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Embeddings, rerankers, web reader, deepsearch, small language models. Search AI for multilingual and multimodal data.

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Jina AI launches open-source 8k text embedding

2023563 points201 comments AI & Machine Learning details

Jina AI introduces jina-embeddings-v2, the world's first open-source model boasting an 8K context length. Matching the prowess of OpenAI's proprietary models, this innovation is now publicly accessible on Huggingface, signaling a significant milestone in the landscape of text embeddings.

Reader-LM: Small Language Models for Cleaning and Converting HTML to Markdown

2024199 points43 comments AI & Machine Learning details

Reader-LM-0.5B and Reader-LM-1.5B are two novel small language models inspired by Jina Reader, designed to convert raw, noisy HTML from the open web into clean markdown.