Emily Kurze

Open source tech enthusiast. Tweets are my own.

[Dmitry Noranovich @javaeeeee1]

TwelveLabs: AI platform for deep video understanding by @EmilyinTech and @ManInThere https://t.co/zHh46zVRfk

[Paweł Huryn @PawelHuryn]

If I had to learn AI Product Management again, I would start here: 🧵

[Emily Kurze @EmilyinTech]

And this is why marketers shouldn't feel shame if they don't have experience with every tool. This landscape is WILD! 👀

[Scott Brinker @chiefmartec]

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:

https://t.co/cG5fMhfrgS

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

[Milvus @milvusio]

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

[Milvus @milvusio]

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: https://t.co/I5Vl3klt3i

#HybridSearch #Vectordatabase #AI #Milvus

[Milvus @milvusio]

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

https://t.co/ZlYLut4jXs

[Milvus @milvusio]

🎉 Announcing Milvus 2.5: Smarter Search, Better Performance

See the latest additions 👇

[Milvus @milvusio]

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

[Milvus @milvusio]

Check out this recent blog post from SambaNova on how to get started building RAG with SambaNova and Milvus:
https://t.co/miZAuwKguF

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 @milvusio]

Vector Database Wrapped for 2024 🌐 Which one are you?

#Vectordatabases #Wrapped2024 #AI #Milvus

[Emily Kurze @EmilyinTech]

Milvus is featured on @10words_io today! Help support them by voting at https://t.co/7NbneyYbn9 (cc @chris_churilo)

[Emily Kurze @EmilyinTech]

If you have a minute to support our Product Hunt launch, please do! 🙏

[Zilliz @zilliz_universe]

Join us in celebrating the launch of Zilliz Cloud Serverless, our newest vector database solution for GenAI applications, on Product Hunt! 🎉

Check it out: https://t.co/4L6pbq97KI

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.

[The New Stack @thenewstack]

Elasticsearch Was Great, But Vector Databases Are the Future | By Jiang Chen

#AI #Databases

https://t.co/FKY5ehsczj

[Milvus @milvusio]

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

[Milvus @milvusio]

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! 💾
https://t.co/dMRaDs0iII

#Milvus #Vectordb #Agents

[Emily Kurze @EmilyinTech]

Distract yourself from election-watching with this breakdown of the HNSW library.

#milvus #zilliz

[Milvus @milvusio]

🔍 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 https://t.co/FaGa5v3aIQ

#AI #MachineLearning #milvus #vectordb

[Emily Kurze @EmilyinTech]

Looking for a weekend retrieval augmented generation project?

[Milvus @milvusio]

Weekend project: Let’s build Multimodal #RAG using Pixtral with vLLM and #Milvus 👇

[Milvus @milvusio]

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:
https://t.co/vbCm4z3mxA

#Vectordb #Vectorsearch #OpenSource

Creds @NVIDIAAI

[Milvus @milvusio]

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

[Milvus @milvusio]

🌟 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