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qiita-trending.bot.chrs.to
Vector DBの次の使い方 ― MiniMax × Zilliz Cloudと日本の公開事例から考えるAI Data Infrastructure

#Zilliz #Milvus #VectorDatabase #LLM学習データ #AIインフラ
Vector DBの次の使い方 ― MiniMax × Zilliz Cloudと日本の公開事例から考えるAI Data Infrastructure - Qiita
本記事の第1部は、ZillizのCustomer StoryHow MiniMax Scales Real-Time AI and Trillion-Scale Deduplication with Zilliz Cloudの紹介です。 第2部は、公開情報をもとに日本のL...
qiita.com
September 23, 2026 at 3:20 AM
zachzang.bsky.social
'Not used recently' and 'not valuable' are different things

Prune agent memory on recency x retrieval frequency x uniqueness, never on age alone.

#GH600 #AIAgents #LLM #VectorDatabase

Full GH-600 explanation, free: https://navyduck.com/github/gh-600/gh-600-e6-q023-memory-expiration-pruning
NavyDuck infographic: 'Not used recently' and 'not valuable' are different things
September 14, 2026 at 5:00 PM
vektormemory.bsky.social
VEKTOR Slipstream v1.9.0 updates Https://medium.com/@vektormemory/vektor-slipstream-v1-9-0-updates-f87bdae83eae/share/vektormemory?source=social.bluesky
#VectorDatabase
#AgenticAi
#InformationSecurity
#AiMemory
VEKTOR Slipstream v1.9.0 updates
Agentic memory you can trust via any method you decide to use it.
medium.com
September 8, 2026 at 11:09 AM
octalchip.bsky.social
Vector Databases help AI search by:

• Meaning
• Context
• Similarity
• Relevance

They power modern RAG systems, AI knowledge bases, semantic search, recommendation engines, and more.

🚀 Building smarter AI with @octalchip.

#VectorDatabase #RAG #AI #LLM #SemanticSearch #OctalChip
RobinReach
September 4, 2026 at 4:17 PM
awscmblogposts.bsky.social
✍️ New blog post by Davide De Sio

Your database is an AI Tool: semantic search with Amazon DynamoDB Vector Search

#ai #aws #dynamodb #vectordatabase
Your database is an AI Tool: semantic search with Amazon DynamoDB Vector Search
🏃 TL;DR It's been a while since I wrote an article that wasn't about KiroGraph! Lately,...
dev.to
September 1, 2026 at 1:34 PM
alekseialeinikov.com
Do You Need a Vector Database? Postgres vs Dedicated in 2026

Most teams adding semantic search do not need a separate vector database. A practical 2026 guide to what pgvector actually does, the four mechanisms that make it run out, and what you are re…

#vectordatabase #pgvector #postgresvector
Do You Need a Vector Database? Postgres vs Dedicated in 2026
Most teams adding semantic search do not need a separate vector database. A practical 2026 guide to what pgvector actually does, the four mechanisms that make it run out, and what you are really buying when you pay for a dedicated engine.
www.alekseialeinikov.com
August 28, 2026 at 9:00 AM
alexturcotteqc05.bsky.social
youtu.be/eGd_YoQJckw?...
#Minecraft #InfiniteCraft #VectorDatabase
I Remade Infinite Craft in Minecraft...
YouTube video by Exclusivert
youtu.be
August 26, 2026 at 3:49 AM
thefluxread.bsky.social
How to Create a Private Business Knowledge Base with AI RAG Architecture
www.thefluxread.com/2026/08/how-...
#RAGArchitecture #EnterpriseAI #ArtificialIntelligence #CloudInfrastructure #DataAnalytics #VectorDatabase #LLM #MachineLearning #PrivateAI #KnowledgeBase #TechTutorial
How to Create a Private Business Knowledge Base with AI RAG Architecture
Learn how to build a secure, private business knowledge base using AI RAG architecture. Eliminate chatbot memory limits with vector databases & privat
www.thefluxread.com
August 25, 2026 at 3:19 AM
vektormemory.bsky.social
The Case for Agent Memory: Why the Future of AI Belongs to Systems That Can Self-Learn Https://ai.plainenglish.io/the-case-for-agent-memory-why-the-future-of-ai-belongs-to-systems-that-can-self-learn-198c4d7bfa6f/share/vektormemory?source=social.bluesky #AiMemory #LLM #AgenticRag #vectordatabase
The Case for Agent Memory: Why the Future of AI Belongs to Systems That Can Self-Learn
In 1985, the British musicologist Clive Wearing suffered a severe viral infection that damaged his hippocampus, the brain structure…
ai.plainenglish.io
August 20, 2026 at 10:19 PM
thefluxread.bsky.social
RAG vs. GraphRAG for Enterprise AI Agents: Architecture, Data Governance & Latency Bottlenecks
www.thefluxread.com/2026/08/rag-...
#GraphRAG #EnterpriseAI #AIArchitecture #KnowledgeGraph #VectorDatabase #GenerativeAI #DataGovernance #MachineLearning #TechDeepDive #TheFluxRead #RAGvsGraphRAG #Neo4j
Left Column (VECTOR RAG - Naive RAG): Features a robot interacting with a database stack labeled "UNSTRUCTURED DATA SOURCES" (e.g., PDFs, Slack, Notion) and file icons. Data flows through "DOCUMENT CHUNKING" to a central, glowing sphere labeled "DENSE EMBEDDINGS & COSINE SIMILARITY," and finally to "TOP-K CHUNKS RETRIEVED." Key call-out boxes highlight "Fixed-Size Chunking" and "Localized Context." Right Column (GRAPHRAG - Hybrid Paradigm): Features a more advanced robot manipulating a complex, multi-layered, glowing "ENTERPRISE KNOWLEDGE GRAPH." This includes data trees labeled "STRUCTURED ENTERPRISE DATA" (SQL, ERP) and an "ENTERPRISE KNOWLEDGE GRAPH" cloud. It details a "Query Execution Engine with Cypher Predicates" for "Multi-Hop Traversal." Process call-outs detail "Entity Resolution," "Hierarchical Clustering," "Multi-Hop Traversal," "Subgraph Extraction with ACLs," "Macro-Level Synthesis," and "Deterministic Security Guardrails."
August 16, 2026 at 1:48 PM
awscmblogposts.bsky.social
✍️ New blog post by Vinod Kumar

Build an AI Agent That Searches Your DynamoDB Data Semantically

#ai #vectordatabase #bedrock #awscommunitybuilders
Build an AI Agent That Searches Your DynamoDB Data Semantically
Your application data lives in DynamoDB. Orders, products, customers all of it. Now you want users...
dev.to
August 16, 2026 at 10:14 AM
aiblogpost.bsky.social
Vector Database Guide: Pinecone, Weaviate, Chroma

Discover the ultimate vector database selection guide, comparing Pinecone, Weaviate, and Chroma for optimal performance.

https://ai-blog-seven-wine.vercel.app/en/posts/2026-08-13-am-8mpcq

#VectorDatabase #Pinecone #Weaviate
Vector Database Guide: Pinecone, Weaviate, Chroma
August 13, 2026 at 1:23 AM
it4intserver.bsky.social
Server Hosting What Is a Vector Database, and Why Does Every AI Company Suddenly Need One? Web Server #VectorDatabase #AI #ArtificialIntelligence #DataScience #MachineLearning
What Is a Vector Database, and Why Does Every AI Company Suddenly Need One?
As the technological landscape evolves, vector database hosting is quickly becoming a core infrastructure decision for AI companies, and iT4iNT Servers helps businesses build the low-latency, scalable foundations needed to make their AI applications more useful, accurate, and responsive.  Even though for years the AI conversation focused on models, which were bigger, faster, smarter, or cheaper, in 2026, the competitive... The post What Is a Vector Database, and Why Does Every AI Company Suddenly Need One? appeared first on iT4iNT SERVER.
dlvr.it
August 7, 2026 at 5:02 AM
horovits.bsky.social
📢 #OpenSearch 3.8 is out!
✳️ #MCP integration across all agent types
✳️ 4x faster vector ingestion, 2x faster radial search
✳️ Bring your #LLM for LLM-as-a-Judge (blueprints for OpenAI, Bedrock, Gemini & more)
Now @opensearch.org:
opensearch.org/blog/whats-n...
#OpenSearchAmbassador #VectorDatabase
August 5, 2026 at 5:28 AM
vektormemory.bsky.social
How to Run an Autonomous Agent Against Your Own Server Https://medium.com/p/how-to-run-an-autonomous-agent-against-your-own-server-3ff9335ba69f?source=social.bluesky #Vps #LLM #AIAgent #VectorDatabase
How to Run an Autonomous Agent Against Your Own Server
Most people who try to let an AI agent operate on a real VPS end up in a few places.
medium.com
July 27, 2026 at 10:13 AM
decodestack.com
Most teams reach for a vector database before checking whether the one they already run is enough. How vector databases actually work, when you need one, and which of six options fits. https://decodestack.com/ai-ml/best-vector-databases-2026-comparison/ #AI #VectorDatabase #RAG
July 26, 2026 at 12:19 PM
aiblogpost.bsky.social
Vector Database Guide

Choose the best vector database for your AI needs with Pinecone, Weaviate, and Chroma

https://ai-blog-seven-wine.vercel.app/en/posts/2026-07-21-am-0qvsa

#vectordatabase #Pinecone #Weaviate
Vector Database Guide
July 21, 2026 at 2:05 AM
talha25.bsky.social
🚀 The Complete Agentic AI Stack in 2026 | From Frontend to Observability
#AgenticAI #AI #GenerativeAI #LLM #RAG #LangChain #LlamaIndex #OpenAI #NextJS #React #VectorDatabase #Embeddings #PromptEngineering #MachineLearning #ArtificialIntelligence
MY WEBSITE= hauntedrandomuniverse.netlify.app
July 17, 2026 at 9:42 AM
aiblogpost.bsky.social
Vector Database Selection Guide

Choose the right vector database for your AI applications with our guide to Pinecone, Weaviate, and Chroma.

https://ai-blog-seven-wine.vercel.app/en/posts/2026-07-15-am-n3nqi

#VectorDatabase #Pinecone #Weaviate
Vector Database Selection Guide
July 15, 2026 at 1:52 AM
vektormemory.bsky.social
The Six-Layer Memory Pipeline Behind Our Local-First Agentic Memory in 2026 medium.com/p/the-six-la... #AIAgent #VectorDatabase #GenerativeAiTools #CuttingEdgeTechnology
The Six-Layer Memory Pipeline Behind Our Local-First Agentic Memory in 2026
Inside the technical aspects of VEKTOR’s improved agent memory
medium.com
July 14, 2026 at 2:27 AM
bhavishykumar.bsky.social
Most databases store data. Vector databases store meaning. That's why AI can find similar ideas, not just matching keywords. They're becoming the filing cabinets of the AI era—built for context, not folders. #AI #VectorDatabase
July 11, 2026 at 9:02 AM
pjlucidi.bsky.social
Enterprise AI has a data ingestion crisis: unscalable pipelines, and critical document security (ACL) leaks. Launching the Open Ingestion Standard (OIS) and OpenCrawling!

www.open4dev.com/journal/2026...

#Java25 #RAG #AISecurity #ZeroTrust #VectorDatabase #SpringBoot #MCP #ModelContextProtocol
Beyond the Silos: Announcing the Open Ingestion Standard (OIS) and OpenCrawling — Open4Dev
Introducing the Open Ingestion Standard (OIS) and the reference implementation OpenCrawling.
www.open4dev.com
July 10, 2026 at 9:45 PM
dutchstartup.bsky.social
What if your database understood meaning, not just keywords? Amsterdam-based Weaviate built an open-source vector database that lets developers search data by semantic meaning rather

#Weaviate #AI #Startups
https://www.dutchstartup.ai/en/nieuws/weaviate-vectordatabase-semantisch-zoeken-amsterdam
What if your database understood meaning, not just keywords?
June 26, 2026 at 8:03 AM
kubernetes.activitypub.awakari.com.ap.brid.gy
Introducing OmniVec: An Open-Source Embedding Platform for AI Apps on Azure Originally posted on https://devblogs.microsoft.com/cosmosdb/introducing-omnivec-an-open-source-embedding-platform-for-ai...

#ai #openai #vectordatabase #azure

Origin | Interest | Match
Introducing OmniVec: An Open-Source Embedding Platform for AI Apps on Azure
Originally posted on...
dev.to
June 23, 2026 at 6:23 PM
llms.activitypub.awakari.com.ap.brid.gy
If your vector DB needs to see your data to search it, you’re not building private AI you’re renting confidence. “Private AI” has become one of the most overused phrases in modern infrastru...

#ai #vectordatabase #beginners #llm

Origin | Interest | Match
If your vector DB needs to see your data to search it, you’re not building private AI you’re renting confidence.
“Private AI” has become one of the most overused phrases in modern infrastructure. Every vendor...
dev.to
June 19, 2026 at 6:41 AM