aid: qdrant
name: Qdrant
description: Qdrant is a vector similarity search engine that provides a production-ready
  service with a convenient API to store, search, and manage points (i.e. vectors)
  with an additional payload. You can think of the payloads as additional pieces of
  information that can help you hone in on your search and also receive useful information
  that you can give to your users.
type: Index
deliveryModel:
  model: saas
  open_source: false
  commercial: true
  callable_host: false
  label: Hosted service · you call their endpoint
  confidence: medium
  source:
  - openapi
  - pricing
  generated: '2026-08-28'
  method: derived
accessModel:
  pricing: freemium
  onboarding: self-serve
  trial: false
  try_now: true
  public: false
  label: Freemium · Self-serve signup
  confidence: medium
  source:
  - plans
  - authentication
  - security
  generated: '2026-09-03'
  method: derived
image: https://kinlane-images.s3.amazonaws.com/shared/apis-json/icons/qdrant.png
tags:
- Artificial Intelligence
- Vector Search
- Database
tags_raw:
- AI
- Artificial Intelligence
- Vector Databases
- Database
- Vector Search
- Vector Database
url: https://raw.githubusercontent.com/api-evangelist/qdrant/refs/heads/main/apis.yml
created: '2024-06-18'
modified: '2026-05-19'
specificationVersion: '0.23'
apis:
- aid: qdrant:qdrant-aliases-api
  name: Qdrant Aliases API
  description: Additional names for existing collections.
  humanURL: https://qdrant.tech/documentation/
  tags:
  - Aliases
  properties:
  - type: OpenAPI
    url: openapi/qdrant-aliases-api-openapi.yml
  - type: Documentation
    url: https://qdrant.tech/documentation/
- aid: qdrant:qdrant-beta-api
  name: Qdrant Beta API
  description: Beta features, do not depend on these yet.
  humanURL: https://qdrant.tech/documentation/
  tags:
  - Beta
  properties:
  - type: OpenAPI
    url: openapi/qdrant-beta-api-openapi.yml
  - type: Documentation
    url: https://qdrant.tech/documentation/
- aid: qdrant:qdrant-collections-api
  name: Qdrant Collections API
  description: Searchable collections of points.
  humanURL: https://qdrant.tech/documentation/
  tags:
  - Collection
  tags_raw:
  - Collections
  properties:
  - type: OpenAPI
    url: openapi/qdrant-collections-api-openapi.yml
  - type: Documentation
    url: https://qdrant.tech/documentation/
- aid: qdrant:qdrant-distributed-api
  name: Qdrant Distributed API
  description: Service distributed setup.
  humanURL: https://qdrant.tech/documentation/
  tags:
  - Distributed
  properties:
  - type: OpenAPI
    url: openapi/qdrant-distributed-api-openapi.yml
  - type: Documentation
    url: https://qdrant.tech/documentation/
- aid: qdrant:qdrant-indexes-api
  name: Qdrant Indexes API
  description: Indexes for payloads associated with points.
  humanURL: https://qdrant.tech/documentation/
  tags:
  - Index
  tags_raw:
  - Indexes
  properties:
  - type: OpenAPI
    url: openapi/qdrant-indexes-api-openapi.yml
  - type: Documentation
    url: https://qdrant.tech/documentation/
- aid: qdrant:qdrant-points-api
  name: Qdrant Points API
  description: Float-point vectors with payload.
  humanURL: https://qdrant.tech/documentation/
  tags:
  - Points
  properties:
  - type: OpenAPI
    url: openapi/qdrant-points-api-openapi.yml
  - type: Documentation
    url: https://qdrant.tech/documentation/
- aid: qdrant:qdrant-search-api
  name: Qdrant Search API
  description: Find points in a collection.
  humanURL: https://qdrant.tech/documentation/
  tags:
  - Search
  properties:
  - type: OpenAPI
    url: openapi/qdrant-search-api-openapi.yml
  - type: Documentation
    url: https://qdrant.tech/documentation/
- aid: qdrant:qdrant-service-api
  name: Qdrant Service API
  description: Qdrant service utilities.
  humanURL: https://qdrant.tech/documentation/
  tags:
  - Services
  tags_raw:
  - Service
  properties:
  - type: OpenAPI
    url: openapi/qdrant-service-api-openapi.yml
  - type: Documentation
    url: https://qdrant.tech/documentation/
- aid: qdrant:qdrant-snapshots-api
  name: Qdrant Snapshots API
  description: Storage and collections snapshots.
  humanURL: https://qdrant.tech/documentation/
  tags:
  - Snapshots
  properties:
  - type: OpenAPI
    url: openapi/qdrant-snapshots-api-openapi.yml
  - type: Documentation
    url: https://qdrant.tech/documentation/
common:
- type: CapabilityMap
  url: capabilities/qdrant-capability-edges.yml
  name: Qdrant Business Capability Map
- type: RateLimits
  url: rate-limits/qdrant-rate-limits.yml
- type: FinOps
  url: finops/qdrant-finops.yml
- type: Plans
  url: plans/qdrant-plans-pricing.yml
- type: AgenticAccess
  url: agentic-access/qdrant-agentic-access.yml
- type: DomainSecurity
  url: security/qdrant-domain-security.yml
- type: Authentication
  url: authentication/qdrant-authentication.yml
- type: GitHubOrganization
  url: https://github.com/qdrant
- type: LinkedIn
  url: https://www.linkedin.com/company/qdrant
- url: https://qdrant.tech/documentation/quick-start/
  type: GettingStarted
- url: https://qdrant.tech/documentation/concepts/
  type: Documentation
- url: https://qdrant.tech/documentation/tutorials/
  type: Tutorials
- url: https://qdrant.tech/pricing/
  type: Pricing
- url: https://qdrant.tech/blog/
  type: Blog
- url: https://qdrant.tech
  type: Website
- type: Features
  data:
  - 'Free Tier: single-node 0.5 vCPU / 1 GB RAM / 4 GB disk'
  - 'Standard: usage-based dedicated resources, 99.5% SLA'
  - 'Premium: SSO, private VPC, 99.9% SLA'
  - 'Hybrid Cloud: runs on your infra, managed via Qdrant Cloud'
  - 'Private Cloud: dedicated isolated deployment'
  - REST and gRPC APIs
  - Throughput scales with cluster resources
  - Batch upsert up to 10,000 points/request
  - Sparse vectors and hybrid search
  - Quantization (scalar, binary, product)
  - Snapshot backup / restore
  - Multi-tenancy via collections + payload filtering
  - Distributed deployment with sharding
  - Web UI for collection management
  - Cloud Inference for embeddings (selected models free)
  - Open-source self-hosted alternative
  sources:
  - https://qdrant.tech/pricing/
  updated: '2026-05-04'
- type: Integrations
  url: https://qdrant.tech/partners/
- type: LlmsText
  url: https://qdrant.tech/llms.txt
integrations:
- name: logo
- name: Partners logos
- name: AWS marketplace
- name: Google Cloud marketplace
- name: Microsoft Azure
- name: Tara Walker Avatar
- name: Cohere
- name: Gemini
- name: OpenAI
- name: Aleph Alpha
- name: Jina
- name: AWS
- name: 1M-Open-AI-Embeddings
- name: LangChain
- name: LlamaIndex
- name: Airbyte
- name: Unstructured
- name: DocArray
- name: AutoGen
- name: Traversaal.ai
- name: Domino
- name: Revelry
- name: Softlandia
- name: Qdrant
- name: SOC2
- name: heyData GDPR
- name: GDPR
- name: HIPAA
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com