2026-07-27 · Reranking
jina-reranker-v3.5
Jointly ranks candidate documents with hybrid attention for multilingual and structured retrieval.
Search foundation models
Explore 29 Jina models for retrieval, reranking, and data ingestion. Compare capabilities and review the original model cards.
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2026-07-27 · Reranking
Jointly ranks candidate documents with hybrid attention for multilingual and structured retrieval.
2026-05-07 · Embeddings
Encodes text, images, audio, video, and PDF content into a shared vector space.
2026-05-07 · Embeddings
A smaller multimodal encoder for retrieval across several input types.
2026-02-18 · Embeddings
Multilingual text vectors with task settings for retrieval, clustering, and classification.
2026-02-18 · Embeddings
A lightweight multilingual text encoder for retrieval with tighter latency and resource budgets.
2025-12-04 · Data ingestion / VLM
A multilingual image-and-text model for visual questions and document analysis.
2025-10-01 · Reranking
Reranks a query and its candidate documents together within one context window.
2025-09-01 · Embeddings
A larger code encoder covering code retrieval and matching code with documentation.
2025-09-01 · Embeddings
A compact encoder for finding code from natural language, technical questions, and related code.
2025-06-24 · Embeddings
Offers single-vector and multi-vector outputs for multilingual text, image, and PDF retrieval.
2025-04-08 · Reranking
Scores text and image documents on a common relevance scale with multilingual queries.
2025-01-16 · Data ingestion / VLM
Converts HTML into Markdown or JSON for document ingestion and retrieval context.
2024-11-05 · Embeddings
Maps multilingual text and images into unified representations for cross-modal similarity search.
2024-09-18 · Embeddings
Multilingual text embeddings with task adaptation and contextual chunking support.
2024-08-31 · Embeddings
Multilingual token-level vectors for late-interaction retrieval and candidate reranking.
2024-08-11 · Data ingestion / VLM
An earlier long-context model for cleaning HTML, preceding ReaderLM-v2.
2024-08-11 · Data ingestion / VLM
A compact HTML-to-Markdown model for evaluating local web-content cleanup.
2024-06-25 · Reranking
A multilingual cross-encoder for ranking document, code, and tool candidates.
2024-06-05 · Embeddings
Shares a vector space between English text and images for multimodal retrieval baselines.
2024-04-18 · Reranking
A streamlined English reranker balancing inference speed and relevance scoring.
2024-04-18 · Reranking
A small English reranker for candidate-ranking experiments with limited resources.
2024-02-29 · Reranking
A first-generation English reranker suitable as a search-relevance baseline.
2024-02-17 · Embeddings
An English token-level retriever using multiple vectors and late interaction.
2024-02-14 · Embeddings
A Spanish-English encoder supporting longer text inputs for bilingual retrieval.
2024-02-05 · Embeddings
An earlier code encoder for finding snippets and matching documentation strings.
2024-01-15 · Embeddings
A German-English encoder for document similarity and bilingual retrieval.
2024-01-09 · Embeddings
A Chinese-English encoder for bilingual and cross-language text retrieval.
2023-10-28 · Embeddings
A second-generation long-context English encoder for text-retrieval baselines.
2023-06-17 · Embeddings
A first-generation English encoder for reproducing early semantic-search baselines.