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Comparison

NeumAI vs redis

Verdict

Pick NeumAI if neumAI stands out in the space of managing large-scale vector embeddings, offering tools tailored for operations such as retrieval-augmented generation (RAG). Users looking to self-host embeddings management with an open; pick redis if redis is an in-memory database designed as a versatile cache and data structure store with advanced features such as JSON operations and vector searches.

Markdown twin · NeumAI alternatives · redis alternatives

GraphCanon updated today

NeumAI logo

NeumAI

NeumTry/NeumAI

★ 867pushed Jan 15, 2024
vs
redis logo

redis

redis/redis

★ 76kpushed Jul 23, 2026

Trust & integrity

SignalNeumAIredis
Maintenance
Dormant (948d since push)
As of today · github_public_v1
Very active (0d since push)
As of 4w · github_public_v1
Provenance
Not a fork · Organization account
As of today · github_public_v1
Not a fork · Organization account
As of 4w · github_public_v1
OSV dependency advisories
No lockfile (source not queried)
As of 1mo · osv@v1
No lockfile (source not queried)
As of 1mo · osv@v1
deps.dev advisories
Not queried
deps.dev@v1
Not queried
deps.dev@v1
OpenSSF Scorecard
Not queried
openssf-scorecard@v1
Not queried
openssf-scorecard@v1
NeumAI trust reportredis trust reportTrust methodology

Tagline

NeumAI
Framework to manage creation and synchronization of vector embeddings at large scale
redis
Redis is a preferred cache, data structure server, and document & vector query engine for real-time applications.

Stars

NeumAI
867
redis
76k

Forks

NeumAI
50
redis
25k

Open issues

NeumAI
9
redis
2.9k

Language

NeumAI
Python
redis
C

Adopt for

NeumAI
NeumAI stands out in the space of managing large-scale vector embeddings, offering tools tailored for operations such as retrieval-augmented generation (RAG). Users looking to self-host embeddings management with an open
redis
Redis is an in-memory database designed as a versatile cache and data structure store with advanced features such as JSON operations and vector searches, making it suitable for real-time applications.

Persona

NeumAI
-
redis
-

Runtime

NeumAI
-
redis
-

License

NeumAI
Apache-2.0
redis
Other

Last pushed

NeumAI
Jan 15, 2024
redis
Jul 23, 2026

Categories

NeumAI
Data & Retrieval, Vector Databases
redis
Data & Retrieval, Vector Databases

Trust and health

Maintenance

NeumAI
Dormant (18%)
redis
Very active (96%)

Days since push

NeumAI
948d
redis
0d

Open issues (now)

NeumAI
9
redis
2.9k

Stars delta

NeumAI
+3 (30d)
redis
Unknown

Open issues delta

NeumAI
0 (30d)
redis
Unknown

Full report

NeumAI
Trust report
redis
Trust report

Choose NeumAI if…

  • NeumAI is primarily Python; redis is C.
  • License: NeumAI is Apache-2.0, redis is Other.
  • Pricing: Offers an open-source model under the Apache-2.0 license, potentially featuring a free-tier with premium/support options..
  • Requirements: Requires Python and compatibility with infrastructure that supports its backend architecture.; Contact their team at founders@tryneum.com for self-hosting..
  • Tags unique to NeumAI: ai, data-engineering, embeddings, etl.
  • When you require robust and scalable infrastructure specifically designed for creating and synchronizing vector embeddings at scale.

When NOT to use NeumAI

  • When your project requires customization beyond what the provided architecture allows, without the support expected from commercial offerings or competitive open-source frameworks.
  • If your needs are simpler and don't demand large-scale operations, NeumAI’s capabilities focused on handling vast vector sets may be excessive for smaller projects.
GitHubDetails

Choose redis if…

  • redis is primarily C; NeumAI is Python.
  • License: redis is Other, NeumAI is Apache-2.0.
  • Tags unique to redis: cache, caching, in-memory, json.
  • You need high-speed access to frequently used data due to Redis's in-memory nature.

When NOT to use redis

  • Your project has limited memory resources since Redis relies on in-memory storage, which could lead to high costs or operational challenges with large datasets.
  • You prioritize persistence over speed; while Redis offers persistence options, its primary design is for real-time access and not robust disk-based backup solutions like traditional SQL databases.
  • Your application workload does not benefit from the fast read/write capabilities and rich data structure support offered by Redis, possibly implying that a less specialized database would suffice.
GitHubDetails

Explore

NeumAI trust report →redis trust report →Data & Retrieval category →Vector Databases category →All comparisonsStack workflowsTrending tools

Sources

Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.

GitHub stars on cards: NeumAI 867 · redis 76k (synced Aug 21, 2026).

Common questions

What is the difference between NeumAI and redis?
NeumAI: Framework to manage creation and synchronization of vector embeddings at large scale. redis: Redis is a preferred cache, data structure server, and document & vector query engine for real-time applications.. See the comparison table for live GitHub stats and shared categories.
When should I choose NeumAI over redis?
Choose NeumAI over redis when NeumAI is primarily Python; redis is C; License: NeumAI is Apache-2.0, redis is Other; Pricing: Offers an open-source model under the Apache-2.0 license, potentially featuring a free-tier with premium/support options.; Requirements: Requires Python and compatibility with infrastructure that supports its backend architecture.; Contact their team at founders@tryneum.com for self-hosting.; Tags unique to NeumAI: ai, data-engineering, embeddings, etl; When you require robust and scalable infrastructure specifically designed for creating and synchronizing vector embeddings at scale.
When should I choose redis over NeumAI?
Choose redis over NeumAI when redis is primarily C; NeumAI is Python; License: redis is Other, NeumAI is Apache-2.0; Tags unique to redis: cache, caching, in-memory, json; You need high-speed access to frequently used data due to Redis's in-memory nature.
When should I avoid NeumAI?
When your project requires customization beyond what the provided architecture allows, without the support expected from commercial offerings or competitive open-source frameworks. If your needs are simpler and don't demand large-scale operations, NeumAI’s capabilities focused on handling vast vector sets may be excessive for smaller projects.
When should I avoid redis?
Your project has limited memory resources since Redis relies on in-memory storage, which could lead to high costs or operational challenges with large datasets. You prioritize persistence over speed; while Redis offers persistence options, its primary design is for real-time access and not robust disk-based backup solutions like traditional SQL databases. Your application workload does not benefit from the fast read/write capabilities and rich data structure support offered by Redis, possibly implying that a less specialized database would suffice.
Is NeumAI or redis more popular on GitHub?
redis has more GitHub stars (75,627 vs 867). Stars measure visibility, not whether either tool fits your constraints.
Are NeumAI and redis open source?
Yes - both are open-source projects on GitHub (NeumAI: Apache-2.0, redis: Other).
Where can I find alternatives to NeumAI or redis?
GraphCanon lists graph-backed alternatives at NeumAI alternatives and redis alternatives (NeumAI markdown twin, redis markdown twin), ranked by typed relationship edges rather than popularity votes.
Is there a machine-readable version of this comparison?
Yes. The markdown twin at this comparison mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.
Which is better maintained, NeumAI or redis?
NeumAI: Dormant. redis: Very active. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance.
Where are the full trust reports for NeumAI and redis?
GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: NeumAI trust report; redis trust report.

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