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* Add new Scaling landing page under Operations Introduces a Scaling section with vertical vs. horizontal scaling guidance and failover best practices, linking out to detail pages. * Add new Vertical Scaling page Dedicated how-to guidance for resizing existing nodes: when to scale vertically, RAM sizing formulas, and Cloud/self-hosted resize steps. * Add new Horizontal Scaling and Resilience page Covers Raft consensus, the replication model, consistency guarantees, Multi-AZ, and the resilience terminology used elsewhere in the docs. * Move Distributed Deployment under Scaling and update all incoming links Moves distributed_deployment.md into the new scaling/ section, trims its Raft/Replication/Consistency intros into cross-links to the new Horizontal Scaling and Resilience page, adds Multi-AZ and single-replica cross-link callouts in the Cloud docs, rewrites all internal references across ~30 files to the new canonical path instead of relying on aliases, and applies Title Case to Distributed Deployment's headers. * Split Resilience out of Horizontal Scaling and Resilience Adds a dedicated Resilience page covering fault tolerance, Multi-AZ, resilience terminology, and failover best practices (moved from the Scaling landing page). Horizontal Scaling is retitled and scoped to the underlying mechanics: Raft consensus, replication, and consistency. * Reorganize Horizontal Scaling's structure Moves "How Many Qdrant Nodes Should I Run?" from Distributed Deployment into Horizontal Scaling, adds a conceptual Sharding section, and reorders Sharding/Replication/Raft Consensus/Consistency. Moves the remaining conceptual content out of Distributed Deployment: Temporary Node Failure to Resilience, Error Handling folded into Replication, sharding heuristics folded into Sharding, and the Consensus Checkpointing explanation folded into Raft Consensus. * Rename Scaling section to Scaling & Resilience Renames the section and restructures the landing page: the vertical- vs-horizontal decision is now purely about scaling, with a dedicated Resilience section covering fault tolerance through sharding and multi-node deployments. * Polish Vertical Scaling and Resilience page content Reframes Vertical Scaling's "What Not to Do" as positive "Best Practices". Reworks Resilience's structure: moves the uptime/data- integrity terminology into the intro as three distinct aspects of resilience, and renames "How Resilience Works" to "Setting Up a Resilient Qdrant Cluster". * Add diagrams illustrating sharding and replication Adds cluster diagrams to the Sharding and Replication sections on Horizontal Scaling to make the shard/replica layout easier to follow. * Add new Node Failure Recovery page Extracts the node failure recovery scenarios out of Distributed Deployment into their own page, with each bolded sub-header converted to a proper heading, and links updated across Resilience and the Scaling landing page. * Add new Consistency Guarantees page Extracts write consistency factor, read consistency, and write ordering out of Distributed Deployment into their own page, positioned after Distributed Deployment. * Add new "Deploy Behind a Load Balancer" section Explains why a load balancer is needed in front of a multi-node Qdrant cluster: avoiding a single point of failure at the entry point and making sure replicas on every node actually serve reads. * Add new "Rebalancing" section Documents how Qdrant Cloud automatically rebalances shards across nodes, as its own subsection under Sharding. * Rewrite Multi-AZ vs. Replication Factor as Multi-AZ Deployments Defines an availability zone on first use, explains why multi-AZ deployments guard against a zone going down, clarifies that Qdrant Cloud is zone-aware once enabled, and that self-hosted deployments need to place and move replicas across zones manually. * Restructure node-count guidance into One/Two/Three-or-more Node subsections Splits "How Many Qdrant Nodes Should I Run?" into three subsections and drops the "balanced" framing for two nodes: it states plainly that two nodes give more capacity without true high availability. * Add new "Which Configuration Is Right for You?" section Summarizes the one/two/three-or-more node tradeoffs in one place right after the detailed breakdown. * Add explicit _redirects entry for legacy distributed_deployment URL Closes the redirect chain: the existing /guides/ and /operations/ legacy rules both terminate at /documentation/distributed_deployment/, which previously had no explicit _redirects entry and only resolved via the Hugo alias meta-refresh page. * Fix all incoming links to Distributed Deployment and pages under Scaling Repoints two same-page anchors in distributed_deployment.md that broke when Write Ordering moved to Consistency Guarantees, and one link in cloud/create-cluster.md that broke when a Resilience heading was reworded. * Update time-based sharding diagram and restructure section * Fix a couple of broken links * Move 'Consensus Checkpointing' to 'Node Failure Recovery' page
167 lines
9.5 KiB
Markdown
167 lines
9.5 KiB
Markdown
---
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title: Deploy Qdrant
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short_description: "Deploy Qdrant your way — managed in Qdrant Cloud, Hybrid Cloud, Private Cloud, or self-hosted with Docker or Kubernetes."
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description: "Choose how to deploy Qdrant: Managed Cloud, Hybrid Cloud, Private Cloud, or self-hosted via Docker, Kubernetes, or bare-metal installation."
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slug: deploy-intro
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breadcrumb: false
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aliases:
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- /documentation/deploy-intro
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- /documentation/cloud-intro
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content:
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- partial: documentation/banners/banner-b
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title: Deploy Qdrant
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description: Deploy Qdrant
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image:
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src: /img/dev-portal-cloud/dev-portal-cloud-hero.png
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alt: Qdrant cloud dashboard
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startedButton:
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text: Get Started
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url: https://qdrant.to/cloud
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- partial: documentation/sections/cards-section
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title: Operations
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description: Install, configure, optimize, and monitor your Qdrant deployment across any environment.
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cardsPartial: documentation/cards/docs-cards
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cards:
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- id: 1
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icon:
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src: /icons/outline/server-rack-blue.svg
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alt: Installation
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title: Installation
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description: Deploy Qdrant on any infrastructure. Get requirements, configuration options, and GPU setup guides.
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link:
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url: /documentation/installation/
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text: Read More
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- id: 2
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icon:
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src: /icons/outline/switches-blue.svg
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alt: Configuration
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title: Configuration
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description: Tune storage, network, performance, and runtime settings for your Qdrant instance.
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link:
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url: /documentation/ops-configuration/configuration/
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text: Read More
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- id: 3
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icon:
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src: /icons/outline/chart-bar-blue.svg
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alt: Monitoring
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title: Monitoring & Telemetry
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description: Monitor cluster health, collect metrics with Prometheus and Grafana, and configure telemetry.
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link:
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url: /documentation/ops-monitoring/monitoring/
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text: Read More
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- partial: documentation/sections/cards-section
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title: Cloud
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description: Deploy and manage high-performance vector search clusters across cloud environments. Easily scale with fully managed cloud solutions, integrate seamlessly across hybrid setups, or maintain complete control with private cloud deployments in Kubernetes.
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cardsPartial: documentation/cards/docs-cards
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cards:
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- id: 1
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image:
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src: /img/dev-portal-cloud/managed-cloud.png
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alt: Managed Cloud
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title: Managed Cloud
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description: Qdrant Managed Cloud is our SaaS solution, providing managed Qdrant database clusters on the cloud.
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link:
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url: /documentation/cloud/
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text: Read More
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- id: 2
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image:
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src: /img/dev-portal-cloud/hybrid-cloud.png
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alt: Hybrid Cloud
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title: Hybrid Cloud
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description: Deploy and manage your vector database across diverse environments, ensuring performance, security, and cost efficiency.
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link:
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url: /documentation/hybrid-cloud/
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text: Read More
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- id: 3
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image:
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src: /img/dev-portal-cloud/private-cloud.png
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alt: Private Cloud
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title: Private Cloud
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description: Qdrant Private Cloud allows you to manage Qdrant database clusters in any Kubernetes cluster on any infrastructure.
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link:
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url: /documentation/private-cloud/
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text: Read More
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- partial: documentation/sections/cards-section
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title: Support
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description: Get help from the Qdrant community or contact our support team.
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cardsPartial: documentation/cards/docs-cards
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cardsPerRow: 2
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cards:
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- id: 1
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icon:
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src: /icons/outline/discord-purple.svg
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alt: Discord icon
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title: Community Support
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description: Join 6,000+ active members to learn, collaborate, and participate in Qdrant’s latest activities.
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link:
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text: Join our Discord
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url: https://qdrant.to/discord
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- id: 2
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icon:
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src: /icons/outline/support-blue.svg
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alt: Support icon
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title: Qdrant Cloud Support
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description: Paying customers have access to our Support team. Links to the support portal are available in the Qdrant Cloud Console.
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link:
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text: Join Qdrant
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url: https://qdrant.to/cloud
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partition: deploy
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hideInSidebar: true
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build:
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render: always
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---
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# Deploy Qdrant
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## Self-Hosted
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- [Installation](/documentation/installation/index.md) — Install Qdrant via Docker, Kubernetes, or binary on Linux, macOS, or Windows.
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- [Distributed Deployment](/documentation/scaling/distributed_deployment/index.md) — Multi-node clusters with horizontal sharding and replication for scale and fault tolerance.
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- [Capacity Planning](/documentation/capacity-planning/index.md) — Estimate RAM and disk requirements for vectors, payloads, indexes, and replication factors.
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- [Snapshots](/documentation/snapshots/index.md) — Back up and restore collections for disaster recovery and cross-cluster replication.
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- [Production Checklist](/documentation/production-checklist/index.md) — Pre-launch review of sharding, replication, quantization, load balancing, and observability.
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- [Upgrades](/documentation/upgrades/index.md) — Upgrade Qdrant clusters across Cloud, Kubernetes, and Docker with zero-downtime planning.
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## Managed Cloud
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- [Managed Cloud](/documentation/cloud/index.md) — Run Qdrant as a managed service on AWS, GCP, or Azure with automatic scaling, backups, and zero-downtime upgrades.
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- [Create a Cluster](/documentation/cloud/create-cluster/index.md) — Launch a free or standard cluster on your preferred cloud provider.
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- [Authentication](/documentation/cloud/authentication/index.md) — Create Database API keys with granular access control and expiration settings.
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- [Cluster Access](/documentation/cloud/cluster-access/index.md) — Connect via REST, gRPC, or the Cluster UI with load-balanced endpoints and IP allowlists.
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- [Configure Clusters](/documentation/cloud/configure-cluster/index.md) — Tune collection defaults, strict mode, replication factor, and optimizer settings.
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- [Scale Clusters](/documentation/cloud/cluster-scaling/index.md) — Scale vertically or horizontally with automatic shard rebalancing.
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- [Monitor Clusters](/documentation/cloud/cluster-monitoring/index.md) — Monitor cluster health with built-in metrics, logs, and email alerts.
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- [Backup Clusters](/documentation/cloud/backups/index.md) — Schedule snapshots and restore clusters for disaster recovery.
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- [Update Clusters](/documentation/cloud/cluster-upgrades/index.md) — Zero-downtime rolling upgrades on multi-node clusters.
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- [Cloud Inference](/documentation/cloud/inference/index.md) — Generate embeddings inside Qdrant Cloud or proxy to OpenAI, Cohere, and Jina.
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## Hybrid Cloud
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- [Hybrid Cloud](/documentation/hybrid-cloud/index.md) — Deploy Qdrant in your own Kubernetes cluster while managing it through Qdrant Cloud.
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- [Setup Hybrid Cloud](/documentation/hybrid-cloud/hybrid-cloud-setup/index.md) — Install and connect the Qdrant Kubernetes Operator to Qdrant Cloud.
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- [Create a Cluster](/documentation/hybrid-cloud/hybrid-cloud-cluster-creation/index.md) — Create a Qdrant cluster in your Hybrid Cloud environment.
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- [Configure, Scale & Upgrade](/documentation/hybrid-cloud/configure-scale-upgrade/index.md) — Tune, resize, and upgrade Hybrid Cloud clusters.
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- [Networking, Logging & Monitoring](/documentation/hybrid-cloud/networking-logging-monitoring/index.md) — Configure networking, ingress, and observability for Hybrid Cloud.
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- [Operator Configuration](/documentation/hybrid-cloud/operator-configuration/index.md) — Advanced configuration of the Qdrant Kubernetes Operator.
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- [Deployment Platforms](/documentation/hybrid-cloud/platform-deployment-options/index.md) — Platform-specific deployment guides for AWS, GCP, Azure, and on-prem Kubernetes.
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## Private Cloud
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- [Private Cloud](/documentation/private-cloud/index.md) — Fully air-gapped Qdrant deployment in your own Kubernetes cluster with no Qdrant Cloud connectivity.
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- [Setup Private Cloud](/documentation/private-cloud/private-cloud-setup/index.md) — Install and configure Qdrant Private Cloud in a Kubernetes cluster.
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- [Cluster Management](/documentation/private-cloud/qdrant-cluster-management/index.md) — Create, manage, and operate clusters in Private Cloud.
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- [Configuration](/documentation/private-cloud/configuration/index.md) — Advanced configuration options for Private Cloud deployments.
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- [Backups](/documentation/private-cloud/backups/index.md) — Configure backup and restore for Private Cloud clusters.
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- [Logging & Monitoring](/documentation/private-cloud/logging-monitoring/index.md) — Set up observability for Private Cloud environments.
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- [API Reference](/documentation/private-cloud/api-reference/index.md) — Private Cloud management API reference.
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## Operations
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- [Configuration](/documentation/ops-configuration/index.md) — Customize Qdrant via config files and environment variables; runtime administration; GPU-accelerated indexing.
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- [Monitoring & Telemetry](/documentation/ops-monitoring/index.md) — Monitor Qdrant with Prometheus and Grafana via built-in OpenMetrics endpoints.
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- [Optimization](/documentation/ops-optimization/index.md) — Tune for high-speed search, high precision, or low memory; understand the background optimizer.
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## Security & Troubleshooting
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- [Security](/documentation/security/index.md) — API keys, JWT-based collection-scoped access control, TLS encryption, and network binding.
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- [Troubleshooting](/documentation/common-errors/index.md) — Diagnose common runtime errors: open-file limits, filesystem incompatibilities, corrupted collection metadata.
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