Jina Embeddings V5 Text Small
Jina Embeddings v5 Text Small is an open-weight text embedding model for converting text into vector representations. Developers can use it for semantic search, retrieval-augmented generation, clustering, and similarity matching through local deployment or hosted inference.
Overview
7 featuresJina Embeddings V5 Text Small is an Embeddings & retrieval project. It focuses on generating text embeddings for semantic search, retrieval, and similarity applications. It is built as an open-source project for machine learning engineers and developers. Jina Embeddings V5 Text Small is open source under the BSD-3-Clause license. Jina Embeddings V5 Text Small is available on the web, API, and the command line, and it can be self-hosted.
It is developed by Jina AI (Germany), and it first shipped in 2022. Development happens publicly on GitHub with 24.8k stars and 61 commits in the last 90 days. PulseGate's similarity index places it among 5 comparable projects. Key capabilities include text embeddings, semantic search, and vector retrieval. It exposes integrations via a public API.
Summary written by a language model from the project’s public pages.
- Text embeddings
- Semantic search
- Vector retrieval
- Similarity matching
- Multilingual text
- Local inference
- Hosted inference
Built with & integrations
- AWS
- x-amz-cf-id header · x-amz-cf-pop header · via header
- local_oss
- bvllm in the HTML
Trust & compliance
Indexing history
1What PulseGate has recorded for this listing
- Indexed26 Aug · 13:16 UTCjinaai/jina-embeddings-v5-text-small verified against its public sourceSource: PulseGate · Open
Frequently asked questions about Jina Embeddings V5 Text Small
- What does Jina Embeddings V5 Text Small do?
- Jina Embeddings V5 Text Small focuses on generating text embeddings for semantic search, retrieval, and similarity applications. It is catalogued under Embeddings & retrieval on PulseGate.
- Who should use Jina Embeddings V5 Text Small?
- Jina Embeddings V5 Text Small is an open-source project built for machine learning engineers and developers.
- Does Jina Embeddings V5 Text Small have a free plan?
- Yes — Jina Embeddings V5 Text Small is open source under the BSD-3-Clause license and free to use.
- What platforms does Jina Embeddings V5 Text Small run on?
- Jina Embeddings V5 Text Small runs on the web, API, and the command line. It can also be self-hosted.
- Is Jina Embeddings V5 Text Small still active?
- The GitHub repository shows 61 commits in the last 90 days.
- What projects are similar to Jina Embeddings V5 Text Small?
- Similar projects tracked by PulseGate include Jina Embeddings V5 Text Nano, Jina Embeddings V5 Text Nano Retrieval, and Jina Embeddings V2 Small En.Jina Embeddings V5 Text NanoJina Embeddings V5 Text Nano RetrievalJina Embeddings V2 Small En
- Who develops Jina Embeddings V5 Text Small?
- Jina Embeddings V5 Text Small is developed by Jina AI, based in Germany.
- How long has Jina Embeddings V5 Text Small been around?
- Jina Embeddings V5 Text Small first shipped in 2022.
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