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README.md | # Running locally
## Prerequisites
### Required
- [Hugo](https://gohugo.io/getting-started/installing/)
### Needed only for development
- [Node.js](https://nodejs.org/en/download/)
- [npm](https://www.npmjs.com/get-npm)
- [sass](https://sass-lang.com/install)
## Run
```bash
cd qdrant-landing
hugo serve
```
Open... |
qdrant-landing/GrammarLinter.md | # English grammar linter (Vale)
This repository includes `beta` rules based on the [Vale grammar linter](https://vale.sh). While the [installation instructions](https://vale.sh/docs/vale-cli/installation/#package-managers) cover Mac and Windows, I've installed Vale on Ubuntu Linux. Vale includes
installation binaries ... |
qdrant-landing/archetypes/blog-post.md | ---
title: "{{ replace .Name "-" " " | title }}"
draft: false
slug: {{ .Name }} # Change this slug to your page slug if needed
short_description: This is a blog post # Change this
description: This is a blog post # Change this
preview_image: /blog/Article-Image.png # Change this
# social_preview_image: /blog/Article-... |
qdrant-landing/archetypes/default.md | ---
title: "{{ replace .Name "-" " " | title }}"
date: {{ .Date }}
draft: true
---
|
qdrant-landing/archetypes/delimiter.md | ---
#Delimiter files are used to separate the list of documentation pages into sections.
title: "{{ replace .Name "-" " " | title }}"
type: delimiter
weight: 0 # Change this weight to change order of sections
sitemapExclude: True
--- |
qdrant-landing/archetypes/external-link.md | ---
# External link template
title: "{{ replace .Name "-" " " | title }}"
type: external-link
external_url: https://github.com/qdrant/qdrant # Change this link to your external link
sitemapExclude: True
---
|
qdrant-landing/content/about-us/_index.md | ---
title: About Us
--- |
qdrant-landing/content/advanced-search/_index.md | ---
title: advanced-search
description: advanced-search
build:
render: always
cascade:
- build:
list: local
publishResources: false
render: never
---
|
qdrant-landing/content/advanced-search/advanced-search-features.md | ---
title: Search with Qdrant
description: Qdrant enhances search, offering semantic, similarity, multimodal, and hybrid search capabilities for accurate, user-centric results, serving applications in different industries like e-commerce to healthcare.
features:
- id: 0
icon:
src: /icons/outline/similarity-blue.... |
qdrant-landing/content/advanced-search/advanced-search-hero.md | ---
title: Advanced Search
description: Dive into next-gen search capabilities with Qdrant, offering a smarter way to deliver precise and tailored content to users, enhancing interaction accuracy and depth.
startFree:
text: Get Started
url: https://cloud.qdrant.io/
learnMore:
text: Contact Us
url: /contact-us/
... |
qdrant-landing/content/advanced-search/advanced-search-use-cases.md | ---
title: Learn how to get started with Qdrant for your search use case
features:
- id: 0
image:
src: /img/advanced-search-use-cases/startup-semantic-search.svg
alt: Startup Semantic Search
title: Startup Semantic Search Demo
description: The demo showcases semantic search for startup descriptions throug... |
qdrant-landing/content/articles/_index.md | ---
title: Qdrant Articles
page_title: Articles about Vector Search
description: Articles about vector search and similarity larning related topics. Latest updates on Qdrant vector search engine.
section_title: Check out our latest publications
subtitle: Check out our latest publications
img: /articles_data/title-img.p... |
qdrant-landing/content/articles/binary-quantization-openai.md | ---
title: "Optimizing OpenAI Embeddings: Enhance Efficiency with Qdrant's Binary Quantization"
draft: false
slug: binary-quantization-openai
short_description: Use Qdrant's Binary Quantization to enhance OpenAI embeddings
description: Explore how Qdrant's Binary Quantization can significantly improve the efficiency an... |
qdrant-landing/content/articles/binary-quantization.md | ---
title: "Binary Quantization - Vector Search, 40x Faster "
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... |
qdrant-landing/content/articles/cars-recognition.md | ---
title: Fine Tuning Similar Cars Search
short_description: "How to use similarity learning to search for similar cars"
description: Learn how to train a similarity model that can retrieve similar car images in novel categories.
social_preview_image: /articles_data/cars-recognition/preview/social_preview.jpg
small_p... |
qdrant-landing/content/articles/chatgpt-plugin.md | ---
title: Extending ChatGPT with a Qdrant-based knowledge base
short_description: "ChatGPT factuality might be improved with semantic search. Here is how."
description: "ChatGPT factuality might be improved with semantic search. Here is how."
social_preview_image: /articles_data/chatgpt-plugin/social_preview.jpg
small... |
qdrant-landing/content/articles/data-privacy.md | ---
title: " Data Privacy with Qdrant: Implementing Role-Based Access Control (RBAC)" #required
short_description: "Secure Your Data with Qdrant: Implementing RBAC"
description: Discover how Qdrant's Role-Based Access Control (RBAC) ensures data privacy and compliance for your AI applications. Build secure and scalable... |
qdrant-landing/content/articles/dataset-quality.md | ---
title: Finding errors in datasets with Similarity Search
short_description: Finding errors datasets with distance-based methods
description: Improving quality of text-and-images datasets on the online furniture marketplace example.
preview_dir: /articles_data/dataset-quality/preview
social_preview_image: /articles_... |
qdrant-landing/content/articles/dedicated-service.md | ---
title: "Vector Search as a dedicated service"
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
small_preview_image: /articles_data/dedicated-service/prev... |
qdrant-landing/content/articles/detecting-coffee-anomalies.md | ---
title: Metric Learning for Anomaly Detection
short_description: "How to use metric learning to detect anomalies: quality assessment of coffee beans with just 200 labelled samples"
description: Practical use of metric learning for anomaly detection. A way to match the results of a classification-based approach with ... |
qdrant-landing/content/articles/discovery-search.md | ---
title: "Discovery Search: A New Approach to Vector Space"
short_description: Discovery Search, an innovative API for precise, tailored search results.
description: Explore the next frontier in search technology with Discovery Search. Learn how this innovative API provides precise and tailored results.
social_previ... |
qdrant-landing/content/articles/embedding-recycler.md | ---
title: Layer Recycling and Fine-tuning Efficiency
short_description: Tradeoff between speed and performance in layer recycling
description: Learn when and how to use layer recycling to achieve different performance targets.
preview_dir: /articles_data/embedding-recycling/preview
small_preview_image: /articles_data/... |
qdrant-landing/content/articles/faq-question-answering.md | ---
title: Q&A with Similarity Learning
short_description: A complete guide to building a Q&A system with similarity learning.
description: A complete guide to building a Q&A system using Quaterion and SentenceTransformers.
social_preview_image: /articles_data/faq-question-answering/preview/social_preview.jpg
preview_d... |
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