Comparison
weaviate vs attu
Verdict
Pick weaviate if weaviate is an open-source vector database with strong support for hybrid searches and scalable cloud-native deployments; pick attu if simplify Milvus interactions with this specialized GUI.
Markdown twin · weaviate alternatives · attu alternatives
GraphCanon updated 2w
Trust & integrity
| Signal | weaviate | attu |
|---|---|---|
| Maintenance | Very active (1d since push) As of 2w · github_public_v1 | Steady (40d since push) As of 4w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 2w · github_public_v1 | Not a fork · Organization account As of 4w · github_public_v1 |
| OSV dependency advisories | Published findings 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 |
Tagline
- weaviate
- Open-source vector database for storing objects and vectors with structured filtering
- attu
- The Best GUI for Milvus
Stars
- weaviate
- 17k
- attu
- 3.0k
Forks
- weaviate
- 1.4k
- attu
- 219
Open issues
- weaviate
- 620
- attu
- 91
Language
- weaviate
- Go
- attu
- Shell
Adopt for
- weaviate
- Weaviate is an open-source vector database with strong support for hybrid searches and scalable cloud-native deployments.
- attu
- Simplify Milvus interactions with this specialized GUI.
Persona
- weaviate
- -
- attu
- -
Runtime
- weaviate
- -
- attu
- -
License
- weaviate
- BSD-3-Clause
- attu
- Other
Last pushed
- weaviate
- Aug 1, 2026
- attu
- Jun 11, 2026
Categories
- weaviate
- Data & Retrieval, Vector Databases
- attu
- Vector Databases
Trust and health
Maintenance
- weaviate
- Very active (96%)
- attu
- Steady (60%)
Days since push
- weaviate
- 1d
- attu
- 40d
Open issues (now)
- weaviate
- 620
- attu
- 91
OSV dependency advisories
- weaviate
- Published findings
- attu
- No lockfile (source not queried)
Full report
- weaviate
- Trust report
- attu
- Trust report
Typed relationship
weaviate alternative attuWeaviate is another vector database, like Milvus that Attu supports, used for managing and querying vector data, making it an alternative in terms of the problems they solve.
Choose weaviate if…
- weaviate is primarily Go; attu is Shell.
- License: weaviate is BSD-3-Clause, attu is Other.
- Requirements: Requires Docker; Deployment on Docker requires a Docker environment.; For cloud deployments, compatible environments such as AWS, GCP require associated accounts and configurations..
- Weaviate is another vector database, like Milvus that Attu supports, used for managing and querying vector data, making it an alternative in terms of the problems they solve.
- Tags unique to weaviate: approximate-nearest-neighbor-search, grpc, hybrid-search, information-retrieval.
- Also covers Data & Retrieval.
- weaviate ships Docker support for self-hosted deployment.
- When you need to integrate both vector search capabilities and traditional SQL-like structured queries into your application.
When NOT to use weaviate
- If your project requires a proprietary license; Weaviate's open-source nature may not align with restrictive licensing needs.
- When you need immediate access to specific vector embedding models that are not natively supported by Weaviate, without the flexibility of integrating additional models via Docker or Kubernetes.
Choose attu if…
- attu is primarily Shell; weaviate is Go.
- License: attu is Other, weaviate is BSD-3-Clause.
- Weaviate is another vector database, like Milvus that Attu supports, used for managing and querying vector data, making it an alternative in terms of the problems they solve.
- Tags unique to attu: attu, milvus.
- Need a dedicated interface for Milvus vector database operations
When NOT to use attu
- Requiring multi-database support beyond Milvus
- Looking for command-line tools instead of GUI solutions
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (weaviate/weaviate) · observed Aug 2, 2026
- GitHub forks (weaviate/weaviate) · observed Aug 2, 2026
- Last push (weaviate/weaviate) · observed Aug 1, 2026
- License file (BSD-3-Clause) · observed Aug 2, 2026
- Decision facts (enrichment) · observed Jul 15, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (zilliztech/attu) · observed Jul 21, 2026
- GitHub forks (zilliztech/attu) · observed Jul 21, 2026
- Last push (zilliztech/attu) · observed Jun 11, 2026
- License file (Other) · observed Jul 21, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: weaviate 17k · attu 3.0k (synced Aug 2, 2026).
Common questions
- What is the difference between weaviate and attu?
- weaviate: Open-source vector database for storing objects and vectors with structured filtering. attu: The Best GUI for Milvus. See the comparison table for live GitHub stats and shared categories.
- When should I choose weaviate over attu?
- Choose weaviate over attu when weaviate is primarily Go; attu is Shell; License: weaviate is BSD-3-Clause, attu is Other; Requirements: Requires Docker; Deployment on Docker requires a Docker environment.; For cloud deployments, compatible environments such as AWS, GCP require associated accounts and configurations.; Weaviate is another vector database, like Milvus that Attu supports, used for managing and querying vector data, making it an alternative in terms of the problems they solve; Tags unique to weaviate: approximate-nearest-neighbor-search, grpc, hybrid-search, information-retrieval; Also covers Data & Retrieval; weaviate ships Docker support for self-hosted deployment; When you need to integrate both vector search capabilities and traditional SQL-like structured queries into your application.
- When should I choose attu over weaviate?
- Choose attu over weaviate when attu is primarily Shell; weaviate is Go; License: attu is Other, weaviate is BSD-3-Clause; Weaviate is another vector database, like Milvus that Attu supports, used for managing and querying vector data, making it an alternative in terms of the problems they solve; Tags unique to attu: attu, milvus; Need a dedicated interface for Milvus vector database operations.
- When should I avoid weaviate?
- If your project requires a proprietary license; Weaviate's open-source nature may not align with restrictive licensing needs. When you need immediate access to specific vector embedding models that are not natively supported by Weaviate, without the flexibility of integrating additional models via Docker or Kubernetes.
- When should I avoid attu?
- Requiring multi-database support beyond Milvus Looking for command-line tools instead of GUI solutions
- Is weaviate or attu more popular on GitHub?
- weaviate has more GitHub stars (16,681 vs 3,047). Stars measure visibility, not whether either tool fits your constraints.
- Are weaviate and attu open source?
- Yes - both are open-source projects on GitHub (weaviate: BSD-3-Clause, attu: Other).
- Where can I find alternatives to weaviate or attu?
- GraphCanon lists graph-backed alternatives at weaviate alternatives and attu alternatives (weaviate markdown twin, attu 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, weaviate or attu?
- weaviate: Very active. attu: Steady. 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 weaviate and attu?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: weaviate trust report; attu trust report.