New Design (#640)

* new design dir * build script * build script * Implement new design (#706) * initial basic set up * add customers section * add core features section * add customer-stories section * create common link component * add docker deploy section * add vectors section * minor tweaks * add footer component * add use cases page * general improvements * add controls to customer stories section * use mobile first approach * minor tweaks * small fix * add menu mobile * align breakpoints with Bootstrap * expand menu items and add menu icos --------- Co-authored-by: Nik Shemel <nikita_shershnev@hotmail.com> * Link hover effect (#739) * moved icons to the assets dir * styles for link * better link animation, added modifiers and updated links on the main page * fix * improved arrow animation without js debouncing * fix * npm run format * Hover effects for some links and cards (#744) * inline links hover * no underline by default, will add it only in articles later * more hovers * reusable card styles * fix * Fix top header and add some visual effects (#749) * fix top banner on mobile and add star background pattern * add more visual effects * update vectors image blur effect --------- Co-authored-by: Nik Shemel <nikita_shershnev@hotmail.com> * Updated styles for docker commands to make copying more user-friendly (#750) * updated styles for docker commans to make copying more user friendly * npm run format * Add feature overview cards (#753) * add feature overview cards * fix * Hero image styles and optimization (#756) * hero image * optimized hero image for different rezolutions * image source from md file, fixes * mobile fix * removed too small img * Add grid layout (#752) * add grid template * use bootstrap grid main page * small tweaks * fix * fix grid layout * polish main page * format code --------- Co-authored-by: Nik Shemel <nikita_shershnev@hotmail.com> * add qdrant vector database page (#757) * add qdrant vector database page * fix * add get started small block * format code * fix --------- Co-authored-by: trean <trean.mi@gmail.com> * Prettier for Hugo templates (#758) * better formatting for hugo templates * npm run format * add enterprise solutions page (#762) * add enterprise solutions page * fix * customers logos animation (#763) * use cases page (#760) * use cases page * fix use cases layout * small tweaks --------- Co-authored-by: Nik Shemel <nikita_shershnev@hotmail.com> * Replaced horizontal sections paddings with customized .container padding (#764) * replaced horizontal sections paddings with customized .container padding * updated new files * redundant whitespace * make asset file names lowercase * Content structure refactoring (#766) * refactor top-banner content source * refactor menu content source * refactor menu-mobile content source * refactor hero content source * refactor main page & get-started content source * refactor footer content source * refactor enterprise-solutions content source * refactor qdrant-vector-database content source * structure pages content * format code * add demos page (#768) * add demos page * add interactive tutorials section --------- Co-authored-by: Nik Shemel <nikita_shershnev@hotmail.com> * add qdrant cloud page (#767) * add qdrant cloud page * add new blocks and refactor * fix * fix * delete wrapper * add hybrid cloud page (#769) * add hybrid cloud page * fix * delete wrapper * run format --------- Co-authored-by: trean <trean.mi@gmail.com> * add private cloud page (#773) * add private cloud page * delete wrapper * add pricing page (#777) * add pricing page * add and fix some blocks * fix * delete empty file * fix * finished Hybrid-Cloud page and improved other pages (#782) * Add blog page (#789) * add blog page * fix * fix * fix * fix * Hybrid cloud landing launch preparation (#791) * moved img dir from assets to static * moved styles for the hybrid cloud page to the separate file * replaced png with svg, made images not interactable * updated head with title, favicons, seo * favicons files * npm run format * removed unused files * Svg instead png and hot-fix (#794) * moved new images to static * fixes * npm run format * added global base of, removed baseof from hybrid cloud, moved code to the list layout * npm run format * fix * moved icons to static dir (#797) * add qdrant blog post page (#795) * add qdrant blog post page * fix * Fix core features section (#799) * fix for core features section * fix cloud natve card * google analytis and gtm (#806) * About us page (#801) * about us page * add leadership section * add investors section * add open roles section * add more component to the about page * our story component * fix carousel position on the xl screen size --------- Co-authored-by: Nik Shemel <nikita_shershnev@hotmail.com> * Add contact pages (#815) * Add Not-found Page (#816) * Add Articles Page and Article-Post Page (#810) * Add Articles Page and Article-Post Page * fix * custom gutters (#812) * fix --------- Co-authored-by: trean <trean.mi@gmail.com> * Add Advanced-search Page (#825) * Add Advanced-search Page * fix * fix format * Customers review animation (#798) * splide carousel on the main page * npm run format * fix * buttons fix * moved content of baseof files to lists, so that all pages used the default layout (#831) * Add Recommendations page (#833) * Popup for the desktop submenu (#832) * popup for the desktop submenu * section link * menu urls * open external menu links in a new tab * Changed background icons to img so that they are pre-loaded and don't cause glitches when the submenu first appears * Add RAG and Data-Analysis Pages (#839) * Add RAG and Data-Analysis Pages * fix * Footer links and form (#838) * updated footer * hubspot form in the footer * fix IDs * submitted message alingn * fix * removed unused .md * Revert "removed unused .md" This reverts commit e6406a701b. * Moved 404 page to layouts root (#841) * moved 404 page to laouts root * removed unused .md * format * Move updates from hc landing (#842) * fixed scheme image * fix * cookie banner and base * new preview * fix * upd seo title, description, keywords * moved fonts * youtube video * format * Contac forms from Hubspot (#843) * adjusted the form partial to reuse * hubspot contact form * fixes * format * error messages fixes * Single page default layout, article content partial, table (#846) * single page default layout, article content partial, table * fix * fix * Code snippets for articles, blog, docs (#847) * code highlight * import highlight scss * code copy button and highlight styles * fix highlight * code snippet tabs * changes in lang switcher * changes to fix mobile view * no scrollbar * Article and blog pages update (#850) * returned input * articles, blog pages: a link to post, pagination * format * a form in blog hero * subscribe banner, fixes for hubspot styles * overall fixes, links * page-search * format * mobile fixes * fix search modal and pagination * removed todos comments --------- Co-authored-by: generall <andrey@vasnetsov.com> * Some links and fixes (#853) * links and fixes * links and menus adjustments * inline code highlight only inside article tag * demos and tutorials links and fixes * rag page fixes * links, hidden non existing links on the main * mobile * hidden menu links * Centered article post layout (#860) * centered layout for article posts and a separate partial for social share buttons * fix * mathjax support * format * links, small fixes (#859) * Add Documentation page (#861) * create menu structure * add docs menu * minor tweaks * add table contents * add article * fix * add text trim and indentation * fix --------- Co-authored-by: Nik Shemel <nikita_shershnev@hotmail.com> * breadcrumbs (#865) * breadcrumbs * post font-weight * align * ajusted layout to breadcrumbs * Small fixes (#869) * 6th tutorial card * fixes * some fixes * tutorials links * Docs update (#874) * tables, images, figures * aside alerts in a separate file * alerts icons * search button * moved feedback buttons to the separate partials, added on click behavior, added github links * dark theme of the search modal, separate css for docs section * added anchor.js * format * Overall fixes (#876) * top level links in the mobile menu * moved breackpoint to lg at some places * moved breackpoint to lg at some places * blockquote * format * About us photo (#878) * added a leadership photo * stars * hidden form header * Benchmarks in new design (#857) * benchmark list layout * single page layout for benchmarks * format * script fixes * benchmark list layout * uninstal local chart.js * benchmark layout fixes * benchmarks style fixes * format --------- Co-authored-by: generall <andrey@vasnetsov.com> * Overall fixes (#880) * code snippets scroll bar * global scrollbar * fixes * fixes * upd CI * upd CI * upd CI * move preview images to global static * Fixed an issue with disappeared articles (#881) * removed an excluding featured articles, increased number of articles per a page * urlquery * breadcrumbs url trailing slash * fix link * site map exclude upd, urls upd (#882) * fix logo with text * Article preview (#883) * moved archetypes * article preivew * format * fix * rss * Fixes (#888) * fix links on qdrant-vector-database page * update rag page * update links * resolve enterprise solutions * demos, pricing * fix link * qdrant-post__preview * fix * Always visible menu (#895) * replace built-for-perfomance.svg * site-header partial, fixed menu * format * fix * mobile fix * Small refactoring and content (#896) * moved some js to the file * position fixed for github stars * quotient logo * soc2 logo, customer review * hero subtitle * hide cloud video section and run format (#898) * Redirects for CMS authentication * scroll to anchor (#901) * fix * gh stars manual update * feat: CMD + K to search - New Design (#909) * remove glg and add discrod and X to logos --------- Co-authored-by: generall <andrey@vasnetsov.com> Co-authored-by: Mikita Shershneu <52164620+nshershnev@users.noreply.github.com> Co-authored-by: Nik Shemel <nikita_shershnev@hotmail.com> Co-authored-by: nastyapash <38438810+nastyapash@users.noreply.github.com> Co-authored-by: Anush <anushshetty90@gmail.com>
2026-09-25 22:18:30 +02:00 · 2024-05-21 09:57:56 +02:00
parent 266015adb0
commit 1f8607334b
749 changed files with 25995 additions and 504 deletions
@@ -0,0 +1,12 @@
+---
+title: retrieval-augmented-generation
+description: retrieval-augmented-generation
+url: rag
+build:
+  render: always
+cascade:
+- build:
+    list: local
+    publishResources: false
+    render: never
+---
@@ -0,0 +1,24 @@
+---
+title: RAG Evaluation
+descriptionFirstPart: Retrieval Augmented Generation (RAG) harnesses large language models to enhance content generation by effectively leveraging existing information. By amalgamating specific details from various sources, RAG facilitates accurate and relevant query results, making it invaluable across domains such as medical, finance, and academia for content creation, Q&A applications, and information synthesis.
+descriptionSecondPart: However, evaluating RAG systems is essential to refine and optimize their performance, ensuring alignment with user expectations and validating their functionality.
+image:
+  src: /img/retrieval-augmented-generation-evaluation/become-a-partner-graphic.svg
+  alt: Graphic
+partnersTitle: "We work with the best in the industry on RAG evaluation:"
+logos:
+- id: 0
+  icon:
+    src: /img/retrieval-augmented-generation-evaluation/arize-logo.svg
+    alt: Arize logo
+- id: 1
+  icon:
+    src: /img/retrieval-augmented-generation-evaluation/ragas-logo.svg
+    alt: Ragas logo
+- id: 2
+  icon:
+    src: /img/retrieval-augmented-generation-evaluation/quotient-logo.svg
+    alt: Quotient logo
+sitemapExclude: true
+---
+
@@ -0,0 +1,31 @@
+---
+title: RAG with Qdrant
+description: RAG, powered by Qdrant's efficient data retrieval, elevates AI's capacity to generate rich, context-aware content across text, code, and multimedia, enhancing relevance and precision on a scalable platform. Discover why Qdrant is the perfect choice for your RAG project.
+features:
+- id: 0
+  icon:
+    src: /icons/outline/speedometer-blue.svg
+    alt: Speedometer
+  title: Highest RPS
+  description: Qdrant leads with top requests-per-second, outperforming alternative vector databases in various datasets by up to 4x.
+- id: 1
+  icon:
+    src: /icons/outline/time-blue.svg
+    alt: Time
+  title: Fast Retrieval
+  description: "Qdrant achieves the lowest latency, ensuring quicker response times in data retrieval: 3ms response for 1M Open AI embeddings."
+- id: 2
+  icon:
+    src: /icons/outline/vectors-blue.svg
+    alt: Vectors
+  title: Multi-Vector Support
+  description: Integrate the strengths of multiple vectors per document, such as title and body, to create search experiences your customers admire.
+- id: 3
+  icon:
+    src: /icons/outline/compression-blue.svg
+    alt: Compression
+  title: Built-in Compression
+  description: Significantly reduce memory usage, improve search performance and save up to 30x cost for high-dimensional vectors with Quantization.
+sitemapExclude: true
+---
+
@@ -0,0 +1,15 @@
+---
+title: Retrieval Augmented Generation (RAG)
+description: Unlock the full potential of your AI with RAG powered by Qdrant. Dive into a new era of intelligent applications that understand and interact with unprecedented accuracy and depth.
+startFree:
+  text: Get Started
+  url: https://cloud.qdrant.io/
+learnMore:
+  text: Contact Us
+  url: /contact-us/
+image:
+  src: /img/vectors/vector-2.svg
+  alt: Retrieval Augmented Generation
+sitemapExclude: true
+---
+
@@ -0,0 +1,54 @@
+---
+title: Qdrant integrates with all leading LLM providers and frameworks
+integrations:
+- id: 0
+  icon:
+    src: /img/retrieval-augmented-generation-integrations/integration-cohere.svg
+    alt: Cohere logo
+  title: Cohere
+  description: Integrate Qdrant with Cohere's co.embed API and Python SDK.
+- id: 1
+  icon:
+    src: /img/retrieval-augmented-generation-integrations/integration-gemini.svg
+    alt: Gemini logo
+  title: Gemini
+  description: Connect Qdrant with Google's Gemini Embedding Model API seamlessly.
+- id: 2
+  icon:
+    src: /img/retrieval-augmented-generation-integrations/integration-open-ai.svg
+    alt: OpenAI logo
+  title: OpenAI
+  description: Easily integrate OpenAI embeddings with Qdrant using the official Python SDK.
+- id: 3
+  icon:
+    src: /img/retrieval-augmented-generation-integrations/integration-aleph-alpha.svg
+    alt: Aleph Alpha logo
+  title: Aleph Alpha
+  description: Integrate Qdrant with Aleph Alpha's multimodal, multilingual embeddings.
+- id: 4
+  icon:
+    src: /img/retrieval-augmented-generation-integrations/integration-jina.svg
+    alt: Jina logo
+  title: Jina
+  description: Easily integrate Qdrant with Jina's embeddings API.
+- id: 5
+  icon:
+    src: /img/retrieval-augmented-generation-integrations/integration-aws.svg
+    alt: AWS logo
+  title: AWS Bedrock
+  description: Utilize AWS Bedrock's embedding models with Qdrant seamlessly.
+- id: 6
+  icon:
+    src: /img/retrieval-augmented-generation-integrations/integration-lang-chain.svg
+    alt: LangChain logo
+  title: LangChain
+  description: Qdrant seamlessly integrates with LangChain for LLM development.
+- id: 7
+  icon:
+    src: /img/retrieval-augmented-generation-integrations/integration-llama-index.svg
+    alt: LlamaIndex logo
+  title: LlamaIndex
+  description: Qdrant integrates with LlamaIndex for efficient data indexing in LLMs.
+sitemapExclude: true
+---
+
@@ -0,0 +1,38 @@
+---
+title: Learn how to get started with Qdrant for your RAG use case
+features:
+- id: 0
+  image:
+    src: /img/retrieval-augmented-generation-use-cases/case1.svg
+    srcMobile: /img/retrieval-augmented-generation-use-cases/case1-mobile.svg
+    alt: Music recommendation
+  title: Question and Answer System with LlamaIndex
+  description: Combine Qdrant and LlamaIndex to create a self-updating Q&A system.
+  link:
+    text: Video Tutorial
+    url: https://www.youtube.com/watch?v=id5ql-Abq4Y&t=56s
+- id: 1
+  image:
+    src: /img/retrieval-augmented-generation-use-cases/case2.svg
+    srcMobile: /img/retrieval-augmented-generation-use-cases/case2-mobile.svg
+    alt: Food discovery
+  title: Retrieval Augmented Generation with OpenAI and Qdrant
+  description: Basic RAG pipeline with Qdrant and OpenAI SDKs.
+  link:
+    text: Learn More
+    url: /articles/food-discovery-demo/
+caseStudy:
+  logo:
+    src: /img/retrieval-augmented-generation-use-cases/customer-logo.svg
+    alt: Logo
+  title: See how Dust is using Qdrant for RAG
+  description: Dust provides companies with the core platform to execute on their GenAI bet for their teams by deploying LLMs across the organization and providing context aware AI assistants through RAG.
+  link:
+    text: Read Case Study
+    url: /blog/dust-and-qdrant/
+  image:
+    src: /img/retrieval-augmented-generation-use-cases/case-study.png
+    alt: Preview
+sitemapExclude: true
+---
+