#EmbeddingModels are powering search, recommendation & RAG systems by transforming data into meaningful representations.

State-of-the-art LLMs can be adapted to generate high-quality embeddings, but scaling them for real-world apps brings challenges.

🔗 This #InfoQ video walks through the end-to-end lifecycle of embedding systems: https://bit.ly/4qLdA9M

📄 #transcript included

#AI #LLMs #RAG #MachineLearning #Performance #Scalability

Mô hình nhúng 32k-token: Đổi mới thực sự hay chỉ là tiếp thị? Các mô hình như Voyage 3 hỗ trợ độ dài ngữ cảnh lên đến 32k token. #EmbeddingModels #MôHìnhNhúng #AI #TríTuệNhânTạo #MachineLearning #HọcMáy #Innovation #TiếpThị

https://www.reddit.com/r/LocalLLaMA/comments/1oo4h0q/are_32ktoken_embedding_models_real_innovation_or/

Ground Your Agents Faster with Native Azure AI Search Indexing in Foundry | Azure AI Foundry Blog

Instantly ground your Azure AI Foundry agents with enterprise data using native Azure AI Search indexing. Ingest content from Azure Blob Storage, ADLS Gen2 or Microsoft OneLake and create a vector search index in one click—no manual setup required. Discover how to accelerate agent deployment, improve retrieval, and streamline your developer workflow with step-by-step guidance. Published by Farzad Sunavala.

Azure AI Foundry Blog

Stay up to date with the evolving #AI and #ML landscape - explore top expert content from our blog and learn more!
💡 Embedding models comparison - https://softwaremill.com/embedding-models-comparison/
💡 Human Pose Estimation 2023 Guide - https://softwaremill.com/human-pose-estimation-2023-guide/
💡 What is AI watermarking? - https://softwaremill.com/what-is-ai-watermarking/
💡 AI trends to watch in 2025 - https://softwaremill.com/ai-trends-to-watch-in-2025/
💡 Generative AI and remote sensing imagery - https://softwaremill.com/generative-ai-and-remote-sensing-imagery/

#embeddingmodels #genAI #AItrends #llm #machinelearning #artificialintelligence

Embedding models comparison | SoftwareMill

Design of robust document retrieval system for Retrieval Augmented Generation (RAG) chatbots.

SoftwareMill