Comparison
azure-search-vector-samples vs cuvs
Verdict
Pick azure-search-vector-samples if azure-search-vector-samples offers Jupyter Notebook examples for implementing vector search with Azure AI Search services; pick cuvs if cuVS is a CUDA-based library for efficient GPU-accelerated vector search and clustering.
Markdown twin · azure-search-vector-samples alternatives · cuvs alternatives
GraphCanon updated 4w
vs
Trust & integrity
| Signal | azure-search-vector-samples | cuvs |
|---|---|---|
| Maintenance | Very active (0d since push) As of 4w · github_public_v1 | Very active (0d since push) As of 4w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 4w · 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 |
Tagline
- azure-search-vector-samples
- Code samples for vector search capabilities in Azure AI Search
- cuvs
- A library for vector search and clustering on the GPU
Stars
- azure-search-vector-samples
- 910
- cuvs
- 821
Forks
- azure-search-vector-samples
- 378
- cuvs
- 214
Open issues
- azure-search-vector-samples
- 60
- cuvs
- 645
Language
- azure-search-vector-samples
- Jupyter Notebook
- cuvs
- Cuda
Adopt for
- azure-search-vector-samples
- azure-search-vector-samples offers Jupyter Notebook examples for implementing vector search with Azure AI Search services
- cuvs
- cuVS is a CUDA-based library for efficient GPU-accelerated vector search and clustering.
Persona
- azure-search-vector-samples
- -
- cuvs
- -
Runtime
- azure-search-vector-samples
- -
- cuvs
- -
License
- azure-search-vector-samples
- MIT
- cuvs
- Apache-2.0
Last pushed
- azure-search-vector-samples
- Jul 22, 2026
- cuvs
- Jul 23, 2026
Categories
- azure-search-vector-samples
- Vector Databases
- cuvs
- Vector Databases
Trust and health
Open issues (now)
- azure-search-vector-samples
- 60
- cuvs
- 645
Full report
- azure-search-vector-samples
- Trust report
- cuvs
- Trust report
Choose azure-search-vector-samples if…
- azure-search-vector-samples is primarily Jupyter Notebook; cuvs is Cuda.
- License: azure-search-vector-samples is MIT, cuvs is Apache-2.0.
- Tags unique to azure-search-vector-samples: azure, azurecognitivesearch, embeddings.
- When developing applications that require advanced semantic search functionalities on unstructured data within the Microsoft ecosystem, as it integrates seamlessly with Azure resources
When NOT to use azure-search-vector-samples
- When working in non-Microsoft cloud environments due to its tight integration with Azure services
- For users who require real-time processing capabilities, as Azure AI Search might not be optimized for low-latency queries compared to specialized vector databases
Choose cuvs if…
- cuvs is primarily Cuda; azure-search-vector-samples is Jupyter Notebook.
- License: cuvs is Apache-2.0, azure-search-vector-samples is MIT.
- Tags unique to cuvs: anns, clustering, cuda, gpu.
- cuvs ships Docker support for self-hosted deployment.
- - When you need high-performance vector operations leveraging the parallel processing power of GPUs, specifically with CUDA.
When NOT to use cuvs
- - For environments where GPU resources are limited or unavailable because cuVS heavily relies on CUDA's capabilities for performance gains.
- - When you prioritize portability across different hardware, as cuVS being tied to CUDA means it may not be optimal on non-NVIDIA GPUs or CPU-only systems.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (Azure/azure-search-vector-samples) · observed Jul 23, 2026
- GitHub forks (Azure/azure-search-vector-samples) · observed Jul 23, 2026
- Last push (Azure/azure-search-vector-samples) · observed Jul 22, 2026
- License file (MIT) · observed Jul 23, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (NVIDIA/cuvs) · observed Jul 23, 2026
- GitHub forks (NVIDIA/cuvs) · observed Jul 23, 2026
- Last push (NVIDIA/cuvs) · observed Jul 23, 2026
- License file (Apache-2.0) · observed Jul 23, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: azure-search-vector-samples 910 · cuvs 821 (synced Jul 23, 2026).
Common questions
- What is the difference between azure-search-vector-samples and cuvs?
- azure-search-vector-samples: Code samples for vector search capabilities in Azure AI Search. cuvs: A library for vector search and clustering on the GPU. See the comparison table for live GitHub stats and shared categories.
- When should I choose azure-search-vector-samples over cuvs?
- Choose azure-search-vector-samples over cuvs when azure-search-vector-samples is primarily Jupyter Notebook; cuvs is Cuda; License: azure-search-vector-samples is MIT, cuvs is Apache-2.0; Tags unique to azure-search-vector-samples: azure, azurecognitivesearch, embeddings; When developing applications that require advanced semantic search functionalities on unstructured data within the Microsoft ecosystem, as it integrates seamlessly with Azure resources.
- When should I choose cuvs over azure-search-vector-samples?
- Choose cuvs over azure-search-vector-samples when cuvs is primarily Cuda; azure-search-vector-samples is Jupyter Notebook; License: cuvs is Apache-2.0, azure-search-vector-samples is MIT; Tags unique to cuvs: anns, clustering, cuda, gpu; cuvs ships Docker support for self-hosted deployment; - When you need high-performance vector operations leveraging the parallel processing power of GPUs, specifically with CUDA.
- When should I avoid azure-search-vector-samples?
- When working in non-Microsoft cloud environments due to its tight integration with Azure services For users who require real-time processing capabilities, as Azure AI Search might not be optimized for low-latency queries compared to specialized vector databases
- When should I avoid cuvs?
- - For environments where GPU resources are limited or unavailable because cuVS heavily relies on CUDA's capabilities for performance gains. - When you prioritize portability across different hardware, as cuVS being tied to CUDA means it may not be optimal on non-NVIDIA GPUs or CPU-only systems.
- Is azure-search-vector-samples or cuvs more popular on GitHub?
- azure-search-vector-samples has more GitHub stars (910 vs 821). Stars measure visibility, not whether either tool fits your constraints.
- Are azure-search-vector-samples and cuvs open source?
- Yes - both are open-source projects on GitHub (azure-search-vector-samples: MIT, cuvs: Apache-2.0).
- Where can I find alternatives to azure-search-vector-samples or cuvs?
- GraphCanon lists graph-backed alternatives at azure-search-vector-samples alternatives and cuvs alternatives (azure-search-vector-samples markdown twin, cuvs 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, azure-search-vector-samples or cuvs?
- azure-search-vector-samples: Very active. cuvs: 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 azure-search-vector-samples and cuvs?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: azure-search-vector-samples trust report; cuvs trust report.