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Qdrant logo

Qdrant

Vector Databases

Open-source vector database for semantic search, filtering, and RAG.

Visit websiteDocs

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Explore products with related capabilities. Check their details for your use case.

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Managed vector database for production retrieval and semantic search.

API available
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Is this your company?Verify ownership · Add products · See activity
OverviewProduct evaluationBuild examplesCompany evidence

Product evaluation

Review Qdrant for your team’s requirements before a technical pilot.

Commercial model

Open source

View vendor website

Listed pricing category. Confirm current rates, limits and enterprise contract terms with the vendor.

Implementation

API listed · Open source listed

DocumentationSource repository

Validate integration, deployment and operational requirements in your own environment.

Enterprise review

Security, data handling, support and contract terms require vendor confirmation. Linked sources do not establish certification or approval.

Public implementation evidence

Built with Qdrant

Projects that list this product. Use is self-reported.

Anonymous builder4 months ago
Dify

Public-source project proof for Dify. The repo and public site show an open-source platform for building LLM applications with workflow orchestration, RAG, agent capabilities, and model management. Curated as public source evidence, not an ownership claim.

Listed tools (2)

  • OpenAI APIModel APIs for assistants, embeddings, retrieval, and production AI apps.
  • QdrantOpen-source vector database for semantic search, filtering, and RAG.
0 0 1Open
Anonymous builder4 months ago
Open WebUI

Public-source project proof for Open WebUI. The repo and public site show a self-hosted AI platform for local and cloud model interfaces, RAG workflows, and OpenAI-compatible APIs. Curated as public source evidence, not an ownership claim.

Listed tools (2)

  • OpenAI APIModel APIs for assistants, embeddings, retrieval, and production AI apps.
  • QdrantOpen-source vector database for semantic search, filtering, and RAG.
0
Company evaluation and adoption evidence

Enterprise fit

Buyer brief for procurement and architecture review

Source-labeled signals for cost, reliability, security, integration, and adoption proof. Missing compliance evidence is shown as a gap, not guessed.

Compare for enterpriseExport brief
Inferred

Commercial model

Open source profile signal; exact enterprise terms need buyer review.

View source
Needs verification

Reliability

No status page, uptime, or SLA evidence attached

Buyer recommendation

Shortlist only after verifying Reliability and Security/compliance.

API signal supports workflow automation.Docs are linked for implementation review.Open-source path can reduce lock-in review.At least one buyer evidence source is linked or verified.

Real data backfill while adoption proof grows

These are source-linked enrichment paths for missing fields. They are treated as proxies until claimed-company data and first-party tokens& adoption events replace them.

GitHub repository APIfreeStars, forks, license, topics, releases, default branch, repo freshness, and public contributor signal.OpenSSF ScorecardfreeOpen-source security posture checks for repos before enterprise review.Wikidata company graph

AgentRank trust profile

Public proof buyers and agents can trust

AgentRank

51

Public signals · ★ 35,374

Trust Score

47

observed

Category Rank

#1

Vector Databases · public signals

Protocols

API, SDK

Agent-readable metadata

Tracked Developers

0

Known active developer activity

Profile Status

Unclaimed

Owner action needed

Trust Registry

AgentRank evidence file
observed

Source breakdown

GitHub35,374

68% confidence

Protocol support

APISDK
Adoption over time
Last 8 weeks+490 GitHub stars in 30d · cohort private · trust 47

Timeline appears after verified events.

We do not draw a fake adoption chart before live usage, self-reported proof, or challenge activity exists for this product.

Private (N<7)

active developers

Private (N<7)

verified adoptions

Private (N<7)

retention

Growth and Enterprise capabilities

Developer identities, account mapping, retention cohorts, and competitor overlap are available on Growth and Enterprise plans.

Talk to sales
Developer identities
See the builders behind saves, docs clicks, API calls, and retained usage.
Account map
Resolve developer activity into companies, teams, and enterprise accounts.
Retention cohorts
Track first API call through 7/30/90-day retention and expansion.
Competitor overlap
Find developers evaluating alternatives and switching between tools.
Category benchmark
Compare activation, retention, and growth against your market.

Company details

Sign in to follow this company, vote for its product, or save it to your workspace.

Community support for Qdrant. Votes do not verify product usage.

Pricing
Open source
Open source
Yes
API available
Yes

GitHub Stats

Stars
35,374
Forks
2,791
Issues
785
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LanceDB

Vector Databases· lancedb.com

Freemium

Developer-friendly multimodal vector database for AI applications, retrieval, and vector search.

11,841
1,150
Open source
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Turbopuffer

Vector Databases· turbopuffer.com

Commercial

Serverless vector and full-text search engine built for high-scale retrieval, recommendation, and semantic search workloads.

API available
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Typesense

Vector Databases· typesense.org

Open source

Open-source search and vector-search infrastructure for fast product search, semantic retrieval, and RAG-backed application experiences.

27,099
1,031
Open source

Keep evaluating Qdrant

Comparisons, category adoption data, and shortlist guides that answer the questions this profile raises next.

Check the adoption evidence

  • Vector Databases developers actually keep usingFiltered to products with verified usage events, cohort breadth, and retention.
  • AgentRank category rankingsHow every category is ordered by adoption proof, trust, and protocol support.
  • Best Vector DatabasesShortlist guide for this category, with the tradeoffs written out.
  • Best Open Source AI ToolsShortlist guide for this category, with the tradeoffs written out.

Own Qdrant? Generate its adoption badge embed, or claim the profile to send verified usage events.

0
1
Open
Needs verification

Security/compliance

No security, trust, or compliance source attached

Source linked

Integration fit

API profile signal with implementation source linked

View source
Inferred

Adoption proof

2 recorded adoption events; verification is not established

Vendor value loop

Vendors receive anonymous aggregate evaluation demand by default. Account details are shared only after explicit buyer contact or consent.

Request vendor contact
free
Parent company, acquisition, and ownership hints to avoid misleading same-owner comparisons.

Agent-readable protocol evidence raises trust and commercial readiness.

Benchmark proof

Automated measurements unavailable

Automated performance measurements are unavailable until a separately verified empirical evaluator is configured. Community reports do not unlock this component.

Trust gaps

Verify publisher ownership
Send SDK/API telemetry
Automated performance measurements unavailable

Enterprise verification can enrich evidence and export proof packages, but cannot buy rank.

Next best action

Verify ownership to manage Qdrant.

Review aggregate activity and connect product usage evidence. Private reports retain their existing permissions and plan requirements.

Public projects and activity accumulate here before your company joins. Claim this existing profile to manage it and review aggregate activity.

Claim this tool to review aggregate activity
Recommended actions
Prioritized DevRel, product, and sales plays based on live adoption signals.