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[ "Food Discovery Demo - Qdrant", "Using the demo" ]
/articles/food-discovery-demo/
html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(27)
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[ "articles", "articles/food-discovery-demo" ]
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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
Whether you’re looking to understand the mechanics
[ "articles", "articles/food-discovery-demo" ]
1,804
[ "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
of semantic search or to have a foundation to build a larger project, this demo can serve as a starting point.
[ "articles", "articles/food-discovery-demo" ]
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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[ "Google Summer of Code 2023 - Web UI for Visualization and Exploration - Qdrant" ]
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li
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[ "articles", "articles/web-ui-gsoc" ]
1,810
[ "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(3)
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[ "Google Summer of Code 2023 - Web UI for Visualization and Exploration - Qdrant" ]
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Google Summer of Code 2023 - Web UI for Visualization and Exploration
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1,813
[ "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 > h1
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Google Summer of Code 2023 - Web UI for Visualization and Exploration
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1,814
[ "Google Summer of Code 2023 - Web UI for Visualization and Exploration - Qdrant" ]
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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/
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
In this article, I will take you through my experience, challenges, and achievements during this enriching coding journey.
[ "articles", "articles/web-ui-gsoc" ]
1,819
[ "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(2)
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h2
Project Overview
[ "articles", "articles/web-ui-gsoc" ]
1,820
[ "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
Qdrant is a powerful vector search engine widely used for similarity search and clustering.
[ "articles", "articles/web-ui-gsoc" ]
1,821
[ "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
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.
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1,823
[ "Google Summer of Code 2023 - Web UI for Visualization and Exploration - Qdrant" ]
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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
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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p
Designing a friendly UI on Figma
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1,828
[ "Google Summer of Code 2023 - Web UI for Visualization and Exploration - Qdrant", "Milestones and Achievements" ]
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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.
[ "articles", "articles/web-ui-gsoc" ]
1,829
[ "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(5)
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p
I focused on usability and accessibility to create a seamless user experience.
[ "articles", "articles/web-ui-gsoc" ]
1,830
[ "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(5)
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p
Building the layout
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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
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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[ "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
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
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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[ "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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[ "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/
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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p
Points Page
[ "articles", "articles/web-ui-gsoc" ]
1,844
[ "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(12)
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p
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[ "articles", "articles/web-ui-gsoc" ]
1,845
[ "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(12)
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Developing query editor page libraries
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1,846
[ "Google Summer of Code 2023 - Web UI for Visualization and Exploration - Qdrant", "Milestones and Achievements" ]
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html > body > div:nth-of-type(1) > div:nth-of-type(1) > div > section > article > p:nth-of-type(13)
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This milestone involved creating a query editor page that allowed users to write queries in a custom language.
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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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The editor provided syntax highlighting, autocomplete, and error-checking features for a seamless query writing experience.
[ "articles", "articles/web-ui-gsoc" ]
1,848
[ "Google Summer of Code 2023 - Web UI for Visualization and Exploration - Qdrant", "Milestones and Achievements" ]
/articles/web-ui-gsoc/
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Query Editor Page
[ "articles", "articles/web-ui-gsoc" ]
1,849
[ "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(14)
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[ "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/
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
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/
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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Challenges and Learning
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[ "Google Summer of Code 2023 - Web UI for Visualization and Exploration - Qdrant", "Challenges and Learning" ]
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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
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
However, each challenge provided an opportunity to learn and grow as a developer.
[ "articles", "articles/web-ui-gsoc" ]
1,857
[ "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
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/
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
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
Setting realistic timelines, collaborating with mentors, and staying proactive with feedback allowed me to complete the milestones efficiently.
[ "articles", "articles/web-ui-gsoc" ]
1,860
[ "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(1)
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Technical Learning and Skill Development
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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.
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1,862
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/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
Learning how to process vast amounts of data efficiently and extract meaningful insights through these techniques was both challenging and rewarding.
[ "articles", "articles/web-ui-gsoc" ]
1,864
[ "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(2)
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h3
Effective Project Management
[ "articles", "articles/web-ui-gsoc" ]
1,865
[ "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
Undoubtedly, the most impactful lesson was the art of effective project management.
[ "articles", "articles/web-ui-gsoc" ]
1,866
[ "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
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", "articles/web-ui-gsoc" ]
1,871
[ "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
Optimization with Web Workers
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1,876
[ "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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The high-processing demands of vector reduction posed another significant challenge.
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1,877
[ "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
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", "articles/web-ui-gsoc" ]
1,881
[ "Google Summer of Code 2023 - Web UI for Visualization and Exploration - Qdrant" ]
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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
[ "articles", "articles/web-ui-gsoc" ]
1,882
[ "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
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", "articles/web-ui-gsoc" ]
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
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/
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" ]
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[ "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" ]
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