Emily Kurze retweeted
TwelveLabs: AI platform for deep video understanding by @EmilyinTech and @ManInThere producthunt.com/products/twe…
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
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
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
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-…
Emily Kurze retweeted
🎉 Announcing Milvus 2.5: Smarter Search, Better Performance
See the latest additions 👇
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
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
Milvus is featured on @10words_io today! Help support them by voting at 10words.io (cc @chris_churilo)
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.
Emily Kurze retweeted
Elasticsearch Was Great, But Vector Databases Are the Future | By Jiang Chen
#AI #Databases
thenewstack.io/elasticsearch…
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
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
🔍 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
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
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
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
























