--- title: "azure-search-vector-samples vs caffe" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/azure-azure-search-vector-samples-vs-bvlc-caffe" tools: ["azure-azure-search-vector-samples", "bvlc-caffe"] --- # azure-search-vector-samples vs caffe *GraphCanon updated Jul 11, 2026* ## Verdict Pick azure-search-vector-samples when azure-search-vector-samples is primarily Jupyter Notebook; caffe is C++; pick caffe when caffe is primarily C++; azure-search-vector-samples is Jupyter Notebook. [azure-search-vector-samples](https://azure.microsoft.com/products/search) reports 909 GitHub stars, 378 forks, and 77 open issues, last pushed Feb 25, 2026. [caffe](http://caffe.berkeleyvision.org/) has 35k stars, 18k forks, and 1.2k open issues, last pushed Jul 31, 2024. Figures are from public GitHub metadata via [azure-search-vector-samples's repository](https://github.com/Azure/azure-search-vector-samples) and [caffe's repository](https://github.com/BVLC/caffe). | | [azure-search-vector-samples](/tools/azure-azure-search-vector-samples.md) | [caffe](/tools/bvlc-caffe.md) | | --- | --- | --- | | Tagline | A repository of code samples for Vector search capabilities in Azure AI Search. | Caffe: a fast open framework for deep learning. | | Stars | 909 | 34,574 | | Forks | 378 | 18,458 | | Open issues | 77 | 1,209 | | Language | Jupyter Notebook | C++ | | Adopt for | - | - | | Persona | - | - | | Runtime | - | - | | License | MIT | Other | | Categories | Vector Databases | Computer Vision, Vector Databases | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [azure-search-vector-samples](/tools/azure-azure-search-vector-samples.md) | [caffe](/tools/bvlc-caffe.md) | | --- | --- | --- | | Maintenance | Slowing (36%) | Dormant (18%) | | Days since push | 135d | 710d | | Open issues (now) | 77 | 1.2k | | Full report | [trust report](/tools/azure-azure-search-vector-samples/trust.md) | [trust report](/tools/bvlc-caffe/trust.md) | ## Choose when ### Choose azure-search-vector-samples if… - azure-search-vector-samples is primarily Jupyter Notebook; caffe is C++. - License: azure-search-vector-samples is MIT, caffe is Other. - Tags unique to azure-search-vector-samples: azure, azurecognitivesearch, embeddings, jupyter notebook. ### Choose caffe if… - caffe is primarily C++; azure-search-vector-samples is Jupyter Notebook. - License: caffe is Other, azure-search-vector-samples is MIT. - Tags unique to caffe: c++, deep-learning, machine-learning, vision. - Also covers Computer Vision. ## When NOT to use azure-search-vector-samples - Last GitHub push was 136 days ago (slowing maintenance, Feb 25, 2026). Validate activity before betting a new project on azure-search-vector-samples. - Vector Databases: Don't reach for a dedicated vector DB under ~100k vectors; pgvector on your existing Postgres is simpler to operate. ## When NOT to use caffe - Last GitHub push was 710 days ago (dormant maintenance, Jul 31, 2024). Validate activity before betting a new project on caffe. - Vector Databases: Don't reach for a dedicated vector DB under ~100k vectors; pgvector on your existing Postgres is simpler to operate. ## Common questions ### What is the difference between azure-search-vector-samples and caffe? azure-search-vector-samples: A repository of code samples for Vector search capabilities in Azure AI Search.. caffe: Caffe: a fast open framework for deep learning.. See the comparison table for live GitHub stats and shared categories. ### When should I choose azure-search-vector-samples over caffe? Choose azure-search-vector-samples over caffe when azure-search-vector-samples is primarily Jupyter Notebook; caffe is C++; License: azure-search-vector-samples is MIT, caffe is Other; Tags unique to azure-search-vector-samples: azure, azurecognitivesearch, embeddings, jupyter notebook. ### When should I choose caffe over azure-search-vector-samples? Choose caffe over azure-search-vector-samples when caffe is primarily C++; azure-search-vector-samples is Jupyter Notebook; License: caffe is Other, azure-search-vector-samples is MIT; Tags unique to caffe: c++, deep-learning, machine-learning, vision; Also covers Computer Vision. ### When should I avoid azure-search-vector-samples? Last GitHub push was 136 days ago (slowing maintenance, Feb 25, 2026). Validate activity before betting a new project on azure-search-vector-samples. Vector Databases: Don't reach for a dedicated vector DB under ~100k vectors; pgvector on your existing Postgres is simpler to operate. ### When should I avoid caffe? Last GitHub push was 710 days ago (dormant maintenance, Jul 31, 2024). Validate activity before betting a new project on caffe. Vector Databases: Don't reach for a dedicated vector DB under ~100k vectors; pgvector on your existing Postgres is simpler to operate. ### Is azure-search-vector-samples or caffe more popular on GitHub? caffe has more GitHub stars (34,574 vs 909). Stars measure visibility, not whether either tool fits your constraints. ### Are azure-search-vector-samples and caffe open source? Yes - both are open-source projects on GitHub (azure-search-vector-samples: MIT, caffe: Other). ### Where can I find alternatives to azure-search-vector-samples or caffe? GraphCanon lists graph-backed alternatives at [azure-search-vector-samples alternatives](/tools/azure-azure-search-vector-samples/alternatives) and [caffe alternatives](/tools/bvlc-caffe/alternatives) ([azure-search-vector-samples markdown twin](/tools/azure-azure-search-vector-samples/alternatives.md), [caffe markdown twin](/tools/bvlc-caffe/alternatives.md)), 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](/compare/azure-azure-search-vector-samples-vs-bvlc-caffe.md) 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 caffe? azure-search-vector-samples: Slowing. caffe: Dormant. 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 caffe? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [azure-search-vector-samples trust report](/tools/azure-azure-search-vector-samples/trust); [caffe trust report](/tools/bvlc-caffe/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=azure-azure-search-vector-samples`](/api/graphcanon/graph?tool=azure-azure-search-vector-samples) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_