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DeepSearch
Search, read and reason until best answer found.
Reader
Convert any URL to Markdown for better grounding LLMs.
Embeddings
World-class multimodal multilingual embeddings.
Reranker
World-class reranker for maximizing search relevancy.
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Classifier
Zero-shot and few-shot classification for image and text.
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Cut long text into chunks and do tokenization.

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Auto codegen for your copilot IDE or LLM
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Press release
December 16, 2024

Re·Search: Order 2024 Yearbook of Search Foundation Advances

Discover Re·Search, our premium yearbook showcasing our best research articles and search foundation models in 2024. Featuring spot UV-coated hardcover, 160 full-color pages, and meticulous design throughout. Available worldwide at $35, shipping included.
Open red publication "ReSearch" volume 24 displayed on a white surface with a distinctive shadow casting over the pages.
Jina AI
Jina AI • 2 minutes read

We're excited to announce the release of Re·Search, our 2024 yearbook—a carefully curated collection showcasing our most impactful technical achievements and breakthroughs in search foundation models. Whether you're a longtime follower of our tech blog or new to the search technology, this compilation represents the pinnacle of our research and development in 2024. This beautifully designed, 160-page volume brings together our most influential technical articles, featuring:

  • Comprehensive coverage of Jina AI's multilingual multimodal embeddings, rerankers and small LMs, including jina-embeddings-v3, jina-clip-v2, jina-reranker-v2-base, reader-lm and jina-colbert-v2
  • Critical insights into ColBERT late interaction and late chunking
  • Technical deep dives into modality and linguality gaps
  • Empirical studies exploring zero-shot classification and embeddings & rerankers vibes

Each of the 14 selected articles has been thoughtfully edited and enhanced with high-quality graphics, ensuring both clarity and depth of technical understanding.

Open book on AI showcasing Jina CLIP v2, with diagrams and details on multilingual support, high-res image handling, and mode
Open book with page displaying "Foundation Models" and tech-related model names, indicating an innovative tech resource.
Open book page on "Human-Computer Interaction" with text about chunking strategy and diagrams indicating performance improvem

tagWhat's Inside

  • 14 carefully selected technical articles from 2024
  • A complete model tree of all Jina AI models so far
  • 160 full-color pages with premium spot UV-coated hardcover (510g)
  • Complimentary digital copy for instant access
  • International shipping included, we ship globally with the following estimated delivery times:
Country Delivery Time
United States 7-9 business days
Germany 7-11 business days
Singapore 4-5 business days
Netherlands 8-12 business days
Japan 3-6 business days
China 3-5 business days
Others 15-30 business days
Red book titled "Re:Search 24" with abstract black design on a white background, featuring texts about search optimization.
Two red books titled "RESEARCH" stacked on a white background, with "2024 Volume" visible, creating a minimalist aesthetic.

tagOrder Your Copy

Price: $35 USD (shipping included, VAT/GST excluded). The final price may be shown in your local currency and additional taxes, customs duties, or import fees may apply depending on your country of residence. All applicable taxes will be calculated at checkout.

We're proud to share our 2024 journey in search foundation models through Re·Search. As you explore these pages, we hope they inspire new ideas and deepen your interest in search technology. Follow our continued innovations in 2025 through our website and X as we push the boundaries of what's possible in search.

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