diff --git a/automation/template/apply-template.sh b/automation/template/apply-template.sh index effa0c6d5..be4b36702 100644 --- a/automation/template/apply-template.sh +++ b/automation/template/apply-template.sh @@ -40,7 +40,7 @@ if [ -z "$BACKGROUND_PATH" ]; then -interline-spacing 0 \ -font "RobotoB" \ -fill '#F2F6FF' \ - -size 640x \ + -size 853x \ -density 72 \ -pointsize 80 \ -background none \ @@ -62,7 +62,7 @@ else -interline-spacing 0 \ -font "RobotoB" \ -fill '#F2F6FF' \ - -size 640x \ + -size 853x \ -density 72 \ -pointsize 80 \ -background none \ diff --git a/qdrant-landing/content/articles/binary-quantization-openai.md b/qdrant-landing/content/articles/binary-quantization-openai.md index 4f52d57b1..33cc31800 100644 --- a/qdrant-landing/content/articles/binary-quantization-openai.md +++ b/qdrant-landing/content/articles/binary-quantization-openai.md @@ -7,7 +7,7 @@ description: Explore how Qdrant's Binary Quantization can significantly improve preview_dir: /articles_data/binary-quantization-openai/preview preview_image: /articles-data/binary-quantization-openai/Article-Image.png small_preview_image: /articles_data/binary-quantization-openai/icon.svg -social_preview_image: /articles_data/binary-quantization-openai/preview/social-preview.png +social_preview_image: /articles_data/binary-quantization-openai/preview/social_preview.jpg title_preview_image: /articles_data/binary-quantization-openai/preview/preview.webp date: 2024-02-21T13:12:08-08:00 diff --git a/qdrant-landing/content/articles/binary-quantization.md b/qdrant-landing/content/articles/binary-quantization.md index d74aeaa6b..6066ec4fe 100644 --- a/qdrant-landing/content/articles/binary-quantization.md +++ b/qdrant-landing/content/articles/binary-quantization.md @@ -2,7 +2,7 @@ title: "Binary Quantization: 40x Faster Vector Search" short_description: "Binary Quantization is a newly introduced mechanism of reducing the memory footprint and increasing performance" description: "Binary Quantization is a newly introduced mechanism of reducing the memory footprint and increasing performance" -social_preview_image: /articles_data/binary-quantization/social_preview.png +social_preview_image: /articles_data/binary-quantization/preview/social_preview.jpg small_preview_image: /articles_data/binary-quantization/binary-quantization-icon.svg preview_dir: /articles_data/binary-quantization/preview weight: 70 diff --git a/qdrant-landing/content/articles/bm42.md b/qdrant-landing/content/articles/bm42.md index b9c3c4fbf..debdc70b9 100644 --- a/qdrant-landing/content/articles/bm42.md +++ b/qdrant-landing/content/articles/bm42.md @@ -2,7 +2,7 @@ title: "BM42: Attention-Based Sparse Embeddings for Hybrid Search" short_description: "Introducing next evolutionary step in lexical search." description: "Introducing BM42 - a new sparse embedding approach, which combines the benefits of exact keyword search with the intelligence of transformers." -social_preview_image: /articles_data/bm42/social-preview.jpg +social_preview_image: /articles_data/bm42/preview/social_preview.jpg preview_dir: /articles_data/bm42/preview weight: 40 author: Andrey Vasnetsov diff --git a/qdrant-landing/content/articles/cross-encoder-integration-gsoc.md b/qdrant-landing/content/articles/cross-encoder-integration-gsoc.md index 81ccf1ad1..a6b0ec721 100644 --- a/qdrant-landing/content/articles/cross-encoder-integration-gsoc.md +++ b/qdrant-landing/content/articles/cross-encoder-integration-gsoc.md @@ -3,7 +3,6 @@ title: "Qdrant Summer of Code 2024 - ONNX Cross Encoders in Python" short_description: QSoC 2024 ONNX Cross Encoders in Python description: A summary of my work and experience at Qdrant Summer of Code 2024. preview_dir: /articles_data/cross-encoder-integration-gsoc/preview -small_preview_image: /articles_data/cross-encoder-integration-gsoc/icon.svg social_preview_image: /articles_data/cross-encoder-integration-gsoc/preview/social_preview.jpg weight: -212 author: Huong (Celine) Hoang diff --git a/qdrant-landing/content/articles/dedicated-service.md b/qdrant-landing/content/articles/dedicated-service.md index 9357476aa..8a7eb271b 100644 --- a/qdrant-landing/content/articles/dedicated-service.md +++ b/qdrant-landing/content/articles/dedicated-service.md @@ -2,7 +2,7 @@ title: "Do You Need Dedicated Vector Search?" short_description: "Why vector search requires to be a dedicated service." description: "Why vector search requires a dedicated service." -social_preview_image: /articles_data/dedicated-service/social-preview.png +social_preview_image: /articles_data/dedicated-service/preview/social_preview.jpg small_preview_image: /articles_data/dedicated-service/preview/icon.svg preview_dir: /articles_data/dedicated-service/preview weight: 90 diff --git a/qdrant-landing/content/articles/discovery-search.md b/qdrant-landing/content/articles/discovery-search.md index 78adfd2c9..df9ed056b 100644 --- a/qdrant-landing/content/articles/discovery-search.md +++ b/qdrant-landing/content/articles/discovery-search.md @@ -2,7 +2,7 @@ title: "Discovery Search in Qdrant" short_description: Discover points by constraining the vector space. description: Discovery Search, an innovative way to constrain the vector space in which a search is performed, relying only on vectors. -social_preview_image: /articles_data/discovery-search/social_preview.jpg +social_preview_image: /articles_data/discovery-search/preview/social_preview.jpg small_preview_image: /articles_data/discovery-search/icon.svg preview_dir: /articles_data/discovery-search/preview weight: 20 diff --git a/qdrant-landing/content/articles/distance-based-exploration.md b/qdrant-landing/content/articles/distance-based-exploration.md index ac2babea7..672a9bef8 100644 --- a/qdrant-landing/content/articles/distance-based-exploration.md +++ b/qdrant-landing/content/articles/distance-based-exploration.md @@ -2,7 +2,7 @@ title: "Data Exploration with Qdrant's Distance Matrix API" short_description: "Efficient visualization and clusterization of high-dimensional data with Qdrant" description: "Explore your data under a new angle with Qdrant's tools for dimensionality reduction, clusterization, and visualization." -social_preview_image: /articles_data/distance-based-exploration/social-preview.jpg +social_preview_image: /articles_data/distance-based-exploration/preview/social_preview.jpg preview_dir: /articles_data/distance-based-exploration/preview weight: 10 author: Andrey Vasnetsov diff --git a/qdrant-landing/content/articles/filterable-hnsw.md b/qdrant-landing/content/articles/filterable-hnsw.md index 9aeabae3d..05ef0d5a7 100644 --- a/qdrant-landing/content/articles/filterable-hnsw.md +++ b/qdrant-landing/content/articles/filterable-hnsw.md @@ -3,7 +3,7 @@ title: "Filterable HNSW Without Recall Loss" short_description: How to make ANN search with custom filtering? description: How to make ANN search with custom filtering? Search in selected subsets without losing the results. # external_link: https://blog.vasnetsov.com/posts/categorical-hnsw/ -social_preview_image: /articles_data/filterable-hnsw/social_preview.jpg +social_preview_image: /articles_data/filterable-hnsw/preview/social_preview.jpg preview_dir: /articles_data/filterable-hnsw/preview small_preview_image: /articles_data/filterable-hnsw/global-network.svg weight: 40 diff --git a/qdrant-landing/content/articles/hybrid-search.md b/qdrant-landing/content/articles/hybrid-search.md index a026d355f..ee411dd2e 100644 --- a/qdrant-landing/content/articles/hybrid-search.md +++ b/qdrant-landing/content/articles/hybrid-search.md @@ -3,7 +3,7 @@ title: "Hybrid Search with Qdrant's Query API" short_description: "Merging different search methods to improve the search quality was never easier" description: "Our new Query API allows you to build a hybrid search system that uses different search methods to improve search quality & experience. Learn more here." preview_dir: /articles_data/hybrid-search/preview -social_preview_image: /articles_data/hybrid-search/social-preview.png +social_preview_image: /articles_data/hybrid-search/preview/social_preview.jpg weight: 80 author: Kacper Łukawski author_link: https://kacperlukawski.com diff --git a/qdrant-landing/content/articles/immutable-data-structures.md b/qdrant-landing/content/articles/immutable-data-structures.md index 12b202a56..a5ef070c7 100644 --- a/qdrant-landing/content/articles/immutable-data-structures.md +++ b/qdrant-landing/content/articles/immutable-data-structures.md @@ -2,7 +2,7 @@ title: "Immutable Data Structures in Qdrant" short_description: "Learn how immutable data structures improve vector search performance in Qdrant." description: "Learn how immutable data structures improve vector search performance in Qdrant." -social_preview_image: /articles_data/immutable-data-structures/social_preview.png +social_preview_image: /articles_data/immutable-data-structures/preview/social_preview.jpg preview_dir: /articles_data/immutable-data-structures/preview weight: 20 author: Andrey Vasnetsov diff --git a/qdrant-landing/content/articles/io_uring.md b/qdrant-landing/content/articles/io_uring.md index 267841545..93394dda0 100644 --- a/qdrant-landing/content/articles/io_uring.md +++ b/qdrant-landing/content/articles/io_uring.md @@ -2,7 +2,7 @@ title: "Faster Disk I/O for Vector Search Using io_uring" short_description: "The Linux io_uring API offers great performance in certain cases. Here's how Qdrant uses it!" description: "Slow disk decelerating your Qdrant deployment? Get on top of IO overhead with this one trick!" -social_preview_image: /articles_data/io_uring/social_preview.png +social_preview_image: /articles_data/io_uring/preview/social_preview.jpg small_preview_image: /articles_data/io_uring/io_uring-icon.svg preview_dir: /articles_data/io_uring/preview weight: 30 diff --git a/qdrant-landing/content/articles/langchain-integration.md b/qdrant-landing/content/articles/langchain-integration.md index aa56b5d80..d0187c03e 100644 --- a/qdrant-landing/content/articles/langchain-integration.md +++ b/qdrant-landing/content/articles/langchain-integration.md @@ -2,7 +2,7 @@ title: "Using LangChain for Question Answering with Qdrant" short_description: "Large Language Models might be developed fast with modern tool. Here is how!" description: "We combined LangChain, a pre-trained LLM from OpenAI, SentenceTransformers & Qdrant to create a question answering system with just a few lines of code. Learn more!" -social_preview_image: /articles_data/langchain-integration/social_preview.png +social_preview_image: /articles_data/langchain-integration/preview/social_preview.jpg small_preview_image: /articles_data/langchain-integration/chain.svg preview_dir: /articles_data/langchain-integration/preview weight: 40 diff --git a/qdrant-landing/content/articles/late-interaction-models.md b/qdrant-landing/content/articles/late-interaction-models.md index 71a9cccd2..c343c5796 100644 --- a/qdrant-landing/content/articles/late-interaction-models.md +++ b/qdrant-landing/content/articles/late-interaction-models.md @@ -3,7 +3,7 @@ title: "Late Interaction Retrieval with Dense Token Embeddings" short_description: "Standard dense embedding models perform surprisingly well in late interaction scenarios." description: "We recently discovered that embedding models can become late interaction models & can perform surprisingly well in some scenarios. See what we learned here." preview_dir: /articles_data/late-interaction-models/preview -social_preview_image: /articles_data/late-interaction-models/social-preview.png +social_preview_image: /articles_data/late-interaction-models/preview/social_preview.jpg weight: 30 author: Kacper Łukawski author_link: https://kacperlukawski.com diff --git a/qdrant-landing/content/articles/modern-sparse-neural-retrieval.md b/qdrant-landing/content/articles/modern-sparse-neural-retrieval.md index 93ba3969d..323d28a9d 100644 --- a/qdrant-landing/content/articles/modern-sparse-neural-retrieval.md +++ b/qdrant-landing/content/articles/modern-sparse-neural-retrieval.md @@ -3,7 +3,7 @@ title: "Modern Sparse Neural Retrieval: From Theory to Practice" short_description: "" description: "A comprehensive guide to modern sparse neural retrievers: COIL, TILDEv2, SPLADE, and more. Find out how they work and learn how to use them effectively." preview_dir: /articles_data/modern-sparse-neural-retrieval/preview -social_preview_image: /articles_data/modern-sparse-neural-retrieval/social-preview.png +social_preview_image: /articles_data/modern-sparse-neural-retrieval/preview/social_preview.jpg weight: 20 author: Evgeniya Sukhodolskaya date: 2024-10-23T00:00:00.000Z diff --git a/qdrant-landing/content/articles/multitenancy.md b/qdrant-landing/content/articles/multitenancy.md index 75a039c0b..d4e0bed90 100644 --- a/qdrant-landing/content/articles/multitenancy.md +++ b/qdrant-landing/content/articles/multitenancy.md @@ -2,7 +2,7 @@ title: "How to Implement Multitenancy and Custom Sharding in Qdrant" short_description: "Explore how Qdrant's multitenancy and custom sharding streamline machine-learning operations, enhancing scalability and data security." description: "Discover how multitenancy and custom sharding in Qdrant can streamline your machine-learning operations. Learn how to scale efficiently and manage data securely." -social_preview_image: /articles_data/multitenancy/social_preview.png +social_preview_image: /articles_data/multitenancy/preview/social_preview.jpg preview_dir: /articles_data/multitenancy/preview small_preview_image: /articles_data/multitenancy/icon.svg weight: 60 diff --git a/qdrant-landing/content/articles/neural-search-tutorial.md b/qdrant-landing/content/articles/neural-search-tutorial.md index 4c1bf5a95..2ce9d8e93 100644 --- a/qdrant-landing/content/articles/neural-search-tutorial.md +++ b/qdrant-landing/content/articles/neural-search-tutorial.md @@ -3,7 +3,7 @@ title: "Neural Search 101: A Complete Guide and Step-by-Step Tutorial" short_description: Step-by-step guide on how to build a neural search service. description: Discover the power of neural search. Learn what neural search is and follow our tutorial to build a neural search service using BERT, Qdrant, and FastAPI. # external_link: https://blog.qdrant.tech/neural-search-tutorial-3f034ab13adc -social_preview_image: /articles_data/neural-search-tutorial/social_preview.jpg +social_preview_image: /articles_data/neural-search-tutorial/preview/social_preview.jpg preview_dir: /articles_data/neural-search-tutorial/preview small_preview_image: /articles_data/neural-search-tutorial/tutorial.svg weight: 70 diff --git a/qdrant-landing/content/articles/product-quantization.md b/qdrant-landing/content/articles/product-quantization.md index 172599ad8..e61e73347 100644 --- a/qdrant-landing/content/articles/product-quantization.md +++ b/qdrant-landing/content/articles/product-quantization.md @@ -2,7 +2,7 @@ title: "Product Quantization for Vector Search" short_description: "Vector search with low memory? Try out our brand-new Product Quantization!" description: "Discover product quantization in vector search technology. Learn how it optimizes storage and accelerates search processes for high-dimensional data." -social_preview_image: /articles_data/product-quantization/social_preview.png +social_preview_image: /articles_data/product-quantization/preview/social_preview.jpg small_preview_image: /articles_data/product-quantization/product-quantization-icon.svg preview_dir: /articles_data/product-quantization/preview weight: 80 diff --git a/qdrant-landing/content/articles/qa-with-cohere-and-qdrant.md b/qdrant-landing/content/articles/qa-with-cohere-and-qdrant.md index f45bb8fe3..5e647c5f9 100644 --- a/qdrant-landing/content/articles/qa-with-cohere-and-qdrant.md +++ b/qdrant-landing/content/articles/qa-with-cohere-and-qdrant.md @@ -2,7 +2,7 @@ title: "Question Answering as a Service with Cohere and Qdrant" short_description: "End-to-end Question Answering system for the biomedical data with SaaS tools: Cohere co.embed API and Qdrant" description: "End-to-end Question Answering system for the biomedical data with SaaS tools: Cohere co.embed API and Qdrant" -social_preview_image: /articles_data/qa-with-cohere-and-qdrant/social_preview.png +social_preview_image: /articles_data/qa-with-cohere-and-qdrant/preview/social_preview.jpg small_preview_image: /articles_data/qa-with-cohere-and-qdrant/q-and-a-article-icon.svg preview_dir: /articles_data/qa-with-cohere-and-qdrant/preview weight: 50 diff --git a/qdrant-landing/content/articles/qdrant-1.2.x.md b/qdrant-landing/content/articles/qdrant-1.2.x.md index 2367b6ef0..3ad67aa13 100644 --- a/qdrant-landing/content/articles/qdrant-1.2.x.md +++ b/qdrant-landing/content/articles/qdrant-1.2.x.md @@ -2,7 +2,7 @@ title: "Introducing Qdrant 1.2.x" short_description: "Check out what Qdrant 1.2 brings to vector search" description: "Check out what Qdrant 1.2 brings to vector search" -social_preview_image: /articles_data/qdrant-1.2.x/social_preview.png +social_preview_image: /articles_data/qdrant-1.2.x/preview/social_preview.jpg small_preview_image: /articles_data/qdrant-1.2.x/icon.svg preview_dir: /articles_data/qdrant-1.2.x/preview weight: 8 diff --git a/qdrant-landing/content/articles/qdrant-1.3.x.md b/qdrant-landing/content/articles/qdrant-1.3.x.md index 502916d04..56faae957 100644 --- a/qdrant-landing/content/articles/qdrant-1.3.x.md +++ b/qdrant-landing/content/articles/qdrant-1.3.x.md @@ -2,7 +2,7 @@ title: "Introducing Qdrant 1.3.0" short_description: "New version is out! Our latest release brings about some exciting performance improvements and much-needed fixes." description: "New version is out! Our latest release brings about some exciting performance improvements and much-needed fixes." -social_preview_image: /articles_data/qdrant-1.3.x/social_preview.png +social_preview_image: /articles_data/qdrant-1.3.x/preview/social-preview.jpg small_preview_image: /articles_data/qdrant-1.3.x/icon.svg preview_dir: /articles_data/qdrant-1.3.x/preview weight: 2 diff --git a/qdrant-landing/content/articles/qdrant-1.7.x.md b/qdrant-landing/content/articles/qdrant-1.7.x.md index 30687be2e..da20cc9ad 100644 --- a/qdrant-landing/content/articles/qdrant-1.7.x.md +++ b/qdrant-landing/content/articles/qdrant-1.7.x.md @@ -2,7 +2,7 @@ title: "Qdrant 1.7.0 has just landed!" short_description: "Qdrant 1.7.0 brought a bunch of new features. Let's take a closer look at them!" description: "Sparse vectors, Discovery API, user-defined sharding, and snapshot-based shard transfer. That's what you can find in the latest Qdrant 1.7.0 release!" -social_preview_image: /articles_data/qdrant-1.7.x/social_preview.png +social_preview_image: /articles_data/qdrant-1.7.x/preview/social_preview.jpg small_preview_image: /articles_data/qdrant-1.7.x/icon.svg preview_dir: /articles_data/qdrant-1.7.x/preview weight: -90 diff --git a/qdrant-landing/content/articles/qdrant-1.8.x.md b/qdrant-landing/content/articles/qdrant-1.8.x.md index 5447e7074..e97fa8897 100644 --- a/qdrant-landing/content/articles/qdrant-1.8.x.md +++ b/qdrant-landing/content/articles/qdrant-1.8.x.md @@ -4,7 +4,7 @@ draft: false slug: qdrant-1.8.x short_description: "Faster sparse vectors.Optimized indexation. Optional CPU resource management." description: "Explore the latest in search technology with Qdrant 1.8.0! Discover faster performance, smarter indexing, and enhanced search capabilities." -social_preview_image: /articles_data/qdrant-1.8.x/social_preview.png +social_preview_image: /articles_data/qdrant-1.8.x/preview/social_preview.jpg small_preview_image: /articles_data/qdrant-1.8.x/icon.svg preview_dir: /articles_data/qdrant-1.8.x/preview weight: -140 diff --git a/qdrant-landing/content/articles/quantum-quantization.md b/qdrant-landing/content/articles/quantum-quantization.md index 177f2535c..59e7e2df4 100644 --- a/qdrant-landing/content/articles/quantum-quantization.md +++ b/qdrant-landing/content/articles/quantum-quantization.md @@ -3,7 +3,7 @@ title: Vector Search in constant time short_description: Apply Quantum Computing to your search engine description: Quantum Quantization enables vector search in constant time. This article will discuss the concept of quantum quantization for ANN vector search. preview_dir: /articles_data/quantum-quantization/preview -social_preview_image: /articles_data/quantum-quantization/social_preview.png +social_preview_image: /articles_data/quantum-quantization/preview/social_preview.jpg small_preview_image: /articles_data/quantum-quantization/icon.svg weight: 1000 author: Prankstorm Team diff --git a/qdrant-landing/content/articles/scalar-quantization.md b/qdrant-landing/content/articles/scalar-quantization.md index 129d9a508..ffd16a65f 100644 --- a/qdrant-landing/content/articles/scalar-quantization.md +++ b/qdrant-landing/content/articles/scalar-quantization.md @@ -2,7 +2,7 @@ title: "Scalar Quantization for Vector Search" short_description: "Discover scalar quantization for optimized data storage and improved performance, including data compression benefits and efficiency enhancements." description: "Discover the efficiency of scalar quantization for optimized data storage and enhanced performance. Learn about its data compression benefits and efficiency improvements." -social_preview_image: /articles_data/scalar-quantization/social_preview.png +social_preview_image: /articles_data/scalar-quantization/preview/social_preview.jpg small_preview_image: /articles_data/scalar-quantization/scalar-quantization-icon.svg preview_dir: /articles_data/scalar-quantization/preview weight: 90 diff --git a/qdrant-landing/content/articles/serverless.md b/qdrant-landing/content/articles/serverless.md index a73344564..a01f284a1 100644 --- a/qdrant-landing/content/articles/serverless.md +++ b/qdrant-landing/content/articles/serverless.md @@ -2,7 +2,7 @@ title: "Serverless Semantic Search" short_description: "Need to setup a server to offer semantic search? Think again!" description: "Create a serverless semantic search engine using nothing but Qdrant and free cloud services." -social_preview_image: /articles_data/serverless/social_preview.png +social_preview_image: /articles_data/serverless/preview/social-preview.jpg small_preview_image: /articles_data/serverless/icon.svg preview_dir: /articles_data/serverless/preview weight: 30 diff --git a/qdrant-landing/content/articles/sparse-vectors.md b/qdrant-landing/content/articles/sparse-vectors.md index 1946e7da0..28d8ee5a5 100644 --- a/qdrant-landing/content/articles/sparse-vectors.md +++ b/qdrant-landing/content/articles/sparse-vectors.md @@ -2,7 +2,7 @@ title: "Understanding SPLADE and Sparse Vectors" short_description: "Discover sparse vectors, their function, and significance in modern data processing, including methods like SPLADE for efficient use." description: "Learn what sparse vectors are, how they work, and their importance in modern data processing. Explore methods like SPLADE for creating and leveraging sparse vectors efficiently." -social_preview_image: /articles_data/sparse-vectors/social_preview.png +social_preview_image: /articles_data/sparse-vectors/preview/social_preview.jpg small_preview_image: /articles_data/sparse-vectors/sparse-vectors-icon.svg preview_dir: /articles_data/sparse-vectors/preview weight: 80 diff --git a/qdrant-landing/content/articles/triplet-loss.md b/qdrant-landing/content/articles/triplet-loss.md index 2ac21d3d8..45eab83a0 100644 --- a/qdrant-landing/content/articles/triplet-loss.md +++ b/qdrant-landing/content/articles/triplet-loss.md @@ -2,7 +2,7 @@ title: "Advanced Introduction to Triplet Loss" short_description: "What are the advantages of Triplet Loss and how to efficiently implement it?" description: "What are the advantages of Triplet Loss over Contrastive loss and how to efficiently implement it?" -social_preview_image: /articles_data/triplet-loss/social_preview.jpg +social_preview_image: /articles_data/triplet-loss/preview/social_preview.jpg preview_dir: /articles_data/triplet-loss/preview small_preview_image: /articles_data/triplet-loss/icon.svg weight: 80 diff --git a/qdrant-landing/content/articles/vector-search-filtering.md b/qdrant-landing/content/articles/vector-search-filtering.md index 7a329e03f..8e63a3d5f 100644 --- a/qdrant-landing/content/articles/vector-search-filtering.md +++ b/qdrant-landing/content/articles/vector-search-filtering.md @@ -3,7 +3,7 @@ title: "A Complete Guide to Filtering in Vector Search" short_description: "Merging different search methods to improve the search quality was never easier" description: "Learn everything about filtering in Qdrant. Discover key tricks and best practices to boost semantic search performance and reduce Qdrant's resource usage." preview_dir: /articles_data/vector-search-filtering/preview -social_preview_image: /articles_data/vector-search-filtering/social-preview.png +social_preview_image: /articles_data/vector-search-filtering/preview/social_preview.jpg weight: 70 author: Sabrina Aquino, David Myriel author_link: diff --git a/qdrant-landing/content/articles/vector-search-production.md b/qdrant-landing/content/articles/vector-search-production.md index 82cfcabc6..b411e7d30 100644 --- a/qdrant-landing/content/articles/vector-search-production.md +++ b/qdrant-landing/content/articles/vector-search-production.md @@ -3,7 +3,7 @@ title: "Vector Search in Production: Scaling, HA & Tuning Guide" short_description: "A comprehensive guide to running vector search in production environments" description: "We gathered our most recommended tips and tricks to make your production deployment run smoothly." preview_dir: /articles_data/vector-search-production/preview -social_preview_image: /articles_data/vector-search-production/social_preview.png +social_preview_image: /articles_data/vector-search-production/preview/social_preview.jpg author: David Myriel author_link: date: 2025-04-30T00:00:00.000Z diff --git a/qdrant-landing/content/articles/what-are-embeddings.md b/qdrant-landing/content/articles/what-are-embeddings.md index 6f2d3326c..d94fe4931 100644 --- a/qdrant-landing/content/articles/what-are-embeddings.md +++ b/qdrant-landing/content/articles/what-are-embeddings.md @@ -6,7 +6,7 @@ short_description: Explore the power of vector embeddings. Learn to use numerica description: Discover the power of vector embeddings. Learn how to harness the potential of numerical machine learning representations to create a personalized Neural Search Service with FastEmbed. preview_dir: /articles_data/what-are-embeddings/preview weight: 70 -social_preview_image: /articles_data/what-are-embeddings/preview/social-preview.jpg +social_preview_image: /articles_data/what-are-embeddings/preview/social_preview.jpg small_preview_image: /articles_data/what-are-embeddings/icon.svg date: 2024-02-06T15:29:33-03:00 author: Sabrina Aquino diff --git a/qdrant-landing/content/articles/what-is-a-vector-database.md b/qdrant-landing/content/articles/what-is-a-vector-database.md index e6388c287..ce75228fe 100644 --- a/qdrant-landing/content/articles/what-is-a-vector-database.md +++ b/qdrant-landing/content/articles/what-is-a-vector-database.md @@ -6,7 +6,6 @@ description: Discover what a vector database is, its core functionalities, and r preview_dir: /articles_data/what-is-a-vector-database/preview weight: 30 social_preview_image: /articles_data/what-is-a-vector-database/preview/social_preview.png -small_preview_image: /articles_data/what-is-a-vector-database/icon.svg date: 2024-10-09T09:29:33-03:00 aliases: [ /blog/what-is-a-vector-database/ ] author: Sabrina Aquino diff --git a/qdrant-landing/content/articles/what-is-quantization.md b/qdrant-landing/content/articles/what-is-quantization.md index 85b4c5210..b5df834f1 100644 --- a/qdrant-landing/content/articles/what-is-quantization.md +++ b/qdrant-landing/content/articles/what-is-quantization.md @@ -6,7 +6,7 @@ short_description: What is Vector Quantization? Methods & Examples description: In this article, we'll teach you about compression methods like Scalar, Product, and Binary Quantization. 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