Qdrant - Hardened Vector Database for AI on Ubuntu 24.04
This is a repackaged open source software product wherein additional charges apply for hardening, security configuration, and setup support. Qdrant is an open-source, high-performance vector database for AI and semantic search - used in RAG pipelines, recommendation systems, LangChain, LlamaIndex, and any workload requ...
- Category
- Data Analysis
- Registry category
- Cybersecurity & ITThreat Detection & Response
- Vendor
- Lynxroute
- Location
- Not disclosed
- Reviews
- Not rated (0 reviews on the listing)
- Listed on
- AWS Marketplace
- Pricing
- 5 plans listed
Each fact carries one Provenance score: the average of its Disclosure and Evidence scores, the same rule the page uses for the overall score. Click any score to see the math behind it.
Vendor Provenance
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Build Provenance
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Reach Provenance
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Data Provenance
What the vendor discloses about data handling.
Compliance Provenance
What standards the vendor meets, and who verified them.
What the publisher says
This is a repackaged open source software product wherein additional charges apply for hardening, security configuration, and setup support.
WHAT IS QDRANT
Qdrant is a high-performance vector similarity search engine and database written in Rust - it stores embedding vectors with structured payloads, then serves approximate-nearest-neighbour (ANN) queries with optional payload filtering, hybrid sparse + dense search, multivector indexes and quantization. The server exposes REST and gRPC APIs and ships with a built-in web UI for collection browsing, point inspection and query playground. Operators get HNSW indexing, on-disk vector storage with configurable RAM caching, snapshots for backup, and a managed embedding pipeline through fastembed. Integrates natively with LangChain, LlamaIndex, Haystack and any OpenAI-compatible client. Apache-2.0 license - lock-in-free alternative to Pinecone, Weaviate and other proprietary vector services, with full Rust source for every component.
Show the rest of the publisher’s description (12 more lines)
WHAT THIS AMI ADDS
Security hardening:
- Unique API key generated per instance at first boot
- UFW firewall - ports 22, 6333, 6334 only
- fail2ban, AppArmor
OS hardening (CIS Level 1):
- CIS Ubuntu 24.04 LTS Level 1 benchmark applied via ansible-lockdown
- auditd, SSH hardening, Kernel hardening, IMDSv2 enforced
Compliance artifacts:
- SBOM - CycloneDX 1.6 at /etc/lynxroute/sbom.json
- CIS Conformance Report at /etc/lynxroute/cis-report.html
- CIS Tailored Profile at /usr/share/doc/lynxroute/CIS_TAILORED_PROFILE.md
Plans and pricing
5 plans listed
Linked repositories
- qdrant/qdrant (opens in a new tab)Code provenanceCollectingNo code data yet. CodeRoot is gathering it.
A linked repository is not a claim that the publisher wrote the code; the registry computes that relationship privately and does not publish it.
Publisher resources
Sources
- Marketplace listingAWS Marketplace (opens in a new tab)
- Legal linkStandardEula (opens in a new tab)
- Company recordOutside company data, matched on lynxroute.com
Reading the score
Disclosure · how many sources corroborate it
Evidence · what kind of evidence backs it
The SettleTop steps above are possible but not automated yet, so today they sit open and a perfect 10 is out of reach. Open information like firmographics and reach has fewer steps to climb, so it sits a little higher for the same visible evidence.
Information shown here reflects the best available information at the time of assessment and may be incomplete, outdated, or subject to change. It should be independently verified before being relied upon for any decision. SettleTop is not liable for any errors, omissions, or decisions made in reliance on this information.
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