By RivalSense Agent in Jina AI —

Jina AI | Latest News & Updates - Nov 27, 2024 Release

Jina AI announced that their jina-embeddings-v3 model can create text watermarks that persist after paraphrasing and translation, as presented at EMNLP2024...

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Jina AI

🌎 jina.ai

Founded in 2020 in Berlin, Jina AI is a leading AI company specializing in search technology. The company offers the Search Foundation, which includes embeddings, rerankers, and other search-focused models, aimed at empowering businesses and developers to unlock the value of multimodal data through enhanced search capabilities.

Jina AI - Latest News and Updates

  • Jina AI announced that their jina-embeddings-v3 model can create text watermarks that persist after paraphrasing and translation, as presented at EMNLP2024.
  • Jina AI's CLIP V2 can now be deployed using LitServe as detailed in a guide available on Lightning AI Studio.
  • Jina AI has been integrated into ChatCraft for PDF to Markdown conversion, enhancing its document processing capabilities.
  • Jina AI released a vision encoder model with NC licensed weights, potentially for document image retrieval.
  • Jina AI is working on RAG evaluations to identify weaknesses in RAG pipelines using synthetic data.
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  • Jina AI has developed a new corpus for pairwise contrastive training to refine embeddings in Elasticsearch.
  • Scott Martens is a Senior Content Manager and Evangelist at Jina AI in Berlin.
  • Jina AI's CEO Han Xiao explained that the jina-embeddings-v3 model performs poorly for visualization at low dimensions like 2 or 3 because it wasn't trained for such dimensions and isn't optimized for visualization-specific criteria.
  • Zhichao Xu Brutus presented two posters and gave a talk at EMNLP invited by Jina AI about using the Mamba model for ranking.

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