em,20px);display:inline-block;vertical-align:super;}.nectar-archive-tax-count:before{content:"";display:block;padding-bottom:100%;width:100%;position:absolute;top:50%;left:50%;transform:translate(-50%,-50%);border-radius:100px;background-color:currentColor;opacity:0.1;}@media only screen and (min-width:1000px){body #ajax-content-wrap.no-scroll{min-height:calc(100vh - 80px);height:calc(100vh - 80px)!important;}}@media only screen and (min-width:1000px){#page-header-wrap.fullscreen-header,#page-header-wrap.fullscreen-header #page-header-bg,html:not(.nectar-box-roll-loaded) .nectar-box-roll > #page-header-bg.fullscreen-header,.nectar_fullscreen_zoom_recent_projects,#nectar_fullscreen_rows:not(.afterLoaded) > div{height:calc(100vh - 79px);}.wpb_row.vc_row-o-full-height.top-level,.wpb_row.vc_row-o-full-height.top-level > .col.span_12{min-height:calc(100vh - 79px);}html:not(.nectar-box-roll-loaded) .nectar-box-roll > #page-header-bg.fullscreen-header{top:80px;}.nectar-slider-wrap[data-fullscreen="true"]:not(.loaded),.nectar-slider-wrap[data-fullscreen="true"]:not(.loaded) .swiper-container{height:calc(100vh - 78px)!important;}.admin-bar .nectar-slider-wrap[data-fullscreen="true"]:not(.loaded),.admin-bar .nectar-slider-wrap[data-fullscreen="true"]:not(.loaded) .swiper-container{height:calc(100vh - 78px - 32px)!important;}}.admin-bar[class*="page-template-template-no-header"] .wpb_row.vc_row-o-full-height.to

119p-level,.admin-bar[class*="page-template-template-no-header"] .wpb_row.vc_row-o-full-height.top-level > .col.span_12{min-height:calc(100vh - 32px);}body[class*="page-template-template-no-header"] .wpb_row.vc_row-o-full-height.top-level,body[class*="page-template-template-no-header"] .wpb_row.vc_row-o-full-height.top-level > .col.span_12{min-height:100vh;}@media only screen and (max-width:999px){.using-mobile-browser #nectar_fullscreen_rows:not(.afterLoaded):not([data-mobile-disable="on"]) > div{height:calc(100vh - 116px);}.using-mobile-browser .wpb_row.vc_row-o-full-height.top-level,.using-mobile-browser .wpb_row.vc_row-o-full-height.top-level > .col.span_12,[data-permanent-transparent="1"].using-mobile-browser .wpb_row.vc_row-o-full-height.top-level,[data-permanent-transparent="1"].using-mobile-browser .wpb_row.vc_row-o-full-height.top-level > .col.span_12{min-height:calc(100vh - 116px);}html:not(.nectar-box-roll-loaded) .nectar-box-roll > #page-header-bg.fullscreen-header,.nectar_fullscreen_zoom_recent_projects,.nectar-slider-wrap[data-fullscreen="true"]:not(.loaded),.nectar-slider-wrap[data-fullscreen="true"]:not(.loaded) .swiper-container,#nectar_fullscreen_rows:not(.afterLoaded):not([data-mobile-disable="on"]) > div{height:calc(100vh - 63px);}.wpb_row.vc_row-o-full-height.top-level,.wpb_row.vc_row-o-full-height.top-level > .col.span_12{min-height:calc(100vh - 63px);}body[data-transparent-header="false"] #ajax-content-wrap.no-scroll{min-height:calc(100vh - 63px);height:calc(100vh - 63px);}}.screen-reader-text,.nectar-skip-to-content:not(:focus){border:0;clip:rect(1px,1px,1px,1px);clip-path:inset(50%);height:1px;margin:-1px;overflow:hidden;padding:0;position:absolute!important;width:1px;word-wrap:normal!important;}.row .col img:not([srcset]){width:auto;}.row .col img.img-with-animation.nectar-lazy:not([srcset]){width:100%;}
120/* GENERAL INFORMATION 
121
122******** COLORS  ********
123
124**** PRIMARY  ****
125LIGHT BLUE: #057eb6;
126MEDIUM BLUE: #005eb8;
127DARK BLUE: ##003551;
128PURPLE: #963cbd;
129
130*/
131
132/* HEADER NAVIGATION FOR DESKTOP LARGE SCREENS */
133@media only screen and (min-width: 999px) {
134	#header-outer .container .row {
135		/* border-bottom: 4px solid #dee2e6; */
136	}
137
138	body[data-button-style*="slightly_rounded"] #top nav>ul>li[class*="button_solid_color"]>a::before {
139		border-radius: 30px !important;
140	}
141
142	#search-btn a {
143		background: #0085b8;
144		padding: 10px !important;
145		border-radius: 50%;
146	}
147
148	.icon-salient-search::before {
149		color: #ffffff;
150		font-size: 26px;
151	}
152
153	#header-outer .nectar-menu-label:before {
154		background-color: #ffffff;
155	}
156
157	.nectar-menu-label {
158		margin-left: 0;
159		padding-left: 0;
160	}
161
162	#header-outer header .nectar-menu-icon-img {
163		width: 32px;
164	}
165
166	.megamenu .sub-menu * {
167		vertical-align: top;
168	}
169
170	.hidden-header .menu-title-text {
171		display: none;
172	}
173
174	.hidden-header .sub-menu .menu-title-text {
175		display: block;
176	}
177
178	.mega-menu-header .menu-title-text {
179		color: #003551;
180		font-family: "Open Sans Condensed";
181		margin-bottom: 20px;
182		font-size: 30px;
183		font-weight: 700;
184		text-decoration: none;
185	}
186
187	.sub-menu .sub-menu .menu-title-text {
188		font-size: 21px;
189		color: #006d97;
190	}
191
192	.mega-menu-header .item_desc,
193	.nectar-menu-label.nectar-pseudo-expand {
194		color: #003551 !important;
195		font-size: 15px !important;
196		font-weight: 600;
197		line-height: 24px;
198		word-wrap: break-word;
199	}
200
201	.sub-menu .sub-menu li.menu-item {
202		padding: 0;
203	}
204
205	.sf-menu li {
206		margin: 10px 0;
207	}
208
209	.sub-menu .sub-menu {
210		padding: 15px 0 !important;
211	}
212
213	.sub-menu .sub-menu .sub-menu {
214		margin-left: 48px !important;
215	}
216
217	.sub-menu .sub-menu .sub-menu li {
218		margin: 0;
219	}
220
221	.sub-menu .sub-menu .sub-menu a {
222		padding: 0 !important;
223	}
224
225	.sub-menu .sub-menu .sub-menu .menu-title-text {
226		color: #003551;
227		font-size: 15px;
228		font-weight: 600;
229		line-height: 24px;
230	}
231
232	.sub-menu .sub-menu .sub-menu li.menu-item {
233		padding: 0;
234		margin: 0;
235	}
236
237	body #header-outer #top nav .sf-menu ul li:hover>a .item_desc {
238		color: #003551 !important;
239	}
240
241	.sub-menu .button_solid_color {
242		width: 100%;
243		height: 100%;
244		background-color: #f4f8fb;
245		box-shadow: 0px 4px 4px rgba(0, 0, 0, 0.25);
246		border-radius: 6px;
247		justify-content: center;
248		align-items: center;
249		gap: 10px;
250		display: inline-flex;
251		color: #003b5c;
252		font-size: 18px;
253		font-weight: 700;
254		line-height: 24px;
255	}
256
257	.sub-menu .button_solid_color:hover {
258		background-color: #ffffff !important;
259	}
260
261	.sub-menu .button_solid_color:hover span {
262		background-color: #ffffff !important;
263		color: #00a3e0 !important;
264	}
265
266	.mega-menu-header a.hashtag-link {
267		cursor: default;
268	}
269
270	.sub-menu .sf-sub-indicator {
271		display: none !important;
272	}
273
274	.min-header-height .hashtag-link.sf-with-ul {
275		height: 36px !important;
276	}
277}
278
279/* ICONS WITH TEXT */
280
281.centered-icons .iwt-icon {
282	align-content: center;
283	justify-content: center;

284	display: flex;
285}
286
287.centered-icons .iwithtext .iwt-icon {
288	position: inherit;
289}
290
291.centered-icons .iwithtext .iwt-text {
292	padding-left: 0;
293	text-align: center;
294	display: flex;
295	justify-content: center;
296}
297
298.centered-icons .iwithtext .iwt-icon img {
299	width: 100px !important;
300}
301
302/* THE EVENTS CALENDAR */
303.tribe-events-single ul.tribe-related-events li,
304.tribe-events-single ul.tribe-related-events li:last-child {
305	margin: 2% 0 2% 0;
306}
307
308.tribe-related-event-info {
309	padding: 0 10px 0 !important;
310}
311
312/* ARTIFACTS */
313
314.tree,
315.tree ul {
316	margin: 0;
317	padding: 0;
318	list-style: none;
319}
320
321.tree ul {
322	margin-left: 1em;
323	position: relative;
324}
325
326.tree ul ul {
327	margin-left: 0.5em;
328}
329
330.tree ul:before {
331	content: "";
332	display: block;
333	width: 0;
334	position: absolute;
335	top: 0;
336	bottom: 0;
337	left: 0;
338	border-left: 1px solid;
339}
340
341.tree li {
342	margin: 0;
343	line-height: 2em;
344	position: relative;
345}
346
347.tree li li {
348	padding: 0 1em;
349}
350
351.tree ul li:before {
352	content: "";
353	display: block;
354	width: 10px;
355	height: 0;
356	border-top: 1px solid;
357	margin-top: -1px;
358	position: absolute;
359	top: 1em;
360	left: 0;
361}
362
363.tree ul li:last-child:before {
364	background: #fff;
365	height: auto;
366	top: 1em;
367	bottom: 0;
368}
369
370.artifact-download-tree {
371	margin: 1em;
372	padding: 1em;
373	background-color: #fff;
374}
375
376.artifact-download-tree li {
377	max-width: 100%;
378	list-style: none;
379}
380
381.artifact-download-tree li a {
382	font-size: 18px;
383	color: #002a3a;
384}
385
386.artifact-download-tree small, .artifact-download-tree small a {
387	font-size: 14px;
388}
389
390/* HUBSPOT FORM */
391.hubspot-form {
392	grid-row-gap: 1.5rem;
393	grid-column-gap: 1.5rem;
394	grid-template-columns: repeat(4, 1fr);
395	display: grid;
396	margin: 30px 0;
397}
398.hubspot-form select,
399.hubspot-form input {
400	background: transparent;
401	border-bottom: 2px solid #00121a;
402	border-radius: 0;
403	color: #00121a;
404	font-size: 16px;
405	height: 50px;
406	line-height: 105%;
407	transition: all 0.25s ease;
408	width: 100%;
409}
410.hubspot-form label {
411	font-size: 16px;
412}
413.hubspot-form .input input {
414	font-size: 16px;
415	color: #00121a;
416}
417.hubspot-form select {
418	box-shadow: none;
419}
420.hs_form_country select.invalid,
421.hubspot-form input.invalid {
422	border-bottom: 2px dashed #00121a;
423}
424.hubspot-form ol,
425.hubspot-form ul,
426.hubspot-form li {
427	list-style: none;
428	margin: 0;
429}
430.hubspot-form .no-list.hs-error-msgs.inputs-list {
431	margin: 0;
432	margin-top: 0px;
433	font-size: 12px;
434	margin-top: 5px;
435	line-height: 18px;
436}
437.hubspot-form.contact .hs-form-booleancheckbox-display input {
438	height: 100% !important;
439	vertical-align: top;
440}
441.hubspot-form.contact .hs-form-booleancheckbox-display span {
442	margin-left: 30px;
443}
444.hubspot-form .hs-button.primary.large {
445	border: none;
446	text-transform: uppercase;
447	border-radius: 5px !important;
448}
449.hubspot-form .hs-form-checkbox-display input {
450	width: 15px;
451	height: 15px;
452}
453.hubspot-form .hs-risc_v_subscription_types span {
454	color: #ffffff;
455}
456.hubspot-form .hs-button.primary.large {
457	max-width: 250px;
458	background: #fdb515;
459	color: #000;
460}
461.hubspot-form .hs-form-checkbox:first-of-type {
462	padding-top: 10px;
463}
464.hubspot-form .hs-form-checkbox {
465	padding-bottom: 10px;
466}
467.hubspot-form .hs-button.primary.large:focus {
468	background: #fdb515 !important;
469}
470.hs_error_rollup {
471	display: none;
472}
473.hubspot-form .hs-form-booleancheckbox label {
474	font-size: 16px;
475	line-height: 22px;
476}
477.original[data-form-style="default"] .hubspot-form input[type="text"]:focus {
478	background-color: transparent;
479}
480.hubspot-form select option {
481	background: #ffffff;
482	color: #00121a;
483}
484.hubspot-form input::placeholder {
485	opacity: 1;
486	color: #00121a;
487	font-size: 16px;
488	height: 50px;
489	line-height: 105%;
490}
491.hubspot-form-privacy {
492	font-size: 16px;
493	line-height: 24px;
494}
495.hubspot-form.foundation .hs_message.hs-message.hs-fieldtype-textarea.field.hs-form-field {
496	grid-column: 1 / -1;
497}
498.hubspot-form.foundation .hs-fieldtype-textarea,
499.hubspot-form.foundation .hs-fieldtype-textarea::placeholder {
500	color: #00121a;
501	font-size: 16px;
502	line-height: 24px;
503	height: 100px;
504}
505.hubspot-form.foundation .legal-consent-container input {
506	height: auto;

507	width: 20px;
508	margin-left: 0;
509}
510.hubspot-form.foundation .legal-consent-container,
511.legal-consent-container {
512	font-size: 16px;
513	line-height: 26px;
514}
515.hubspot-form.foundation .legal-consent-container .field.hs-form-field {
516	margin-bottom: 0;
517}
518.hubspot-form .legal-consent-container,
519.hubspot-form .hs_submit.hs-submit {
520	grid-column: 1 / -1;
521}
522
523/* DOWNLOADS */
524.downloads-container a,
525.artifact-container-wrapper a {
526	text-decoration: underline;
527}
528
529.downloads-left {
530	padding-right: 10% !important;
531}
532
533.downloads-left .vc_custom_heading {
534	margin-bottom: 20px !important;
535}
536
537.downloads-left .vc_col-sm-4 {
538	justify-content: center;
539	flex-direction: column;
540	display: flex;
541}
542
543.extra-instructions-container {
544	width: 100%;
545	padding-left: 1%;
546	padding-right: 1%;
547}
548
549.downloads-next,
550.downloads-previous {
551	margin-right: 30px;
552}
553
554.dl-platform-select {
555	margin-bottom: 15px;
556}
557
558.artifact-container-wrapper {
559	padding-top: 0.75em;
560	border-top: 1px solid #ccd3d6;
561}
562
563hr {
564	border: 0;
565	border-top-width: 0px;
566	border-top-style: none;
567	border-top-color: currentcolor;
568	border-top: 1px solid #ccd3d6;
569	margin: 1rem 0;
570	color: inherit;
571	opacity: 0.25;
572}
573
574.artifact-container .download-panel .extra_links .cta {
575	font-size: 15px;
576	max-width: none;
577	margin: 15px 0;
578}
579
580.artifact-container .download-panel label,
581.artifact-container .download-panel .extra_links a {
582	font-size: 12px;
583	display: block;
584	line-height: 20px;
585}
586
587.cta,
588a.cta {
589	-webkit-appearance: none;
590	-moz-appearance: none;
591	background: #0053b8;
592	border: none;
593	border-radius: 5px;
594	color: #fff;
595	display: block;
596	-webkit-font-smoothing: subpixel-antialiased;
597	-moz-osx-font-smoothing: auto;
598	margin: 30px auto 0;
599	padding: 1em 1.5em;
600	text-align: center;
601	text-decoration: none;
602}
603
604.cta:hover {
605	opacity: 0.75;
606}
607
608.artifact-container .download-panel label,
609.artifact-container .download-panel .extra_links a {
610	font-size: 12px;
611	display: block;
612}
613
614.artifact-container .instruction-label {
615	margin: 0 0 2px;
616}
617
618.artifact-container .instruction-label a {
619	font-family: "Open Sans", "Segoe UI", Tahoma, sans-serif;
620	font-weight: 400;
621	font-size: 12px;
622	float: right;
623	margin-top: 6px;
624	line-height: 1;
625}
626
627.artifact-container .extra-instructions-group .highlight {
628	margin: 0 0 15px;
629}
630
631/* FOOTER */
632.footer .wpb_text_column p {
633	font-size: 15px;
634	font-weight: 600;
635	line-height: 24px;
636	height: 100px;
637}
638
639.right-footer-container .vc_column-inner {
640	margin-left: 25%;
641}
642
643.footer .copyright p {
644	font-size: 15px;
645	line-height: 24px;
646	font-weight: 400;
647}
648
649.social {
650	display: flex;
651	margin-left: 0;
652}
653
654.social li {
655	list-style: none;
656	margin: 0 20px;
657	font-size: 34px;
658}
659
660.nectar_hook_global_section_footer h2 {
661    margin: 1rem 0 !important;
662}
663
664/* CODE */
665.token.operator {
666    background: inherit !important;
667}
668
669/* MOBILE */
670
671@media only screen and (min-width: 999px) and (max-width: 1200px) {
672	.icon-salient-search::before {
673		font-size: 22px !important;
674	}
675
676	#top nav>ul>li>a {
677		font-size: 14px;
678	}
679}
680
681@media only screen and (max-width: 600px) {}
682
683@media only screen and (max-width: 999px) {
684	.hidden-header .menu-title-text {
685		display: block !important;
686	}
687
688	#slide-out-widget-area[data-dropdown-func="separate-dropdown-parent-link"] .off-canvas-menu-container li ul,
689	.material #slide-out-widget-area[class*="slide-out-from-right"] .off-canvas-menu-container li ul {
690		padding-left: 10px !important;
691	}
692
693	#slide-out-widget-area.slide-out-from-right {
694		padding-left: 23px !important;
695	}
696
697	#slide-out-widget-area.slide-out-from-right .off-canvas-menu-container li {
698		margin-top: 15px;
699		margin-bottom: 15px;
700	}
701
702	body #header-outer {
703		padding: 24px 0;
704	}
705
706	.menu-item.menu-item-type-custom.menu-item-object-custom {
707		margin: 10px 0 0 0 !important;
708		line-height: 20px;
709	}
710
711	.item_desc,
712	.nectar-menu-label.nectar-pseudo-expand {
713		display: none !important;
714	}
715
716	.nectar-menu-label {
717		font-size: 14px;
718		line-height: 22px;
719	}
720
721	body #slide-out-widget-area .nectar-menu-label::before {
722		background-color: #ffffff;
723	}
724
725	#slide-out-widget-area .inner .off-canvas-menu-container li a .item_desc {
726		opacity: 1;

727	}
728
729	.nectar-menu-label::before {
730		opacity: 0;
731	}
732
733	.mega-menu-header {
734		font-size: 14px !important;
735	}
736
737	.footer .wpb_text_column p {
738		height: auto;
739	}
740
741	.footer .copyright p {
742		font-size: 12px;
743		line-height: 16px;
744		font-weight: 400;
745	}
746
747	.right-footer-container .vc_column-inner {
748		margin-left: 0;
749	}
750
751	.right-footer-container .vc_column-inner * {
752		text-align: center !important;
753	}
754
755	.social {
756		justify-content: center;
757	}
758
759	.social li {
760		list-style: none;
761		margin: 0px 10px;
762		font-size: 24px;
763	}
764
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988		</ul>
989</li>
990		<li id="menu-item-3382" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-has-icon nectar-regular-menu-item menu-item-3382"><a href="https://opensearch.org/platform/os-search/" aria-haspopup="true" aria-expanded="false"><img src="data:image/svg+xml;charset=utf-8,%3Csvg%20xmlns%3D'http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg'%20viewBox%3D'0%200%20320%20320'%2F%3E" class="nectar-menu-icon-img" alt="" width="320" height="320" data-menu-img-src="https://opensearch.org/wp-content/uploads/2025/01/OpenSearch-Search.png" /><span class="menu-title-text">Search</span><span class="sf-sub-indicator"><i class="fa fa-angle-right icon-in-menu" aria-hidden="true"></i></span></a>
991		<ul class="sub-menu">
992			<li id="menu-item-3423" class="menu-item menu-item-type-custom menu-item-object-custom nectar-regular-menu-item menu-item-3423"><a href="https://opensearch.org/platform/e-commerce-search/"><span class="menu-title-text">E-Commerce</span></a></li>
993			<li id="menu-item-9176" class="menu-item menu-item-type-post_type menu-item-object-page nectar-regular-menu-item menu-item-9176"><a href="https://opensearch.org/enterprise-search/"><span class="menu-title-text">Enterprise Search</span></a></li>
994			<li id="menu-item-8452" class="menu-item menu-item-type-post_type menu-item-object-page nectar-regular-menu-item menu-item-8452"><a href="https://opensearch.org/platform/document-search/"><span class="menu-title-text">Document Search</span></a></li>
995			<li id="menu-item-6178" class="menu-item menu-item-type-custom menu-item-object-custom nectar-regular-menu-item menu-item-6178"><a href="https://opensearch.org/platform/search-relevance/"><span class="menu-title-text">Search Relevance</span></a></li>
996		</ul>
997</li>
998		<li id="menu-item-3381" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-has-icon nectar-regular-menu-item menu-item-3381"><a href="https://opensearch.org/platform/opensearch-observability/" aria-haspopup="true" aria-expanded="false"><img src="data:image/svg+xml;charset=utf-8,%3Csvg%20xmlns%3D'http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg'%20viewBox%3D'0%200%20320%20320'%2F%3E" class="nectar-menu-icon-img" alt="" width="320" height="320" data-menu-img-src="https://opensearch.org/wp-content/uploads/2025/01/OpenSearch-Observability.png" /><span class="menu-title-text">Observability</span><span class="sf-sub-indicator"><i class="fa fa-angle-right icon-in-menu" aria-hidden="true"></i></span></a>
999		<ul class="sub-menu">
1000			<li id="menu-item-9763" class="menu-item menu-item-type-post_type menu-item-object-page nectar-regular-menu-item menu-item-9763"><a href="https://opensearch.org/platform/observability-stack/"><span class="menu-title-text">Observability Stack</span></a></li>
1001			<li id="menu-item-3425" class="menu-item menu-item-type-custom menu-item-object-custom nectar-regular-menu-item menu-item-3425"><a href="https://opensearch.org/platform/performance-monitoring/"><span class="menu-title-text">Performance Monitoring</span></a></li>
1002			<li id="menu-item-8451" class="menu-item menu-item-type-post_type menu-item-object-page nectar-regular-menu-item menu-item-8451"><a href="https://opensearch.org/platform/log-analytics/"><span class="menu-title-text">Log Analytics</span></a></li>
1003		</ul>
1004</li>
1005		<li id="menu-item-3383" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-has-icon nectar-regular-menu-item menu-item-3383"><a href="https://opensearch.org/platform/security-analytics/" aria-haspopup="true" aria-expanded="false"><img src="data:image/svg+xml;charset=utf-8,%3Csvg%20xmlns%3D'http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg'%20viewBox%3D'0%200%20320%20320'%2F%3E" class="nectar-menu-icon-img" alt="" width="320" height="320" data-menu-img-src="https://opensearch.org/wp-content/uploads/2025/01/OpenSearch-Security.png" /><span class="menu-title-text">Security Analytics</span><span class="sf-sub-indicator"><i class="fa fa-angle-right icon-in-menu" aria-hidden="true"></i></span></a>
1006		<ul class="sub-menu">
1007			<li id="menu-item-8450" class="menu-item menu-item-type-post_type menu-item-object-page nectar-regular-menu-item menu-item-8450"><a href="https://opensearch.org/platform/threat-intelligence/"><span class="menu-title-text">Threat Intelligence</span></a></li>
1008			<li id="menu-item-3428" class="menu-item menu-item-type-custom menu-item-object-custom nectar-regular-menu-item menu-item-3428"><a href="https://opensearch.org/platform/event-correlation/"><span class="menu-title-text">Event Correlation</span></a></li>
1009		</ul>
1010</li>
1011	</ul>
1012</li>
1013	<li id="menu-item-3407" class="mega-menu-header menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children nectar-regular-menu-item menu-item-3407"><a href="#" aria-haspopup="true" aria-expanded="false"><span class="menu-title-text">Performance Benchmarks</span><span class="sf-sub-indicator"><i class="fa fa-angle-right icon-in-menu" aria-hidden="true"></i></span></a>
1014	<ul class="sub-menu">
1015		<li id="menu-item-3473" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-has-icon nectar-regular-menu-item menu-item-3473"><a href="/benchmarks/"><img src="data:image/svg+xml;charset=utf-8,%3Csvg%20xmlns%3D'http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg'%20viewBox%3D'0%200%2080%2081'%2F%3E" class="nectar-menu-icon-img" alt="" width="81" height="80" data-menu-img-src="https://opensearch.org/wp-content/uploads/2025/01/OpenSearch-PerformanceBenchmarks-Icon-1.png" /><span class="menu-title-text">View key performance metrics across different workloads</span></a></li>
1016		<li id="menu-item-3429" class="menu-item menu-item-type-custom menu-item-object-custom button_solid_color menu-item-3429"><a href="/benchmarks/"><span class="menu-title-text">View Data</span></a></li>
1017		<li id="menu-item-3476" class="mega-menu-header hidden-header min-header-height menu-item menu-item-type-custom menu-item-object-custom nectar-regular-menu-item menu-item-3476"><a href="#"><span class="menu-title-text">Roadmap</span></a></li>
1018		<li id="menu-item-3465" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-hidden-text nectar-regular-menu-item menu-item-3465"><a href="https://github.com/orgs/opensearch-project/projects/206"><div class="nectar-ext-menu-item style-default"><div class="image-layer-outer hover-default"><div class="image-layer"></div><div class="color-overlay"></div></div><div class="inner-content"><span class="title inherit-default"><span class="menu-title-text">Image</span></span></div></div></a></li>
1019		<li id="menu-item-3461" class="menu-item menu-item-type-custom menu-item-object-custom nectar-regular-menu-item menu-item-3461"><a href="https://github.com/orgs/opensearch-project/projects/206"><span class="menu-title-text">OpenSearch Project Roadmap</span><small class="item_desc">Explore our official project roadmap on GitHub</small></a></li>
1020	</ul>
1021</li>
1022</ul>
1023</li>
1024<li id="menu-item-1717" class="megamenu columns-3 menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children nectar-regular-menu-item sf-with-ul menu-item-1717"><a href="#" aria-haspopup="true" aria-expanded="false"><span class="menu-title-text">Community</span><span class="sf-sub-indicator"><i class="fa fa-angle-down icon-in-menu" aria-hidden="true"></i></span></a>
1025<ul class="sub-menu">
1026	<li id="menu-item-3441" class="mega-menu-header menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children nectar-regular-menu-item menu-item-3441"><a href="/community/" aria-haspopup="true" aria-expanded="false"><span class="menu-title-text">OpenSearch Community</span><span class="sf-sub-indicator"><i class="fa fa-angle-right icon-in-menu" aria-hidden="true"></i></span></a>
1027	<ul class="sub-menu">
1028		<li id="menu-item-3387" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-has-icon nectar-regular-menu-item menu-item-3387"><a href="https://forum.opensearch.org/"><img src="data:image/svg+xml;charset=utf-8,%3Csvg%20xmlns%3D'http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg'%20viewBox%3D'0%200%2081%2081'%2F%3E" class="nectar-menu-icon-img" alt="" width="81" height="81" data-menu-img-src="https://opensearch.org/wp-content/uploads/2025/01/OpenSearch-Forum-Icon.png" /><span class="menu-title-text">Forum</span><small class="item_desc">Find answers to your questions, help others in the community, and join the conversation.</small></a></li>
1029		<li id="menu-item-3388" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-has-icon nectar-regular-menu-item menu-item-3388"><a href="https://opensearch.org/events/"><img src="data:image/svg+xml;charset=utf-8,%3Csvg%20xmlns%3D'http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg'%20viewBox%3D'0%200%20320%20320'%2F%3E" class="nectar-menu-icon-img" alt="" width="320" height="320" data-menu-img-src="https://opensearch.org/wp-content/uploads/2025/01/OpenSearch-Events.png" /><span class="menu-title-text">Events</span><small class="item_desc">Community Meetings, Development Backlog &#038; Triage, in-person, and virtual events.</small></a></li>
1030		<li id="menu-item-6793" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-has-icon nectar-regular-menu-item menu-item-6793"><a href="https://opensearch.org/ambassadors/"><img src="data:image/svg+xml;charset=utf-8,%3Csvg%20xmlns%3D'http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg'%20viewBox%3D'0%200%202500%202500'%2F%3E" class="nectar-menu-icon-img" alt="" width="2500" height="2500" data-menu-img-src="https://opensearch.org/wp-content/uploads/2025/02/OpenSearch-Ambassad

1030or_Icon__v1-C-1024x1024.png" /><span class="menu-title-text">Ambassadors</span><small class="item_desc">Ambassadors Community leaders who share knowledge and grow OpenSearch.</small></a></li>
1031		<li id="menu-item-3446" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-has-icon nectar-regular-menu-item menu-item-3446"><a href="/solutions-providers/"><img src="data:image/svg+xml;charset=utf-8,%3Csvg%20xmlns%3D'http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg'%20viewBox%3D'0%200%2081%2081'%2F%3E" class="nectar-menu-icon-img" alt="" width="81" height="81" data-menu-img-src="https://opensearch.org/wp-content/uploads/2025/01/OpenSearch-Providers-Icon.png" /><span class="menu-title-text">Solutions Providers</span><small class="item_desc">Find open-source providers offering solutions and services.</small></a></li>
1032		<li id="menu-item-3447" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-has-icon nectar-regular-menu-item menu-item-3447"><a href="/community-projects/"><img src="data:image/svg+xml;charset=utf-8,%3Csvg%20xmlns%3D'http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg'%20viewBox%3D'0%200%2081%2081'%2F%3E" class="nectar-menu-icon-img" alt="" width="81" height="81" data-menu-img-src="https://opensearch.org/wp-content/uploads/2025/01/OpenSearch-Projects-Icon.png" /><span class="menu-title-text">Projects</span><small class="item_desc">Highlights of projects built by the community.</small></a></li>
1033		<li id="menu-item-3448" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-has-icon nectar-regular-menu-item menu-item-3448"><a href="/user-groups/"><img src="data:image/svg+xml;charset=utf-8,%3Csvg%20xmlns%3D'http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg'%20viewBox%3D'0%200%2081%2081'%2F%3E" class="nectar-menu-icon-img" alt="" width="81" height="81" data-menu-img-src="https://opensearch.org/wp-content/uploads/2025/01/OpenSearch-UserGroups-Icon.png" /><span class="menu-title-text">User Groups</span><small class="item_desc">Join the OpenSearch Project Meetup Network</small></a></li>
1034	</ul>
1035</li>
1036	<li id="menu-item-3444" class="mega-menu-header menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children nectar-regular-menu-item menu-item-3444"><a href="#" aria-haspopup="true" aria-expanded="false"><span class="menu-title-text">Community Resources</span><span class="sf-sub-indicator"><i class="fa fa-angle-right icon-in-menu" aria-hidden="true"></i></span></a>
1037	<ul class="sub-menu">
1038		<li id="menu-item-3390" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-has-icon nectar-regular-menu-item menu-item-3390"><a href="https://opensearch.org/slack/"><img src="data:image/svg+xml;charset=utf-8,%3Csvg%20xmlns%3D'http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg'%20viewBox%3D'0%200%20128%20128'%2F%3E" class="nectar-menu-icon-img" alt="" width="128" height="128" data-menu-img-src="https://opensearch.org/wp-content/uploads/2025/01/OpenSearch-Slack.png" /><span class="menu-title-text">Slack</span><small class="item_desc">Speak with other developers.</small></a></li>
1039		<li id="menu-item-3394" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-has-icon nectar-regular-menu-item menu-item-3394"><a href="https://github.com/opensearch-project"><img src="data:image/svg+xml;charset=utf-8,%3Csvg%20xmlns%3D'http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg'%20viewBox%3D'0%200%20144%20144'%2F%3E" class="nectar-menu-icon-img" alt="" width="144" height="144" data-menu-img-src="https://opensearch.org/wp-content/uploads/2025/01/OpenSearch-Github.png" /><span class="menu-title-text">GitHub Project Organization</span><small class="item_desc">Join us for in-person and virtual events to learn the latest about the project.</small></a></li>
1040	</ul>
1041</li>
1042	<li id="menu-item-3442" class="mega-menu-header menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children nectar-regular-menu-item menu-item-3442"><a href="#" aria-haspopup="true" aria-expanded="false"><span class="menu-title-text">OpenSearchCon</span><span class="sf-sub-indicator"><i class="fa fa-angle-right icon-in-menu" aria-hidden="true"></i></span></a>
1043	<ul class="sub-menu">
1044		<li id="menu-item-5258" class="menu-item menu-item-type-custom menu-item-object-custom nectar-regular-menu-item menu-item-5258"><a href="https://events.linuxfoundation.org/opensearchcon-north-america/"><span class="menu-title-text">OpenSearchCon North America</span><small class="item_desc">September 22-24, 2026 | San Jose, CA</small></a></li>
1045		<li id="menu-item-3451" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-hidden-text nectar-regular-menu-item menu-item-3451"><a href="https://events.linuxfoundation.org/opensearchcon-north-america/"><div class="nectar-ext-menu-item style-default"><div class="image-layer-outer hover-default"><div class="image-layer"></div><div class="color-overlay"></div></div><div class="inner-content"><span class="title inherit-default"><span class="menu-title-text">Image</span></span></div></div></a></li>
1046	</ul>
1047</li>
1048</ul>
1049</li>
1050<li id="menu-item-1718" class="megamenu columns-3 menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children nectar-regular-menu-item sf-with-ul menu-item-1718"><a href="#" aria-haspopup="true" aria-expanded="false"><span class="menu-title-text">Documentation</span><span class="sf-sub-indicator"><i class="fa fa-angle-down icon-in-menu" aria-hidden="true"></i></span></a>
1051<ul class="sub-menu">
1052	<li id="menu-item-3452" class="mega-menu-header menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children nectar-regular-menu-item menu-item-3452"><a href="https://docs.opensearch.org/latest/" aria-haspopup="true" aria-expanded="false"><span class="menu-title-text">Documentation Library</span><span class="sf-sub-indicator"><i class="fa fa-angle-right icon-in-menu" aria-hidden="true"></i></span></a>
1053	<ul class="sub-menu">
1054		<li id="menu-item-3396" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-has-icon nectar-regular-menu-item menu-item-3396"><a href="https://docs.opensearch.org/latest/about/"><img src="data:image/svg+xml;charset=utf-8,%3Csvg%20xmlns%3D'http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg'%20viewBox%3D'0%200%20320%20320'%2F%3E" class="nectar-menu-icon-img" alt="" width="320" height="320" data-menu-img-src="https://opensearch.org/wp-content/uploads/2025/01/OpenSearch-Dashboards-Square.png" /><span class="menu-title-text">OpenSearch and Dashboards</span><small class="item_desc">Build your OpenSearch solution using core tooling and visualizations.</small></a></li>
1055		<li id="menu-item-3397" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-has-icon nectar-regular-menu-item menu-item-3397"><a href="https://docs.opensearch.org/latest/data-prepper/"><img src="data:image/svg+xml;charset=utf-8,%3Csvg%20xmlns%3D'http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg'%20viewBox%3D'0%200%20320%20320'%2F%3E" class="nectar-menu-icon-img" alt="" width="320" height="320" data-menu-img-src="https://opensearch.org/wp-content/uploads/2025/01/OpenSearch-DataPrepper-1.png" /><span class="menu-title-text">OpenSearch Data Prepper</span><small class="item_desc">Filter, mutate, and sample your data for ingestion into OpenSearch.</small></a></li>
1056		<li id="menu-item-5880" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-has-icon nectar-regular-menu-item menu-item-5880"><a href="https://docs.opensearch.org/latest/migration-assistant/"><img src="data:image/svg+xml;charset=utf-8,%3Csvg%20xmlns%3D'http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg'%20viewBox%3D'0%200%2020px%2020px'%2F%3E" class="nectar-menu-icon-img" alt="Migration Icon" width="20px" height="20px" data-menu-img-src="https://opensearch.org/wp-content/uploads/2025/02/MigrationUpgrade_Color_Icon.svg" /><span class="menu-title-text">Migration Assistant</span><small class="item_desc">Begin your transition to OpenSearch with our migration toolkit</small></a></li>
1057	</ul>
1058</li>
1059	<li id="menu-item-3463" class="mega-menu-header hidden-header min-header-height menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children nectar-regular-menu-item menu-item-3463"><a href="#" aria-haspopup="true" aria-expanded="false"><span class="menu-title-text">Documentation Library II</span><span class="sf-sub-indicator"><i class="fa fa-angle-right icon-in-menu" aria-hidden="true"></i></span></a>
1060	<ul class="sub-menu">
1061		<li id="menu-item-3398" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-has-icon nectar-regular-menu-item menu-item-3398"><a href="https://docs.opensearch.org/latest/benchmark/"><img src="data:image/svg+xml;charset=utf-8,%3Csvg%20xmlns%3D'http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg'%20viewBox%3D'0%200%2080%2081'%2F%3E" class="nectar-menu-icon-img" alt="" width="81" height="80" data-menu-img-src="https://opensearch.org/wp-content/uploads/2025/01/OpenSearch-PerformanceBenchmarks-Icon-1.png" /><span class="menu-title-text">OpenSearch Benchmark</span><small class="item_desc">Measure performance metrics for your OpenSearch cluster.</small></a></li>
1062		<li id="menu-item-3399" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-has-icon nectar-regular-menu-item menu-item-3399"><a href="https://docs.opensearch.org/latest/clients/"><img src="data:image/svg+xml;charset=utf-8,%3Csvg%20xmlns%3D'http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg'%20viewBox%3D'0%200%2080%2081'%2F%3E" class="nectar-menu-icon-img" alt="" width="81" height="80" data-menu-img-src="https://opensearch.org/wp-content/uploads/2025/01/OpenSearch-Clients-Icon.png" /><span class="menu-title-text">

1062Clients</span><small class="item_desc">Interact with OpenSearch from your application using language APIs.</small></a></li>
1063	</ul>
1064</li>
1065</ul>
1066</li>
1067<li id="menu-item-5527" class="menu-item menu-item-type-custom menu-item-object-custom current-menu-ancestor current-menu-parent menu-item-has-children nectar-regular-menu-item sf-with-ul menu-item-5527"><a href="#" aria-haspopup="true" aria-expanded="false"><span class="menu-title-text">Learn</span><span class="sf-sub-indicator"><i class="fa fa-angle-down icon-in-menu" aria-hidden="true"></i></span></a>
1068<ul class="sub-menu">
1069	<li id="menu-item-9346" class="menu-item menu-item-type-post_type menu-item-object-page nectar-regular-menu-item menu-item-9346"><a href="https://opensearch.org/analyst-reports/"><span class="menu-title-text">Analyst Reports</span></a></li>
1070	<li id="menu-item-5528" class="menu-item menu-item-type-custom menu-item-object-custom nectar-regular-menu-item menu-item-5528"><a href="/announcements/"><span class="menu-title-text">Announcements</span></a></li>
1071	<li id="menu-item-5530" class="menu-item menu-item-type-custom menu-item-object-custom nectar-regular-menu-item menu-item-5530"><a href="/authors-list/"><span class="menu-title-text">Authors</span></a></li>
1072	<li id="menu-item-4197" class="menu-item menu-item-type-post_type menu-item-object-page nectar-regular-menu-item menu-item-4197"><a href="https://opensearch.org/blog/"><span class="menu-title-text">Blog</span></a></li>
1073	<li id="menu-item-6791" class="menu-item menu-item-type-taxonomy menu-item-object-category nectar-regular-menu-item menu-item-6791"><a href="https://opensearch.org/case-studies/"><span class="menu-title-text">Case Studies</span></a></li>
1074	<li id="menu-item-6053" class="menu-item menu-item-type-custom menu-item-object-custom current-menu-item nectar-regular-menu-item menu-item-6053"><a href="/news/" aria-current="page"><span class="menu-title-text">News</span></a></li>
1075	<li id="menu-item-11622" class="menu-item menu-item-type-custom menu-item-object-custom nectar-regular-menu-item menu-item-11622"><a href="https://training.linuxfoundation.org/certification/opensearch-certified-practitioner-oscp/"><span class="menu-title-text">OpenSearch Certification</span></a></li>
1076	<li id="menu-item-9329" class="menu-item menu-item-type-post_type menu-item-object-page nectar-regular-menu-item menu-item-9329"><a href="https://opensearch.org/the-search-party/"><span class="menu-title-text">The Search Party</span></a></li>
1077	<li id="menu-item-10784" class="menu-item menu-item-type-post_type menu-item-object-page nectar-regular-menu-item menu-item-10784"><a href="https://opensearch.org/webinars/"><span class="menu-title-text">Webinars</span></a></li>
1078</ul>
1079</li>
1080<li id="menu-item-3402" class="menu-item menu-item-type-custom menu-item-object-custom button_solid_color menu-item-3402"><a href="/downloads/"><span class="menu-title-text">Downloads</span></a></li>
1081							</ul>
1082													<ul class="buttons sf-menu" data-user-set-ocm="off"><li id="search-btn"><div><a href="#search-box"><span class="icon-salient-search" aria-hidden="true"></span><span class="screen-reader-text">search</span></a></div> </li></ul>
1083						
1084					</nav>
1085
1086					
1087				</div><!--/span_9-->
1088
1089				
1090			</div><!--/row-->
1091					</div><!--/container-->
1092	</header>
1093
1094    </div>
1095

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1111				<div class="col span_12 section-title">
1112																<span class="subheader">Category</span>
1113										<h1>News</h1>
1114					<h2 class="has-large-font-size">Stay up-to-date with OpenSearch in the headlines. Discover how organizations are deploying OpenSearch and learn about the latest developments in our open-source search and analytics suite.</h2>
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1119	
1120<div class="container-wrap">
1121
1122	<div class="container main-content">
1123
1124		<div class="row"><div class="post-area col  span_12 col_last masonry material " role="main" data-ams="8px" data-remove-post-date="0" data-remove-post-author="1" data-remove-post-comment-number="1" data-remove-post-nectar-love="1"> <div class="posts-container" data-load-animation="fade_in_from_bottom">
1125<article id="post-11675" class=" masonry-blog-item post-11675 post type-post status-publish format-standard has-post-thumbnail category-news author-opensearch">  
1126    
1127  <div class="inner-wrap animated">
1128    
1129    <div class="post-content">
1130
1131      <div class="content-inner">
1132        
1133        <a class="entire-meta-link" href="https://analyticsindiamag.com/ai-features/ai-slop-is-choking-open-source-and-frustrating-developers"><span class="screen-reader-text">AI Slop is Choking Open Source, and Frustrating Developers</span></a>
1134        
1135        <span class="post-featured-img"><img class="nectar-lazy wp-post-image skip-lazy" alt="" height="945" width="1800" data-nectar-img-src="https://opensearch.org/wp-content/uploads/2026/07/Logos-for-Website-4-1024x538.png" data-nectar-img-srcset="https://opensearch.org/wp-content/uploads/2026/07/Logos-for-Website-4-1024x538.png 1024w, https://opensearch.org/wp-content/uploads/2026/07/Logos-for-Website-4-300x158.png 300w, https://opensearch.org/wp-content/uploads/2026/07/Logos-for-Website-4.png 1800w" sizes="(min-width: 1600px) 20vw, (min-width: 1300px) 25vw, (min-width: 1000px) 33.3vw, (min-width: 690px) 50vw, 100vw" /></span><span class="meta-category"><a class="news" href="https://opensearch.org/news/">News</a></span>        
1136        <div class="article-content-wrap">
1137          
1138          <div class="post-header">
1139            <h3 class="title"><a href="https://analyticsindiamag.com/ai-features/ai-slop-is-choking-open-source-and-frustrating-developers"> AI Slop is Choking Open Source, and Frustrating Developers</a></h3>
1140          </div>
1141          
1142          <div class="excerpt"></div><div class="grav-wrap"><a href="https://opensearch.org/author/cjyabraham/"><img alt='OpenSearch' src='https://secure.gravatar.com/avatar/?s=70&#038;d=mm&#038;r=g' srcset='https://secure.gravatar.com/avatar/?s=140&#038;d=mm&#038;r=g 2x' class='avatar avatar-70 photo avatar-default' height='70' width='70' decoding='async'/></a><div class="text"><a href="https://opensearch.org/author/cjyabraham/" rel="author">OpenSearch</a><span>July 3, 2026</span></div></div>
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1150    
1151</article>
1152<article id="post-11672" class=" masonry-blog-item post-11672 post type-post status-publish format-standard has-post-thumbnail category-news author-opensearch">  
1153    
1154  <div class="inner-wrap animated">
1155    
1156    <div class="post-content">
1157
1158      <div class="content-inner">
1159        
1160        <a class="entire-meta-link" href="https://www.eetimes.com/opensearch-powers-ai-data-infrastructure-as-agentic-workloads-scale/"><span class="screen-reader-text">OpenSearch Powers AI Data Infrastructure as Agentic Workloads Scale</span></a>
1161        
1162        <span class="post-featured-img"><img class="nectar-lazy wp-post-image skip-lazy" alt="" height="945" width="1800" data-nectar-img-src="https://opensearch.org/wp-content/uploads/2026/07/Logos-for-Website-3-1024x538.png" data-nectar-img-srcset="https://opensearch.org/wp-content/uploads/2026/07/Logos-for-Website-3-1024x538.png 1024w, https://opensearch.org/wp-content/uploads/2026/07/Logos-for-Website-3-300x158.png 300w, https://opensearch.org/wp-content/uploads/2026/07/Logos-for-Website-3.png 1800w" sizes="(min-width: 1600px) 20vw, (min-width: 1300px) 25vw, (min-width: 1000px) 33.3vw, (min-width: 690px) 50vw, 100vw" /></span><span class="meta-category"><a class="news" href="https://opensearch.org/news/">News</a></span>        
1163        <div class="article-content-wrap">
1164          
1165          <div class="post-header">
1166            <h3 class="title"><a href="https://www.eetimes.com/opensearch-powers-ai-data-infrastru

1166cture-as-agentic-workloads-scale/"> OpenSearch Powers AI Data Infrastructure as Agentic Workloads Scale</a></h3>
1167          </div>
1168          
1169          <div class="excerpt"></div><div class="grav-wrap"><a href="https://opensearch.org/author/cjyabraham/"><img alt='OpenSearch' src='https://secure.gravatar.com/avatar/?s=70&#038;d=mm&#038;r=g' srcset='https://secure.gravatar.com/avatar/?s=140&#038;d=mm&#038;r=g 2x' class='avatar avatar-70 photo avatar-default' height='70' width='70' decoding='async'/></a><div class="text"><a href="https://opensearch.org/author/cjyabraham/" rel="author">OpenSearch</a><span>July 2, 2026</span></div></div>
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1171        
1172      </div><!--/content-inner-->
1173        
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1178</article>
1179<article id="post-11669" class=" masonry-blog-item post-11669 post type-post status-publish format-standard has-post-thumbnail category-news author-opensearch">  
1180    
1181  <div class="inner-wrap animated">
1182    
1183    <div class="post-content">
1184
1185      <div class="content-inner">
1186        
1187        <a class="entire-meta-link" href="http://youtube.com/watch?v=zhLLp7-bGj4"><span class="screen-reader-text">OpenSearch To Hit 2 Billion Downloads &#8211; Now It&#8217;s Cutting Enterprise AI Token Costs</span></a>
1188        
1189        <span class="post-featured-img"><img class="nectar-lazy wp-post-image skip-lazy" alt="" height="945" width="1800" data-nectar-img-src="https://opensearch.org/wp-content/uploads/2026/07/Logos-for-Website-2-1024x538.png" data-nectar-img-srcset="https://opensearch.org/wp-content/uploads/2026/07/Logos-for-Website-2-1024x538.png 1024w, https://opensearch.org/wp-content/uploads/2026/07/Logos-for-Website-2-300x158.png 300w, https://opensearch.org/wp-content/uploads/2026/07/Logos-for-Website-2.png 1800w" sizes="(min-width: 1600px) 20vw, (min-width: 1300px) 25vw, (min-width: 1000px) 33.3vw, (min-width: 690px) 50vw, 100vw" /></span><span class="meta-category"><a class="news" href="https://opensearch.org/news/">News</a></span>        
1190        <div class="article-content-wrap">
1191          
1192          <div class="post-header">
1193            <h3 class="title"><a href="http://youtube.com/watch?v=zhLLp7-bGj4"> OpenSearch To Hit 2 Billion Downloads &#8211; Now It&#8217;s Cutting Enterprise AI Token Costs</a></h3>
1194          </div>
1195          
1196          <div class="excerpt"></div><div class="grav-wrap"><a href="https://opensearch.org/author/cjyabraham/"><img alt='OpenSearch' src='https://secure.gravatar.com/avatar/?s=70&#038;d=mm&#038;r=g' srcset='https://secure.gravatar.com/avatar/?s=140&#038;d=mm&#038;r=g 2x' class='avatar avatar-70 photo avatar-default' height='70' width='70' decoding='async'/></a><div class="text"><a href="https://opensearch.org/author/cjyabraham/" rel="author">OpenSearch</a><span>June 23, 2026</span></div></div>
1197        </div><!--article-content-wrap-->
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1199      </div><!--/content-inner-->
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1205</article>
1206<article id="post-11667" class=" masonry-blog-item post-11667 post type-post status-publish format-standard has-post-thumbnail category-news author-opensearch">  
1207    
1208  <div class="inner-wrap animated">
1209    
1210    <div class="post-content">
1211
1212      <div class="content-inner">
1213        
1214        <a class="entire-meta-link" href="https://opensearch.org/news/indias-ai-infrastructure-opportunity-wont-be-won-by-models-it-will-be-won-with-context/"><span class="screen-reader-text">India&#8217;s AI infrastructure opportunity won&#8217;t be won by models, it will be won with context</span></a>
1215        
1216        <span class="post-featured-img"><img class="nectar-lazy wp-post-image skip-lazy" alt="" height="945" width="1800" data-nectar-img-src="https://opensearch.org/wp-content/uploads/2026/07/Logos-for-Website-1024x538.png" data-nectar-img-srcset="https://opensearch.org/wp-content/uploads/2026/07/Logos-for-Website-1024x538.png 1024w, https://opensearch.org/wp-content/uploads/2026/07/Logos-for-Website-300x158.png 300w, https://opensearch.org/wp-content/uploads/2026/07/Logos-for-Website.png 1800w" sizes="(min-width: 1600px) 20vw, (min-width: 1300px) 25vw, (min-width: 1000px) 33.3vw, (min-width: 690px) 50vw, 100vw" /></span><span class="meta-category"><a class="news" href="https://opensearch.org/news/">News</a></span>        
1217        <div class="article-content-wrap">
1218          
1219          <div class="post-header">
1220            <h3 class="title">

1220<a href="https://opensearch.org/news/indias-ai-infrastructure-opportunity-wont-be-won-by-models-it-will-be-won-with-context/"> India&#8217;s AI infrastructure opportunity won&#8217;t be won by models, it will be won with context</a></h3>
1221          </div>
1222          
1223          <div class="excerpt"></div><div class="grav-wrap"><a href="https://opensearch.org/author/cjyabraham/"><img alt='OpenSearch' src='https://secure.gravatar.com/avatar/?s=70&#038;d=mm&#038;r=g' srcset='https://secure.gravatar.com/avatar/?s=140&#038;d=mm&#038;r=g 2x' class='avatar avatar-70 photo avatar-default' height='70' width='70' decoding='async'/></a><div class="text"><a href="https://opensearch.org/author/cjyabraham/" rel="author">OpenSearch</a><span>June 23, 2026</span></div></div>
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1232</article>
1233<article id="post-11664" class=" masonry-blog-item post-11664 post type-post status-publish format-standard has-post-thumbnail category-news author-opensearch">  
1234    
1235  <div class="inner-wrap animated">
1236    
1237    <div class="post-content">
1238
1239      <div class="content-inner">
1240        
1241        <a class="entire-meta-link" href="https://www.dqindia.com/interview/opensearch-wants-to-make-observability-more-contextual-for-enterprise-ai-12051058"><span class="screen-reader-text">OpenSearch wants to make observability more contextual for enterprise AI</span></a>
1242        
1243        <span class="post-featured-img"><img class="nectar-lazy wp-post-image skip-lazy" alt="" height="945" width="1800" data-nectar-img-src="https://opensearch.org/wp-content/uploads/2026/07/Logos-for-Website-1-1024x538.png" data-nectar-img-srcset="https://opensearch.org/wp-content/uploads/2026/07/Logos-for-Website-1-1024x538.png 1024w, https://opensearch.org/wp-content/uploads/2026/07/Logos-for-Website-1-300x158.png 300w, https://opensearch.org/wp-content/uploads/2026/07/Logos-for-Website-1.png 1800w" sizes="(min-width: 1600px) 20vw, (min-width: 1300px) 25vw, (min-width: 1000px) 33.3vw, (min-width: 690px) 50vw, 100vw" /></span><span class="meta-category"><a class="news" href="https://opensearch.org/news/">News</a></span>        
1244        <div class="article-content-wrap">
1245          
1246          <div class="post-header">
1247            <h3 class="title"><a href="https://www.dqindia.com/interview/opensearch-wants-to-make-observability-more-contextual-for-enterprise-ai-12051058"> OpenSearch wants to make observability more contextual for enterprise AI</a></h3>
1248          </div>
1249          
1250          <div class="excerpt"></div><div class="grav-wrap"><a href="https://opensearch.org/author/cjyabraham/"><img alt='OpenSearch' src='https://secure.gravatar.com/avatar/?s=70&#038;d=mm&#038;r=g' srcset='https://secure.gravatar.com/avatar/?s=140&#038;d=mm&#038;r=g 2x' class='avatar avatar-70 photo avatar-default' height='70' width='70' decoding='async'/></a><div class="text"><a href="https://opensearch.org/author/cjyabraham/" rel="author">OpenSearch</a><span>June 18, 2026</span></div></div>
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1259</article>
1260<article id="post-11661" class=" masonry-blog-item post-11661 post type-post status-publish format-standard has-post-thumbnail category-news author-opensearch">  
1261    
1262  <div class="inner-wrap animated">
1263    
1264    <div class="post-content">
1265
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1267        
1268        <a class="entire-meta-link" href="https://www.expresscomputer.in/news/india-is-at-a-critical-intersection-in-open-source-innovation-bianca-lewis-executive-director-opensearch-software-foundation/136117/"><span class="screen-reader-text">India is at a critical intersection in open-source innovation: Bianca Lewis, Executive Director, OpenSearch Software Foundation</span></a>
1269        
1270        <span class="post-featured-img"><img class="nectar-lazy wp-post-image skip-lazy" alt="" height="945" width="1800" data-nectar-img-src="https://opensearch.org/wp-content/uploads/2026/07/Logos-for-Website-1024x538.png" data-nectar-img-srcset="https://opensearch.org/wp-content/uploads/2026/07/Logos-for-Website-1024x538.png 1024w, https://opensearch.org/wp-content/uploads/2026/07/Logos-for-Website-300x158.png 300w, https://opensearch.org/wp-content/uploads/2026/07/Logos-for-Website.png 1800w" sizes="(min-width: 1600px) 20vw, (min-width: 1300px) 25vw, (min-width: 1000px) 33.3vw, (min-width: 690px) 50vw, 100vw" /></span><span class="meta-category"><a class="news" href="https://opensearch.org/news/">News</a></span>        
1271        <div class="article-content-wrap">
1272          
1273          <div class="post-header">
1274            <h3 class="title"><a href="https://www.expresscomputer.in/news/india-is-at-a-critical-intersection-in-open-source-innovation-bianca-lewis-executive-director-opensearch-software-foundation/136117/"> India is at a critical intersection in open-source innovation: Bianca Lewis, Executive Director, OpenSearch Software Foundation</a></h3>
1275          </div>
1276          
1277          <div class="excerpt"></div><div class="grav-wrap"><a href="https://opensearch.org/author/cjyabraham/"><img alt='OpenSearch' src='https://secure.gravatar.com/avatar/?s=70&#038;d=mm&#038;r=g' srcset='https://secure.gravatar.com/avatar/?s=140&#038;d=mm&#038;r=g 2x' class='avatar avatar-70 photo avatar-default' height='70' width='70' decoding='async'/></a><div class="text"><a href="https://opensearch.org/author/cjyabraham/" rel="author">OpenSearch</a><span>June 17, 2026</span></div></div>
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1286</article>
1287<article id="post-11658" class=" masonry-blog-item post-11658 post type-post status-publish format-standard has-post-thumbnail category-news author-opensearch">  
1288    
1289  <div class="inner-wrap animated">
1290    
1291    <div class="post-content">
1292
1293      <div class="content-inner">
1294        
1295        <a class="entire-meta-link" href="https://www.linkedin.com/posts/arshgoyal_opensearch-opensource-developers-ugcPost-7472187896515448832

1295-oWSV/?utm_source=share&#038;utm_medium=member_desktop&#038;rcm=ACoAABh-DSIB8yV6F3M2KLFSQXiQMq-DuRcBW6k"><span class="screen-reader-text">OpenSearchCon India Interview</span></a>
1296        
1297        <span class="post-featured-img"><img class="nectar-lazy wp-post-image skip-lazy" alt="" height="492" width="874" data-nectar-img-src="https://opensearch.org/wp-content/uploads/2026/07/Screenshot-2026-07-27-at-1.46.14-PM.png" data-nectar-img-srcset="https://opensearch.org/wp-content/uploads/2026/07/Screenshot-2026-07-27-at-1.46.14-PM.png 874w, https://opensearch.org/wp-content/uploads/2026/07/Screenshot-2026-07-27-at-1.46.14-PM-300x169.png 300w" sizes="(min-width: 1600px) 20vw, (min-width: 1300px) 25vw, (min-width: 1000px) 33.3vw, (min-width: 690px) 50vw, 100vw" /></span><span class="meta-category"><a class="news" href="https://opensearch.org/news/">News</a></span>        
1298        <div class="article-content-wrap">
1299          
1300          <div class="post-header">
1301            <h3 class="title"><a href="https://www.linkedin.com/posts/arshgoyal_opensearch-opensource-developers-ugcPost-7472187896515448832-oWSV/?utm_source=share&#038;utm_medium=member_desktop&#038;rcm=ACoAABh-DSIB8yV6F3M2KLFSQXiQMq-DuRcBW6k"> OpenSearchCon India Interview</a></h3>
1302          </div>
1303          
1304          <div class="excerpt"></div><div class="grav-wrap"><a href="https://opensearch.org/author/cjyabraham/"><img alt='OpenSearch' src='https://secure.gravatar.com/avatar/?s=70&#038;d=mm&#038;r=g' srcset='https://secure.gravatar.com/avatar/?s=140&#038;d=mm&#038;r=g 2x' class='avatar avatar-70 photo avatar-default' height='70' width='70' decoding='async'/></a><div class="text"><a href="https://opensearch.org/author/cjyabraham/" rel="author">OpenSearch</a><span>June 16, 2026</span></div></div>
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1314<article id="post-11656" class=" masonry-blog-item post-11656 post type-post status-publish format-standard has-post-thumbnail category-news author-opensearch">  
1315    
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1321        
1322        <a class="entire-meta-link" href="https://www.techzine.eu/blogs/devops/141703/opensearch-doubles-downloads-as-open-source-alternative-to-elasticsearch/"><span class="screen-reader-text">OpenSearch doubles downloads as open source alternative to Elasticsearch</span></a>
1323        
1324        <span class="post-featured-img"><img class="nectar-lazy wp-post-image skip-lazy" alt="TechZine" height="945" width="1800" data-nectar-img-src="https://opensearch.org/wp-content/uploads/2025/02/techzine-1024x538.png" data-nectar-img-srcset="https://opensearch.org/wp-content/uploads/2025/02/techzine-1024x538.png 1024w, https://opensearch.org/wp-content/uploads/2025/02/techzine-300x158.png 300w, https://opensearch.org/wp-content/uploads/2025/02/techzine.png 1800w" sizes="(min-width: 1600px) 20vw, (min-width: 1300px) 25vw, (min-width: 1000px) 33.3vw, (min-width: 690px) 50vw, 100vw" /></span><span class="meta-category"><a class="news" href="https://opensearch.org/news/">News</a></span>        
1325        <div class="article-content-wrap">
1326          
1327          <div class="post-header">
1328            <h3 class="title"><a href="https://www.techzine.eu/blogs/devops/141703/opensearch-doubles-downloads-as-open-source-alternative-to-elasticsearch/"> OpenSearch doubles downloads as open source alternative to Elasticsearch</a></h3>
1329          </div>
1330          
1331          <div class="excerpt"></div><div class="grav-wrap"><a href="https://opensearch.org/author/cjyabraham/"><img alt='OpenSearch' src='https://secure.gravatar.com/avatar/?s=70&#038;d=mm&#038;r=g' srcset='https://secure.gravatar.com/avatar/?s=140&#038;d=mm&#038;r=g 2x' class='avatar avatar-70 photo avatar-default' height='70' width='70' decoding='async'/></a><div class="text"><a href="https://opensearch.org/author/cjyabraham/" rel="author">OpenSearch</a><span>May 29, 2026</span></div></div>
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1340</article>
1341<article id="post-10583" class=" masonry-blog-item post-10583 post type-post status-publish format-standard has-post-thumbnail category-news author-opensearch">  
1342    
1343  <div class="inner-wrap animated">
1344    
1345    <div class="post-content">
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1348        
1349        <a class="entire-meta-link" href="https://www.heise.de/en/news/Only-with-certificate-Long-Term-Support-for-OpenSearch-11264778.html"><span class="screen-reader-text">Only with certificate: Long-Term Support for OpenSearch</span></a>
1350

1351        <span class="post-featured-img"><img class="nectar-lazy wp-post-image skip-lazy" alt="" height="945" width="1800" data-nectar-img-src="https://opensearch.org/wp-content/uploads/2026/05/Logos-for-Website-1024x538.png" data-nectar-img-srcset="https://opensearch.org/wp-content/uploads/2026/05/Logos-for-Website-1024x538.png 1024w, https://opensearch.org/wp-content/uploads/2026/05/Logos-for-Website-300x158.png 300w, https://opensearch.org/wp-content/uploads/2026/05/Logos-for-Website.png 1800w" sizes="(min-width: 1600px) 20vw, (min-width: 1300px) 25vw, (min-width: 1000px) 33.3vw, (min-width: 690px) 50vw, 100vw" /></span><span class="meta-category"><a class="news" href="https://opensearch.org/news/">News</a></span>        
1352        <div class="article-content-wrap">
1353          
1354          <div class="post-header">
1355            <h3 class="title"><a href="https://www.heise.de/en/news/Only-with-certificate-Long-Term-Support-for-OpenSearch-11264778.html"> Only with certificate: Long-Term Support for OpenSearch</a></h3>
1356          </div>
1357          
1358          <div class="excerpt"></div><div class="grav-wrap"><a href="https://opensearch.org/author/cjyabraham/"><img alt='OpenSearch' src='https://secure.gravatar.com/avatar/?s=70&#038;d=mm&#038;r=g' srcset='https://secure.gravatar.com/avatar/?s=140&#038;d=mm&#038;r=g 2x' class='avatar avatar-70 photo avatar-default' height='70' width='70' decoding='async'/></a><div class="text"><a href="https://opensearch.org/author/cjyabraham/" rel="author">OpenSearch</a><span>April 21, 2026</span></div></div>
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1367</article>
1368<article id="post-10588" class=" masonry-blog-item post-10588 post type-post status-publish format-standard has-post-thumbnail category-news author-opensearch">  
1369    
1370  <div class="inner-wrap animated">
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1372    <div class="post-content">
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1375        
1376        <a class="entire-meta-link" href="https://hyperframeresearch.com/2026/04/17/can-open-source-sustain-enterprise-rigor-without-sacrificing-its-soul/"><span class="screen-reader-text">Can Open Source Sustain Enterprise Rigor Without Sacrificing Its Soul?</span></a>
1377        
1378        <span class="post-featured-img"><img class="nectar-lazy wp-post-image skip-lazy" alt="" height="945" width="1800" data-nectar-img-src="https://opensearch.org/wp-content/uploads/2026/01/Logos-for-Website-5-1024x538.png" data-nectar-img-srcset="https://opensearch.org/wp-content/uploads/2026/01/Logos-for-Website-5-1024x538.png 1024w, https://opensearch.org/wp-content/uploads/2026/01/Logos-for-Website-5-300x158.png 300w, https://opensearch.org/wp-content/uploads/2026/01/Logos-for-Website-5.png 1800w" sizes="(min-width: 1600px) 20vw, (min-width: 1300px) 25vw, (min-width: 1000px) 33.3vw, (min-width: 690px) 50vw, 100vw" /></span><span class="meta-category"><a class="news" href="https://opensearch.org/news/">News</a></span>        
1379        <div class="article-content-wrap">
1380          
1381          <div class="post-header">
1382            <h3 class="title"><a href="https://hyperframeresearch.com/2026/04/17/can-open-source-sustain-enterprise-rigor-without-sacrificing-its-soul/"> Can Open Source Sustain Enterprise Rigor Without Sacrificing Its Soul?</a></h3>
1383          </div>
1384          
1385          <div class="excerpt"></div><div class="grav-wrap"><a href="https://opensearch.org/author/cjyabraham/"><img alt='OpenSearch' src='https://secure.gravatar.com/avatar/?s=70&#038;d=mm&#038;r=g' srcset='https://secure.gravatar.com/avatar/?s=140&#038;d=mm&#038;r=g 2x' class='avatar avatar-70 photo avatar-default' height='70' width='70' decoding='async'/></a><div class="text"><a href="https://opensearch.org/author/cjyabraham/" rel="author">OpenSearch</a><span>April 17, 2026</span></div></div>
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1395<article id="post-10586" class=" masonry-blog-item post-10586 post type-post status-publish format-standard has-post-thumbnail category-news author-opensearch">  
1396    
1397  <div class="inner-wrap animated">
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1402        
1403        <a class="entire-meta-link" href="https://www.efficientlyconnected.com/opensearch-launches-lts-program-to-strengthen-enterprise-adoption/"><span class="screen-reader-text">OpenSearch Launches LTS Program to Strengthen Enterprise Adoption</span></a>
1404

1405        <span class="post-featured-img"><img class="nectar-lazy wp-post-image skip-lazy" alt="Efficiently Connected" height="945" width="1800" data-nectar-img-src="https://opensearch.org/wp-content/uploads/2025/02/efficiently_connected-1024x538.png" data-nectar-img-srcset="https://opensearch.org/wp-content/uploads/2025/02/efficiently_connected-1024x538.png 1024w, https://opensearch.org/wp-content/uploads/2025/02/efficiently_connected-300x158.png 300w, https://opensearch.org/wp-content/uploads/2025/02/efficiently_connected.png 1800w" sizes="(min-width: 1600px) 20vw, (min-width: 1300px) 25vw, (min-width: 1000px) 33.3vw, (min-width: 690px) 50vw, 100vw" /></span><span class="meta-category"><a class="news" href="https://opensearch.org/news/">News</a></span>        
1406        <div class="article-content-wrap">
1407          
1408          <div class="post-header">
1409            <h3 class="title"><a href="https://www.efficientlyconnected.com/opensearch-launches-lts-program-to-strengthen-enterprise-adoption/"> OpenSearch Launches LTS Program to Strengthen Enterprise Adoption</a></h3>
1410          </div>
1411          
1412          <div class="excerpt"></div><div class="grav-wrap"><a href="https://opensearch.org/author/cjyabraham/"><img alt='OpenSearch' src='https://secure.gravatar.com/avatar/?s=70&#038;d=mm&#038;r=g' srcset='https://secure.gravatar.com/avatar/?s=140&#038;d=mm&#038;r=g 2x' class='avatar avatar-70 photo avatar-default' height='70' width='70' decoding='async'/></a><div class="text"><a href="https://opensearch.org/author/cjyabraham/" rel="author">OpenSearch</a><span>April 17, 2026</span></div></div>
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1421</article>
1422<article id="post-10593" class=" masonry-blog-item post-10593 post type-post status-publish format-standard has-post-thumbnail category-news author-opensearch">  
1423    
1424  <div class="inner-wrap animated">
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1426    <div class="post-content">
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1429        
1430        <a class="entire-meta-link" href="https://www.techzine.eu/blogs/devops/140509/opensearch-is-enterprise-ready-with-long-term-support-and-version-3-6/"><span class="screen-reader-text">OpenSearch is enterprise-ready with long-term support and version 3.6</span></a>
1431        
1432        <span class="post-featured-img"><img class="nectar-lazy wp-post-image skip-lazy" alt="TechZine" height="945" width="1800" data-nectar-img-src="https://opensearch.org/wp-content/uploads/2025/02/techzine-1024x538.png" data-nectar-img-srcset="https://opensearch.org/wp-content/uploads/2025/02/techzine-1024x538.png 1024w, https://opensearch.org/wp-content/uploads/2025/02/techzine-300x158.png 300w, https://opensearch.org/wp-content/uploads/2025/02/techzine.png 1800w" sizes="(min-width: 1600px) 20vw, (min-width: 1300px) 25vw, (min-width: 1000px) 33.3vw, (min-width: 690px) 50vw, 100vw" /></span><span class="meta-category"><a class="news" href="https://opensearch.org/news/">News</a></span>        
1433        <div class="article-content-wrap">
1434          
1435          <div class="post-header">
1436            <h3 class="title"><a href="https://www.techzine.eu/blogs/devops/140509/opensearch-is-enterprise-ready-with-long-term-support-and-version-3-6/"> OpenSearch is enterprise-ready with long-term support and version 3.6</a></h3>
1437          </div>
1438          
1439          <div class="excerpt"></div><div class="grav-wrap"><a href="https://opensearch.org/author/cjyabraham/"><img alt='OpenSearch' src='https://secure.gravatar.com/avatar/?s=70&#038;d=mm&#038;r=g' srcset='https://secure.gravatar.com/avatar/?s=140&#038;d=mm&#038;r=g 2x' class='avatar avatar-70 photo avatar-default' height='70' width='70' decoding='async'/></a><div class="text"><a href="https://opensearch.org/author/cjyabraham/" rel="author">OpenSearch</a><span>April 16, 2026</span></div></div>
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1449<article id="post-10590" class=" masonry-blog-item post-10590 post type-post status-publish format-standard has-post-thumbnail category-news author-opensearch">  
1450    
1451  <div class="inner-wrap animated">
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1456        
1457        <a class="entire-meta-link" href="https://techstrong.it/videos/opensearch-hybrid-vectors-and-ai/"><span class="screen-reader-text">OpenSearch, Hybrid Vectors, and AI</span></a>
1458

1459        <span class="post-featured-img"><img class="nectar-lazy wp-post-image skip-lazy" alt="" height="945" width="1800" data-nectar-img-src="https://opensearch.org/wp-content/uploads/2026/05/Logos-for-Website-1-1024x538.png" data-nectar-img-srcset="https://opensearch.org/wp-content/uploads/2026/05/Logos-for-Website-1-1024x538.png 1024w, https://opensearch.org/wp-content/uploads/2026/05/Logos-for-Website-1-300x158.png 300w, https://opensearch.org/wp-content/uploads/2026/05/Logos-for-Website-1.png 1800w" sizes="(min-width: 1600px) 20vw, (min-width: 1300px) 25vw, (min-width: 1000px) 33.3vw, (min-width: 690px) 50vw, 100vw" /></span><span class="meta-category"><a class="news" href="https://opensearch.org/news/">News</a></span>        
1460        <div class="article-content-wrap">
1461          
1462          <div class="post-header">
1463            <h3 class="title"><a href="https://techstrong.it/videos/opensearch-hybrid-vectors-and-ai/"> OpenSearch, Hybrid Vectors, and AI</a></h3>
1464          </div>
1465          
1466          <div class="excerpt"></div><div class="grav-wrap"><a href="https://opensearch.org/author/cjyabraham/"><img alt='OpenSearch' src='https://secure.gravatar.com/avatar/?s=70&#038;d=mm&#038;r=g' srcset='https://secure.gravatar.com/avatar/?s=140&#038;d=mm&#038;r=g 2x' class='avatar avatar-70 photo avatar-default' height='70' width='70' decoding='async'/></a><div class="text"><a href="https://opensearch.org/author/cjyabraham/" rel="author">OpenSearch</a><span>April 16, 2026</span></div></div>
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1476<article id="post-9841" class=" masonry-blog-item post-9841 post type-post status-publish format-standard has-post-thumbnail category-news author-opensearch">  
1477    
1478  <div class="inner-wrap animated">
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1483        
1484        <a class="entire-meta-link" href="https://techstrong.tv/videos/interviews/opensearch-hybrid-vectors-and-ai"><span class="screen-reader-text">OpenSearch, Hybrid Vectors, and AI</span></a>
1485        
1486        <span class="post-featured-img"><img class="nectar-lazy wp-post-image skip-lazy" alt="" height="945" width="1800" data-nectar-img-src="https://opensearch.org/wp-content/uploads/2026/04/Logos-for-Website-7-1024x538.png" data-nectar-img-srcset="https://opensearch.org/wp-content/uploads/2026/04/Logos-for-Website-7-1024x538.png 1024w, https://opensearch.org/wp-content/uploads/2026/04/Logos-for-Website-7-300x158.png 300w, https://opensearch.org/wp-content/uploads/2026/04/Logos-for-Website-7.png 1800w" sizes="(min-width: 1600px) 20vw, (min-width: 1300px) 25vw, (min-width: 1000px) 33.3vw, (min-width: 690px) 50vw, 100vw" /></span><span class="meta-category"><a class="news" href="https://opensearch.org/news/">News</a></span>        
1487        <div class="article-content-wrap">
1488          
1489          <div class="post-header">
1490            <h3 class="title"><a href="https://techstrong.tv/videos/interviews/opensearch-hybrid-vectors-and-ai"> OpenSearch, Hybrid Vectors, and AI</a></h3>
1491          </div>
1492          
1493          <div class="excerpt"></div><div class="grav-wrap"><a href="https://opensearch.org/author/cjyabraham/"><img alt='OpenSearch' src='https://secure.gravatar.com/avatar/?s=70&#038;d=mm&#038;r=g' srcset='https://secure.gravatar.com/avatar/?s=140&#038;d=mm&#038;r=g 2x' class='avatar avatar-70 photo avatar-default' height='70' width='70' decoding='async'/></a><div class="text"><a href="https://opensearch.org/author/cjyabraham/" rel="author">OpenSearch</a><span>March 31, 2026</span></div></div>
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1503<article id="post-9839" class=" masonry-blog-item post-9839 post type-post status-publish format-standard has-post-thumbnail category-news author-opensearch">  
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1511        <a class="entire-meta-link" href="https://www.efficientlyconnected.com/opensearch-expands-its-role-in-ai-infrastru

1511cture-and-open-collaboration/"><span class="screen-reader-text">OpenSearch Expands Its Role in AI Infrastructure and Open Collaboration</span></a>
1512        
1513        <span class="post-featured-img"><img class="nectar-lazy wp-post-image skip-lazy" alt="" height="945" width="1800" data-nectar-img-src="https://opensearch.org/wp-content/uploads/2025/01/OpenSearch-Feature-Image-1024x538.png" data-nectar-img-srcset="https://opensearch.org/wp-content/uploads/2025/01/OpenSearch-Feature-Image-1024x538.png 1024w, https://opensearch.org/wp-content/uploads/2025/01/OpenSearch-Feature-Image-300x158.png 300w, https://opensearch.org/wp-content/uploads/2025/01/OpenSearch-Feature-Image.png 1800w" sizes="(min-width: 1600px) 20vw, (min-width: 1300px) 25vw, (min-width: 1000px) 33.3vw, (min-width: 690px) 50vw, 100vw" /></span><span class="meta-category"><a class="news" href="https://opensearch.org/news/">News</a></span>        
1514        <div class="article-content-wrap">
1515          
1516          <div class="post-header">
1517            <h3 class="title"><a href="https://www.efficientlyconnected.com/opensearch-expands-its-role-in-ai-infrastructure-and-open-collaboration/"> OpenSearch Expands Its Role in AI Infrastructure and Open Collaboration</a></h3>
1518          </div>
1519          
1520          <div class="excerpt"></div><div class="grav-wrap"><a href="https://opensearch.org/author/cjyabraham/"><img alt='OpenSearch' src='https://secure.gravatar.com/avatar/?s=70&#038;d=mm&#038;r=g' srcset='https://secure.gravatar.com/avatar/?s=140&#038;d=mm&#038;r=g 2x' class='avatar avatar-70 photo avatar-default' height='70' width='70' decoding='async'/></a><div class="text"><a href="https://opensearch.org/author/cjyabraham/" rel="author">OpenSearch</a><span>March 26, 2026</span></div></div>
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1530<article id="post-9837" class=" masonry-blog-item post-9837 post type-post status-publish format-standard has-post-thumbnail category-news author-opensearch">  
1531    
1532  <div class="inner-wrap animated">
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1537        
1538        <a class="entire-meta-link" href="https://siliconangle.com/2026/03/26/opensearch-now-ai-data-infrastructure-standard-platform-consolidation-kubeconeu/"><span class="screen-reader-text">Amid AI platform chaos, OpenSearch cements itself as an infrastructure standard</span></a>
1539        
1540        <span class="post-featured-img"><img class="nectar-lazy wp-post-image skip-lazy" alt="SiliconANGLE" height="945" width="1800" data-nectar-img-src="https://opensearch.org/wp-content/uploads/2025/02/siliconangle-1024x538.png" data-nectar-img-srcset="https://opensearch.org/wp-content/uploads/2025/02/siliconangle-1024x538.png 1024w, https://opensearch.org/wp-content/uploads/2025/02/siliconangle-300x158.png 300w, https://opensearch.org/wp-content/uploads/2025/02/siliconangle.png 1800w" sizes="(min-width: 1600px) 20vw, (min-width: 1300px) 25vw, (min-width: 1000px) 33.3vw, (min-width: 690px) 50vw, 100vw" /></span><span class="meta-category"><a class="news" href="https://opensearch.org/news/">News</a></span>        
1541        <div class="article-content-wrap">
1542          
1543          <div class="post-header">
1544            <h3 class="title"><a href="https://siliconangle.com/2026/03/26/opensearch-now-ai-data-infrastructure-standard-platform-consolidation-kubeconeu/"> Amid AI platform chaos, OpenSearch cements itself as an infrastructure standard</a></h3>
1545          </div>
1546          
1547          <div class="excerpt"></div><div class="grav-wrap"><a href="https://opensearch.org/author/cjyabraham/"><img alt='OpenSearch' src='https://secure.gravatar.com/avatar/?s=70&#038;d=mm&#038;r=g' srcset='https://secure.gravatar.com/avatar/?s=140&#038;d=mm&#038;r=g 2x' class='avatar avatar-70 photo avatar-default' height='70' width='70' decoding='async'/></a><div class="text"><a href="https://opensearch.org/author/cjyabraham/" rel="author">OpenSearch</a><span>March 26, 2026</span></div></div>
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1558    
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1564        
1565        <a class="entire-meta-link" href="https://opensearch.org/news/bianca-lewis-opensearch-software-foundation-kubecon-cloudnativecon-eu-2026/"><span class="screen-reader-text">Bianca Lewis, OpenSearch Software Foundation | Kubecon + CloudNativeCon EU 2026</span></a>
1566

1567        <span class="post-featured-img"><img class="nectar-lazy wp-post-image skip-lazy" alt="theCUBE" height="945" width="1800" data-nectar-img-src="https://opensearch.org/wp-content/uploads/2025/02/thecube-1024x538.png" data-nectar-img-srcset="https://opensearch.org/wp-content/uploads/2025/02/thecube-1024x538.png 1024w, https://opensearch.org/wp-content/uploads/2025/02/thecube-300x158.png 300w, https://opensearch.org/wp-content/uploads/2025/02/thecube.png 1800w" sizes="(min-width: 1600px) 20vw, (min-width: 1300px) 25vw, (min-width: 1000px) 33.3vw, (min-width: 690px) 50vw, 100vw" /></span><span class="meta-category"><a class="news" href="https://opensearch.org/news/">News</a></span>        
1568        <div class="article-content-wrap">
1569          
1570          <div class="post-header">
1571            <h3 class="title"><a href="https://opensearch.org/news/bianca-lewis-opensearch-software-foundation-kubecon-cloudnativecon-eu-2026/"> Bianca Lewis, OpenSearch Software Foundation | Kubecon + CloudNativeCon EU 2026</a></h3>
1572          </div>
1573          
1574          <div class="excerpt"></div><div class="grav-wrap"><a href="https://opensearch.org/author/cjyabraham/"><img alt='OpenSearch' src='https://secure.gravatar.com/avatar/?s=70&#038;d=mm&#038;r=g' srcset='https://secure.gravatar.com/avatar/?s=140&#038;d=mm&#038;r=g 2x' class='avatar avatar-70 photo avatar-default' height='70' width='70' decoding='async'/></a><div class="text"><a href="https://opensearch.org/author/cjyabraham/" rel="author">OpenSearch</a><span>March 26, 2026</span></div></div>
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1582    
1583</article>
1584<article id="post-9832" class=" masonry-blog-item post-9832 post type-post status-publish format-standard has-post-thumbnail category-news author-opensearch">  
1585    
1586  <div class="inner-wrap animated">
1587    
1588    <div class="post-content">
1589
1590      <div class="content-inner">
1591        
1592        <a class="entire-meta-link" href="https://sdtimes.com/ai/to-create-trustworthy-agentic-ai-seek-community-driven-innovation/"><span class="screen-reader-text">To Create Trustworthy Agentic AI, Seek Community-Driven Innovation</span></a>
1593        
1594        <span class="post-featured-img"><img class="nectar-lazy wp-post-image skip-lazy" alt="SD Times" height="945" width="1800" data-nectar-img-src="https://opensearch.org/wp-content/uploads/2025/02/sdtimes-1024x538.png" data-nectar-img-srcset="https://opensearch.org/wp-content/uploads/2025/02/sdtimes-1024x538.png 1024w, https://opensearch.org/wp-content/uploads/2025/02/sdtimes-300x158.png 300w, https://opensearch.org/wp-content/uploads/2025/02/sdtimes.png 1800w" sizes="(min-width: 1600px) 20vw, (min-width: 1300px) 25vw, (min-width: 1000px) 33.3vw, (min-width: 690px) 50vw, 100vw" /></span><span class="meta-category"><a class="news" href="https://opensearch.org/news/">News</a></span>        
1595        <div class="article-content-wrap">
1596          
1597          <div class="post-header">
1598            <h3 class="title"><a href="https://sdtimes.com/ai/to-create-trustworthy-agentic-ai-seek-community-driven-innovation/"> To Create Trustworthy Agentic AI, Seek Community-Driven Innovation</a></h3>
1599          </div>
1600          
1601          <div class="excerpt"></div><div class="grav-wrap"><a href="https://opensearch.org/author/cjyabraham/"><img alt='OpenSearch' src='https://secure.gravatar.com/avatar/?s=70&#038;d=mm&#038;r=g' srcset='https://secure.gravatar.com/avatar/?s=140&#038;d=mm&#038;r=g 2x' class='avatar avatar-70 photo avatar-default' height='70' width='70' decoding='async'/></a><div class="text"><a href="https://opensearch.org/author/cjyabraham/" rel="author">OpenSearch</a><span>March 11, 2026</span></div></div>
1602        </div><!--article-content-wrap-->
1603        
1604      </div><!--/content-inner-->
1605        
1606    </div><!--/post-content-->
1607      
1608  </div><!--/inner-wrap-->
1609    
1610</article>
1611<article id="post-8766" class=" masonry-blog-item post-8766 post type-post status-publish format-standard has-post-thumbnail category-news author-opensearch">  
1612    
1613  <div class="inner-wrap animated">
1614    
1615    <div class="post-content">
1616
1617      <div class="content-inner">
1618        
1619        <a class="entire-meta-link" href="https://vmblog.com/archive/2026/01/26/how-interconnected-technologies-like-search-observability-and-ai-will-coevolve-in-2026.aspx"><span class="screen-reader-text">Industry executives and experts share their predictions for 2026.  Read them in this 18th annual VMblog.com series exclusive.</span></a>
1620

1621        <span class="post-featured-img"><img class="nectar-lazy wp-post-image skip-lazy" alt="" height="945" width="1800" data-nectar-img-src="https://opensearch.org/wp-content/uploads/2026/02/Logos-for-Website-6-1024x538.png" data-nectar-img-srcset="https://opensearch.org/wp-content/uploads/2026/02/Logos-for-Website-6-1024x538.png 1024w, https://opensearch.org/wp-content/uploads/2026/02/Logos-for-Website-6-300x158.png 300w, https://opensearch.org/wp-content/uploads/2026/02/Logos-for-Website-6.png 1800w" sizes="(min-width: 1600px) 20vw, (min-width: 1300px) 25vw, (min-width: 1000px) 33.3vw, (min-width: 690px) 50vw, 100vw" /></span><span class="meta-category"><a class="news" href="https://opensearch.org/news/">News</a></span>        
1622        <div class="article-content-wrap">
1623          
1624          <div class="post-header">
1625            <h3 class="title"><a href="https://vmblog.com/archive/2026/01/26/how-interconnected-technologies-like-search-observability-and-ai-will-coevolve-in-2026.aspx"> Industry executives and experts share their predictions for 2026.  Read them in this 18th annual VMblog.com series exclusive.</a></h3>
1626          </div>
1627          
1628          <div class="excerpt"></div><div class="grav-wrap"><a href="https://opensearch.org/author/cjyabraham/"><img alt='OpenSearch' src='https://secure.gravatar.com/avatar/?s=70&#038;d=mm&#038;r=g' srcset='https://secure.gravatar.com/avatar/?s=140&#038;d=mm&#038;r=g 2x' class='avatar avatar-70 photo avatar-default' height='70' width='70' decoding='async'/></a><div class="text"><a href="https://opensearch.org/author/cjyabraham/" rel="author">OpenSearch</a><span>January 26, 2026</span></div></div>
1629        </div><!--article-content-wrap-->
1630        
1631      </div><!--/content-inner-->
1632        
1633    </div><!--/post-content-->
1634      
1635  </div><!--/inner-wrap-->
1636    
1637</article>
1638<article id="post-8764" class=" masonry-blog-item post-8764 post type-post status-publish format-standard has-post-thumbnail category-news author-opensearch">  
1639    
1640  <div class="inner-wrap animated">
1641    
1642    <div class="post-content">
1643
1644      <div class="content-inner">
1645        
1646        <a class="entire-meta-link" href="https://tfir.io/agent-ready-databases-2026-opensearch/"><span class="screen-reader-text">Why 2026 Is the Year of Agent-Ready Databases | Bianca Lewis, OpenSearch Software Foundation</span></a>
1647        
1648        <span class="post-featured-img"><img class="nectar-lazy wp-post-image skip-lazy" alt="TFiR" height="945" width="1800" data-nectar-img-src="https://opensearch.org/wp-content/uploads/2025/02/tfir-1024x538.png" data-nectar-img-srcset="https://opensearch.org/wp-content/uploads/2025/02/tfir-1024x538.png 1024w, https://opensearch.org/wp-content/uploads/2025/02/tfir-300x158.png 300w, https://opensearch.org/wp-content/uploads/2025/02/tfir.png 1800w" sizes="(min-width: 1600px) 20vw, (min-width: 1300px) 25vw, (min-width: 1000px) 33.3vw, (min-width: 690px) 50vw, 100vw" /></span><span class="meta-category"><a class="news" href="https://opensearch.org/news/">News</a></span>        
1649        <div class="article-content-wrap">
1650          
1651          <div class="post-header">
1652            <h3 class="title"><a href="https://tfir.io/agent-ready-databases-2026-opensearch/"> Why 2026 Is the Year of Agent-Ready Databases | Bianca Lewis, OpenSearch Software Foundation</a></h3>
1653          </div>
1654          
1655          <div class="excerpt"></div><div class="grav-wrap"><a href="https://opensearch.org/author/cjyabraham/"><img alt='OpenSearch' src='https://secure.gravatar.com/avatar/?s=70&#038;d=mm&#038;r=g' srcset='https://secure.gravatar.com/avatar/?s=140&#038;d=mm&#038;r=g 2x' class='avatar avatar-70 photo avatar-default' height='70' width='70' decoding='async'/></a><div class="text"><a href="https://opensearch.org/author/cjyabraham/" rel="author">OpenSearch</a><span>January 26, 2026</span></div></div>
1656        </div><!--article-content-wrap-->
1657        
1658      </div><!--/content-inner-->
1659        
1660    </div><!--/post-content-->
1661      
1662  </div><!--/inner-wrap-->
1663    
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1679		<div id="newsletter"  data-column-margin="default" data-midnight="dark"  class="wpb_row vc_row-fluid vc_row full-width-section has-row-bg-color"  style="padding-top: 15px; padding-bottom: 15px; --row-bg-color: #f4f8fb;"><div class="row-bg-wrap" data-bg-animation="none" data-bg-animation-delay="" data-bg-overlay="false"><div class="inner-wrap row-bg-layer" ><div class="row-bg viewport-desktop using-bg-color"  style="background-color: #f4f8fb; "></div></div></div><div class="row_col_wrap_12 col span_12 dark left">
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1681		<div class="vc_column-inner" >
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1683				<h2 style="text-align: center" class="vc_custom_heading vc_do_custom_heading" >Subscribe for updates, event info, and the latest community news</h2>
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1694
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1697
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1701</div></div>
1702<style type="text/css" data-type="vc_shortcodes-default-css">.vc_do_custom_heading{margin-bottom:0.625rem;margin-top:0;}</style> </div></div><style>.img-with-aniamtion-wrap[data-max-width="50%"]:not(.right) img,
1703                .img-with-aniamtion-wrap[data-max-width="75%"]:not(.right) img {
1704                  backface-visibility:hidden
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1706
1707
1708              .img-with-aniamtion-wrap[data-max-width="50%"] .inner,
1709              .nectar-flickity:not(.masonry) .flickity-slider .cell .img-with-aniamtion-wrap[data-max-width="50%"] img {
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1714
1715              .img-with-aniamtion-wrap[data-max-width="50%"].center,
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1726                max-width:75%;
1727                width: auto;
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1729
1730            @media only screen and (max-width: 999px) { .divider-wrap.height_tablet_0px > .divider {
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1733                  height: 30px!important;
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1735                  height: 0px!important;
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1739              padding-bottom: 7%!important;
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1741              padding-top: 7%!important;
1742            } }</style><div class="nectar-global-section nectar_hook_global_section_footer" role="contentinfo"><div class="container normal-container row"> 
1743		<div id="fws_6ab4d99e9fe7d"  data-column-margin="default" data-midnight="dark" data-top-percent="3%" data-bottom-percent="3%"  class="wpb_row vc_row-fluid vc_row full-width-section has-row-bg-color vc_row-o-equal-height vc_row-flex footer top_padding_phone_7pct bottom_padding_phone_7pct"  style="padding-top: calc(100vw * 0.03); padding-bottom: calc(100vw * 0.03); --row-bg-color: #f4f8fb;"><div class="row-bg-wrap" data-bg-animation="none" data-bg-animation-delay="" data-bg-overlay="false"><div class="inner-wrap row-bg-layer" ><div class="row-bg viewport-desktop using-bg-color"  style="background-color: #f4f8fb; "></div></div></div><div class="row_col_wrap_12 col span_12 dark left">
1744	<div  class="vc_col-sm-6 left-footer-container wpb_column column_container vc_column_container col no-extra-padding inherit_tablet inherit_phone "  data-padding-pos="all" data-has-bg-color="false" data-bg-color="" data-bg-opacity="1" data-animation="" data-delay="0" >
1745		<div class="vc_column-inner" >
1746			<div class="wpb_wrapper">
1747				<div class="img-with-aniamtion-wrap " data-max-width="50%" data-max-width-mobile="default" data-shadow="none" data-animation="none" >
1748      <div class="inner">
1749        <div class="hover-wrap"> 
1750          <div class="hover-wrap-inner">
1751            <img class="img-with-animation skip-lazy" data-delay="0" height="100" width="100" data-animation="none" src="https://opensearch.org/wp-content/uploads/2024/08/opensearch_logo_default.svg" alt=""  />
1752          </div>
1753        </div>
1754        
1755      </div>
1756    </div><h2 style="font-size: 24px;color: #020617;line-height: 36px;text-align: left;font-family:Open Sans;font-weight:400;font-style:normal" class="vc_custom_heading vc_do_custom_heading" >

1756OpenSearch is a community-driven, Apache 2.0-licensed open source search and analytics suite that makes it easy to ingest, search, visualize, and analyze data.</h2><div class="divider-wrap height_tablet_30px height_phone_30px " data-alignment="default"><div style="height: 100px;" class="divider"></div></div>
1757<div class="wpb_text_column wpb_content_element " >
1758	<ul class=" social"><li><a target="_blank" rel="noopener" href="https://www.linkedin.com/company/opensearch-project/"><span class="screen-reader-text">linkedin</span><i class="fa fa-linkedin" aria-hidden="true"></i></a></li><li><a target="_blank" rel="noopener" href="https://github.com/opensearch-project"><span class="screen-reader-text">github</span><i class="fa fa-github-alt" aria-hidden="true"></i></a></li><li><a target="_blank" rel="noopener" href="https://www.opensearch.org/slack.html"><span class="screen-reader-text">slack</span><i class="fa fa-slack" aria-hidden="true"></i></a></li><li><a target="_blank" rel="noopener" href="https://www.youtube.com/c/OpenSearchProject"><span class="screen-reader-text">youtube</span><i class="fa fa-youtube-play" aria-hidden="true"></i></a></li><li><a target="_blank" rel="noopener" href="https://fosstodon.org/@OpenSearchProject"><span class="screen-reader-text">mastodon</span><i class="icon-salient-mastodon" aria-hidden="true"></i></a></li><li><a target="_blank" rel="noopener" href="https://bsky.app/profile/opensearch.org"><span class="screen-reader-text">bluesky</span><i class="nectar-brands-bluesky" aria-hidden="true"></i></a></li><li><a target="_blank" rel="noopener" href="https://x.com/OpenSearchProj"><span class="screen-reader-text">x-twitter</span><i class="icon-salient-x-twitter" aria-hidden="true"></i></a></li></ul>
1759</div>
1760
1761
1762
1763<div class="divider-wrap" data-alignment="default"><div style="height: 30px;" class="divider"></div></div>
1764			</div> 
1765		</div>
1766	</div> 
1767
1768	<div  class="vc_col-sm-6 right-footer-container wpb_column column_container vc_column_container col no-extra-padding inherit_tablet inherit_phone "  data-padding-pos="all" data-has-bg-color="false" data-bg-color="" data-bg-opacity="1" data-animation="" data-delay="0" >
1769		<div class="vc_column-inner" >
1770			<div class="wpb_wrapper">
1771				<div id="fws_6ab4d99ea7267" data-midnight="" data-column-margin="default" class="wpb_row vc_row-fluid vc_row inner_row"  style=""><div class="row-bg-wrap"> <div class="row-bg" ></div> </div><div class="row_col_wrap_12_inner col span_12  left">
1772	<div  class="vc_col-sm-6 wpb_column column_container vc_column_container col child_column no-extra-padding inherit_tablet inherit_phone "   data-padding-pos="all" data-has-bg-color="false" data-bg-color="" data-bg-opacity="1" data-animation="" data-delay="0" >
1773		<div class="vc_column-inner" >
1774		<div class="wpb_wrapper">
1775			<h5 style="font-size: 30px;color: #006d97;line-height: 1.2;text-align: left;font-family:Open Sans Condensed;font-weight:700;font-style:normal" class="vc_custom_heading vc_do_custom_heading" >Participate</h5>
1776<div class="wpb_text_column wpb_content_element " >
1777	<p><a href="/code-of-conduct/">Code of Conduct</a><br />
1778<a href="https://forum.opensearch.org/">Forum</a><br />
1779<a href="https://github.com/opensearch-project">Project Repo</a><br />
1780<a href="https://github.com/opensearch-project/community">Community Repo</a><br />
1781<a href="https://www.meetup.com/pro/opensearchproject/">Meetup</a><br />
1782<a href="/connect/">Connect</a></p>
1783</div>
1784
1785
1786
1787<div class="divider-wrap height_tablet_0px height_phone_0px " data-alignment="default"><div style="height: 70px;" class="divider"></div></div><h5 style="font-size: 30px;color: #006d97;line-height: 1.2;text-align: left;font-family:Open Sans Condensed;font-weight:700;font-style:normal" class="vc_custom_heading vc_do_custom_heading vc_custom_1740177629198" >Providers</h5>
1788<div class="wpb_text_column wpb_content_element " >
1789	<p><a href="https://github.com/opensearch-project/project-website/issues/new?assignees=&amp;labels=enhancement%2C+untriaged&amp;projects=opensearch-project%2FWebsite+Update+Project%2Copensearch-project%2FPartner+Updates+and+Additions&amp;template=partner_add_new_partner.yml&amp;title=%5BPARTNER%5D+%7B%7B+Company+name+%7D%7D+">Become a Provider</a><br />
1790<a href="/solutions-providers/">Find a Provider</a></p>
1791</div>
1792
1793
1794
1795
1796		</div> 
1797	</div>
1798	</div> 
1799
1800	<div  class="vc_col-sm-6 wpb_column column_container vc_column_container col child_column no-extra-padding inherit_tablet inherit_phone "   data-padding-pos="all" data-has-bg-color="false" data-bg-color="" data-bg-opacity="1" data-animation="" data-delay="0" >
1801		<div class="vc_column-inner" >
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1803			<h5 style="font-size: 30px;color: #006d97;line-height: 1.2;text-align: left;font-family:Open Sans Condensed;font-weight:700;font-style:normal" class="vc_custom_heading vc_do_custom_heading" >

1803Resources</h5>
1804<div class="wpb_text_column wpb_content_element " >
1805	<p><a href="/about/">About</a><br />
1806<a href="/faq/">FAQ</a><br />
1807<a href="/releases/">Release Schedule</a><br />
1808<a href="/releases/#maintenance-policy">Maintenance Policy</a><br />
1809<a href="https://opensearch.org/docs/latest/about/">Documentation</a><br />
1810<a href="https://opensearch.org/docs/latest/getting-started/">Getting Started</a><br />
1811<a href="/links/">Quick Links</a><br />
1812<a href="/testimonials/">Testimonials</a><br />
1813<a href="/trademark-brand-policy/">Trademark &amp; Brand</a><br />
1814<a href="https://www.linuxfoundation.org/legal/privacy-policy">Privacy</a></p>
1815</div>
1816
1817
1818
1819
1820		</div> 
1821	</div>
1822	</div> 
1823</div></div>
1824			</div> 
1825		</div>
1826	</div> 
1827</div></div>
1828		<div id="fws_6ab4d99ea7ff6"  data-column-margin="default" data-midnight="dark"  class="wpb_row vc_row-fluid vc_row full-width-section has-row-bg-color footer"  style="padding-top: 0px; padding-bottom: 30px; --row-bg-color: #f4f8fb;"><div class="row-bg-wrap" data-bg-animation="none" data-bg-animation-delay="" data-bg-overlay="false"><div class="inner-wrap row-bg-layer" ><div class="row-bg viewport-desktop using-bg-color"  style="background-color: #f4f8fb; "></div></div></div><div class="row_col_wrap_12 col span_12 dark left">
1829	<div  class="vc_col-sm-12 wpb_column column_container vc_column_container col no-extra-padding inherit_tablet inherit_phone "  data-padding-pos="all" data-has-bg-color="false" data-bg-color="" data-bg-opacity="1" data-animation="" data-delay="0" >
1830		<div class="vc_column-inner" >
1831			<div class="wpb_wrapper">
1832				
1833<div class="wpb_text_column wpb_content_element  copyright" >
1834	<p style="max-width: unset; color: #777;">Â© Copyright The Linux Foundation. The OpenSearch Project is a project of The Linux Foundation. For web site terms of use, trademark policy and other policies applicable to The OpenSearch Project please see <a href="https://www.linuxfoundation.org/legal/policies/">Linux Foundation Policies</a>. The OpenSearch Project supports the OpenSearch open source project, which has been established as OpenSearch Project a Series of LF Projects, LLC. For policies applicable to the OpenSearch Project a Series of LF Projects, LLC, please see <a href="https://www.lfprojects.org/policies/">LF Projects, LLC Policies</a>, <a href="https://www.linuxfoundation.org/privacy">Privacy Policy</a>, <a href="https://www.linuxfoundation.org/terms">Terms of Use</a> and <a href="https://opensearch.org/trademark-brand-policy.html">the OpenSearch Trademark Policy</a>.</p>
1835</div>
1836
1837
1838
1839
1840			</div> 
1841		</div>
1842	</div> 
1843</div></div>
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1853
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1855
1856			<div class="inner-wrap">
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1858
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1860					<span class="icon-salient-x icon-default-style"></span>				</a>
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1862
1863									<div class="off-canvas-menu-container mobile-only" role="navigation">
1864
1865						
1866						<ul class="menu">
1867							<li class="menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children menu-item-5274"><a href="#" aria-haspopup="true" aria-expanded="false">About</a>
1868<ul class="sub-menu">
1869	<li class="menu-item menu-item-type-post_type menu-item-object-page menu-item-5275"><a href="https://opensearch.org/foundation/">Foundation</a></li>
1870	<li class="menu-item menu-item-type-custom menu-item-object-custom menu-item-5888"><a href="https://opensearch.org/foundation/#board">Governing Board</a></li>
1871	<li class="menu-item menu-item-type-custom menu-item-object-custom menu-item-5277"><a href="https://opensearch.org/charter">Charter</a></li>
1872	<li class="menu-item menu-item-type-custom menu-item-object-custom menu-item-5276"><a href="https://zoom-lfx.platform.linuxfoundation.org/meetings/opensearch-foundation?view=month">Meeting Calendar</a></li>
1873	<li class="menu-item menu-item-type-post_type menu-item-object-page menu-item-9993"><a href="https://opensearch.org/long-term-support/">Long-Term Support</a></li>
1874</ul>
1875</li>
1876<li class="megamenu columns-3 menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children menu-item-1715"><a href="#" aria-haspopup="true" aria-expanded="false">Platform</a>
1877<ul class="sub-menu">
1878	<li class="mega-menu-header menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-3385"><a href="https://opensearch.org/platform/" aria-haspopup="true" aria-expanded="false">Platform</a>
1879	<ul class="sub-menu">
1880		<li class="menu-item menu-item-type-custom menu-item-object-custom menu-item-has-icon menu-item-3409"><a href="https://opensearch.org/platform/opensearch-core/"><img width="320" height="320" src="https://opensearch.org/wp-content/uploads/2025/01/OpenSearch-Core.png" class="nectar-menu-icon-img skip-lazy" alt="" decoding="async" srcset="https://opensearch.org/wp-content/uploads/2025/01/OpenSearch-Core.png 320w, https://opensearch.org/wp-content/uploads/2025/01/OpenSearch-Core-150x150.png 150w, https://opensearch.org/wp-content/uploads/2025/01/OpenSearch-Core-300x300.png 300w" sizes="(max-width: 320px) 100v

1880w, 320px" /><span class="menu-title-text">OpenSearch Core</span><span class="nectar-menu-label nectar-pseudo-expand">OpenSearch is a powerful search and analytics engine built on Apache Lucene.</span></a></li>
1881		<li class="menu-item menu-item-type-custom menu-item-object-custom menu-item-has-icon menu-item-3410"><a href="https://opensearch.org/platform/opensearch-dashboards/"><img width="320" height="320" src="https://opensearch.org/wp-content/uploads/2025/01/OpenSearch-Dashboards.png" class="nectar-menu-icon-img skip-lazy" alt="" decoding="async" srcset="https://opensearch.org/wp-content/uploads/2025/01/OpenSearch-Dashboards.png 320w, https://opensearch.org/wp-content/uploads/2025/01/OpenSearch-Dashboards-150x150.png 150w, https://opensearch.org/wp-content/uploads/2025/01/OpenSearch-Dashboards-300x300.png 300w" sizes="(max-width: 320px) 100vw, 320px" /><span class="menu-title-text">OpenSearch Dashboards</span><span class="nectar-menu-label nectar-pseudo-expand">Our data visualization toolset is a flexible, fully integrated solution for visually exploring and querying your data.</span></a></li>
1882		<li class="menu-item menu-item-type-post_type menu-item-object-page menu-item-has-icon menu-item-7320"><a href="https://opensearch.org/platform/opensearch-data-prepper/"><img width="320" height="320" src="https://opensearch.org/wp-content/uploads/2025/01/OpenSearch-DataPrepper-1.png" class="nectar-menu-icon-img skip-lazy" alt="" decoding="async" srcset="https://opensearch.org/wp-content/uploads/2025/01/OpenSearch-DataPrepper-1.png 320w, https://opensearch.org/wp-content/uploads/2025/01/OpenSearch-DataPrepper-1-150x150.png 150w, https://opensearch.org/wp-content/uploads/2025/01/OpenSearch-DataPrepper-1-300x300.png 300w" sizes="(max-width: 320px) 100vw, 320px" /><span class="menu-title-text">OpenSearch Data Prepper</span><span class="nectar-menu-label nectar-pseudo-expand">A server-side data collector designed to enrich, transform, and aggregate data for downstream analytics with Opensearch.</span></a></li>
1883		<li class="menu-item menu-item-type-custom menu-item-object-custom menu-item-has-icon menu-item-4982"><a href="https://opensearch.org/platform/vector-engine/"><img width="150" height="150" src="https://opensearch.org/wp-content/uploads/2025/02/AWS-icon-OSVE-v3-03-1.png" class="nectar-menu-icon-img skip-lazy" alt="Vector Search Icon" decoding="async" /><span class="menu-title-text">OpenSearch Vector Engine</span><span class="nectar-menu-label nectar-pseudo-expand">Power machine learning and generative AI applications with a high-performance database designed for the way AI understands data.</span></a></li>
1884	</ul>
1885</li>
1886	<li class="mega-menu-header menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children menu-item-3406"><a href="#" aria-haspopup="true" aria-expanded="false">Capabilities</a>
1887	<ul class="sub-menu">
1888		<li class="menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-has-icon menu-item-3380"><a href="https://opensearch.org/platform/machine-learning/" aria-haspopup="true" aria-expanded="false"><img width="320" height="320" src="https://opensearch.org/wp-content/uploads/2025/01/OpenSearch-AI-1.png" class="nectar-menu-icon-img skip-lazy" alt="" decoding="async" srcset="https://opensearch.org/wp-content/uploads/2025/01/OpenSearch-AI-1.png 320w, https://opensearch.org/wp-content/uploads/2025/01/OpenSearch-AI-1-150x150.png 150w, https://opensearch.org/wp-content/uploads/2025/01/OpenSearch-AI-1-300x300.png 300w" sizes="(max-width: 320px) 100vw, 320px" /><span class="menu-title-text">Machine learning and AI</span></a>
1889		<ul class="sub-menu">
1890			<li class="menu-item menu-item-type-custom menu-item-object-custom menu-item-3421"><a href="https://opensearch.org/platform/vector-search/">Vector Search</a></li>
1891			<li class="menu-item menu-item-type-custom menu-item-object-custom menu-item-3422"><a href="/platform/anomaly-detection/">Anomaly Detection</a></li>
1892			<li class="menu-item menu-item-type-custom menu-item-object-custom menu-item-11306"><a href="https://opensearch.org/agent-skills/">Agent Skills</a></li>
1893		</ul>
1894</li>
1895		<li class="menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-has-icon menu-item-3382"><a href="https://opensearch.org/platform/os-search/" aria-haspopup="true" aria-expanded="false"><img width="320" height="320" src="https://opensearch.org/wp-content/uploads/2025/01/OpenSearch-Search.png" class="nectar-menu-icon-img skip-lazy" alt="" decoding="async" srcset="https://opensearch.org/wp-content/uploads/2025/01/OpenSearch-Search.png 320w, https://opensearch.org/wp-content/uploads/2025/01/OpenSearch-Search-150x150.png 150w, https://opensearch.org/wp-content/uploads/2025/01/OpenSearch-Search-300x300.png 300w" sizes="(max-width: 320px) 100v

1895w, 320px" /><span class="menu-title-text">Search</span></a>
1896		<ul class="sub-menu">
1897			<li class="menu-item menu-item-type-custom menu-item-object-custom menu-item-3423"><a href="https://opensearch.org/platform/e-commerce-search/">E-Commerce</a></li>
1898			<li class="menu-item menu-item-type-post_type menu-item-object-page menu-item-9176"><a href="https://opensearch.org/enterprise-search/">Enterprise Search</a></li>
1899			<li class="menu-item menu-item-type-post_type menu-item-object-page menu-item-8452"><a href="https://opensearch.org/platform/document-search/">Document Search</a></li>
1900			<li class="menu-item menu-item-type-custom menu-item-object-custom menu-item-6178"><a href="https://opensearch.org/platform/search-relevance/">Search Relevance</a></li>
1901		</ul>
1902</li>
1903		<li class="menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-has-icon menu-item-3381"><a href="https://opensearch.org/platform/opensearch-observability/" aria-haspopup="true" aria-expanded="false"><img width="320" height="320" src="https://opensearch.org/wp-content/uploads/2025/01/OpenSearch-Observability.png" class="nectar-menu-icon-img skip-lazy" alt="" decoding="async" srcset="https://opensearch.org/wp-content/uploads/2025/01/OpenSearch-Observability.png 320w, https://opensearch.org/wp-content/uploads/2025/01/OpenSearch-Observability-150x150.png 150w, https://opensearch.org/wp-content/uploads/2025/01/OpenSearch-Observability-300x300.png 300w" sizes="(max-width: 320px) 100vw, 320px" /><span class="menu-title-text">Observability</span></a>
1904		<ul class="sub-menu">
1905			<li class="menu-item menu-item-type-post_type menu-item-object-page menu-item-9763"><a href="https://opensearch.org/platform/observability-stack/">Observability Stack</a></li>
1906			<li class="menu-item menu-item-type-custom menu-item-object-custom menu-item-3425"><a href="https://opensearch.org/platform/performance-monitoring/">Performance Monitoring</a></li>
1907			<li class="menu-item menu-item-type-post_type menu-item-object-page menu-item-8451"><a href="https://opensearch.org/platform/log-analytics/">Log Analytics</a></li>
1908		</ul>
1909</li>
1910		<li class="menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-has-icon menu-item-3383"><a href="https://opensearch.org/platform/security-analytics/" aria-haspopup="true" aria-expanded="false"><img width="320" height="320" src="https://opensearch.org/wp-content/uploads/2025/01/OpenSearch-Security.png" class="nectar-menu-icon-img skip-lazy" alt="" decoding="async" srcset="https://opensearch.org/wp-content/uploads/2025/01/OpenSearch-Security.png 320w, https://opensearch.org/wp-content/uploads/2025/01/OpenSearch-Security-150x150.png 150w, https://opensearch.org/wp-content/uploads/2025/01/OpenSearch-Security-300x300.png 300w" sizes="(max-width: 320px) 100vw, 320px" /><span class="menu-title-text">Security Analytics</span></a>
1911		<ul class="sub-menu">
1912			<li class="menu-item menu-item-type-post_type menu-item-object-page menu-item-8450"><a href="https://opensearch.org/platform/threat-intelligence/">Threat Intelligence</a></li>
1913			<li class="menu-item menu-item-type-custom menu-item-object-custom menu-item-3428"><a href="https://opensearch.org/platform/event-correlation/">Event Correlation</a></li>
1914		</ul>
1915</li>
1916	</ul>
1917</li>
1918	<li class="mega-menu-header menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children menu-item-3407"><a href="#" aria-haspopup="true" aria-expanded="false">Performance Benchmarks</a>
1919	<ul class="sub-menu">
1920		<li class="menu-item menu-item-type-custom menu-item-object-custom menu-item-has-icon menu-item-3473"><a href="/benchmarks/"><img width="80" height="81" src="https://opensearch.org/wp-content/uploads/2025/01/OpenSearch-PerformanceBenchmarks-Icon-1.png" class="nectar-menu-icon-img skip-lazy" alt="" decoding="async" /><span class="menu-title-text">View key performance metrics across different workloads</span></a></li>
1921		<li class="menu-item menu-item-type-custom menu-item-object-custom menu-item-3429"><a href="/benchmarks/">View Data</a></li>
1922		<li class="mega-menu-header hidden-header min-header-height menu-item menu-item-type-custom menu-item-object-custom menu-item-3476"><a href="#">Roadmap</a></li>
1923		<li class="menu-item menu-item-type-custom menu-item-object-custom menu-item-hidden-text menu-item-3465"><a href="https://github.com/orgs/opensearch-project/projects/206"><div class="nectar-ext-menu-item style-default"><div class="image-layer-outer hover-default"><div class="image-layer"></div><div class="color-overlay"></div></div><div class="inner-content"><span class="title inherit-default"><span class="menu-title-text">Image</span></span></div></div></a></li>
1924		<li class="menu-item menu-item-type-custom menu-item-object-custom menu-item-3461"><a href="https://github.com/orgs/opensearch-project/projects/206">OpenSearch Project Roadmap<small class="item_desc">Explore our official project roadmap on GitHub</small></a></li>
1925	</ul>
1926</li>
1927</ul>
1928</li>
1929<li class="megamenu columns-3 menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children menu-item-1717"><a href="#" aria-haspopup="true" aria-expanded="false">Community</a>
1930<ul class="sub-menu">
1931	<li class="mega-menu-header menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children menu-item-3441"><a href="/community/" aria-haspopup="true" aria-expanded="false">OpenSearch Community</a>
1932	<ul class="sub-menu">
1933		<li class="menu-item menu-item-type-custom menu-item-object-custom menu-item-has-icon menu-item-3387"><a href="https://forum.opensearch.org/"><img width="81" height="81" src="https://opensearch.org/wp-content/uploads/2025/01/OpenSearch-Forum-Icon.png" class="nectar-menu-icon-img skip-lazy" alt="" decoding="async" /><span class="menu-title-text">Forum</span><small class="item_desc">Find answers to your questions, help others in the community, and join the conversation.</small></a></li>
1934		<li class="menu-item menu-item-type-post_type menu-item-object-page menu-item-has-icon menu-item-3388"><a href="https://opensearch.org/events/"><img width="320" height="320" src="https://opensearch.org/wp-content/uploads/2025/01/OpenSearch-Events.png" class="nectar-menu-icon-img skip-lazy" alt="" decoding="async" srcset="https://opensearch.org/wp-content/uploads/2025/01/OpenSearch-Events.png 320w, https://opensearch.org/wp-content/uploads/2025/01/OpenSearch-Events-150x150.png 150w, https://opensearch.org/wp-content/uploads/2025/01/OpenSearch-Events-300x300.png 300w" sizes="(max-width: 320px) 100v

1934w, 320px" /><span class="menu-title-text">Events</span><small class="item_desc">Community Meetings, Development Backlog &#038; Triage, in-person, and virtual events.</small></a></li>
1935		<li class="menu-item menu-item-type-post_type menu-item-object-page menu-item-has-icon menu-item-6793"><a href="https://opensearch.org/ambassadors/"><img width="1024" height="1024" src="https://opensearch.org/wp-content/uploads/2025/02/OpenSearch-Ambassador_Icon__v1-C-1024x1024.png" class="nectar-menu-icon-img skip-lazy" alt="" decoding="async" srcset="https://opensearch.org/wp-content/uploads/2025/02/OpenSearch-Ambassador_Icon__v1-C-1024x1024.png 1024w, https://opensearch.org/wp-content/uploads/2025/02/OpenSearch-Ambassador_Icon__v1-C-300x300.png 300w, https://opensearch.org/wp-content/uploads/2025/02/OpenSearch-Ambassador_Icon__v1-C-150x150.png 150w" sizes="(max-width: 1024px) 100vw, 1024px" /><span class="menu-title-text">Ambassadors</span><small class="item_desc">Ambassadors Community leaders who share knowledge and grow OpenSearch.</small></a></li>
1936		<li class="menu-item menu-item-type-custom menu-item-object-custom menu-item-has-icon menu-item-3446"><a href="/solutions-providers/"><img width="81" height="81" src="https://opensearch.org/wp-content/uploads/2025/01/OpenSearch-Providers-Icon.png" class="nectar-menu-icon-img skip-lazy" alt="" decoding="async" /><span class="menu-title-text">Solutions Providers</span><small class="item_desc">Find open-source providers offering solutions and services.</small></a></li>
1937		<li class="menu-item menu-item-type-custom menu-item-object-custom menu-item-has-icon menu-item-3447"><a href="/community-projects/"><img width="81" height="81" src="https://opensearch.org/wp-content/uploads/2025/01/OpenSearch-Projects-Icon.png" class="nectar-menu-icon-img skip-lazy" alt="" decoding="async" /><span class="menu-title-text">Projects</span><small class="item_desc">Highlights of projects built by the community.</small></a></li>
1938		<li class="menu-item menu-item-type-custom menu-item-object-custom menu-item-has-icon menu-item-3448"><a href="/user-groups/"><img width="81" height="81" src="https://opensearch.org/wp-content/uploads/2025/01/OpenSearch-UserGroups-Icon.png" class="nectar-menu-icon-img skip-lazy" alt="" decoding="async" /><span class="menu-title-text">User Groups</span><small class="item_desc">Join the OpenSearch Project Meetup Network</small></a></li>
1939	</ul>
1940</li>
1941	<li class="mega-menu-header menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children menu-item-3444"><a href="#" aria-haspopup="true" aria-expanded="false">Community Resources</a>
1942	<ul class="sub-menu">
1943		<li class="menu-item menu-item-type-post_type menu-item-object-page menu-item-has-icon menu-item-3390"><a href="https://opensearch.org/slack/"><img width="128" height="128" src="https://opensearch.org/wp-content/uploads/2025/01/OpenSearch-Slack.png" class="nectar-menu-icon-img skip-lazy" alt="" decoding="async" /><span class="menu-title-text">Slack</span><small class="item_desc">Speak with other developers.</small></a></li>
1944		<li class="menu-item menu-item-type-custom menu-item-object-custom menu-item-has-icon menu-item-3394"><a href="https://github.com/opensearch-project"><img width="144" height="144" src="https://opensearch.org/wp-content/uploads/2025/01/OpenSearch-Github.png" class="nectar-menu-icon-img skip-lazy" alt="" decoding="async" /><span class="menu-title-text">GitHub Project Organization</span><small class="item_desc">Join us for in-person and virtual events to learn the latest about the project.</small></a></li>
1945	</ul>
1946</li>
1947	<li class="mega-menu-header menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children menu-item-3442"><a href="#" aria-haspopup="true" aria-expanded="false">OpenSearchCon</a>
1948	<ul class="sub-menu">
1949		<li class="menu-item menu-item-type-custom menu-item-object-custom menu-item-5258"><a href="https://events.linuxfoundation.org/opensearchcon-north-america/">OpenSearchCon North America<small class="item_desc">September 22-24, 2026 | San Jose, CA</small></a></li>
1950		<li class="menu-item menu-item-type-custom menu-item-object-custom menu-item-hidden-text menu-item-3451"><a href="https://events.linuxfoundation.org/opensearchcon-north-america/"><div class="nectar-ext-menu-item style-default"><div class="image-layer-outer hover-default"><div class="image-layer"></div><div class="color-overlay"></div></div><div class="inner-content"><span class="title inherit-default"><span class="menu-title-text">Image</span></span></div></div></a></li>
1951	</ul>
1952</li>
1953</ul>
1954</li>
1955<li class="megamenu columns-3 menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children menu-item-1718"><a href="#" aria-haspopup="true" aria-expanded="false">Documentation</a>
1956<ul class="sub-menu">
1957	<li class="mega-menu-header menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children menu-item-3452"><a href="https://docs.opensearch.org/latest/" aria-haspopup="true" aria-expanded="false">Documentation Library</a>
1958	<ul class="sub-menu">
1959		<li class="menu-item menu-item-type-custom menu-item-object-custom menu-item-has-icon menu-item-3396"><a href="https://docs.opensearch.org/latest/about/"><img width="320" height="320" src="https://opensearch.org/wp-content/uploads/2025/01/OpenSearch-Dashboards-Square.png" class="nectar-menu-icon-img skip-lazy" alt="" decoding="async" srcset="https://opensearch.org/wp-content/uploads/2025/01/OpenSearch-Dashboards-Square.png 320w, https://opensearch.org/wp-content/uploads/2025/01/OpenSearch-Dashboards-Square-150x150.png 150w, https://opensearch.org/wp-content/uploads/2025/01/OpenSearch-Dashboards-Square-300x300.png 300w" sizes="(max-width: 320px) 100v

1959w, 320px" /><span class="menu-title-text">OpenSearch and Dashboards</span><small class="item_desc">Build your OpenSearch solution using core tooling and visualizations.</small></a></li>
1960		<li class="menu-item menu-item-type-custom menu-item-object-custom menu-item-has-icon menu-item-3397"><a href="https://docs.opensearch.org/latest/data-prepper/"><img width="320" height="320" src="https://opensearch.org/wp-content/uploads/2025/01/OpenSearch-DataPrepper-1.png" class="nectar-menu-icon-img skip-lazy" alt="" decoding="async" srcset="https://opensearch.org/wp-content/uploads/2025/01/OpenSearch-DataPrepper-1.png 320w, https://opensearch.org/wp-content/uploads/2025/01/OpenSearch-DataPrepper-1-150x150.png 150w, https://opensearch.org/wp-content/uploads/2025/01/OpenSearch-DataPrepper-1-300x300.png 300w" sizes="(max-width: 320px) 100vw, 320px" /><span class="menu-title-text">OpenSearch Data Prepper</span><small class="item_desc">Filter, mutate, and sample your data for ingestion into OpenSearch.</small></a></li>
1961		<li class="menu-item menu-item-type-custom menu-item-object-custom menu-item-has-icon menu-item-5880"><a href="https://docs.opensearch.org/latest/migration-assistant/"><img width="1" height="1" src="https://opensearch.org/wp-content/uploads/2025/02/MigrationUpgrade_Color_Icon.svg" class="nectar-menu-icon-img skip-lazy" alt="Migration Icon" decoding="async" /><span class="menu-title-text">Migration Assistant</span><small class="item_desc">Begin your transition to OpenSearch with our migration toolkit</small></a></li>
1962	</ul>
1963</li>
1964	<li class="mega-menu-header hidden-header min-header-height menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children menu-item-3463"><a href="#" aria-haspopup="true" aria-expanded="false">Documentation Library II</a>
1965	<ul class="sub-menu">
1966		<li class="menu-item menu-item-type-custom menu-item-object-custom menu-item-has-icon menu-item-3398"><a href="https://docs.opensearch.org/latest/benchmark/"><img width="80" height="81" src="https://opensearch.org/wp-content/uploads/2025/01/OpenSearch-PerformanceBenchmarks-Icon-1.png" class="nectar-menu-icon-img skip-lazy" alt="" decoding="async" /><span class="menu-title-text">OpenSearch Benchmark</span><small class="item_desc">Measure performance metrics for your OpenSearch cluster.</small></a></li>
1967		<li class="menu-item menu-item-type-custom menu-item-object-custom menu-item-has-icon menu-item-3399"><a href="https://docs.opensearch.org/latest/clients/"><img width="80" height="81" src="https://opensearch.org/wp-content/uploads/2025/01/OpenSearch-Clients-Icon.png" class="nectar-menu-icon-img skip-lazy" alt="" decoding="async" /><span class="menu-title-text">Clients</span><small class="item_desc">Interact with OpenSearch from your application using language APIs.</small></a></li>
1968	</ul>
1969</li>
1970</ul>
1971</li>
1972<li class="menu-item menu-item-type-custom menu-item-object-custom current-menu-ancestor current-menu-parent menu-item-has-children menu-item-5527"><a href="#" aria-haspopup="true" aria-expanded="false">Learn</a>
1973<ul class="sub-menu">
1974	<li class="menu-item menu-item-type-post_type menu-item-object-page menu-item-9346"><a href="https://opensearch.org/analyst-reports/">Analyst Reports</a></li>
1975	<li class="menu-item menu-item-type-custom menu-item-object-custom menu-item-5528"><a href="/announcements/">Announcements</a></li>
1976	<li class="menu-item menu-item-type-custom menu-item-object-custom menu-item-5530"><a href="/authors-list/">Authors</a></li>
1977	<li class="menu-item menu-item-type-post_type menu-item-object-page menu-item-4197"><a href="https://opensearch.org/blog/">Blog</a></li>
1978	<li class="menu-item menu-item-type-taxonomy menu-item-object-category menu-item-6791"><a href="https://opensearch.org/case-studies/">Case Studies</a></li>
1979	<li class="menu-item menu-item-type-custom menu-item-object-custom current-menu-item menu-item-6053"><a href="/news/" aria-current="page">News</a></li>
1980	<li class="menu-item menu-item-type-custom menu-item-object-custom menu-item-11622"><a href="https://training.linuxfoundation.org/certification/opensearch-certified-practitioner-oscp/">OpenSearch Certification</a></li>
1981	<li class="menu-item menu-item-type-post_type menu-item-object-page menu-item-9329"><a href="https://opensearch.org/the-search-party/">The Search Party</a></li>
1982	<li class="menu-item menu-item-type-post_type menu-item-object-page menu-item-10784"><a href="https://opensearch.org/webinars/">Webinars</a></li>
1983</ul>
1984</li>
1985<li class="menu-item menu-item-type-custom menu-item-object-custom menu-item-3402"><a href="/downloads/">Downloads</a></li>
1986
1987						</ul>
1988
1989						<ul class="menu secondary-header-items">
1990													</ul>
1991					</div>
1992					
1993				</div>
1994
1995				<div class="bottom-meta-wrap"></div><!--/bottom-meta-wrap--></div> <!--/inner-wrap-->
1996				</div>
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Line numbers count LF bytes from the start of the resource, as the search results do. Vendor segments are library code the classifier recognised; they are stored but not indexed. Bytes are shown as Latin1 characters, one per byte.