Update README.md

README.md

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-[![](https://github.com/jina-ai/.github/blob/main/profile/jina-ai-multimodal-stack.png?raw=true)](https://jina.ai) 
+## Jina AI: Embeddings, Rerankers and Small Language Models for Better Search
+[Homepage](https://jina.ai) | [Blog](https://jina.ai/news) | [Download Logo](https://jina.ai/logo-Jina-1024.zip) | [GitHub](https://github.com/jina-ai) | [Hugging Face](https://huggingface.co/jinaai) | [X/Twitter](https://x.com/jinaAI_) | [LinkedIn](https://www.linkedin.com/company/jinaai/) | [Discord](https://discord.jina.ai) | [Email](mailto:support@jina.ai) | [AWS](https://aws.amazon.com/marketplace/seller-profile?id=seller-stch2ludm6vgy) | [Azure](https://azuremarketplace.microsoft.com/en-US/marketplace/apps?page=1&search=jina) | [GCP](https://console.cloud.google.com/marketplace/browse?q=jina)
+
+
+### ReaderLMs
+
+- Jina Reader (2024-04-01) | [API](https://jina.ai/reader)
+- ReaderLM-v2 (2025-01-16) | [HF](https://huggingface.co/jinaai/ReaderLM-v2) | [ArXiv](https://arxiv.org/abs/2503.01151) | [API](https://jina.ai/api-dashboard/reader) | [Blog](https://jina.ai/news/readerlm-v2-frontier-small-language-model-for-html-to-markdown-and-json)
+- reader-lm-1.5b (2024-08-11) | [HF](https://huggingface.co/jinaai/reader-lm-1.5b) | [Blog](https://jina.ai/news/reader-lm-small-language-models-for-cleaning-and-converting-html-to-markdown)
+- reader-lm-0.5b (2024-08-11) | [HF](https://huggingface.co/jinaai/reader-lm-0.5b) | [Blog](https://jina.ai/news/reader-lm-small-language-models-for-cleaning-and-converting-html-to-markdown)
+
+### Embeddings
+
+- jina-embeddings-v4 (2025-06-24) | [HF](https://huggingface.co/jinaai/jina-embeddings-v4) | [ArXiv](https://arxiv.org/abs/2506.18902) | [API](https://jina.ai/?sui&model=jina-embeddings-v4) | [Blog](https://jina.ai/news/jina-embeddings-v4-universal-embeddings-for-multimodal-multilingual-retrieval)
+- jina-clip-v2 (2024-11-05) | [HF](https://huggingface.co/jinaai/jina-clip-v2) | [ArXiv](https://arxiv.org/abs/2412.08802) | [API](https://jina.ai/?sui&model=jina-clip-v2) | [Blog](https://jina.ai/news/jina-clip-v2-multilingual-multimodal-embeddings-for-text-and-images/)
+- jina-embeddings-v3 (2024-09-18) | [HF](https://huggingface.co/jinaai/jina-embeddings-v3) | [ArXiv](https://arxiv.org/abs/2409.10173) | [API](https://jina.ai/?sui&model=jina-embeddings-v3) | [Blog](https://jina.ai/news/jina-embeddings-v3-a-frontier-multilingual-embedding-model)
+- jina-colbert-v2 (2024-08-31) | [HF](https://huggingface.co/jinaai/jina-colbert-v2) | [ArXiv](https://arxiv.org/abs/2408.16672) | [API](https://jina.ai/?sui&model=jina-colbert-v2) | [Blog](https://jina.ai/news/jina-colbert-v2-multilingual-late-interaction-retriever-for-embedding-and-reranking)
+- jina-clip-v1 (2024-06-05) | [ArXiv](https://arxiv.org/abs/2405.20204) | [API](https://jina.ai/?sui&model=jina-clip-v1) | [Blog](https://jina.ai/news/jina-clip-v1-a-truly-multimodal-embeddings-model-for-text-and-image)
+- jina-colbert-v1-en (2024-02-17) | [API](https://jina.ai/?sui&model=jina-colbert-v1-en) | [Blog](https://jina.ai/news/what-is-colbert-and-late-interaction-and-why-they-matter-in-search/)
+- jina-embeddings-v2-base-es (2024-02-14) | [HF](https://huggingface.co/jinaai/jina-embeddings-v2-base-es) | [ArXiv](https://arxiv.org/abs/2310.19923) | [API](https://jina.ai/?sui&model=jina-embeddings-v2-base-es) | [Blog](https://jina.ai/news/aqui-se-habla-espanol-top-quality-spanish-english-embeddings-and-8k-context)
+- jina-embeddings-v2-base-code (2024-02-05) | [API](https://jina.ai/?sui&model=jina-embeddings-v2-base-code) | [Blog](https://jina.ai/news/elevate-your-code-search-with-new-jina-code-embeddings)
+- jina-embeddings-v2-base-de (2024-01-15) | [HF](https://huggingface.co/jinaai/jina-embeddings-v2-base-de) | [ArXiv](https://arxiv.org/abs/2310.19923) | [API](https://jina.ai/?sui&model=jina-embeddings-v2-base-de) | [Blog](https://jina.ai/news/ich-bin-ein-berliner-german-english-bilingual-embeddings-with-8k-token-length)
+- jina-embeddings-v2-base-zh (2024-01-09) | [HF](https://huggingface.co/jinaai/jina-embeddings-v2-base-zh) | [ArXiv](https://arxiv.org/abs/2310.19923) | [API](https://jina.ai/?sui&model=jina-embeddings-v2-base-zh) | [Blog](https://jina.ai/news/8k-token-length-bilingual-embeddings-break-language-barriers-in-chinese-and-english)
+- jina-embeddings-v2-base-en (2023-10-28) | [HF](https://huggingface.co/jinaai/jina-embeddings-v2-base-en) | [ArXiv](https://arxiv.org/abs/2310.19923) | [API](https://jina.ai/?sui&model=jina-embeddings-v2-base-en) | [Blog](https://jina.ai/news/jina-ai-launches-worlds-first-open-source-8k-text-embedding-rivaling-openai)
+- jina-embedding-b-en-v1 (2023-06-17) | [HF](https://huggingface.co/jinaai/jina-embedding-b-en-v1) | [API](https://jina.ai/?sui&model=jina-embedding-b-en-v1)
+
+### Rerankers
+
+- jina-reranker-m0 (2025-04-08) | [HF](https://huggingface.co/jinaai/jina-reranker-m0) | [API](https://jina.ai/?sui=reranker&model=jina-reranker-m0) | [Blog](https://jina.ai/news/jina-reranker-m0-multilingual-multimodal-document-reranker)
+- jina-reranker-v2-base-multilingual (2024-06-25) | [HF](https://huggingface.co/jinaai/jina-reranker-v2-base-multilingual) | [API](https://jina.ai/?sui=reranker&model=jina-reranker-v2-base-multilingual) | [Blog](https://jina.ai/news/jina-reranker-v2-for-agentic-rag-ultra-fast-multilingual-function-calling-and-code-search)
+- jina-reranker-v1-turbo-en (2024-04-18) | [HF](https://huggingface.co/jinaai/jina-reranker-v1-turbo-en) | [API](https://jina.ai/?sui&model=jina-reranker-v1-turbo-en) | [Blog](https://jina.ai/news/smaller-faster-cheaper-jina-rerankers-turbo-and-tiny)
+- jina-reranker-v1-tiny-en (2024-04-18) | [HF](https://huggingface.co/jinaai/jina-reranker-v1-tiny-en) | [API](https://jina.ai/?sui&model=jina-reranker-v1-tiny-en) | [Blog](https://jina.ai/news/smaller-faster-cheaper-jina-rerankers-turbo-and-tiny)
+- jina-reranker-v1-base-en (2024-02-29) | [HF](https://huggingface.co/jina-ai/jina-reranker-v1-base-en) | [API](https://jina.ai/?sui&model=jina-reranker-v1-base-en) | [Blog](https://jina.ai/news/maximizing-search-relevancy-and-rag-accuracy-with-jina-reranker) | [AWS](https://aws.amazon.com/marketplace/pp/prodview-6dmufr42yb2hi)
+
+