New blog: Monitor #Milvus deployments with #Grafana & Loki. Juggling massive embedding vectors or diving deep into AI/ML? This one's for you. 🚀

Make your life a bit easier by knowing what is happening in your cluster!
bit.ly/3Uk7ws6

New tutorial with Ray Data and Milvus! ⬇️

Can't make it to tomorrow's Unstructured Data Meetup SF? 🎥 Watch the live stream on Twitch starting at 6:30 PM PT on April 16! Hear from Zilliz, LlamaIndex 🦙 and Voyage AI.

🔗 bit.ly/42JTAde

🚀 Tired of coding heartbreaks? Install Milvus Go SDK now and unlock seamless integration with Milvus.

It's as easy as $ go get -u github.com/milvus-io/milv….

#Golang #SDK #Milvus 🔍

Have you heard of #CAGRA ? Learn how it's even faster than #HNSW 🏎️

Check out a new article on LLMs and Search (zilliz.com/learn/large-la…) published on Zilliz's learn! And discover how the world's most popular open-source vector database, Milvus (@milvusio), is transforming AI-based applications such as #RAG and #search !

Milvus is now available as a retrieval module in #DSPy , a programmatic LLM optimization framework by Stanford NLP Group. #DSPy provides composable and declarative modules for instructing LMs in Pythonic syntax. dspy-docs.vercel.app/docs/deep-dive…

🎶 Want to build your own personalized music recommender? You're in luck! Community member Igor Gorbenko created one with #Milvus , #Kafka and #PostgreSQL . He shares the method, process, and Jupyter notebook with the code.

python.plainenglish.io/harmony-in-dat…

Zilliz CEO Charles Xie joined fellow execs from Intel Deloitte Red Hat and IBM watsonx to talk about the potential and challenges for enterprises adopting and building #AI technologies on the #IntelVision main stage.

Did you hear the news? 👂 Milvus is the integrated vector database in IBM watsonx.data in the data lakehouse. Milvus's strength at scale empowers watsonx.data users to unify, curate & prepare vectorized embeddings for their #GenAI applications.
ibm.co/3Jb0EXB

Expanded retrieval-augmented generation options can eliminate developer dependence on OpenAI. thenewstack.io/rag-without-op… #Database #AI #LargeLanguageModels Zilliz

In Milvus, grouping search by a specific field can avoid redundancy of the same field item in the results.

🐶 Watch this quick video explaining groupby search with a Snoopy example!

Full webinar: bit.ly/3U2bQvQ

Deploy Milvus on Kubernetes (K8s) to handle massive data and scale seamlessly, keeping your AI workloads responsive! 🚀

Follow the tutorial here: bit.ly/3xo2a69

#Milvus #Kubernetes #K8s #AI #MachineLearning

📄 This tutorial uses a completely open-source RAG stack with LangChain to answer questions about Milvus using our product documentation web pages.

Try it out with your own documents!

bit.ly/47iREct

Chunk size and overlap are crucial in text processing when building your RAG app. Watch the step-by-step tutorial on building a RAG app using Milvus, OctoAI, Mixtral, and Langchain. 🤝

Full tutorial: bit.ly/3VT1Xlg

AI Agents are LLM powered tools that can use other tools to complete workflows. They can even be used for another popular LLM powered use case - RAG.

🦙🐦 Use AI Agents to do your dirty work for you with LlamaIndex 🦙 and #Milvus in this code tutorial bit.ly/3xmi6Wv

Integrating time series data with a vector database can help take analytics and #ML applications to the next level! 🚀

Explore the synergy between #InfluxDB and vector database @Milvusio. ⬇️ bit.ly/3vwp7mW

Milvus 2.4 supports multivector search, allowing simultaneous search and reranking of different vector types within the same Milvus system. we built this capability because the industry is moving towards multimodal models with the release of #GPT4 and #Claude3 .

This tutorial demonstrates getting started using the #Milvus .NET SDK with a sample project explaining semantic similarity with a visualization of movies based on their embedding vector representations.

🎥 Lights, camera, action! bit.ly/48Nc4ex #VectorDatabase

The #VectorDatabase plays a critical role in the most popular #LLM application: chatbots.

But since the primary function of the vector database is to let you work with #UnstructuredData , that's just one thing it can be used for!

🔗 bit.ly/3VrBriJ #Milvus