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模型训练支持

  • Qdrant: Open-Source Vector Database and Search Engine.
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    What is qdrant.io?
    Qdrant is an Open-Source Vector Database and Search Engine built in Rust. It offers high-performance and scalable vector similarity search services. Qdrant provides efficient handling and searching of high-dimensional vector data, suitable for applications in AI and machine learning. The platform supports easy integration via API, making it a versatile tool for developers and data scientists looking to implement state-of-the-art vector search functionalities in their projects.
    qdrant.io Core Features
    • Open-Source
    • Vector Database
    • Vector Search Engine
    • Built in Rust
    • High Performance
    • Scalable
    • API Integration
    qdrant.io Pro & Cons

    The Cons

    No direct information on user interface or ease of use for non-developers.
    Limited details on pricing tiers and enterprise support on main page.
    No explicit mention of native mobile or desktop applications.

    The Pros

    Open-source with strong community support and active development.
    High-performance vector similarity search engine built in Rust for speed and reliability.
    Supports scalable cloud-native deployments with zero-downtime upgrades.
    Cost-efficient storage with built-in compression and quantization.
    Integrates with major embedding models and AI frameworks.
    Suitable for multiple AI use cases including semantic search, recommendation, RAG, and anomaly detection.
    qdrant.io Pricing
    Has free planYES
    Free trial details1GB free forever cluster, no credit card required
    Pricing modelFreemium
    Is credit card requiredNo
    Has lifetime planNo
    Billing frequencyHourly

    Details of Pricing Plan

    Managed Cloud

    0 USD
    • 1GB free cluster
    • No credit card required
    • Fully managed with central cluster management
    • Multiple cloud providers and regions (AWS, GCP, Azure)
    • Horizontal & vertical scaling
    • Central monitoring, log management and alerting
    • High availability, auto-healing
    • Backup & disaster recovery
    • Zero-downtime upgrades
    • Unlimited users
    • Standard support and uptime SLAs

    Hybrid Cloud

    0.014 USD
    • Starting price per hour
    • Bring your own cluster from any cloud provider, on-premise infrastructure, or edge locations
    • All benefits of Qdrant Cloud
    • Security, data isolation, optimal latency
    • Managed Cloud Central Cluster Management
    • Standard support and uptime SLAs

    Private Cloud

    Custom USD
    • Deploy fully on premise
    • Maximum control and data sovereignty
    • All benefits of Hybrid Cloud
    • Security, data isolation, optimal latency
    • Manage clusters on your infrastructure
    • Premium Support Plan
    For the latest prices, please visit: https://qdrant.tech/pricing/
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