Open source tech enthusiast. Tweets are my own.

Sacramento, CA
Joined April 2016
Emily Kurze retweeted
If I had to learn AI Product Management again, I would start here: 🧵
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And this is why marketers shouldn't feel shame if they don't have experience with every tool. This landscape is WILD! 👀
Released just minutes ago, the new 2025 Marketing Technology Landscape! Over the past 15 years, it's grown to over 15,000 products. That's a staggering 100X growth — 10,156%. But beneath that mind-numbing number is a fascinating story of how marketing and martech are evolving in the age of AI. While the scale of the landscape grew a modest 9% from 2024 to 2025, mostly with new AI-native martech startups, it also saw significant churn from the previous generation of martech ventures. I've written up some of my "hot takes" on this hot mess on chiefmartec: chiefmartec.com/2025/05/2025… It includes a hi-res, clickable 40MB PDF of the landscape that you can print wall-sized if you'd like. But if you want an even deeper dive into the dynamics at play here, I also include access to our 132-page State of Martech 2025 report that was just published today as well. This epic labor of love is joint production between myself and Frans Riemersma of MartechTribe and a small army of researchers and volunteers around the globe. I've often called Frans my brother-in-martech, as it's quite possible that his passion for this project even exceeds my own. May a thousand slide decks now be updated! #martech #marketing #AI #MartechDay
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Emily Kurze retweeted
1/ Weekend project! We just dropped a hands-on tutorial with @awsdevelopers showing you how to build your own multimodal search system that understands images AND text. 🔎See the thread for the 3-step system #AWS #Multimodal #RAG
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Emily Kurze retweeted
Like reading ocean patterns, searching data requires catching both big waves (semantic meaning) and subtle ripples (exact matches) 🌊 That's why we unified vector + keyword search in Milvus 2.5 🔍 🌊 Watch all the updates: youtube.com/watch?v=b15f2hKz… #HybridSearch #Vectordatabase #AI #Milvus
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Emily Kurze retweeted
Implementing hybrid search? Check out our LIVE technical workshop on Milvus 2.5's native full-text search capabilities this Thursday, Dec 19. We'll dive into the code for: ✨ Combining vector similarity with term-based matching 📈 Implementing real-time BM25 scoring 🚀 Building efficient RAG pipelines without manual embedding generation 🎯 Optimizing search relevance with semantic + term-based approaches zilliz.com/event/milvus-2-5-…
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Emily Kurze retweeted
🎉 Announcing Milvus 2.5: Smarter Search, Better Performance See the latest additions 👇
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Emily Kurze retweeted
Introducing Milvus 2.5 with built-in full-text search capabilities and more! 🔍 Here’s the TLDR on new updates: 🔎Built-in full-text search with Sparse-BM25 💬Advanced text matching using Tantivy's analyzers & Indexing 🏃New Bitmap indexing for faster filtering +More! Links below to learn more 👇 #Milvus #Launch #Vectordatabase #Search #HybridSearch #FullText #ML #AI
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Emily Kurze retweeted
Check out this recent blog post from SambaNova on how to get started building RAG with SambaNova and Milvus: sambanova.ai/blog/zilliz-pow… You’ll use the AI Starter Kit to develop an example app with a UI! Key takeaways: * SambaNova’s hardware and infrastructure-as-a-service accelerate Gen AI inference manyfold over GPU hardware. * Milvus, the leading open-source vector database, scales to tens-of-billions of vectors. * Together, they can be used to construct highly performant and scalable RAG / agentic systems. #SambaNova #Milvus #GenerativeAI #RAG #VectorDatabases
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Emily Kurze retweeted
Vector Database Wrapped for 2024 🌐 Which one are you? #Vectordatabases #Wrapped2024 #AI #Milvus
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Milvus is featured on @10words_io today! Help support them by voting at 10words.io (cc @chris_churilo)
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If you have a minute to support our Product Hunt launch, please do! 🙏
Join us in celebrating the launch of Zilliz Cloud Serverless, our newest vector database solution for GenAI applications, on Product Hunt! 🎉 Check it out: producthunt.com/posts/zilliz… Your support has been instrumental in getting us to this point. We'd love for you to join the discussion on Product Hunt and share your experience with our community.
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Emily Kurze retweeted
We wrapped #AIHack2024 in Berlin with @googlecloud, @MistralAI, @elevenlabs, @generalcatalyst & @langfuse! 🌟 24+ hours. 100 builders. And countless lines of code showcasing the next wave of AI innovation. 💪 Huge thanks to: 💻 Our amazing participants who coded through the night 👥The mentors who shared their expertise 🤝 Our partners for providing their awesome tech stack 🥇The judges who had the tough job of picking winners Swipe through for some moments captured during the hackathon! 📸 Stay tuned for the next one. 😉 Video recap below👇 #AIHackathon #BerlinTech #Innovation #BuildersBuilding #AI #TechCommunity #Hackathon
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Emily Kurze retweeted
Imagine trying to have a conversation while forgetting everything you've ever learned after each sentence. Sounds challenging, doesn't it? 😅 This is the exact reason why event agents can use a Vector DB like Milvus! 💾 zilliz.com/blog/critical-rol… #Milvus #Vectordb #Agents
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Distract yourself from election-watching with this breakdown of the HNSW library. #milvus #zilliz
🔍 Curious how AI finds instant matches in massive datasets? Meet HNSWlib: The secret sauce behind lightning-fast vector search! 🚀 Faster than traditional kNN 🎯 Powers recommendation systems & RAG ⚡ Balances speed & accuracy 🔗 Open-source & enterprise-ready 👇 Deep dive in article zilliz.com/learn/learn-hnswl… #AI #MachineLearning #milvus #vectordb
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Looking for a weekend retrieval augmented generation project?
Weekend project: Let’s build Multimodal #RAG using Pixtral with vLLM and #Milvus 👇
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Emily Kurze retweeted
Using the latest @nvidia trained open models, which can include models trained for multiple human languages and is easily extensible. This is a game changer in solving hard use cases with best practices. 🏃Real-World Application ⚒️Fast Vector Search with #Milvus 💾Open Source GPU Models Read, run and deploy: developer.nvidia.com/blog/th… #Vectordb #Vectorsearch #OpenSource Creds @NVIDIAAI
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Emily Kurze retweeted
The creator of Milvus, @starlordxie, celebrating the milestone of 30,000 stars on GitHub! 🌟 🎉 Congratulations to all of YOU for your contribution to open-source 👏 🙌 🤝 #Milvus #Vectordatabase #Celebration #Milestone #GitHub #OpenSource
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Emily Kurze retweeted
🌟 30,000 Milvus stars 🌟 🤯 Thanks for contributing to our open-source community! "Milvus wouldn't be the same without you - without our users, contributors, and companies using us!" @stephenbtl #OpenSource #Milvus #Community #Milestone #GitHub #Vectordatabase
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