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<title>Text Embeddings Fail to Capture Word Order and How to Fix It</title>
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<title>Re·Search: Order 2024 Yearbook of Search Foundation Advances</title>
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<description>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.</description>
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<title>Scaling Test-Time Compute For Embedding Models</title>
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<description>Better results scale with compute—more on learning, more on search. A good pretrained model takes you far, but test-time compute takes you further. It's time to recognize this paradigm of test-time compute, even for embedding models.</description>
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<title>Still Need Chunking When Long-Context Models Can Do It All?</title>
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<title>Watermarking Text with Embedding Models to Protect Against Content Theft</title>
<link>https://jina.ai/news/watermarking-text-with-embedding-models-to-protect-against-content-theft/</link>
<pubDate>Wed, 27 Nov 2024 03:21:28 +0100</pubDate>
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<description>You use our embedding models to do what? This might be the most "out-of-domain" applications of embeddings we learned at EMNLP 2024.</description>
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<title>Jina CLIP v2: Multilingual Multimodal Embeddings for Text and Images</title>
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<title>Meta-Prompt for Better Jina API Integration and CodeGen</title>
<link>https://jina.ai/news/meta-prompt-for-better-jina-api-integration-and-codegen/</link>
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<description>Is Meta-Prompt the new norm for API specs? Feed it to LLMs and generate integration code that reliably integrates Jina's APIs, saving you from the usual trial-and-error process.</description>
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<title>Call for Participants: EMNLP 2024 BoF on Embeddings, Reranker & Small LMs for Better Search</title>
<link>https://jina.ai/news/call-for-participants-emnlp-2024-bof-on-embeddings-reranker-small-lms-for-better-search/</link>
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<title>Finding Optimal Breakpoints in Long Documents Using Small Language Models</title>
<link>https://jina.ai/news/finding-optimal-breakpoints-in-long-documents-using-small-language-models/</link>
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<link>https://jina.ai/news/jina-classifier-for-high-performance-zero-shot-and-few-shot-classification/</link>
<pubDate>Tue, 22 Oct 2024 10:57:15 +0200</pubDate>
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<title>What Late Chunking Really Is & What It’s Not: Part II</title>
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<description>Part 2 of our exploration of Late Chunking, a deep dive into why it is the best method for chunk embeddings and improving search/RAG performance.</description>
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<title>Migration From Jina Embeddings v2 to v3</title>
<link>https://jina.ai/news/migration-from-jina-embeddings-v2-to-v3/</link>
<pubDate>Fri, 27 Sep 2024 17:32:59 +0200</pubDate>
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<description>We collected some tips to help you migrate from Jina Embeddings v2 to v3.</description>
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<title>Jina Embeddings v3: A Frontier Multilingual Embedding Model</title>
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<description>jina-embeddings-v3 is a frontier multilingual text embedding model with 570M parameters and 8192 token-length, outperforming the latest proprietary embeddings from OpenAI and Cohere on MTEB.</description>
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<title>Reader-LM: Small Language Models for Cleaning and Converting HTML to Markdown</title>
<link>https://jina.ai/news/reader-lm-small-language-models-for-cleaning-and-converting-html-to-markdown/</link>
<pubDate>Wed, 11 Sep 2024 12:25:03 +0200</pubDate>
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<description>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.</description>
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<title>Jina ColBERT v2: Multilingual Late Interaction Retriever for Embedding and Reranking</title>
<link>https://jina.ai/news/jina-colbert-v2-multilingual-late-interaction-retriever-for-embedding-and-reranking/</link>
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<description>Jina ColBERT v2 supports 89 languages with superior retrieval performance, user-controlled output dimensions, and 8192 token-length. </description>
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<title>The What and Why of Text-Image Modality Gap in CLIP Models</title>
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<pubDate>Mon, 26 Aug 2024 15:56:36 +0200</pubDate>
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<description>You can't just use a CLIP model to retrieve text and images and sort the results by score. Why? Because of the modality gap. What is it, and where does it come from?</description>
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<title>Late Chunking in Long-Context Embedding Models</title>
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<description>Chunking long documents while preserving contextual information is challenging. We introduce the "Late Chunking" that leverages long-context embedding models to generate contextual chunk embeddings for better retrieval applications.</description>
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<title>By Hoovering Up the Web, AI Is Poisoning Itself</title>
<link>https://jina.ai/news/by-hoovering-up-the-web-ai-is-poisoning-itself/</link>
<pubDate>Wed, 14 Aug 2024 22:44:46 +0200</pubDate>
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<description>What does it mean for LLMs when the web has been strip-mined clean, content providers have locked their doors, and there’s barely a trickle of new data to scrape? </description>
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<title>What We Learned at ICML2024 ft. PLaG, XRM, tinyBenchmark, MagicLens, Prompt Sketching etc.</title>
<link>https://jina.ai/news/what-we-learned-at-icml2024-ft-plag-xrm-tinybenchmark-magiclens-prompt-sketching-etc/</link>
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<description>We had a blast at ICML 2024 in Vienna, and we want to share with you everything we said, saw, and learned.</description>
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<title>Rephrased Labels Improve Zero-Shot Text Classification by 30%</title>
<link>https://jina.ai/news/rephrased-labels-improve-zero-shot-text-classification-30/</link>
<pubDate>Wed, 31 Jul 2024 23:46:52 +0200</pubDate>
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<description>When using embedding models for zero-shot classification, rephrasing the class label to "This is seriously about 'LABEL'" gives higher accuracy vs. using LABEL alone. But how, and why?</description>
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<title>Can Embedding/Reranker Models Compare Numbers?</title>
<link>https://jina.ai/news/can-embedding-reranker-models-compare-numbers/</link>
<pubDate>Thu, 25 Jul 2024 00:42:49 +0200</pubDate>
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<category><![CDATA[ Tech Blog ]]></category>
<description>A lot of LLMs can't figure out that 9.11 is actually smaller than 9.9. Can our embedding and reranker models do any better?</description>
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<title>Is Romance Generative AI's Killer App? We Hope Not</title>
<link>https://jina.ai/news/is-romance-generative-ai-s-killer-app-we-hope-not/</link>
<pubDate>Fri, 19 Jul 2024 15:17:04 +0200</pubDate>
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<category><![CDATA[ Insights ]]></category>
<description>Are AI boyfriends and girlfriends GenAI's killer app? AI romance is no Jane Austen novel, but "social chatbots" are one of the few generative AI businesses with a clear path to profit. Take an up-close and personal look with us.</description>
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<title>No. You Can't Use Reranker to Improve SEO</title>
<link>https://jina.ai/news/no-you-cant-use-reranker-to-improve-seo/</link>
<pubDate>Thu, 18 Jul 2024 21:50:52 +0200</pubDate>
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<category><![CDATA[ Tech Blog ]]></category>
<description>But if you work in SEO, it could be interesting to see things from the other side of the table; understand how embeddings and rerankers play their roles in modern search systems. </description>
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<title>Handcrafting Image Prompts Is Dead: Reverse Engineer Midjourney-style Images with PromptPerfect</title>
<link>https://jina.ai/news/handcrafting-image-prompts-is-dead-reverse-engineer-midjourney-style-images-with-promptperfect/</link>
<pubDate>Fri, 28 Jun 2024 16:00:16 +0200</pubDate>
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<category><![CDATA[ Tech Blog ]]></category>
<description>From Punk Einstein to Turbo Pigeons: Use PromptPerfect Interactive to reverse engineer prompts from pictures and generate Midjourney-style images with real-time feedback.</description>
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<title>Jina Reranker v2 for Agentic RAG: Ultra-Fast, Multilingual, Function-Calling & Code Search</title>
<link>https://jina.ai/news/jina-reranker-v2-for-agentic-rag-ultra-fast-multilingual-function-calling-and-code-search/</link>
<pubDate>Tue, 25 Jun 2024 14:15:37 +0200</pubDate>
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<category><![CDATA[ Press ]]></category>
<description>Jina Reranker v2 is the best-in-class reranker built for Agentic RAG. It features function-calling support, multilingual retrieval for over 100 languages, code search capabilities, and offers a 6x speedup over v1.</description>
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<title>AI Explainability Made Easy: How Late Interaction Makes Jina-ColBERT Transparent</title>
<link>https://jina.ai/news/ai-explainability-made-easy-how-late-interaction-makes-jina-colbert-transparent/</link>
<pubDate>Wed, 19 Jun 2024 16:01:36 +0200</pubDate>
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<category><![CDATA[ Tech Blog ]]></category>
<description>AI explainability and transparency are hot topics. How can we trust AI if we can't see how it works? Jina-ColBERT shows you how, with the right model architecture, you can easily make your AI spill its secrets.</description>
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<title>Jina CLIP v1: A Truly Multimodal Embeddings Model for Text and Image</title>
<link>https://jina.ai/news/jina-clip-v1-a-truly-multimodal-embeddings-model-for-text-and-image/</link>
<pubDate>Wed, 05 Jun 2024 11:42:02 +0200</pubDate>
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<category><![CDATA[ Press ]]></category>
<description>Jina AI's new multimodal embedding model not only outperforms OpenAI CLIP in text-image retrieval, it's a solid image embedding model and state-of-the-art text embedding model at the same time. You don't need different models for different modalities any more.</description>
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<title>Implementing a Chat History RAG with Jina AI and Milvus Lite</title>
<link>https://jina.ai/news/implementing-a-chat-history-rag-with-jina-ai-and-milvus-lite/</link>
<pubDate>Mon, 03 Jun 2024 16:09:33 +0200</pubDate>
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<category><![CDATA[ Tech Blog ]]></category>
<description>Enhance your search applications in Python with Jina Embeddings and Reranker and lightweight, easy-to-deploy Milvus Lite.
</description>
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<title>RAG is Dead, Again?</title>
<link>https://jina.ai/news/rag-is-dead-again/</link>
<pubDate>Fri, 24 May 2024 12:37:18 +0200</pubDate>
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<category><![CDATA[ Insights ]]></category>
<description>RAG is just one algorithmic pattern you can use. But if you make it *the* algorithm and idolize it, then you are living in a bubble you created, and the bubble will burst.</description>
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<title>Bypass Limitations with PromptPerfect: Generate the Images the Models Don’t Want You to See</title>
<link>https://jina.ai/news/bypass-limitations-with-promptperfect-generate-the-images-the-models-dont-want-you-to-see/</link>
<pubDate>Wed, 22 May 2024 16:00:56 +0200</pubDate>
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<category><![CDATA[ Tech Blog ]]></category>
<description>See how PromptPerfect overcomes restrictions and limitations of image generation models like Stable Diffusion XL and DALL-E 3.</description>
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<title>AIR-Bench: Better Metrics for Better Search Foundation</title>
<link>https://jina.ai/news/air-bench-better-metrics-for-better-search-foundation/</link>
<pubDate>Tue, 21 May 2024 16:26:11 +0200</pubDate>
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<description>AIR-Bench is a new approach to AI metrics that uses generative AI to make more realistic and flexible benchmarks. With AIR-Bench, you can create your own benchmarks for your own domain, and know that benchmarks data hasn't leaked into model training data.</description>
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<title>Binary Embeddings: All the AI, 3.125% of the Fat</title>
<link>https://jina.ai/news/binary-embeddings-all-the-ai-3125-of-the-fat/</link>
<pubDate>Wed, 15 May 2024 16:00:57 +0200</pubDate>
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<category><![CDATA[ Tech Blog ]]></category>
<description>32-bits is a lot of precision for something as robust and inexact as an AI model. So we got rid of 31 of them! Binary embeddings are smaller, faster and highly performant.</description>
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<title>Jina Reader for Search Grounding to Improve Factuality of LLMs</title>
<link>https://jina.ai/news/jina-reader-for-search-grounding-to-improve-factuality-of-llms/</link>
<pubDate>Tue, 14 May 2024 18:06:37 +0200</pubDate>
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<category><![CDATA[ Press ]]></category>
<description>Grounding is essential for GenAI apps. Our new https://s.jina.ai/ allows LLMs to access the latest knowledge from the web, enabling search grounding and making responses more trustworthy.</description>
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<title>Albus by Springworks: Empowering Employees with Enterprise Search</title>
<link>https://jina.ai/news/albus-by-springworks-empowering-employees-with-enterprise-search/</link>
<pubDate>Mon, 13 May 2024 11:00:14 +0200</pubDate>
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<category><![CDATA[ Tech Blog ]]></category>
<description>Learn how a leading HR-tech startup uses Jina AI’s models to talk with structured and unstructured data.</description>
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<title>What's Interesting in ICLR2024</title>
<link>https://jina.ai/news/whats-interesting-in-iclr2024/</link>
<pubDate>Fri, 10 May 2024 22:47:22 +0200</pubDate>
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<category><![CDATA[ Events ]]></category>
<description>With nearly 6000 in-person attendees, ICLR 2024 was easily the best and largest AI conference I've attended recently! Join me as I share my top picks—both the cherries and lemons—of prompt-related and model-related work from those top AI researchers.</description>
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<title>When AI Makes AI: Synthetic Data, Model Distillation, And Model Collapse</title>
<link>https://jina.ai/news/when-ai-makes-ai-synthetic-data-model-distillation-and-model-collapse/</link>
<pubDate>Tue, 07 May 2024 16:00:26 +0200</pubDate>
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<category><![CDATA[ Insights ]]></category>
<description>AI creating AI! Is it the end of the world? Or just another tool to make models do value-adding work? Let’s find out!</description>
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<title>Create Your Personalized Podcast With Jina Reader and PromptPerfect</title>
<link>https://jina.ai/news/create-your-personalized-podcast-with-jina-reader-and-promptperfect/</link>
<pubDate>Mon, 29 Apr 2024 18:00:33 +0200</pubDate>
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<category><![CDATA[ Tech Blog ]]></category>
<description>Use Jina Reader and PromptPerfect to generate your custom news podcast with RSS feeds, article extraction, LLMs, and Text-to-Speech.</description>
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<title>Jina Embeddings and Reranker on Azure: Scalable Business-Ready AI Solutions</title>
<link>https://jina.ai/news/jina-embeddings-and-reranker-on-azure-scalable-business-ready-ai-solutions/</link>
<pubDate>Mon, 29 Apr 2024 16:00:30 +0200</pubDate>
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<category><![CDATA[ Tech Blog ]]></category>
<description>Jina Embeddings and Rerankers are now available on Azure Marketplace. Enterprises that prioritize privacy and security can now easily integrate Jina AI's state-of-the-art models right in their existing Azure ecosystem.</description>
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<title>Having It Both Ways: Combining BM25 with AI Reranking</title>
<link>https://jina.ai/news/having-it-both-ways-combining-bm25-with-ai-reranking/</link>
<pubDate>Wed, 24 Apr 2024 15:38:08 +0200</pubDate>
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<category><![CDATA[ Tech Blog ]]></category>
<description>Learn how to integrate Jina Reranker with lexical search engines to take advantage of superior semantic understanding while avoiding the downsides of migrating to a fully-fledged vector search infrastructure.</description>
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<title>Smaller, Faster, Cheaper: Introducing Jina Rerankers Turbo and Tiny</title>
<link>https://jina.ai/news/smaller-faster-cheaper-jina-rerankers-turbo-and-tiny/</link>
<pubDate>Thu, 18 Apr 2024 16:00:26 +0200</pubDate>
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<category><![CDATA[ Press ]]></category>
<description>Jina AI announces new reranker models: Jina Rerankers Turbo (jina-reranker-v1-turbo-en) and Tiny (jina-reranker-v1-tiny-en), now available on AWS Sagemaker and Hugging Face, offering faster, memory-efficient, high-performance reranking.</description>
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<title>Improving Search Quality with Reranker API in MyScale</title>
<link>https://jina.ai/news/enhancing-search-results-with-jina-ais-reranker-api-in-myscale/</link>
<pubDate>Tue, 16 Apr 2024 16:19:47 +0200</pubDate>
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<category><![CDATA[ Knowledge Base ]]></category>
<description>With full integration of Jina Reranker, you can now bring Jina AI's state-of-the-art technology to SQL retrieval.</description>
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<title>Retrieve Jira Tickets with Jina Reranker and Haystack 2.0</title>
<link>https://jina.ai/news/retrieve-jira-tickets-with-jina-reranker-and-haystack-20/</link>
<pubDate>Wed, 10 Apr 2024 16:00:49 +0200</pubDate>
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<category><![CDATA[ Tech Blog ]]></category>
<description>Learn how to use Jina Reranker and Embeddings with Haystack to create your own Jira ticket search engine, streamlining your operations and never again waste time creating duplicate issues.</description>
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<title>DSPy: Not Your Average Prompt Engineering</title>
<link>https://jina.ai/news/dspy-not-your-average-prompt-engineering/</link>
<pubDate>Sat, 30 Mar 2024 06:22:42 +0100</pubDate>
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<category><![CDATA[ Tech Blog ]]></category>
<description>Heads up, Bay Area guys ditched their AVP already and buzz about DSPy now. Could DSPy be the new go-to framework for prompt engineering after LangChain and LlamaIndex?</description>
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<title>Elevating YouTube Scripts with PromptPerfect: AI Mastery for Video Content Creators</title>
<link>https://jina.ai/news/elevating-youtube-scripts-with-promptperfect-ai-mastery-for-video-content-creators/</link>
<pubDate>Tue, 26 Mar 2024 16:00:44 +0100</pubDate>
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<category><![CDATA[ Knowledge Base ]]></category>
<description>See how PromptPerfect Interactive is revolutionizing YouTube content creation with AI-powered storytelling. Elevate your videos and connect with audiences like never before.</description>
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<title>Next-Level Cloud AI: Jina Embeddings and Rerankers on Amazon SageMaker</title>
<link>https://jina.ai/news/next-level-cloud-ai-jina-embeddings-and-rerankers-on-amazon-sagemaker/</link>
<pubDate>Mon, 25 Mar 2024 16:00:51 +0100</pubDate>
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<category><![CDATA[ Tech Blog ]]></category>
<description>Learn to use Jina Embeddings and Reranking models in a full-stack AI application on AWS, using only components available in Amazon SageMaker and the AWS Marketplace.</description>
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<title>Click-Worthy Content with PromptPerfect: AI Marketing for Newsletters and Social Media</title>
<link>https://jina.ai/news/click-worthy-content-with-promptperfect-ai-marketing-for-newsletters-and-social-media/</link>
<pubDate>Wed, 20 Mar 2024 16:00:42 +0100</pubDate>
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<category><![CDATA[ Knowledge Base ]]></category>
<description>See how PromptPerfect can level up your LLM prompting and optimize your email and social media marketing campaigns.</description>
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<title>Get More with PromptPerfect: Improved Subscription Choices & Cutting-Edge Interactive Optimizer</title>
<link>https://jina.ai/news/get-more-with-promptperfect-improved-subscription-choices-cutting-edge-interactive-optimizer/</link>
<pubDate>Mon, 18 Mar 2024 16:00:23 +0100</pubDate>
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<category><![CDATA[ Releases ]]></category>
<description>More cost-effective monthly subscription models and brand new interactive optimizer in PromptPerfect's latest release.</description>
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<title>How to Build Article Recommendations with Jina Reranker API Only</title>
<link>https://jina.ai/news/how-to-build-article-recommendations-with-jina-reranker-api-only/</link>
<pubDate>Sun, 17 Mar 2024 06:38:36 +0100</pubDate>
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<category><![CDATA[ Tech Blog ]]></category>
<description>You can build an article recommendation system with just the Jina Reranker API—no pipeline, no embeddings, no vector search, only reranking. Find out how in 20 lines of code.</description>
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<title>Building RAG with Jina AI and SuperDuperDB</title>
<link>https://jina.ai/news/building-rag-with-jina-ai-and-superduperdb/</link>
<pubDate>Wed, 13 Mar 2024 16:00:44 +0100</pubDate>
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<category><![CDATA[ Knowledge Base ]]></category>
<description>Jina Embeddings v2 are now integrated directly into SuperDuperDB, letting you skip the complexity of AI operations in your data-driven applications.</description>
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<title>Precise RAG with Jina Reranker and LlamaIndex</title>
<link>https://jina.ai/news/precise-rag-with-jina-reranker-and-llamaindex/</link>
<pubDate>Thu, 07 Mar 2024 15:00:01 +0100</pubDate>
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<category><![CDATA[ Tech Blog ]]></category>
<description>Just Rerank It! Jina Reranker and LlamaIndex take your RAG up to the next level.</description>
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<title>Build a RAG system with Jina Embeddings and Qdrant</title>
<link>https://jina.ai/news/build-a-rag-system-with-jina-embeddings-and-qdrant/</link>
<pubDate>Mon, 04 Mar 2024 16:00:13 +0100</pubDate>
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<category><![CDATA[ Tech Blog ]]></category>
<description>Create a RAG system with Jina Embeddings v2, Qdrant vector database, LlamaIndex, and Mistral LLM.</description>
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<title>Maximizing Search Relevance and RAG Accuracy with Jina Reranker</title>
<link>https://jina.ai/news/maximizing-search-relevancy-and-rag-accuracy-with-jina-reranker/</link>
<pubDate>Thu, 29 Feb 2024 09:30:10 +0100</pubDate>
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<category><![CDATA[ Press ]]></category>
<description>Boost your search and RAG accuracy with Jina Reranker. Our new model improves the accuracy and relevance by 20% over simple vector search. Try it now for free!</description>
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<title>Revolutionizing Bilingual Text Embeddings with Multi-Task Contrastive Learning</title>
<link>https://jina.ai/news/revolutionizing-bilingual-text-embeddings-with-multi-task-contrastive-learning/</link>
<pubDate>Wed, 28 Feb 2024 16:00:41 +0100</pubDate>
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<category><![CDATA[ Press ]]></category>
<description>Our new paper explores how our Spanish-English and German-English models use multi-task contrastive learning and a sophisticated data pipeline to master language understanding and cross-lingual efficiency for texts up to 8192 tokens</description>
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<title>What is ColBERT and Late Interaction and Why They Matter in Search?</title>
<link>https://jina.ai/news/what-is-colbert-and-late-interaction-and-why-they-matter-in-search/</link>
<pubDate>Tue, 20 Feb 2024 02:19:04 +0100</pubDate>
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<category><![CDATA[ Tech Blog ]]></category>
<description>Jina AI's ColBERT on Hugging Face has set Twitter abuzz, bringing a fresh perspective to search with its 8192-token capability. This article unpacks the nuances of ColBERT and ColBERTv2, showcasing their innovative designs and why their late interaction feature is a game-changer for search.</description>
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<title>Aquí Se Habla Español: Top-Quality Spanish-English Embeddings and 8k Context</title>
<link>https://jina.ai/news/aqui-se-habla-espanol-top-quality-spanish-english-embeddings-and-8k-context/</link>
<pubDate>Wed, 14 Feb 2024 16:30:36 +0100</pubDate>
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<category><![CDATA[ Press ]]></category>
<description>Jina AI's new bilingual Spanish-English embedding model brings the state-of-the-art in AI to half a billion Spanish speakers.</description>
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<title>SceneXplain: Alt Text and Better SEO for Your Ghost Blog With One Command</title>
<link>https://jina.ai/news/scenexplain-alt-text-and-better-seo-for-your-ghost-blog-with-just-one-command/</link>
<pubDate>Tue, 06 Feb 2024 16:00:07 +0100</pubDate>
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<category><![CDATA[ Tech Blog ]]></category>
<description>Supercharge your Ghost blog's SEO and accessibility by automatically generating alt texts. All it takes is one command. WordPress/WooCommerce support coming soon!</description>
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<item>
<title>Elevate Your Code Search with New Jina Code Embeddings</title>
<link>https://jina.ai/news/elevate-your-code-search-with-new-jina-code-embeddings/</link>
<pubDate>Mon, 05 Feb 2024 18:46:33 +0100</pubDate>
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<category><![CDATA[ Press ]]></category>
<description>New 𝗷𝗶𝗻𝗮-𝗲𝗺𝗯𝗲𝗱𝗱𝗶𝗻𝗴𝘀-𝘃𝟮-𝗯𝗮𝘀𝗲-𝗰𝗼𝗱𝗲 is optimized for code & docstring search. This powerful model supports searches between English and 30 widely-used programming languages, all with 8192 context length and SOTA performance.</description>
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<title>A Deep Dive into Tokenization</title>
<link>https://jina.ai/news/a-deep-dive-into-tokenization/</link>
<pubDate>Wed, 31 Jan 2024 16:10:14 +0100</pubDate>
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<category><![CDATA[ Tech Blog ]]></category>
<description>Tokenization, in LLMs, means chopping input texts up into smaller parts for processing. So why are embeddings billed by the token?</description>
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<title>MyScale & Jina AI: Unleashing Great Potential for Your AI Applications</title>
<link>https://jina.ai/news/myscale-jina-ai-unleashing-great-potential-for-your-ai-applications/</link>
<pubDate>Mon, 29 Jan 2024 16:00:29 +0100</pubDate>
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<category><![CDATA[ Tech Blog ]]></category>
<description>With full integration of Jina Embeddings v2 models, MyScale allows users to harness the capabilities of Jina AI within an SQL database.</description>
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<title>Jina Embeddings v2 Bilingual Models Are Now Open-Source On Hugging Face</title>
<link>https://jina.ai/news/jina-embeddings-v2-bilingual-models-are-now-open-source-on-hugging-face/</link>
<pubDate>Fri, 26 Jan 2024 17:14:56 +0100</pubDate>
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<category><![CDATA[ Tech Blog ]]></category>
<description>Jina AI's open-source bilingual embedding models for German-English and Chinese-English are now on Hugging Face.
We’re going to walk through installation and cross-language retrieval.</description>
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<title>Making Accessibility Accessible: Create Alt Text with SceneXplain's API</title>
<link>https://jina.ai/news/make-accessibility-accessible-generate-alt-text-with-scenexplain/</link>
<pubDate>Tue, 23 Jan 2024 16:00:18 +0100</pubDate>
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<category><![CDATA[ Tech Blog ]]></category>
<description>SceneXplain is your accessibility ally, making it easy to generate image alt texts to aid visually-impaired users and improve SEO</description>
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<item>
<title>Does Subspace Cosine Similarity Imply High-Dimensional Cosine Similarity?</title>
<link>https://jina.ai/news/does-subspace-cosine-similarity-imply-high-dimensional-cosine-similarity/</link>
<pubDate>Tue, 23 Jan 2024 12:22:57 +0100</pubDate>
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<category><![CDATA[ Tech Blog ]]></category>
<description>Does high similarity in subspace assure a high overall similarity between vectors? This post examines the theory and practical implications of subspace similarity. </description>
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<item>
<title>Using Jina Embeddings v2 with Haystack Pipelines</title>
<link>https://jina.ai/news/jina-embeddings-v2-and-deepset-haystack/</link>
<pubDate>Fri, 19 Jan 2024 16:00:07 +0100</pubDate>
<guid isPermaLink="false">65a916c40bab3100012d2e8c</guid>
<category><![CDATA[ Tech Blog ]]></category>
<description>Access Jina AI's state-of-the-art open-source embedding models in your Haystack application pipeline.</description>
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<item>
<title>Ich bin ein Berliner: German-English Bilingual Embeddings with 8K Token Length</title>
<link>https://jina.ai/news/ich-bin-ein-berliner-german-english-bilingual-embeddings-with-8k-token-length/</link>
<pubDate>Mon, 15 Jan 2024 17:28:14 +0100</pubDate>
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<category><![CDATA[ Press ]]></category>
<description>Jina AI introduces a German/English bilingual embedding model, featuring an extensive 8,192-token length, specifically designed to support German businesses thriving in the U.S. market.</description>
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<title>8K Token-Length Bilingual Embeddings Break Language Barriers in Chinese and English</title>
<link>https://jina.ai/news/8k-token-length-bilingual-embeddings-break-language-barriers-in-chinese-and-english/</link>
<pubDate>Tue, 09 Jan 2024 19:58:20 +0100</pubDate>
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<category><![CDATA[ Press ]]></category>
<description>The first bilingual Chinese-English embedding model with 8192 token-length.</description>
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<title>The 1950-2024 Text Embeddings Evolution Poster</title>
<link>https://jina.ai/news/the-1950-2024-text-embeddings-evolution-poster/</link>
<pubDate>Tue, 09 Jan 2024 12:07:23 +0100</pubDate>
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<category><![CDATA[ Tech Blog ]]></category>
<description>Take part in celebrating the achievements of text embeddings and carry a piece of its legacy with you.</description>
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<item>
<title>Words + JSON + Images = SceneXplain's new JSON Schema Builder</title>
<link>https://jina.ai/news/words-json-images-scenexplains-new-json-schema-builder/</link>
<pubDate>Thu, 04 Jan 2024 16:00:17 +0100</pubDate>
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<category><![CDATA[ Tech Blog ]]></category>
<description>Effortlessly create JSON Schemas with SceneXplain: Describe your needs in natural language, and get the perfect schema for extracting JSON from your images!</description>
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<title>Full-stack RAG with Jina Embeddings v2 and LlamaIndex</title>
<link>https://jina.ai/news/full-stack-rag-with-jina-embeddings-v2-and-llamaindex/</link>
<pubDate>Fri, 22 Dec 2023 14:00:07 +0100</pubDate>
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<category><![CDATA[ Tech Blog ]]></category>
<description>You can build your own RAG chatbot in a matter of minutes with Jina Embeddings, LlamaIndex and Mixtral Instruct. We'll show you how to get up and running right now.</description>
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<item>
<title>A Magic Carpet Ride: Building Vivid Product Stories with SceneXplain</title>
<link>https://jina.ai/news/a-magic-carpet-ride-building-vivid-product-stories-with-scenexplain/</link>
<pubDate>Thu, 21 Dec 2023 16:00:26 +0100</pubDate>
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<category><![CDATA[ Tech Blog ]]></category>
<description>See how companies are integrating SceneXplain with their existing infrastructure to power their product descriptions and storytelling</description>
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<item>
<title>Multi-Agent Simulations in PromptPerfect: 𝑛 Heads Are Better Than One</title>
<link>https://jina.ai/news/multi-agent-simulations-in-promptperfect-n-heads-are-better-than-one/</link>
<pubDate>Tue, 19 Dec 2023 16:00:58 +0100</pubDate>
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<category><![CDATA[ Tech Blog ]]></category>
<description>Discover the real-world impact of multi-agent simulations and see practical examples of systems uniting individual strengths to tackle complex tasks, offering efficient and tailored solutions across various domains</description>
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<title>A Tale of Two Worlds: EMNLP 2023 at Sentosa</title>
<link>https://jina.ai/news/a-tale-of-two-worlds-emnlp-2023-at-sentosa/</link>
<pubDate>Sat, 16 Dec 2023 08:03:15 +0100</pubDate>
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<category><![CDATA[ Events ]]></category>
<description>Just back from EMNLP2023 and my mind's still reeling! Witnessed NLP's seismic shift firsthand through daring papers and provocative posters that are challenging everything we thought we knew. Check out my take on the conference's boldest ideas.</description>
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<title>There's a Time and a Place: Unleashing Dynamic Variables in PromptPerfect</title>
<link>https://jina.ai/news/theres-a-time-and-a-place-unleashing-dynamic-variables-in-promptperfect/</link>
<pubDate>Thu, 07 Dec 2023 15:59:42 +0100</pubDate>
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<category><![CDATA[ Tech Blog ]]></category>
<description>Incorporate users' time, date and location into your prompts. Plus contents of other websites, and outputs of other prompts themselves!</description>
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<title>Dify.AI integrates Jina Embeddings for RAG</title>
<link>https://jina.ai/news/dify-ai-integrates-jina-embeddings-for-rag/</link>
<pubDate>Wed, 06 Dec 2023 16:00:31 +0100</pubDate>
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<category><![CDATA[ Tech Blog ]]></category>
<description>Dify.AI, a leading open-source platform specialized in creating generative AI applications, is now leveraging Jina Embeddings v2! </description>
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<title>Jina Embeddings v2 and MongoDB Atlas</title>
<link>https://jina.ai/news/jina-embeddings-v2-and-mongodb-atlas/</link>
<pubDate>Wed, 06 Dec 2023 10:49:40 +0100</pubDate>
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<category><![CDATA[ Tech Blog ]]></category>
<description>Supercharge MongoDB Atlas multi-cloud vector search solutions with Jina AI’s industry-leading embeddings!</description>
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<item>
<title>Discover the Latest in Embeddings at EMNLP 2023 In-Person BoF Session</title>
<link>https://jina.ai/news/discover-the-latest-in-embeddings-at-emnlp-2023-in-person-bof-session/</link>
<pubDate>Fri, 01 Dec 2023 15:25:49 +0100</pubDate>
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<category><![CDATA[ Events ]]></category>
<description>Mark your calendars for an immersive BoF session on Embeddings at EMNLP 2023. Join us on December 9th from 11:00 AM to 12:30 PM, Singapore time, in the 'Aquarius 1' room for a deep dive into the latest embeddings.</description>
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<title>SceneXplain's JSON Schema Store: Automate Your Alt-Text, and More!</title>
<link>https://jina.ai/news/scenexplains-json-schema-store-automate-your-alt-text-and-more/</link>
<pubDate>Mon, 27 Nov 2023 16:00:14 +0100</pubDate>
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<category><![CDATA[ Tech Blog ]]></category>
<description>Take the hassle out of extracting data from images with SceneXplain's new JSON Schema Store. Discover and share reusable JSON schemas. Create, contribute, and access schemas easily through GUI or API</description>
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<item>
<title>Artificial General Intelligence is Cursed, And Science Fiction isn't Helping</title>
<link>https://jina.ai/news/artificial-general-intelligence-is-cursed-and-science-fiction-isnt-helping/</link>
<pubDate>Mon, 20 Nov 2023 16:22:02 +0100</pubDate>
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<category><![CDATA[ Insights ]]></category>
<description>AI is cursed by intellectual hubris, moving goalposts, bad incentives, and science fiction. Recent talk about Artificial General Intelligence only highlights those curses.</description>
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<item>
<title>Jina AI’s 8K Embedding Models Hit AWS Marketplace for On-Prem Deployment</title>
<link>https://jina.ai/news/jina-ai-8k-embedding-models-hit-aws-marketplace-for-on-prem-deployment/</link>
<pubDate>Mon, 20 Nov 2023 15:32:57 +0100</pubDate>
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<category><![CDATA[ Press ]]></category>
<description>Jina AI launches 8K token length embedding v2 models on AWS marketplace, elevating enterprise AI deployments with EU-engineered innovation and a commitment to data sovereignty.</description>
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<title>SceneXplain's OCR beats GPT-4V hands down: Chinese, Japanese, Korean, Arabic, Hindi, and more!</title>
<link>https://jina.ai/news/scenexplains-ocr-beats-gpt-4v-hands-down-chinese-japanese-korean-arabic-hindi-and-more/</link>
<pubDate>Thu, 16 Nov 2023 16:00:20 +0100</pubDate>
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<category><![CDATA[ Tech Blog ]]></category>
<description>SceneXplain beats GPT-4V by going beyond English, offering multilingual OCR for Chinese, Japanese, Korean, Arabic, Hindi and more</description>
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<title>Embeddings in Depth</title>
<link>https://jina.ai/news/embeddings-in-depth/</link>
<pubDate>Wed, 15 Nov 2023 16:00:38 +0100</pubDate>
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<category><![CDATA[ Tech Blog ]]></category>
<description>This second article in our series on embedding technology is much more concrete. It explains where embeddings come from and how they are used.</description>
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<title>Look, Up in the Sky! Using SceneXplain To Classify Land Use From Satellite Data</title>
<link>https://jina.ai/news/look-up-in-the-sky-using-scenexplain-to-classify-land-use-from-satellite-data/</link>
<pubDate>Mon, 06 Nov 2023 16:00:55 +0100</pubDate>
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<description>Unlock the Secrets of the Satellites: Leverage SceneXplain's powerful 'Extract JSON from Image' feature for land use classification</description>
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<item>
<title>Jina Embeddings 2: The Best Solution for Embedding Long Documents</title>
<link>https://jina.ai/news/jina-embeddings-2-the-best-solution-for-embedding-long-documents/</link>
<pubDate>Thu, 02 Nov 2023 16:00:06 +0100</pubDate>
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<category><![CDATA[ Tech Blog ]]></category>
<description>With Jina Embeddings 2 models you get high-quality embeddings from an open-source, downloadable model with an input size of 8,192 tokens.</description>
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<title>Case Study: Revolutionizing E-Commerce User Experience And Streamlining Search With SceneXplain</title>
<link>https://jina.ai/news/case-study-revolutionizing-e-commerce-user-experience-and-streamlining-search-with-scenexplain/</link>
<pubDate>Mon, 30 Oct 2023 14:00:20 +0100</pubDate>
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<category><![CDATA[ Knowledge Base ]]></category>
<description>See how SceneXplain enhanced search quality, and enriched user experience for a top European e-commerce platform.</description>
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<item>
<title>How to Caption Image Segments with SceneXplain: Introducing Crop'n Explain</title>
<link>https://jina.ai/news/how-to-caption-image-segments-with-scenexplain-introducing-cropn-explain/</link>
<pubDate>Fri, 27 Oct 2023 16:00:37 +0200</pubDate>
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<category><![CDATA[ Tech Blog ]]></category>
<description>SceneXplain: Precise image insights, webcam uploads, multi-API keys, and more user-friendly updates.</description>
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<item>
<title>Are you ready for this Jelly? SceneXplain’s new algo kills hallucinations dead</title>
<link>https://jina.ai/news/are-you-ready-for-this-jelly-scenexplains-new-algo-kills-hallucinations-dead/</link>
<pubDate>Wed, 25 Oct 2023 16:00:42 +0200</pubDate>
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<description>SceneXplain's state-of-the-art Jelly algorithm is more concise, readable and accurate than ever before, while killing hallucinations.</description>
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<title>Jina AI Launches World's First Open-Source 8K Text Embedding, Rivaling OpenAI</title>
<link>https://jina.ai/news/jina-ai-launches-worlds-first-open-source-8k-text-embedding-rivaling-openai/</link>
<pubDate>Wed, 25 Oct 2023 07:43:17 +0200</pubDate>
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<category><![CDATA[ Press ]]></category>
<description>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.</description>
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<title>How Embeddings Drive AI: A Comprehensive Presentation</title>
<link>https://jina.ai/news/how-embeddings-drive-ai-a-guide/</link>
<pubDate>Thu, 19 Oct 2023 15:00:24 +0200</pubDate>
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<category><![CDATA[ Tech Blog ]]></category>
<description>Embeddings are a core concept and technology in AI, present in some form across the spectrum of AI applications. Properly understanding and mastering this technology positions you to leverage AI models to add the most value to your business.</description>
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<title>SceneXplain vs. GPT-4 Vision: The Best Image Captioning Tool in 2023?</title>
<link>https://jina.ai/news/scenexplain-vs-gpt-4-vision-the-best-image-captioning-tool-in-2023/</link>
<pubDate>Thu, 28 Sep 2023 16:29:26 +0200</pubDate>
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<category><![CDATA[ Knowledge Base ]]></category>
<description>Discover the future of visual comprehension with SceneXplain, the leading image captioning tool of 2023. Dive deep into its transformative features, real-world applications, and see how it stands tall against GPT-4 Vision. </description>
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<title>SceneXplain's Image-to-JSON: Extract Structured Data from Images with Precision</title>
<link>https://jina.ai/news/scenexplains-image-json-extract-structured-data-images-precision/</link>
<pubDate>Thu, 14 Sep 2023 15:33:31 +0200</pubDate>
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<category><![CDATA[ Tech Blog ]]></category>
<description>Pushing the boundaries of visual AI, we're thrilled to unveil SceneXplain's Image-to-JSON feature. Dive into a world where images aren't just seen, but deeply understood, translating visuals into structured data with unparalleled precision.</description>
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<title>Embeddings: The Swiss Army Knife of AI</title>
<link>https://jina.ai/news/embeddings-the-swiss-army-knife-of-ai/</link>
<pubDate>Wed, 13 Sep 2023 15:17:26 +0200</pubDate>
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<category><![CDATA[ Tech Blog ]]></category>
<description>Embeddings are an essential technology for modern AI. This article explains what they are and how they work.</description>
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<item>
<title>PromptPerfect's LLM-as-a-Database is Blurring the Boundaries of Search vs. Generation</title>
<link>https://jina.ai/news/promptperfects-llm-database-blurring-boundaries-search-vs-generation/</link>
<pubDate>Mon, 11 Sep 2023 17:36:10 +0200</pubDate>
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<category><![CDATA[ Tech Blog ]]></category>
<description>Diving into PromptPerfect's LLM-as-a-database: a middle ground between few-shot prompts and RAG. Its nuanced approach outshines GPT-4 in complex queries. Evolution in action.</description>
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<item>
<title>Distilled AI: Using Large Models to Teach Smaller Ones</title>
<link>https://jina.ai/news/distilled-ai-using-large-models-to-teach-smaller-ones/</link>
<pubDate>Thu, 07 Sep 2023 15:31:38 +0200</pubDate>
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<category><![CDATA[ Tech Blog ]]></category>
<description>Better AI with smaller models and cheaper data costs! But only if you use AI to train AI.</description>
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<item>
<title>Do You Truly Need a Dedicated Vector Store?</title>
<link>https://jina.ai/news/do-you-truly-need-a-dedicated-vector-store/</link>
<pubDate>Fri, 01 Sep 2023 12:15:20 +0200</pubDate>
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<category><![CDATA[ Insights ]]></category>
<description>Unraveling vector search spaghetti: Lucene's charm vs. shiny vector stores. Navigating enterprise mazes & startup vibes. Where's search headed next?</description>
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<item>
<title>How SceneXplain Solved Video-to-Text Comprehension</title>
<link>https://jina.ai/news/how-scenexplain-solves-video-to-text-comprehension/</link>
<pubDate>Wed, 30 Aug 2023 17:30:18 +0200</pubDate>
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<description>Pushing the boundaries of video-to-text comprehension, SceneXplain unveils the Inception algorithm: decoding narratives, acknowledging challenges, and inviting firsthand exploration. Dive into the next frontier of video comprehension.</description>
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<item>
<title>Graph Embedding 101: Unraveling the Magic of Relational Data</title>
<link>https://jina.ai/news/graph-embedding-101-unraveling-the-magic-of-relational-data/</link>
<pubDate>Tue, 29 Aug 2023 17:25:14 +0200</pubDate>
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<category><![CDATA[ Knowledge Base ]]></category>
<description>Graphs → everywhere. Social. Knowledge. Molecular. Critical infrastructure. Complex hairy ball visuals. Hard for machines.
Now graph embeddings vectorize nodes. Distill graphs into geometry. Embeddings work magic. AI devours graphs.</description>
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<item>
<title>Fine-Tuning GPT-3.5 Turbo: A Costly Mirage?</title>
<link>https://jina.ai/news/fine-tuning-gpt-3-5-turbo-a-costly-mirage/</link>
<pubDate>Fri, 25 Aug 2023 12:28:26 +0200</pubDate>
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<category><![CDATA[ Insights ]]></category>
<description>Dissecting the allure of GPT-3.5 Turbo's fine-tuning: is it the next AI frontier or a costly endeavor? Dive into the delicate interplay of prompt engineering versus precise fine-tuning, and weigh the balance of promise against price.</description>
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<title>Beyond Sheer Scale: Navigating AI Alignment Odyssey</title>
<link>https://jina.ai/news/the-boundless-horizon-of-ai-its-not-just-about-the-size/</link>
<pubDate>Thu, 24 Aug 2023 11:42:39 +0200</pubDate>
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<category><![CDATA[ Insights ]]></category>
<description>AI’s march forward isn't just about bigger models, but ensuring they harmonize with human values. Journey with us through the challenges, revelations, and aspirations at the forefront of AI safety and ethics.</description>
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<item>
<title>Building a Streaming API for Llama 2: Real-time AI with Jina and DocArray</title>
<link>https://jina.ai/news/building-a-streaming-api-for-llama-2-real-time-ai-with-jina-and-docarray/</link>
<pubDate>Wed, 23 Aug 2023 15:50:54 +0200</pubDate>
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<category><![CDATA[ Tech Blog ]]></category>
<description>Tired of paying for ChatGPT? Want to have your own streaming AI chatbot, with your own engineered prompts running on your own servers or cloud? With Llama2, DocArray, and Jina, you can set it up in a few minutes!</description>
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<title>Training Smarter, Not Harder: Slimming Down Sentence Embeddings</title>
<link>https://jina.ai/news/training-smarter-not-harder-slimming-sentence-embeddings/</link>
<pubDate>Wed, 23 Aug 2023 15:37:37 +0200</pubDate>
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<category><![CDATA[ Tech Blog ]]></category>
<description>Jina AI trains top-tier sentence embeddings with 20% of the data. How? Maniacal filtering and shrewd sampling unmask the waste in Big Tech's data-hungry doctrine. Our streamlined embeddings rival titans' with meticulous curation, not mindless consumption. Technical ingenuity, not gluttony.</description>
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<item>
<title>Beyond Pixels to Prose: SceneXplain's New Algorithm Breathes Audible Life into Images</title>
<link>https://jina.ai/news/beyond-pixels-to-prose-scenexplains-hearth-algorithm-breathes-audible-life-into-images/</link>
<pubDate>Mon, 21 Aug 2023 17:31:03 +0200</pubDate>
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<category><![CDATA[ Tech Blog ]]></category>
<description>Discover the power of SceneXplain's Hearth Algorithm: turning images into captivating narratives. Dive deep into the tech behind it, explore real-world examples, and grasp its potential. Journey beyond pixels to stories at SceneXplain!</description>
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<item>
<title>What's New in PromptPerfect? New Optimizer, Streaming and Bulk Optimization</title>
<link>https://jina.ai/news/whats-new-in-promptperfect-new-optimizer-streaming-bulk-optimization/</link>
<pubDate>Wed, 16 Aug 2023 16:00:00 +0200</pubDate>
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<category><![CDATA[ Releases ]]></category>
<description>PromptPerfect's brand new features are fresh out of the oven - try our new optimizer, streaming from Prompt-as-Service, and bulk prompt optimization</description>
</item>
<item>
<title>BestBanner 0.6: Unleash the Power of Social Marketing with Stunning Banners & Titles</title>
<link>https://jina.ai/news/bestbanner-0-6-unleash-the-power-of-social-marketing-with-these-stunning-banners-and-titles/</link>
<pubDate>Mon, 14 Aug 2023 13:01:55 +0200</pubDate>
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<category><![CDATA[ Releases ]]></category>
<description>The latest BestBanner release will transform your banner generation experience! Just paste in your content, and let BestBanner surprise you.</description>
</item>
<item>
<title>From Words to Art: Create Your Dream Stickers with Stable Diffusion</title>
<link>https://jina.ai/news/from-words-to-art-create-your-dream-stickers-with-stable-diffusion/</link>
<pubDate>Mon, 07 Aug 2023 15:30:59 +0200</pubDate>
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<category><![CDATA[ Tech Blog ]]></category>
<description>Dive into the world of Stable Diffusion and Prompt Engineering by fine-tuning your own LoRA, converting your words into stunning art and bringing your dream stickers to life.</description>
</item>
<item>
<title>A Guide for Super-Resolution- Ordinary to Extraordinary with Inference</title>
<link>https://jina.ai/news/a-guide-for-super-resolution-ordinary-to-extraordinary-with-inference/</link>
<pubDate>Thu, 03 Aug 2023 14:00:58 +0200</pubDate>
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<category><![CDATA[ Tech Blog ]]></category>
<description>Dive into the realm of generative AI as we unravel, compare, and implement super-resolution models for image upscaling on Jina AI Cloud.</description>
</item>
<item>
<title>Taming OpenAI's Function Call: A Dive into PromptPerfect's Function Debugger</title>
<link>https://jina.ai/news/taming-openais-function-call-a-dive-into-promptperfects-function-debugger/</link>
<pubDate>Tue, 01 Aug 2023 20:36:52 +0200</pubDate>
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<category><![CDATA[ Tech Blog ]]></category>
<description>Discover how PromptPerfect simplifies function calls in OpenAI's language models, offering auto JSON Schema generation, advanced debugging, and more.</description>
</item>
<item>
<title>Fine-Tuning Falcon40b for Code Generation</title>
<link>https://jina.ai/news/fine-tuning-falcon40b-for-code-generation/</link>
<pubDate>Mon, 24 Jul 2023 13:19:48 +0200</pubDate>
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<category><![CDATA[ Tech Blog ]]></category>
<description>Falcon40b is an open-source commercial-use friendly large language model. We've trained it to write code.</description>
</item>
<item>
<title>Read My Pics: SceneXplain Puts OCR in Your Visual Question Answering!</title>
<link>https://jina.ai/news/read-my-pics-you-got-ocr-in-my-visual-question-answering/</link>
<pubDate>Thu, 20 Jul 2023 15:30:58 +0200</pubDate>
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<category><![CDATA[ Tech Blog ]]></category>
<description>We're turbocharging SceneXplain's visual question answering with an OCR upgrade, making it easier than ever to get answers out of your images</description>
</item>
<item>
<title>VectorDB: a Python vector database you just need - no more, no less</title>
<link>https://jina.ai/news/vectordb-a-python-vector-database-you-just-need-no-more-no-less/</link>
<pubDate>Fri, 14 Jul 2023 13:22:20 +0200</pubDate>
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<category><![CDATA[ Tech Blog ]]></category>
<description>VectorDB is a Pythonic vector database offers a comprehensive suite of CRUD operations and robust scalability options, including sharding and replication. It's readily deployable in a variety of environments, from local to on-premise and cloud. vectordb delivers exactly what you need.</description>
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<title>Redefining Text-to-Image: How BestBanner Outperforms Midjourney and Stable Diffusion - A Benchmark Analysis</title>
<link>https://jina.ai/news/redefining-text-to-image-how-bestbanner-outperforms-midjourney-and-stable-diffusion-a-benchmark-analysis/</link>
<pubDate>Wed, 12 Jul 2023 15:30:14 +0200</pubDate>
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<description>BestBanner is an AI-powered text-to-image generation system. It takes article text as input and generates high-quality social media banners. This saves you from the task of crafting images and lets you focus on creating content.</description>
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<title>LangChain-serve: Powering your Slack with LangChain</title>
<link>https://jina.ai/news/langchain-serve-powering-your-slack-with-langchain/</link>
<pubDate>Thu, 06 Jul 2023 14:53:11 +0200</pubDate>
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<description>Langchain-serve makes deployment and delivery of LangChain apps simple, taking one less hassle out of producing your AI applications.</description>
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<title>DocArray and the Otter Model: Native multi-modal AI meets native multi-modal data structures</title>
<link>https://jina.ai/news/docarray-and-the-otter-model-native-multi-modal-ai-meets-native-multi-modal-data-structures/</link>
<pubDate>Tue, 04 Jul 2023 16:15:52 +0200</pubDate>
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<description>We all love when a perfect couple finds each other, like DocArray and Otter.</description>
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<title>Brand Engagement Reimagined: AI-Powered Sentiment Analysis with SceneXplain</title>
<link>https://jina.ai/news/brand-engagement-reimagined-ai-powered-sentiment-analysis-with-scenexplain/</link>
<pubDate>Mon, 03 Jul 2023 15:30:43 +0200</pubDate>
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<description>Digging deep into images to uncover sentiment and brand can be a wild ride. Tackle it with SceneXplain, and you've got yourself a business power-up, ready to take the market by storm</description>
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<title>Making Visuals Vocal: SceneXplain's Impact on Product Image Accessibility</title>
<link>https://jina.ai/news/making-visuals-vocal-scenexplains-impact-on-product-image-accessibility/</link>
<pubDate>Thu, 29 Jun 2023 16:00:18 +0200</pubDate>
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<description>SceneXplain transforms product images into audio descriptions, ensuring visual content isn't just seen, but also heard and understood. It's a step forward in creating an inclusive digital world for everyone</description>
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<title>Don’t Build the Thing, Build the Thing that Builds the Thing!</title>
<link>https://jina.ai/news/dont-build-the-thing-build-the-thing-that-builds-the-thing/</link>
<pubDate>Wed, 28 Jun 2023 14:25:21 +0200</pubDate>
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<description>Dev-GPT is a tool that uses LLMs to build custom microservices, replacing the traditional software development process with AI. Just describe a service in natural language and a virtual development team will generate, debug, and deploy it for you.</description>
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<title>Langchain-serve: Bringing LangChain Apps Closer to Your Users</title>
<link>https://jina.ai/news/langchain-serve-bringing-langchain-apps-closer-to-your-users/</link>
<pubDate>Tue, 27 Jun 2023 16:13:21 +0200</pubDate>
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<description>Langchain-serve makes deployment and delivery of LangChain apps simple, taking one less hassle out of producing your AI applications.</description>
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<title>What's Next for Prompt Engineering? PromptPerfect's Prompt as a Service!</title>
<link>https://jina.ai/news/whats-next-for-prompt-engineering-prompts-as-a-service/</link>
<pubDate>Thu, 22 Jun 2023 16:00:50 +0200</pubDate>
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<description>Deploy prompts and flexible template prompts as REST API services, and integrate them into your applications with just a few clicks</description>
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<title>Traditional Prompt Engineering Is Dead. PromptPerfect is What Comes Next</title>
<link>https://jina.ai/news/traditional-prompt-engineering-is-dead-heres-what-comes-next/</link>
<pubDate>Thu, 15 Jun 2023 16:17:12 +0200</pubDate>
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<description>AI is coming to replace even the prompt engineers. Use PromptPerfect to stay ahead of the crowd and optimize your prompts for LLMs and image generation</description>
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<title>Boosting AI Model Performance: Fine-tuning with Synthetic Data for Enhanced Results</title>