articles

qdrant-landing/content/use-cases/advertising.md

@@ -1,6 +1,8 @@
 ---
 title: Advertising
 icon: ad-campaign
+custom_link_name: Article by Twitter
+custom_link: https://www.sciencedirect.com/science/article/abs/pii/S0925231217308445
 ---
 
 User interests cannot be described with rules, and that's where neural networks come in. 

qdrant-landing/content/use-cases/customer-support-optimization.md

@@ -1,6 +1,8 @@
 ---
 title: Customer Support and Sales Optimization
 icon: customer-service
+custom_link_name: Sentence Embeddings for Customer Support
+custom_link: https://blog.floydhub.com/automate-customer-support-part-one/
 ---
 
 Current advances in NLP can reduce the retinue work of customer service by up to 80 percent.

qdrant-landing/content/use-cases/e-commerce-search.md

@@ -2,6 +2,8 @@
 title: E-Commerce Search
 icon: dairy-products
 weight: 30
+custom_link_name: Paper by The Home Depot
+custom_link: https://arxiv.org/abs/2104.07572
 ---
 
 Increase your online basket size and revenue with the AI-powered search.

qdrant-landing/content/use-cases/face-recognition.md

@@ -1,6 +1,11 @@
 ---
-title: Face recognition
+title: Biometric identification
 icon: face-scan
+custom_link_name: Face Recognition Paper
+custom_link: https://arxiv.org/abs/1810.06951v1
+custom_link_name2: Speaker Recognition Paper
+custom_link2: https://arxiv.org/abs/2003.11982
+
 ---
 
 Not only totalitarian states use facial recognition. 

qdrant-landing/content/use-cases/fashion-search.md

@@ -1,6 +1,8 @@
 ---
 title: Fashion Search
 icon: clothing
+custom_link_name: Article by Zalando
+custom_link: https://engineering.zalando.com/posts/2018/02/search-deep-neural-network.html
 ---
 
 

qdrant-landing/content/use-cases/fintech.md

@@ -1,6 +1,8 @@
 ---
 title: Fintech
 icon: bank
+custom_link_name: Related Research
+custom_link: https://arxiv.org/abs/1808.05492
 ---
 
 Fraud detection is like recommendations in reverse. 

qdrant-landing/content/use-cases/food-search.md

@@ -2,7 +2,7 @@
 title: Food Discovery
 weight: 20
 icon: search
-custom_link_name: Demo
+custom_link_name: Our Demo
 custom_link: https://food-discovery.qdrant.tech
 ---
 

qdrant-landing/content/use-cases/law-search.md

@@ -1,6 +1,8 @@
 ---
 title: Law Case Search
 icon: hammer
+custom_link_name: Related Research
+custom_link: https://arxiv.org/abs/2004.12307
 ---
 
 The wording of court decisions can be difficult not only for ordinary people, but sometimes for the lawyers themselves.

qdrant-landing/content/use-cases/media-and-games.md

@@ -1,6 +1,8 @@
 ---
 title: Media and Games
 icon: game-controller
+custom_link_name: Related Research
+custom_link: https://arxiv.org/abs/1803.00202
 ---
 
 Personalized recommendations for music, movies, games, and other entertainment content are also some sort of search.