Tech Blog How to Build Article Recommendations with Jina Reranker API Only 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.
Knowledge Base Building RAG with Jina AI and SuperDuperDB Jina Embeddings v2 are now integrated directly into SuperDuperDB, letting you skip the complexity of AI operations in your data-driven applications.
Knowledge Base Featured SceneXplain vs. GPT-4 Vision: The Best Image Captioning Tool in 2023? 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.
Tech Blog Featured SceneXplain's Image-to-JSON: Extract Structured Data from Images with Precision 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.
Tech Blog PromptPerfect's LLM-as-a-Database is Blurring the Boundaries of Search vs. Generation 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.
Tech Blog Featured How SceneXplain Solved Video-to-Text Comprehension 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.
Knowledge Base Graph Embedding 101: Unraveling the Magic of Relational Data 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.
Insights Fine-Tuning GPT-3.5 Turbo: A Costly Mirage? 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.
Tech Blog Featured Training Smarter, Not Harder: Slimming Down Sentence Embeddings 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.
Tech Blog Beyond Pixels to Prose: SceneXplain's New Algorithm Breathes Audible Life into Images 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!
Releases What's New in PromptPerfect? New Optimizer, Streaming and Bulk Optimization PromptPerfect's brand new features are fresh out of the oven - try our new optimizer, streaming from Prompt-as-Service, and bulk prompt optimization
Releases This Week in Generative AI The latest updates in Jina AI's generative AI apps - SceneXplain, BestBanner, JinaChat, PromptPerfect and Rationale
Releases This week in Generative AI The latest updates in Jina AI's generative AI apps - SceneXplain, BestBanner, JinaChat, PromptPerfect and Rationale
Tech Blog Taming OpenAI's Function Call: A Dive into PromptPerfect's Function Debugger Discover how PromptPerfect simplifies function calls in OpenAI's language models, offering auto JSON Schema generation, advanced debugging, and more.
Tech Blog VectorDB: a Python vector database you just need - no more, no less 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.
Releases PromptPerfect 0.1 Update Upgrade your AI-generated content with PromptPerfect 0.1! Faster prompt optimization with ChatGPT API, improved multilingual support, and automatic updates. Try it now!
Releases Featured PromptPerfect: Automatic Prompt Engineering Done Right Struggling with manual prompt engineering? Let PromptPerfect automate the process for you! Our cutting-edge tool automatically optimizes prompts for your language models with advanced machine learning techniques. Say goodbye to subpar AI-generated content and hello to prompt perfection!
Tech Blog We're Donating DocArray to LF for an Inclusive and Standard Multimodal Data Model DocArray is now hosted under the Linux Foundation AI & Data - a neutral home to build and support an open AI and data community. This is the start of a new day for DocArray.
Tech Blog Benchmark Vector Search Databases with One Million Data In DocArray, Documents inside a DocumentArray can live in a document store instead of in memory. External store provides longer persistence and faster retrieval. Ever wonder about which one is best for your use case? Here's a comprehensive benchmark to help guide you.
