qdrant

Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/ (by qdrant)

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NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a better qdrant alternative or higher similarity.

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qdrant reviews and mentions

Posts with mentions or reviews of qdrant. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2025-05-10.
  • The Backend Shift: Leveraging Open Source Powerhouses for Faster, Leaner Apps
    15 projects | dev.to | 10 May 2025
    Weaviate (weaviate.io) / Qdrant (qdrant.tech):
  • 10 open-source MCPs that make your AI agents smarter than your team lead
    14 projects | dev.to | 9 May 2025
    Qdrant — open-source and super developer-friendly
  • The ultimate open source stack for building AI agents
    13 projects | dev.to | 30 Apr 2025
    Qdrant — Rust-powered, fast, with filtering & hybrid search.
  • Build Code-RAGent, an agent for your codebase
    8 projects | dev.to | 29 Apr 2025
    The only thing left to do then was to build something that could showcase the power of code ingestion within a vector database, and it immediately clicked in my mind: "Why don't I ingest my entire codebase of solved Go exercises from Exercism?" That's how I created Code-RAGent, your friendly coding assistant based on your personal codebases and grounded in web search. It is built on top of GPT-4.1, powered by OpenAI, LinkUp, LlamaIndex, Qdrant, FastAPI and Streamlit. The building of this project was aimed at providing a reproducible and adaptable agent, that people can therefore customize based on their needs, and it was composed of three phases:
  • Ingest (almost) any non-PDF document in a vector database, effortlessly
    4 projects | dev.to | 25 Apr 2025
    Qdrant is an easy-to-set-up, highly performing and scalable vector database, that offers numerous functionalities (among which hybrid search and metadata filtering).
  • Why You Shouldn’t Invest In Vector Databases?
    12 projects | dev.to | 24 Apr 2025
    In cases where a company possesses a strong technological foundation and faces a substantial workload demanding advanced vector search capabilities, its ideal solution lies in adopting a specialized vector database. Prominent options in this domain include Chroma (having raised $20 million), Zilliz (having raised $113 million), Pinecone (having raised $138 million), Qdrant (having raised $9.8 million), Weaviate (having raised $67.7 million), LanceDB (YC W22), Vespa, Marqo, and others. Many of these players have secured significant funding in recent years and are well-positioned to capture notable market share. These vector databases offer efficient storage, indexing, and similarity search functionalities for vectors. They often incorporate specific optimizations tailored for vector data, such as similarity search based on inverted indexes and efficient vector computations. As a result, they cater to the requirements of companies operating in areas like recommendation systems, image search, and natural language processing.
  • Preview 2 of .NET AI Chat Web App Template Now Available
    2 projects | dev.to | 22 Apr 2025
    /filters:no_upscale()/news/2025/04/microsoft-dotnet-ai-template-p2/en/resources/1use-aspire-orchestration-1745167526397.png) A notable addition in Preview 2 is the support for .NET Aspire, enhancing the development toolkit with advanced AI capabilities. The Qdrant vector database can be utilized alongside .NET Aspire to create scalable applications. The template continues to utilize the Retrieval Augmented Generation (RAG) pattern for chat applications while adding new features tailored for .NET Aspire.
  • CocoIndex Changelog 2025-04-05
    3 projects | dev.to | 8 Apr 2025
    @Anush008 from qdrant made their first contribution in #182. We are super excited for the upcoming official integration from our friends at qdrant!
  • Building Your Own RAG System: Enhancing Claude with Your Documentation
    2 projects | dev.to | 26 Mar 2025
    Qdrant is a vector database optimized for storing and searching these embeddings.
  • Revolutionizing Remote Coding Interviews: A React Vite Template
    1 project | dev.to | 14 Mar 2025
    View the Project on GitHub
  • A note from our sponsor - SaaSHub
    www.saashub.com | 16 May 2025
    SaaSHub helps you find the best software and product alternatives Learn more →

Stats

Basic qdrant repo stats
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4 days ago

qdrant/qdrant is an open source project licensed under Apache License 2.0 which is an OSI approved license.

The primary programming language of qdrant is Rust.


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