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[
"Food Discovery Demo - Qdrant",
"Using the demo"
] |
/articles/food-discovery-demo/
|
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Cloud cluster. 4 GB RAM is enough to load all the 2 million entries.
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[
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[
"Food Discovery Demo - Qdrant"
] |
/articles/food-discovery-demo/
|
html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > h2:nth-of-type(6)
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h2
|
Fork and reuse
|
[
"articles",
"articles/food-discovery-demo"
] | 1,801 |
[
"Food Discovery Demo - Qdrant",
"Fork and reuse"
] |
/articles/food-discovery-demo/
|
html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(28)
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p
|
Our demo is completely open-source.
|
[
"articles",
"articles/food-discovery-demo"
] | 1,802 |
[
"Food Discovery Demo - Qdrant",
"Fork and reuse"
] |
/articles/food-discovery-demo/
|
html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(28)
|
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p
|
Feel free to fork it, update with your own dataset or adapt the application to your use case.
|
[
"articles",
"articles/food-discovery-demo"
] | 1,803 |
[
"Food Discovery Demo - Qdrant",
"Fork and reuse"
] |
/articles/food-discovery-demo/
|
html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(28)
|
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p
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Whether you’re looking to understand the mechanics
|
[
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[
"Food Discovery Demo - Qdrant",
"Fork and reuse"
] |
/articles/food-discovery-demo/
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html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(28)
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p
|
of semantic search or to have a foundation to build a larger project, this demo can serve as a starting point.
|
[
"articles",
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] | 1,805 |
[
"Food Discovery Demo - Qdrant",
"Fork and reuse"
] |
/articles/food-discovery-demo/
|
html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(28)
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p
|
Check out the Food Discovery Demo repository
|
[
"articles",
"articles/food-discovery-demo"
] | 1,806 |
[
"Food Discovery Demo - Qdrant",
"Fork and reuse"
] |
/articles/food-discovery-demo/
|
html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(28)
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p
|
to get started.
|
[
"articles",
"articles/food-discovery-demo"
] | 1,807 |
[
"Food Discovery Demo - Qdrant",
"Fork and reuse"
] |
/articles/food-discovery-demo/
|
html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(28)
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p
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If you have any questions, feel free to reach out through Discord.
|
[
"articles",
"articles/food-discovery-demo"
] | 1,808 |
[
"Google Summer of Code 2023 - Web UI for Visualization and Exploration - Qdrant"
] |
/articles/web-ui-gsoc/
|
html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > ul > li:nth-of-type(1)
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[
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/articles/web-ui-gsoc/
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html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > ul > li:nth-of-type(3)
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li
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Articles
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[
"articles",
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[
"Google Summer of Code 2023 - Web UI for Visualization and Exploration - Qdrant"
] |
/articles/web-ui-gsoc/
|
html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > ul > li:nth-of-type(2)
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Google Summer of Code 2023 - Web UI for Visualization and Exploration
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h1
|
Google Summer of Code 2023 - Web UI for Visualization and Exploration
|
[
"articles",
"articles/web-ui-gsoc"
] | 1,814 |
[
"Google Summer of Code 2023 - Web UI for Visualization and Exploration - Qdrant"
] |
/articles/web-ui-gsoc/
|
html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > h2:nth-of-type(1)
|
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h2
|
Introduction
|
[
"articles",
"articles/web-ui-gsoc"
] | 1,815 |
[
"Google Summer of Code 2023 - Web UI for Visualization and Exploration - Qdrant",
"Introduction"
] |
/articles/web-ui-gsoc/
|
html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(1)
|
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p
|
Hello everyone!
|
[
"articles",
"articles/web-ui-gsoc"
] | 1,816 |
[
"Google Summer of Code 2023 - Web UI for Visualization and Exploration - Qdrant",
"Introduction"
] |
/articles/web-ui-gsoc/
|
html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(1)
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p
|
My name is Kartik Gupta, and I am thrilled to share my coding journey as part of the Google Summer of Code 2023 program.
|
[
"articles",
"articles/web-ui-gsoc"
] | 1,817 |
[
"Google Summer of Code 2023 - Web UI for Visualization and Exploration - Qdrant",
"Introduction"
] |
/articles/web-ui-gsoc/
|
html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(1)
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p
|
This summer, I had the incredible opportunity to work on an exciting project titled “Web UI for Visualization and Exploration” for Qdrant, a vector search engine.
|
[
"articles",
"articles/web-ui-gsoc"
] | 1,818 |
[
"Google Summer of Code 2023 - Web UI for Visualization and Exploration - Qdrant",
"Introduction"
] |
/articles/web-ui-gsoc/
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html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(1)
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p
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In this article, I will take you through my experience, challenges, and achievements during this enriching coding journey.
|
[
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[
"Google Summer of Code 2023 - Web UI for Visualization and Exploration - Qdrant"
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/articles/web-ui-gsoc/
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html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > h2:nth-of-type(2)
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h2
|
Project Overview
|
[
"articles",
"articles/web-ui-gsoc"
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[
"Google Summer of Code 2023 - Web UI for Visualization and Exploration - Qdrant",
"Project Overview"
] |
/articles/web-ui-gsoc/
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html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(2)
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p
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Qdrant is a powerful vector search engine widely used for similarity search and clustering.
|
[
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[
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] |
/articles/web-ui-gsoc/
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html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(2)
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p
|
However, it lacked a user-friendly web-based UI for data visualization and exploration.
|
[
"articles",
"articles/web-ui-gsoc"
] | 1,822 |
[
"Google Summer of Code 2023 - Web UI for Visualization and Exploration - Qdrant",
"Project Overview"
] |
/articles/web-ui-gsoc/
|
html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(2)
|
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p
|
My project aimed to bridge this gap by developing a web-based user interface that allows users to easily interact with and explore their vector data.
|
[
"articles",
"articles/web-ui-gsoc"
] | 1,823 |
[
"Google Summer of Code 2023 - Web UI for Visualization and Exploration - Qdrant"
] |
/articles/web-ui-gsoc/
|
html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > h2:nth-of-type(3)
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h2
|
Milestones and Achievements
|
[
"articles",
"articles/web-ui-gsoc"
] | 1,824 |
[
"Google Summer of Code 2023 - Web UI for Visualization and Exploration - Qdrant",
"Milestones and Achievements"
] |
/articles/web-ui-gsoc/
|
html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(3)
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p
|
The project was divided into six milestones, each focusing on a specific aspect of the web UI development.
|
[
"articles",
"articles/web-ui-gsoc"
] | 1,825 |
[
"Google Summer of Code 2023 - Web UI for Visualization and Exploration - Qdrant",
"Milestones and Achievements"
] |
/articles/web-ui-gsoc/
|
html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(3)
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p
|
Let’s go through each of them and my achievements during the coding period.
|
[
"articles",
"articles/web-ui-gsoc"
] | 1,826 |
[
"Google Summer of Code 2023 - Web UI for Visualization and Exploration - Qdrant",
"Milestones and Achievements"
] |
/articles/web-ui-gsoc/
|
html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(4)
|
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p
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1.
|
[
"articles",
"articles/web-ui-gsoc"
] | 1,827 |
[
"Google Summer of Code 2023 - Web UI for Visualization and Exploration - Qdrant",
"Milestones and Achievements"
] |
/articles/web-ui-gsoc/
|
html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(4)
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Designing a friendly UI on Figma
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I started by designing the user interface on Figma, ensuring it was easy to use, visually appealing, and responsive on different devices.
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[
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[
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/articles/web-ui-gsoc/
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html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(5)
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I focused on usability and accessibility to create a seamless user experience.
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[
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"Milestones and Achievements"
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/articles/web-ui-gsoc/
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html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(5)
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p
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( Figma Design)
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[
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[
"Google Summer of Code 2023 - Web UI for Visualization and Exploration - Qdrant",
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/articles/web-ui-gsoc/
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html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(6)
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p
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2.
|
[
"articles",
"articles/web-ui-gsoc"
] | 1,832 |
[
"Google Summer of Code 2023 - Web UI for Visualization and Exploration - Qdrant",
"Milestones and Achievements"
] |
/articles/web-ui-gsoc/
|
html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(6)
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p
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Building the layout
|
[
"articles",
"articles/web-ui-gsoc"
] | 1,833 |
[
"Google Summer of Code 2023 - Web UI for Visualization and Exploration - Qdrant",
"Milestones and Achievements"
] |
/articles/web-ui-gsoc/
|
html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(7)
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p
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The layout route served as a landing page with an overview of the application’s features and navigation links to other routes.
|
[
"articles",
"articles/web-ui-gsoc"
] | 1,834 |
[
"Google Summer of Code 2023 - Web UI for Visualization and Exploration - Qdrant",
"Milestones and Achievements"
] |
/articles/web-ui-gsoc/
|
html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(8)
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p
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3.
|
[
"articles",
"articles/web-ui-gsoc"
] | 1,835 |
[
"Google Summer of Code 2023 - Web UI for Visualization and Exploration - Qdrant",
"Milestones and Achievements"
] |
/articles/web-ui-gsoc/
|
html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(8)
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p
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Creating a view collection route
|
[
"articles",
"articles/web-ui-gsoc"
] | 1,836 |
[
"Google Summer of Code 2023 - Web UI for Visualization and Exploration - Qdrant",
"Milestones and Achievements"
] |
/articles/web-ui-gsoc/
|
html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(9)
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p
|
This route enabled users to view a list of collections available in the application.
|
[
"articles",
"articles/web-ui-gsoc"
] | 1,837 |
[
"Google Summer of Code 2023 - Web UI for Visualization and Exploration - Qdrant",
"Milestones and Achievements"
] |
/articles/web-ui-gsoc/
|
html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(9)
|
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p
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Users could click on a collection to see more details, including the data and vectors associated with it.
|
[
"articles",
"articles/web-ui-gsoc"
] | 1,838 |
[
"Google Summer of Code 2023 - Web UI for Visualization and Exploration - Qdrant",
"Milestones and Achievements"
] |
/articles/web-ui-gsoc/
|
html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > figure:nth-of-type(1) > figcaption > p
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p
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Collection Page
|
[
"articles",
"articles/web-ui-gsoc"
] | 1,839 |
[
"Google Summer of Code 2023 - Web UI for Visualization and Exploration - Qdrant",
"Milestones and Achievements"
] |
/articles/web-ui-gsoc/
|
html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(10)
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p
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4.
|
[
"articles",
"articles/web-ui-gsoc"
] | 1,840 |
[
"Google Summer of Code 2023 - Web UI for Visualization and Exploration - Qdrant",
"Milestones and Achievements"
] |
/articles/web-ui-gsoc/
|
html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(10)
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p
|
Developing a data page with “find similar” functionality
|
[
"articles",
"articles/web-ui-gsoc"
] | 1,841 |
[
"Google Summer of Code 2023 - Web UI for Visualization and Exploration - Qdrant",
"Milestones and Achievements"
] |
/articles/web-ui-gsoc/
|
html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(11)
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p
|
I implemented a data page where users could search for data and find similar data using a recommendation API.
|
[
"articles",
"articles/web-ui-gsoc"
] | 1,842 |
[
"Google Summer of Code 2023 - Web UI for Visualization and Exploration - Qdrant",
"Milestones and Achievements"
] |
/articles/web-ui-gsoc/
|
html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(11)
|
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p
|
The recommendation API suggested similar data based on the Data’s selected ID, providing valuable insights.
|
[
"articles",
"articles/web-ui-gsoc"
] | 1,843 |
[
"Google Summer of Code 2023 - Web UI for Visualization and Exploration - Qdrant",
"Milestones and Achievements"
] |
/articles/web-ui-gsoc/
|
html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > figure:nth-of-type(2) > figcaption > p
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/articles/web-ui-gsoc/
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html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(12)
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p
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Developing query editor page libraries
|
[
"articles",
"articles/web-ui-gsoc"
] | 1,846 |
[
"Google Summer of Code 2023 - Web UI for Visualization and Exploration - Qdrant",
"Milestones and Achievements"
] |
/articles/web-ui-gsoc/
|
html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(13)
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p
|
This milestone involved creating a query editor page that allowed users to write queries in a custom language.
|
[
"articles",
"articles/web-ui-gsoc"
] | 1,847 |
[
"Google Summer of Code 2023 - Web UI for Visualization and Exploration - Qdrant",
"Milestones and Achievements"
] |
/articles/web-ui-gsoc/
|
html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(13)
|
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p
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The editor provided syntax highlighting, autocomplete, and error-checking features for a seamless query writing experience.
|
[
"articles",
"articles/web-ui-gsoc"
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[
"Google Summer of Code 2023 - Web UI for Visualization and Exploration - Qdrant",
"Milestones and Achievements"
] |
/articles/web-ui-gsoc/
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html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > figure:nth-of-type(3) > figcaption > p
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Query Editor Page
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[
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[
"Google Summer of Code 2023 - Web UI for Visualization and Exploration - Qdrant",
"Milestones and Achievements"
] |
/articles/web-ui-gsoc/
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html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(14)
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6.
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[
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[
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"Milestones and Achievements"
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/articles/web-ui-gsoc/
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html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(14)
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p
|
Developing a route for visualizing vector data points
|
[
"articles",
"articles/web-ui-gsoc"
] | 1,851 |
[
"Google Summer of Code 2023 - Web UI for Visualization and Exploration - Qdrant",
"Milestones and Achievements"
] |
/articles/web-ui-gsoc/
|
html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(15)
|
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p
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This is done by the reduction of n-dimensional vector in 2-D points and they are displayed with their respective payloads.
|
[
"articles",
"articles/web-ui-gsoc"
] | 1,852 |
[
"Google Summer of Code 2023 - Web UI for Visualization and Exploration - Qdrant",
"Milestones and Achievements"
] |
/articles/web-ui-gsoc/
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html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > figure:nth-of-type(4) > figcaption > p
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Vector Visuliztion Page
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[
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[
"Google Summer of Code 2023 - Web UI for Visualization and Exploration - Qdrant"
] |
/articles/web-ui-gsoc/
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html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > h2:nth-of-type(4)
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h2
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Challenges and Learning
|
[
"articles",
"articles/web-ui-gsoc"
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[
"Google Summer of Code 2023 - Web UI for Visualization and Exploration - Qdrant",
"Challenges and Learning"
] |
/articles/web-ui-gsoc/
|
html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(16)
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p
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Throughout the project, I encountered a series of challenges that stretched my engineering capabilities and provided unique growth opportunities.
|
[
"articles",
"articles/web-ui-gsoc"
] | 1,855 |
[
"Google Summer of Code 2023 - Web UI for Visualization and Exploration - Qdrant",
"Challenges and Learning"
] |
/articles/web-ui-gsoc/
|
html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(16)
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p
|
From mastering new libraries and technologies to ensuring the user interface (UI) was both visually appealing and user-friendly, every obstacle became a stepping stone toward enhancing my skills as a developer.
|
[
"articles",
"articles/web-ui-gsoc"
] | 1,856 |
[
"Google Summer of Code 2023 - Web UI for Visualization and Exploration - Qdrant",
"Challenges and Learning"
] |
/articles/web-ui-gsoc/
|
html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(16)
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p
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However, each challenge provided an opportunity to learn and grow as a developer.
|
[
"articles",
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[
"Google Summer of Code 2023 - Web UI for Visualization and Exploration - Qdrant",
"Challenges and Learning"
] |
/articles/web-ui-gsoc/
|
html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(16)
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p
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I acquired valuable experience in vector search and dimension reduction techniques.
|
[
"articles",
"articles/web-ui-gsoc"
] | 1,858 |
[
"Google Summer of Code 2023 - Web UI for Visualization and Exploration - Qdrant",
"Challenges and Learning"
] |
/articles/web-ui-gsoc/
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html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(17)
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p
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The most significant learning for me was the importance of effective project management.
|
[
"articles",
"articles/web-ui-gsoc"
] | 1,859 |
[
"Google Summer of Code 2023 - Web UI for Visualization and Exploration - Qdrant",
"Challenges and Learning"
] |
/articles/web-ui-gsoc/
|
html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(17)
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p
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Setting realistic timelines, collaborating with mentors, and staying proactive with feedback allowed me to complete the milestones efficiently.
|
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"articles",
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"Google Summer of Code 2023 - Web UI for Visualization and Exploration - Qdrant"
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/articles/web-ui-gsoc/
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html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > h3:nth-of-type(1)
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h3
|
Technical Learning and Skill Development
|
[
"articles",
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[
"Google Summer of Code 2023 - Web UI for Visualization and Exploration - Qdrant",
"Technical Learning and Skill Development"
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/articles/web-ui-gsoc/
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html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(18)
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p
|
One of the most significant aspects of this journey was diving into the intricate world of vector search and dimension reduction techniques.
|
[
"articles",
"articles/web-ui-gsoc"
] | 1,862 |
[
"Google Summer of Code 2023 - Web UI for Visualization and Exploration - Qdrant",
"Technical Learning and Skill Development"
] |
/articles/web-ui-gsoc/
|
html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(18)
|
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p
|
These areas, previously unfamiliar to me, required rigorous study and exploration.
|
[
"articles",
"articles/web-ui-gsoc"
] | 1,863 |
[
"Google Summer of Code 2023 - Web UI for Visualization and Exploration - Qdrant",
"Technical Learning and Skill Development"
] |
/articles/web-ui-gsoc/
|
html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(18)
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p
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Learning how to process vast amounts of data efficiently and extract meaningful insights through these techniques was both challenging and rewarding.
|
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[
"Google Summer of Code 2023 - Web UI for Visualization and Exploration - Qdrant"
] |
/articles/web-ui-gsoc/
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html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > h3:nth-of-type(2)
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Effective Project Management
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[
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html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(19)
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|
Undoubtedly, the most impactful lesson was the art of effective project management.
|
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html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(19)
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p
|
I quickly grasped the importance of setting realistic timelines and goals.
|
[
"articles",
"articles/web-ui-gsoc"
] | 1,867 |
[
"Google Summer of Code 2023 - Web UI for Visualization and Exploration - Qdrant",
"Effective Project Management"
] |
/articles/web-ui-gsoc/
|
html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(19)
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p
|
Collaborating closely with mentors and maintaining proactive communication proved indispensable.
|
[
"articles",
"articles/web-ui-gsoc"
] | 1,868 |
[
"Google Summer of Code 2023 - Web UI for Visualization and Exploration - Qdrant",
"Effective Project Management"
] |
/articles/web-ui-gsoc/
|
html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(19)
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p
|
This approach enabled me to navigate the complex development process and successfully achieve the project’s milestones.
|
[
"articles",
"articles/web-ui-gsoc"
] | 1,869 |
[
"Google Summer of Code 2023 - Web UI for Visualization and Exploration - Qdrant"
] |
/articles/web-ui-gsoc/
|
html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > h3:nth-of-type(3)
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h3
|
Overcoming Technical Challenges
|
[
"articles",
"articles/web-ui-gsoc"
] | 1,870 |
[
"Google Summer of Code 2023 - Web UI for Visualization and Exploration - Qdrant"
] |
/articles/web-ui-gsoc/
|
html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > h4:nth-of-type(1)
|
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h4
|
Autocomplete Feature in Console
|
[
"articles",
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[
"Google Summer of Code 2023 - Web UI for Visualization and Exploration - Qdrant",
"Autocomplete Feature in Console"
] |
/articles/web-ui-gsoc/
|
html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(20)
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p
|
One particularly intriguing challenge emerged while working on the autocomplete feature within the console.
|
[
"articles",
"articles/web-ui-gsoc"
] | 1,872 |
[
"Google Summer of Code 2023 - Web UI for Visualization and Exploration - Qdrant",
"Autocomplete Feature in Console"
] |
/articles/web-ui-gsoc/
|
html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(20)
|
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p
|
Finding a solution was proving elusive until a breakthrough came from an unexpected direction.
|
[
"articles",
"articles/web-ui-gsoc"
] | 1,873 |
[
"Google Summer of Code 2023 - Web UI for Visualization and Exploration - Qdrant",
"Autocomplete Feature in Console"
] |
/articles/web-ui-gsoc/
|
html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(20)
|
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p
|
My mentor, Andrey, proposed creating a separate module that could support autocomplete based on OpenAPI for our custom language.
|
[
"articles",
"articles/web-ui-gsoc"
] | 1,874 |
[
"Google Summer of Code 2023 - Web UI for Visualization and Exploration - Qdrant",
"Autocomplete Feature in Console"
] |
/articles/web-ui-gsoc/
|
html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(20)
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p
|
This ingenious approach not only resolved the issue but also showcased the power of collaborative problem-solving.
|
[
"articles",
"articles/web-ui-gsoc"
] | 1,875 |
[
"Google Summer of Code 2023 - Web UI for Visualization and Exploration - Qdrant"
] |
/articles/web-ui-gsoc/
|
html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > h4:nth-of-type(2)
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h4
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Optimization with Web Workers
|
[
"articles",
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[
"Google Summer of Code 2023 - Web UI for Visualization and Exploration - Qdrant",
"Optimization with Web Workers"
] |
/articles/web-ui-gsoc/
|
html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(21)
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p
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The high-processing demands of vector reduction posed another significant challenge.
|
[
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[
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/articles/web-ui-gsoc/
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html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(21)
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p
|
Initially, this task was straining browsers and causing performance issues.
|
[
"articles",
"articles/web-ui-gsoc"
] | 1,878 |
[
"Google Summer of Code 2023 - Web UI for Visualization and Exploration - Qdrant",
"Optimization with Web Workers"
] |
/articles/web-ui-gsoc/
|
html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(21)
|
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p
|
The solution materialized in the form of web workers—an independent processing instance that alleviated the strain on browsers.
|
[
"articles",
"articles/web-ui-gsoc"
] | 1,879 |
[
"Google Summer of Code 2023 - Web UI for Visualization and Exploration - Qdrant",
"Optimization with Web Workers"
] |
/articles/web-ui-gsoc/
|
html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(21)
|
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p
|
However, a new question arose: how to terminate these workers effectively?
|
[
"articles",
"articles/web-ui-gsoc"
] | 1,880 |
[
"Google Summer of Code 2023 - Web UI for Visualization and Exploration - Qdrant",
"Optimization with Web Workers"
] |
/articles/web-ui-gsoc/
|
html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(21)
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p
|
With invaluable insights from my mentor, I gained a deeper understanding of web worker dynamics and successfully tackled this challenge.
|
[
"articles",
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[
"Google Summer of Code 2023 - Web UI for Visualization and Exploration - Qdrant"
] |
/articles/web-ui-gsoc/
|
html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > h4:nth-of-type(3)
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h4
|
Console Integration Complexity
|
[
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html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(22)
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p
|
Integrating the console interaction into the application presented multifaceted challenges.
|
[
"articles",
"articles/web-ui-gsoc"
] | 1,883 |
[
"Google Summer of Code 2023 - Web UI for Visualization and Exploration - Qdrant",
"Console Integration Complexity"
] |
/articles/web-ui-gsoc/
|
html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(22)
|
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p
|
Crafting a custom language in Monaco, parsing text to make API requests, and synchronizing the entire process demanded meticulous attention to detail.
|
[
"articles",
"articles/web-ui-gsoc"
] | 1,884 |
[
"Google Summer of Code 2023 - Web UI for Visualization and Exploration - Qdrant",
"Console Integration Complexity"
] |
/articles/web-ui-gsoc/
|
html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(22)
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p
|
Overcoming these hurdles was a testament to the complexity of real-world engineering endeavours.
|
[
"articles",
"articles/web-ui-gsoc"
] | 1,885 |
[
"Google Summer of Code 2023 - Web UI for Visualization and Exploration - Qdrant"
] |
/articles/web-ui-gsoc/
|
html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > h4:nth-of-type(4)
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h4
|
Codelens Multiplicity Issue
|
[
"articles",
"articles/web-ui-gsoc"
] | 1,886 |
[
"Google Summer of Code 2023 - Web UI for Visualization and Exploration - Qdrant",
"Codelens Multiplicity Issue"
] |
/articles/web-ui-gsoc/
|
html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(23)
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p
|
An unexpected issue cropped up during the development process: the codelen (run button) registered multiple times, leading to undesired behaviour.
|
[
"articles",
"articles/web-ui-gsoc"
] | 1,887 |
[
"Google Summer of Code 2023 - Web UI for Visualization and Exploration - Qdrant",
"Codelens Multiplicity Issue"
] |
/articles/web-ui-gsoc/
|
html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(23)
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p
|
This hiccup underscored the importance of thorough testing and debugging, even in seemingly straightforward features.
|
[
"articles",
"articles/web-ui-gsoc"
] | 1,888 |
[
"Google Summer of Code 2023 - Web UI for Visualization and Exploration - Qdrant"
] |
/articles/web-ui-gsoc/
|
html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > h3:nth-of-type(4)
|
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h3
|
Key Learning Points
|
[
"articles",
"articles/web-ui-gsoc"
] | 1,889 |
[
"Google Summer of Code 2023 - Web UI for Visualization and Exploration - Qdrant",
"Key Learning Points"
] |
/articles/web-ui-gsoc/
|
html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(24)
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p
|
Amidst these challenges, I garnered valuable insights that have significantly enriched my engineering prowess:
|
[
"articles",
"articles/web-ui-gsoc"
] | 1,890 |
[
"Google Summer of Code 2023 - Web UI for Visualization and Exploration - Qdrant",
"Key Learning Points"
] |
/articles/web-ui-gsoc/
|
html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(25)
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p
|
Vector Reduction Techniques: Navigating the realm of vector reduction techniques provided a deep understanding of how to process and interpret data efficiently.
|
[
"articles",
"articles/web-ui-gsoc"
] | 1,891 |
[
"Google Summer of Code 2023 - Web UI for Visualization and Exploration - Qdrant",
"Key Learning Points"
] |
/articles/web-ui-gsoc/
|
html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(25)
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p
|
This knowledge opens up new avenues for developing data-driven applications in the future.
|
[
"articles",
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] | 1,892 |
[
"Google Summer of Code 2023 - Web UI for Visualization and Exploration - Qdrant",
"Key Learning Points"
] |
/articles/web-ui-gsoc/
|
html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(26)
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p
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Web Workers Efficiency: Mastering the intricacies of web workers not only resolved performance concerns but also expanded my repertoire of optimization strategies.
|
[
"articles",
"articles/web-ui-gsoc"
] | 1,893 |
[
"Google Summer of Code 2023 - Web UI for Visualization and Exploration - Qdrant",
"Key Learning Points"
] |
/articles/web-ui-gsoc/
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html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(26)
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p
|
This newfound proficiency will undoubtedly find relevance in various future projects.
|
[
"articles",
"articles/web-ui-gsoc"
] | 1,894 |
[
"Google Summer of Code 2023 - Web UI for Visualization and Exploration - Qdrant",
"Key Learning Points"
] |
/articles/web-ui-gsoc/
|
html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(27)
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p
|
Monaco Editor and UI Frameworks: Working extensively with the Monaco Editor, Material-UI (MUI), and Vite enriched my familiarity with these essential tools.
|
[
"articles",
"articles/web-ui-gsoc"
] | 1,895 |
[
"Google Summer of Code 2023 - Web UI for Visualization and Exploration - Qdrant",
"Key Learning Points"
] |
/articles/web-ui-gsoc/
|
html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(27)
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p
|
I honed my skills in integrating complex UI components seamlessly into applications.
|
[
"articles",
"articles/web-ui-gsoc"
] | 1,896 |
[
"Google Summer of Code 2023 - Web UI for Visualization and Exploration - Qdrant"
] |
/articles/web-ui-gsoc/
|
html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > h2:nth-of-type(5)
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h2
|
Areas for Improvement and Future Enhancements
|
[
"articles",
"articles/web-ui-gsoc"
] | 1,897 |
[
"Google Summer of Code 2023 - Web UI for Visualization and Exploration - Qdrant",
"Areas for Improvement and Future Enhancements"
] |
/articles/web-ui-gsoc/
|
html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(28)
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p
|
While reflecting on this transformative journey, I recognize several areas that offer room for improvement and future enhancements:
|
[
"articles",
"articles/web-ui-gsoc"
] | 1,898 |
[
"Google Summer of Code 2023 - Web UI for Visualization and Exploration - Qdrant",
"Areas for Improvement and Future Enhancements"
] |
/articles/web-ui-gsoc/
|
html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > ol > li:nth-of-type(1)
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li
|
Enhanced Autocomplete: Further refining the autocomplete feature to support key-value suggestions in JSON structures could greatly enhance the user experience.
|
[
"articles",
"articles/web-ui-gsoc"
] | 1,899 |
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