A Developer’s Guide to Vector Embeddings and Search In the age of AI, traditional keyword-based search often isn’t enough. To build truly intuitive search experiences, we need to move toward…

I've authored a blog for developers who are new to vector embeddings and semantic search - if that's you, hopefully you'll find it helpful!

#semanticsearch #vectordatabase #vectorembeddings #densevectors #sparsevectors #elasticsearch

#SEO - I think we missed something big here re:Vector Embeddings.

Check out DeepMind's research around limitations of vector embeddings and ex-Google’s Deedy's quote about them.

I'll share more next week once I get time to really flush out this article over the weekend.

#VectorEmbeddings

🧠 Singlebase.cloud #Vectorstore: Multi-model #VectorEmbeddings from #OpenAI, #VertexAI & more! Unleash #AI potential with seamless integration. Build smarter apps faster! 🚀 #AI #Backend #WebDev #Innovation #Developers

The mismatch: TikTok knows you and someone in Germany have 90% viewing overlap, but you'll never meet. Dating apps use embeddings but distort them with romantic framing. #VectorEmbeddings #DigitalConnection #AlgorithmicMatching
cache-n-carry.pages.dev/swipe-minds-...

🧠 Singlebase.cloud #Vectorstore: Multi-model #VectorEmbeddings from #OpenAI, #VertexAI & more! Unleash #AI potential with seamless integration. Build smarter apps faster! 🚀 #Backend #WebDev #Innovation #Developers

🧠 Singlebase.cloud #Vectorstore: Multi-model #VectorEmbeddings from #OpenAI, #VertexAI & more! Unleash #AI potential with seamless integration. Build smarter apps faster! 🚀 #Backend #WebDev #Innovation #Developers

Global and Dense Embeddings of Earth: Major TOM Floating in the Latent Space With the ever-increasing volumes of the Earth observation data present in the archives of large programmes such as Copernicus, there is a growing need for efficient vector representations of the under...

The team at esa has published their work on dense vector embeddings of the Major-TOM dataset.

Check it out here:
arxiv.org/abs/2412.05600

I‘ll put the dataset links in the clmments below.

#earthobservation
#satelliterasterimages
#Major-TOM
#vectorembeddings
#vectorspace

Marius Pașculea on LinkedIn: #arttech #innovation #ai #computervision #contemporaryart… KULTH’s mission is to enhance the intellectual engagement and immersive experiences of the art-curious as they explore contemporary artworks in galleries and…

Vector embeddings meets contemporary art...

Who would've thought this could be a great application of the latest transformer models? 💡❤️

www.linkedin.com/feed/update/...

#vectorembeddings #contemporaryart #ai

AI is feeding on vector embeddings to revolutionise how we interact with image, video and text data collected.

Check out why this is important: 👀

www.linkedin.com/pulse/why-ve...

#vectorembeddings #artificialintelligence #vectorspace #embedAI #vectorisation #AIsearchsystems