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Qdrant logo

Qdrant

Vector Databases

Verified Publisher·Pending reviewVerified Adoption·Pending reviewEnterprise Ready·Pending review

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

Enterprise fit

Buyer brief for procurement and architecture review

Public links
Visit WebsiteDocumentation

Developers also use

Generated from similarity, co-save, category, project, and adoption signals.

Typesense logo
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.

Why recommended

Same category

Keep evaluating Qdrant

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

Weigh Qdrant against the alternatives

  • Qdrant alternativesEvery vector databases product developers evaluate in place of Qdrant.
  • Qdrant vs TypesenseSide-by-side pricing, API surface, and adoption evidence.
  • Qdrant vs WeaviateSide-by-side pricing, API surface, and adoption evidence.
  • Qdrant vs pgvectorSide-by-side pricing, API surface, and adoption evidence.

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

Needs verification

Security/compliance

No security, trust, or compliance source attached

Source linked

Integration fit

API available with docs/profile signal

View source
Verified

Adoption proof

2 verified adoption signals

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.

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

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 graphfreeParent company, acquisition, and ownership hints to avoid misleading same-owner comparisons.

Events / Tours

Qdrant developer events

Hackathons, workshops, office hours, launches, and partner challenges tied to this product.

Claim or partner

No public events yet

Claimed teams can add hackathons, webinars, office hours, and challenges, then measure attendee to usage ROI.

Public implementation evidence

Public projects using Qdrant

OpenAI API logo
Anonymous builder3 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.

Built with

OpenAI API logoOpenAI APIModel APIs for assistants, embeddings, retrieval, and production AI apps.QQdrantOpen-source vector database for semantic search, filtering, and RAG.
0 0 1Open
OpenAI API logo
Anonymous builder3 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.

Built with

OpenAI API logoOpenAI APIModel APIs for assistants, embeddings, retrieval, and production AI apps.QQdrantOpen-source vector database for semantic search, filtering, and RAG.
0

AgentRank trust profile

Public proof buyers and agents can trust

Claim this tool to see who is evaluating it

AgentRank

66

Public signals · ★ 34,693

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

GitHub34,693

68% confidence

Protocol support

APISDK
Adoption over time
Last 8 weeksCohort private until N≥7 · 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

Your developer adoption profile is already visible.

Claim it to verify data, add integrations, and unlock adoption intelligence on developers and accounts evaluating Qdrant.

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Developer identities

See the builders behind saves, docs clicks, API calls, and retained usage.

Talk to sales

Account map

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

About Qdrant

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

GitHub
GitHub Stats

34,693

Stars

2,686

Forks

739

Issues

Quick Info
PricingOpen source
Open sourceYes
API availableYes
26,582
973
Open source
Why recommended

Same category

Weaviate logo
Weaviate

Vector Databases· weaviate.io

Freemium

Open-source vector database with managed cloud and hybrid search.

Why recommended

Highly similar description

16,826
1,404
Open source
Why recommended

Highly similar description

pgvector logo
pgvector

Vector Databases· github.com

Open source

Open-source PostgreSQL extension for vector similarity search, embeddings storage, and production RAG retrieval inside Postgres.

Why recommended

Same category

23,120
1,329
Open source
Why recommended

Same category

ParadeDB logo
ParadeDB

Vector Databases· paradedb.com

Open source

Postgres-native search and analytics system combining full-text search, vector retrieval, and aggregations without a second search stack.

Why recommended

Same category

9,273
457
Open source
Why recommended

Same category

  • Qdrant vs ParadeDBSide-by-side pricing, API surface, and adoption evidence.

    • 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

    Agent-readable protocol evidence raises trust and commercial readiness.

    Benchmark proof

    Benchmarks attached

    3 latest benchmark results linked to this profile.

    Trust gaps

    Verify publisher ownership
    Send SDK/API telemetry

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

    Claim this tool to see who is evaluating it
    Next best action

    Claim Qdrant before competitors use this profile as proof.

    Connect usage events, resolve developer identities, and see which accounts are evaluating Qdrant.

    Claim this tool to see who is evaluating it

    Resolve developer activity into companies, teams, and enterprise accounts.

    Talk to sales

    Retention cohorts

    Track first API call through 7/30/90-day retention and expansion.

    Talk to sales

    Competitor overlap

    Find developers evaluating alternatives and switching between tools.

    Talk to sales

    Category benchmark

    Compare activation, retention, and growth against your market.

    Talk to sales

    Recommended actions

    Prioritized DevRel, product, and sales plays based on live adoption signals.

    Talk to sales