Software Alternatives, Accelerators & Startups

Fedora VS Qdrant

Compare Fedora VS Qdrant and see what are their differences

Fedora logo Fedora

Fedora creates an innovative, free, and open source platform for hardware, clouds, and containers that enables software developers and community members to build tailored solutions for their users.

Qdrant logo Qdrant

Qdrant is a high-performance, massive-scale Vector Database for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/
  • Fedora Landing page
    Landing page //
    2023-06-11
  • Qdrant Landing page
    Landing page //
    2023-12-20

Qdrant is a leading open-source high-performance Vector Database written in Rust with extended metadata filtering support and advanced features. It deploys as an API service providing a search for the nearest high-dimensional vectors. With Qdrant, embeddings or neural network encoders can be turned into full-fledged applications. Powering vector similarity search solutions of any scale due to a flexible architecture and low-level optimization. Qdrant is trusted and high-rated by Machine Learning and Data Science teams of top-tier companies worldwide.

Fedora

Pricing URL
-
$ Details
-
Platforms
-
Release Date
-

Qdrant

$ Details
freemium
Platforms
Linux Windows Kubernetes Docker
Release Date
2021 May

Fedora features and specs

No features have been listed yet.

Qdrant features and specs

  • Advanced Filtering: Yes
  • On-disc Storage: Yes
  • Scalar Quantization: Yes
  • Product Quantization: Yes
  • Binary Quantization: Yes
  • Sparse Vectors: Yes
  • Hybrid Search: Yes
  • Discovery API: Yes
  • Recommendation API: Yes

Fedora videos

omplete Guide: How to Download, Install and Review Fedora 38 Linux on VirtualBox 2023

More videos:

  • Review - Fedora 31 Workstation Review & Gnome 3.34.1 Walkthrough - Linux Distro Reviews
  • Review - Fedora 31 Review | Should You Use It? Find Out!
  • Review - Fedora Workstation 31 Full Review
  • Review - Fedora 34 Reviewed: A Great GNOME distro that's worth checking out!
  • Review - Fedora 34 | This is the ABSOLUTE Best Linux Distro of 2021 Yet (NEW RELEASE!)
  • Review - Review - Fedora Workstation 33 (and why you should avoid it)

Qdrant videos

No Qdrant videos yet. You could help us improve this page by suggesting one.

+ Add video

Category Popularity

0-100% (relative to Fedora and Qdrant)
Operating Systems
100 100%
0% 0
Search Engine
0 0%
100% 100
Linux
100 100%
0% 0
Databases
0 0%
100% 100

Questions and Answers

As answered by people managing Fedora and Qdrant.

Why should a person choose your product over its competitors?

Qdrant's answer:

Advanced Features, Performance, Scalability, Developer Experience, and Resources Saving.

What makes your product unique?

Qdrant's answer:

Highest performance https://qdrant.tech/benchmarks/, scalability and ease of use.

Which are the primary technologies used for building your product?

Qdrant's answer:

Qdrant is written completely in Rust. SDKs available for all popular languages Python, Go, Rust, Java, .NET, etc.

User comments

Share your experience with using Fedora and Qdrant. For example, how are they different and which one is better?
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Reviews

These are some of the external sources and on-site user reviews we've used to compare Fedora and Qdrant

Fedora Reviews

10 Most Popular Linux Distros of the Year 2023
It is available in different editions: Workstations for everyday use, CoreOS for container-focused OS, Server for server-related systems, Fedora Cloud for private and public clouds, and IoT for IoT-related work. Fedora is good for desktop users or developers who want RPM Linux with the latest features.
12 Best Linux Distros You Should Use
And since Fedora is open-source, it also has a few community versions called Spins. Some of the popular spins are Plasma, Xfce, LXQT, MATE, and Cinnamon. Overall, Fedora might not be the best option for absolute beginners, but it’s great for those who know their way around Linux. Besides, Fedora’s got one of the most active distro communities on Reddit. Hence, if something...
Source: beebom.com
Finding the Best Linux Distro for Your Organization
Fedora is a popular, community-driven Linux distro known for its emphasis on new features and technologies, open source collaboration, and strong ties to the upstream software development communities (RHEL). It aims to provide a platform for both desktop and server users, offering the latest software while maintaining a balance between innovation and stability. Fedora users...
The best Linux distributions (operating systems)
Fedora is a free alternative to RHEL but does not provide long-term support. The focus of the operating system is primarily on up-to-dateness, which may come at the expense of stability. Fedora is equally suitable for servers and desktops and uses RPM (known from Red Hat) for package management.
Source: www.ionos.com
6 Best Free Alternatives to Windows for Advanced Users
Considering all this, Fedora is not intimidating to beginners and could be a great first-time Linux experience.
Source: techcult.com

Qdrant Reviews

We have no reviews of Qdrant yet.
Be the first one to post

Social recommendations and mentions

Based on our record, Fedora should be more popular than Qdrant. It has been mentiond 124 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

Fedora mentions (124)

  • what are some good laptops to buy?
    I am using HP Omen. I easily open it, clean it and change the thermal paste every 3 months (they have detailed guides on YouTube). My laptop had another SSD slot and I upgraded it with a new Samsung 1TB SSD and I am looking to upgrade the RAM from 16 GB to 64GB soon. Since I do not like Windows, I have installed Fedora on it. If I want I can turn in into a Hackintosh and install macOS too. The possibilities are... Source: 11 months ago
  • How do I remove this Ubuntu Pro ad from apt?
    You can find the solution at https://getfedora.org /s. Source: about 1 year ago
  • Fedora Project has a new website!
    It looks.. Awesome way better than getfedora.org kudos to the website developers. Source: about 1 year ago
  • Telemetr(ule)y
    Install Fedora (or one of it's spins. Source: about 1 year ago
  • Quick question about Fedora website
    Fedoraproject.org is it a legit website or is getfedora.org the only website ? Source: about 1 year ago
View more

Qdrant mentions (39)

  • How to Build a Chat App with Your Postgres Data using Agent Cloud
    AgentCloud uses Qdrant as the vector store to efficiently store and manage large sets of vector embeddings. For a given user query the RAG application fetches relevant documents from vector store by analyzing how similar their vector representation is compared to the query vector. - Source: dev.to / 23 days ago
  • Hindi-Language AI Chatbot for Enterprises Using Qdrant, MLFlow, and LangChain
    Great. Now that we have the embeddings, we need to store them in a vector database. We will be using Qdrant for this purpose. Qdrant is an open-source vector database that allows you to store and query high-dimensional vectors. The easiest way to get started with the Qdrant database is using the docker. - Source: dev.to / about 1 month ago
  • Boost Your Code's Efficiency: Introducing Semantic Cache with Qdrant
    I took Qdrant for this project. The reason was that Qdrant stands for high-performance vector search, the best choice against use cases like finding similar function calls based on semantic similarity. Qdrant is not only powerful but also scalable to support a variety of advanced search features that are greatly useful to nuanced caching mechanisms like ours. - Source: dev.to / about 1 month ago
  • Ask HN: Has Anyone Trained a personal LLM using their personal notes?
    I'm currently looking to implement locally, using QDrant [1] for instance. I'm just playing around, but it makes sense to have a runnable example for our users at work too :) [2]. [1]. https://qdrant.tech/. - Source: Hacker News / 2 months ago
  • Open-source Rust-based RAG
    There are much better known examples, such as https://qdrant.tech/ and https://github.com/lancedb/lancedb. - Source: Hacker News / 3 months ago
View more

What are some alternatives?

When comparing Fedora and Qdrant, you can also consider the following products

Ubuntu - Ubuntu is a Debian Linux-based open source operating system for desktop computers.

Milvus - Vector database built for scalable similarity search Open-source, highly scalable, and blazing fast.

Linux Mint - Linux Mint is one of the most popular desktop Linux distributions and used by millions of people.

Weaviate - Welcome to Weaviate

Manjaro - Manjaro Linux is a linux distribution which is based on arch linux. It uses the PACMAN package manager.

pgvecto.rs - Scalable, Low-latency and Hybrid-enabled Vector Search in Postgres. Revolutionize Vector Search, not Database. - tensorchord/pgvecto.rs