Jina Embeddings
Jina Embeddings v4 is an open-weight multimodal embedding model for representing text and visual content as vectors. Developers can run it locally with Python tooling or access hosted inference for semantic search, retrieval-augmented generation, and related applications.
Overview
6 featuresJina Embeddings sits in PulseGate's Embeddings & retrieval category. It focuses on creating high-quality vector representations for semantic search, retrieval, and multimodal understanding. Jina Embeddings is an open-source project aimed at AI developers and machine learning engineers. The project is open source (Open Source). It ships for the command line and API, and it can be self-hosted.
Behind Jina Embeddings is Jina AI, and it first shipped in 2025. The project is developed in the open on GitHub with 38 stars. It operates in a well-populated space: PulseGate tracks 11 similar projects. Among its 6 catalogued features are text embeddings, image embeddings, and multimodal retrieval. It exposes integrations via a public API.
Summary written by a language model from the project’s public pages.
- Text embeddings
- Image embeddings
- Multimodal retrieval
- Semantic search
- Python support
- 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
- Indexed28 Aug · 16:29 UTCjinaai/jina-embeddings-v4 verified against its public sourceSource: PulseGate · Open
Frequently asked questions about Jina Embeddings
- What does Jina Embeddings do?
- Jina Embeddings focuses on creating high-quality vector representations for semantic search, retrieval, and multimodal understanding. It is catalogued under Embeddings & retrieval on PulseGate.
- Who is Jina Embeddings for?
- Jina Embeddings is an open-source project built for AI developers and machine learning engineers.
- Does Jina Embeddings have a free plan?
- Yes — Jina Embeddings is open source under the Open Source license and free to use.
- What platforms does Jina Embeddings run on?
- Jina Embeddings runs on the command line and API. It can also be self-hosted.
- Is Jina Embeddings still active?
- Unverified. Jina Embeddings has not been re-checked since it entered the index, so there is no finding either way — and only a positive finding would say otherwise.
- What projects are similar to Jina Embeddings?
- Similar projects tracked by PulseGate include Jina Embeddings, Jina Embeddings V4 Vllm Retrieval, and Jina Embeddings V2 Base En.Jina EmbeddingsJina Embeddings V4 Vllm RetrievalJina Embeddings V2 Base En
- Who makes Jina Embeddings?
- Jina Embeddings is developed by Jina AI.
- How long has Jina Embeddings been around?
- Jina Embeddings first shipped in 2025.
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