What's the difference between AI in demo vs AI in production? 𝗚𝘂𝗮𝗿𝗱𝗿𝗮𝗶𝗹𝘀. Demos show what... - 惯性聚合

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Weaviate AI Database(@weaviate_io)

Weaviate AI Database (@weaviate_io) on X Most developers pick the wrong search method. We built a demo so you can see exactly why. Our keyw... Most vector database demos show you search. This one shows you how information organizes itself. T... Fraud detection used to be slow, rigid, and blind to novel patterns. Here's what conversational dat... Sometimes the best way to understand search algorithms is to see them in action on the same data. W... You searched "cozy fall vibes." The store returned zero results. We built a demo that shows exactly... We are so excited to welcome Harneet to our team today! 🎉 Harneet Singh is joining us from Canada ... 🚀 Weaviate 1.38 is here! Two big capabilities reach general availability in this release — plus a ... What happens when your AI remembers you as an engineer, then learns you're CEO? Most systems just s... Ask "𝘴𝘩𝘰𝘸 𝘮𝘦 𝘤𝘶𝘴𝘵𝘰𝘮𝘦𝘳𝘴 𝘸𝘪𝘵𝘩 𝘮𝘪𝘴𝘮𝘢𝘵𝘤𝘩𝘦𝘥 𝘣𝘪𝘭𝘭𝘪𝘯𝘨 𝘢𝘯𝘥 ... Most vector database pilots struggle with data ingestion before they even get to search. You build ... The most requested feature from our community is finally here: Weaviate Cloud access, free ... Everyone talks about RAG and semantic search. But nobody's showing you how to use 𝗴𝗿𝗮𝗽𝗵 ... 𝟳 𝘄𝗼𝗿𝗸𝗶𝗻𝗴 𝗱𝗲𝗺𝗼𝘀. From AI memory to fraud detection - all powered by Weaviate. 𝗢𝘂𝗿 ... Most memory systems don’t actually organise memory. They only accumulate it… And that’s where th... We keep blaming the model for problems caused by bad memory systems. Shoving more chat history into... Most agent memory systems are just glorified context windows. And this is exactly why production ag... The model is the least interesting part of a RAG agent. What actually determines whether an agent s... 𝘔𝘰𝘳𝘦 𝘨𝘳𝘢𝘯𝘶𝘭𝘢𝘳 𝘳𝘰𝘭𝘦-𝘣𝘢𝘴𝘦𝘥 𝘢𝘤𝘤𝘦𝘴𝘴 𝘤𝘰𝘯𝘵𝘳𝘰𝘭 𝘪𝘯 𝘞𝘦𝘢𝘷𝘪𝘢𝘵𝘦 ... AI agents' vocabulary explained without a 45-minute YouTube video. You're welcome. → MCP → Single ... A few weeks ago, @philipvollet, @victorialslocum and @aestheticedwar1 joined the 𝗕𝗶𝗴 ... Most companies talk about vector search. Few share what it actually takes to scale to 100M+ embeddi... I asked Claude Code to implement something trivial in my repo. Three turns later, we'd burned 80K to... Your vector search just returned five pizzas. You queried "Italian food" and got margherita, marghe... Stop treating video like text. You don’t need transcripts. You don’t need metadata. You can now em... A user searches for "caffe crema" in your speciality coffee e-commerce store. The result? 0 matches... If users don’t know what to ask your chatbot, they’ll leave. Yes, you can add a few static templat... Spending half your budget on memory just to keep your vector index running? There's a better way. ... Your multi-agent RAG system is 𝗰𝗼𝗻𝗳𝗶𝗱𝗲𝗻𝘁𝗹𝘆 𝘄𝗿𝗼𝗻𝗴. And you can't tell by looking at ... Everyone's talking about 'agentic AI' but few show you how to build it. This video walks through th... 𝗬𝗼𝘂𝗿 𝗥𝗔𝗚 𝘀𝘆𝘀𝘁𝗲𝗺 𝗽𝗿𝗼𝗱𝘂𝗰𝗲𝘀 "𝗵𝗶𝗴𝗵𝗲𝗿-𝗳𝗹𝘂𝗲𝗻𝗰𝘆 ... Remote work. Flexible hours. AI community building. We're hiring 2 people for our growth team at We... Why would we build a memory product when memory.md already exists? 𝗠𝗘𝗠𝗢𝗥𝗬.𝗺𝗱 ... 𝗗𝗶𝗴𝗶𝘁𝗮𝗹𝗢𝗰𝗲𝗮𝗻 𝗗𝗲𝗽𝗹𝗼𝘆 '𝟮𝟲 is happening tomorrow in San Francisco, and we're so exc... Weaviate 1.37 is here 🚀 and it makes your database a first-class citizen of the agentic-AI stack wi... Your AI agents are burning tokens solving the same problems over and over. Long context windows won... We are so excited to welcome Brandon to our team today! 🎉 Brandon Holwerda - Product Marketing Man... Google Next is 1 week away. Don't leave without stopping by booth #4321 If you're attending Google... Weaviate Shared Cloud is now 𝗴𝗲𝗻𝗲𝗿𝗮𝗹𝗹𝘆 𝗮𝘃𝗮𝗶𝗹𝗮𝗯𝗹𝗲 𝗼𝗻 𝗔𝗪𝗦! Teams standardizing... Everyone thinks prompt engineering is just "being nice to ChatGPT". There’s more to it than that. ... Production-ready legal AI within 24 hours. Here's the technical breakdown of how we did it for our ... We spent weeks testing text vs. image retrieval for RAG. The winner? 𝗡𝗲𝗶𝘁𝗵𝗲𝗿. Our recent pu... PDF import just landed in Weaviate Agent Skills! Point Claude Code (or any agent) at a PDF, and it ... We are so excited to welcome Pierre to our team today! 🎉 Pierre Demagny is joining us from France ... We asked Claude why it wasn't using Engram, the memory product we'd built and given it access to. C... Most “multimodal” systems are just… conversion pipelines. Audio → transcript, video → captions, PDF... We are so excited to welcome this awesome group of people to our team today! 🎉 • Mila Vernazza - C... Vector databases can feel unfamiliar in a typical .NET stack. To make vector search feel as natural... Your RAG system isn't broken. Your chunking strategy is. 8 techniques that actually work from simpl... What if your coding agent actually knew your vector database? No hallucinations. No legacy syntax. ...

What's the difference between AI in demo vs AI in production? 𝗚𝘂𝗮𝗿𝗱𝗿𝗮𝗶𝗹𝘀. Demos show what...

Weaviate AI · 2026-04-30 · via Weaviate AI Database(@weaviate_io)

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