#s3vectors search results
.@SwamiSivasubram explains #S3Vectors from keynote at #AWSSummitNYC. This feature has been announced this week.
FINALLY! @awscloud just dropped Amazon S3 Vectors and my AI dev heart is doing a happy dance! No more crazy workarounds for vector storage. Native support, cost-optimized, and right where my data lives. This is a game-changer for building smarter AI. #AWS #S3Vectors #AIDev
Why does Amazon S3 Vectors matter? Native vector storage in S3 Automatic indexing Serverless vector search Integrated with Bedrock, SageMaker, OpenSearch Scales to billions of embeddings #AWS #S3Vectors #AmazonS3 #VectorSearch #AmazonBedrock #Serverless #GenerativeAI #LLM #RAG
🚀AWS SAA勉強 新発見💡 ✅ Amazon S3 Vectors ネイティブベクトル検索機能 • 約1秒以内の高速検索 • インフラ管理不要 • S3の簡単さ×ベクトル検索 • 直接S3バケット保存可能 管理不要は非常に便利✨ #AWS #S3Vectors #勉強記録
@awscloud recently previewed S3 Vectors 🚀. It’s closing the gap between RAG chunks and the original docs in S3. ✅ Unique key per chunk ✅ Metadata for doc + position info ✅ Semantic search → exact doc mapping #AWS #S3Vectors #RAG #AI
🌟 Exciting news! Amazon S3 Vectors is here, offering native vector storage that cuts costs by up to 90%! Perfect for AI-ready data with subsecond query performance. Scale your generative AI apps effortlessly! #AWS #S3Vectors #AI #CloudComputing 🚀 ift.tt/KeonRXF
AI agents are stepping into human roles but autonomy needs control. With #AWS AgentCore and #S3Vectors, trust is built using #ZeroTrust and #FineGrainedAccessControl. Trust is the #foundation not just a feature. #Autonomous ≠ #Unaccountable #SecureAI #AIagents #CloudTrus
5/7 2025 Updates Keeping It Fresh: S3 Vectors: Native vector storage for AI workloads—query embeddings without extra ETL. Game-changer for semantic search. #S3Vectors #SemanticSearch #GenAI Tags on S3 Tables: Just dropped! Attribute-based access control (ABAC) + better cost…
Full breakdown, code snippets, cost calc, and architecture here: 🔗medium.com/towards-aws/ex… #AWS #S3Vectors #AmazonS3 #VectorSearch #AmazonBedrock #Serverless #GenerativeAI #LLM #RAG
Amazon S3 Vectors is here : First object store with native vector support. No EC2. No VectorDB. No index setup. I built a hands-on demo using it with Amazon Bedrock. 🔗 Blog: medium.com/towards-aws/ex… Architecture below Full thread 🧵 #AWS #S3Vectors #AmazonS3 #VectorSearch
S3 VectorsってBedrockでAmazon OpenSearch Serverless使わなくても良いってこと？ #S3Vectors
AIクリエーターの道 ニュース：AWSのS3 VectorsでLLM埋め込みストレージコストが最大90%削減！AI開発の未来を拓く新技術！ #AWS #LLM #S3Vectors 詳しくはこちら↓↓↓ gamefi.co.jp/2025/07/17/aws…
New post by Utkarsh Rastogi. Amazon S3 Vectors: Insert & Query Embeddings with Indian Snacks (Titan + Bedrock Demo) dev.to/aws-builders/a… #ai #aws #s3vectors #semanticsearch
dev.to
Amazon S3 Vectors: Insert & Query Embeddings with Indian Snacks (Titan + Bedrock Demo)
Welcome back, doston! 👋 In Part 1 and Part 2, We created our Vector Bucket and Vector Index using the...
New post by Utkarsh Rastogi. Amazon S3 Vectors Explained: Regions & Setup dev.to/aws-builders/s… #ai #aws #s3vectors #semanticsearch
dev.to
Amazon S3 Vectors Explained: Regions & Setup
Namaste Developers! 👋 Welcome to Part 2 of Mastering Amazon S3 Vectors – The Desi Developer...
💰 10M Vectors / Month Cost (Example): Storage: ~$3.5 Upload: ~$2 1M queries: $5.8 Total: *$11.3/month Compare that to $100s/month with Pinecone or FAISS on EC2. #AWS #S3Vectors #AmazonS3 #VectorSearch #AmazonBedrock #Serverless #GenerativeAI #LLM #RAG
Infra used: S3 (vector + raw docs) Amazon Titan embeddings Bedrock Knowledge Base Lambda (query endpoint) API Gateway (expose API) Fully serverless & scalable. #AWS #S3Vectors #AmazonS3 #VectorSearch #AmazonBedrock #Serverless #GenerativeAI #LLM #RAG
Use Cases: Long-term embedding storage RAG apps without DBs GenAI document Q&A Financial/legal chatbots Internal knowledge bots S3 Vectors makes this simpler and cheaper. #AWS #S3Vectors #AmazonS3 #VectorSearch #AmazonBedrock #Serverless #GenerativeAI #LLM #RAG
My demo shows how you can: Upload PDFs to S3 Use Bedrock to chunk + embed Store embeddings in S3 Vector Index Query with retrieveAndGenerate Get grounded answers -> no vector DB setup #AWS #S3Vectors #AmazonS3 #VectorSearch #AmazonBedrock #Serverless #GenerativeAI #LLM #RAG
New post by Utkarsh Rastogi. Amazon S3 Vectors: Store, Search & Retrieve Smartly with Vector Magic! dev.to/aws-builders/a… #aws #genai #s3vectors #semanticsearch
dev.to
Amazon S3 Vectors: Store, Search & Retrieve Smartly with Vector Magic!
Namaste Developers! 👋 Have you ever searched for something like this: “Show me pictures like this...
5/7 2025 Updates Keeping It Fresh: S3 Vectors: Native vector storage for AI workloads—query embeddings without extra ETL. Game-changer for semantic search. #S3Vectors #SemanticSearch #GenAI Tags on S3 Tables: Just dropped! Attribute-based access control (ABAC) + better cost…
@awscloud recently previewed S3 Vectors 🚀. It’s closing the gap between RAG chunks and the original docs in S3. ✅ Unique key per chunk ✅ Metadata for doc + position info ✅ Semantic search → exact doc mapping #AWS #S3Vectors #RAG #AI
🚀AWS SAA勉強 新発見💡 ✅ Amazon S3 Vectors ネイティブベクトル検索機能 • 約1秒以内の高速検索 • インフラ管理不要 • S3の簡単さ×ベクトル検索 • 直接S3バケット保存可能 管理不要は非常に便利✨ #AWS #S3Vectors #勉強記録
Learn how to build a recipe knowledge base with Amazon S3 Vectors + Bedrock agents 🍲🤖. Hands-on demo with real examples! #aws #bedrock #s3Vectors Watch: youtu.be/5s_dIvNR0WI
youtube.com
YouTube
How to Build a Recipe Knowledge Base with Amazon S3 Vectors and...
AWS has launched S3 Vectors - AI-ready storage built into S3. Run vector search natively with up to 90% lower cost. No separate databases. Just scalable, simplified infrastructure. 🔍📉 📘Explore: cloudoptimo.com/blog/amazon-s3… #AWS #AWSS3 #S3Vectors #CloudStorage #CloudOptimo
AI agents are stepping into human roles but autonomy needs control. With #AWS AgentCore and #S3Vectors, trust is built using #ZeroTrust and #FineGrainedAccessControl. Trust is the #foundation not just a feature. #Autonomous ≠ #Unaccountable #SecureAI #AIagents #CloudTrus
Exciting news! 🌐 Amazon launched the preview of Amazon S3 Vectors – the first cloud storage service designed for massive vector datasets. 🔍 Imagine cutting vector data storage costs by up to 90% while enjoying sub-second query performance. #Amazon #S3Vectors #AICloudStorage
Amazon just launched #S3Vectors 🧠💾 Now run vector DBs at scale with 90% lower cost 💸 Perfect for #ML workflows inside #SageMaker 🔧📉 Huge for anyone working with #embeddings 🚀
Full breakdown, code snippets, cost calc, and architecture here: 🔗medium.com/towards-aws/ex… #AWS #S3Vectors #AmazonS3 #VectorSearch #AmazonBedrock #Serverless #GenerativeAI #LLM #RAG
Use Cases: Long-term embedding storage RAG apps without DBs GenAI document Q&A Financial/legal chatbots Internal knowledge bots S3 Vectors makes this simpler and cheaper. #AWS #S3Vectors #AmazonS3 #VectorSearch #AmazonBedrock #Serverless #GenerativeAI #LLM #RAG
💰 10M Vectors / Month Cost (Example): Storage: ~$3.5 Upload: ~$2 1M queries: $5.8 Total: *$11.3/month Compare that to $100s/month with Pinecone or FAISS on EC2. #AWS #S3Vectors #AmazonS3 #VectorSearch #AmazonBedrock #Serverless #GenerativeAI #LLM #RAG
Infra used: S3 (vector + raw docs) Amazon Titan embeddings Bedrock Knowledge Base Lambda (query endpoint) API Gateway (expose API) Fully serverless & scalable. #AWS #S3Vectors #AmazonS3 #VectorSearch #AmazonBedrock #Serverless #GenerativeAI #LLM #RAG
My demo shows how you can: Upload PDFs to S3 Use Bedrock to chunk + embed Store embeddings in S3 Vector Index Query with retrieveAndGenerate Get grounded answers -> no vector DB setup #AWS #S3Vectors #AmazonS3 #VectorSearch #AmazonBedrock #Serverless #GenerativeAI #LLM #RAG
Why does Amazon S3 Vectors matter? Native vector storage in S3 Automatic indexing Serverless vector search Integrated with Bedrock, SageMaker, OpenSearch Scales to billions of embeddings #AWS #S3Vectors #AmazonS3 #VectorSearch #AmazonBedrock #Serverless #GenerativeAI #LLM #RAG
Amazon S3 Vectors is here : First object store with native vector support. No EC2. No VectorDB. No index setup. I built a hands-on demo using it with Amazon Bedrock. 🔗 Blog: medium.com/towards-aws/ex… Architecture below Full thread 🧵 #AWS #S3Vectors #AmazonS3 #VectorSearch
New post by Utkarsh Rastogi. Amazon S3 Vectors: Insert & Query Embeddings with Indian Snacks (Titan + Bedrock Demo) dev.to/aws-builders/a… #ai #aws #s3vectors #semanticsearch
dev.to
Amazon S3 Vectors: Insert & Query Embeddings with Indian Snacks (Titan + Bedrock Demo)
Welcome back, doston! 👋 In Part 1 and Part 2, We created our Vector Bucket and Vector Index using the...
New post by Utkarsh Rastogi. Amazon S3 Vectors Explained: Regions & Setup dev.to/aws-builders/s… #ai #aws #s3vectors #semanticsearch
New post by Utkarsh Rastogi. Amazon S3 Vectors: Store, Search & Retrieve Smartly with Vector Magic! dev.to/aws-builders/a… #aws #genai #s3vectors #semanticsearch
dev.to
Amazon S3 Vectors: Store, Search & Retrieve Smartly with Vector Magic!
Namaste Developers! 👋 Have you ever searched for something like this: “Show me pictures like this...
AIクリエーターの道 ニュース：AWSのS3 VectorsでLLM埋め込みストレージコストが最大90%削減！AI開発の未来を拓く新技術！ #AWS #LLM #S3Vectors 詳しくはこちら↓↓↓ gamefi.co.jp/2025/07/17/aws…
FINALLY! @awscloud just dropped Amazon S3 Vectors and my AI dev heart is doing a happy dance! No more crazy workarounds for vector storage. Native support, cost-optimized, and right where my data lives. This is a game-changer for building smarter AI. #AWS #S3Vectors #AIDev
🚀AWS SAA勉強 新発見💡 ✅ Amazon S3 Vectors ネイティブベクトル検索機能 • 約1秒以内の高速検索 • インフラ管理不要 • S3の簡単さ×ベクトル検索 • 直接S3バケット保存可能 管理不要は非常に便利✨ #AWS #S3Vectors #勉強記録
🌟 Exciting news! Amazon S3 Vectors is here, offering native vector storage that cuts costs by up to 90%! Perfect for AI-ready data with subsecond query performance. Scale your generative AI apps effortlessly! #AWS #S3Vectors #AI #CloudComputing 🚀 ift.tt/KeonRXF
Why does Amazon S3 Vectors matter? Native vector storage in S3 Automatic indexing Serverless vector search Integrated with Bedrock, SageMaker, OpenSearch Scales to billions of embeddings #AWS #S3Vectors #AmazonS3 #VectorSearch #AmazonBedrock #Serverless #GenerativeAI #LLM #RAG
Exciting news! 🌐 Amazon launched the preview of Amazon S3 Vectors – the first cloud storage service designed for massive vector datasets. 🔍 Imagine cutting vector data storage costs by up to 90% while enjoying sub-second query performance. #Amazon #S3Vectors #AICloudStorage
AIクリエーターの道 ニュース：AWSのS3 VectorsでLLM埋め込みストレージコストが最大90%削減！AI開発の未来を拓く新技術！ #AWS #LLM #S3Vectors 詳しくはこちら↓↓↓ gamefi.co.jp/2025/07/17/aws…
AI agents are stepping into human roles but autonomy needs control. With #AWS AgentCore and #S3Vectors, trust is built using #ZeroTrust and #FineGrainedAccessControl. Trust is the #foundation not just a feature. #Autonomous ≠ #Unaccountable #SecureAI #AIagents #CloudTrus
Amazon S3 Vectors is here : First object store with native vector support. No EC2. No VectorDB. No index setup. I built a hands-on demo using it with Amazon Bedrock. 🔗 Blog: medium.com/towards-aws/ex… Architecture below Full thread 🧵 #AWS #S3Vectors #AmazonS3 #VectorSearch
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