Query Agent in Console, No-Code AI Agents, a Kafka Connector, and... Korean Skincare?

Hello Weaviate Community! 🤗

What if building AI agents was as easy as drag-and-drop? (Spoiler: now it is.)

Our new n8n community node is here to change how you build, and our new interactive Query Agent is ready in the console to change how you test.

But that's just the start. This week, we also cover real-time data pipelines with our new Kafka connector, an inside look at how AI personalizes Korean skincare, and more.

Let’s go!

Build No-Code AI Agents with Weaviate + n8n

Our new community node lets you build AI-native, agentic workflows without writing a single line of code. Easily connect Weaviate to LLMs, tools, and platforms like Slack, Notion, and GitHub, all in n8n’s visual editor. To show what’s possible, we built a free template that scrapes AI research, enriches it with LLMs, stores it in Weaviate, analyzes trends, and emails you a weekly summary.

Ready to build your first no-code workflow? Here’s how to get started in minutes:

1. Launch Your Free Weaviate Cloud Cluster →

2. Follow the Weaviate Quickstart → 

Latest AI & tech insights

Explore our recent Weaviate content:

Read

• ✍️ Introducing the New Weaviate Confluent Apache Kafka® Connector: Real-Time Vector Data Pipelines Made Easy. Read the blog

• 🌐 Latency and Weaviate: Choosing the Right Region for your Vector Database. Read the blog

• 💅 Introducing Glowe: Agent-Powered Korean Skincare Routines: Glowe is a Korean beauty recommendation app that uses domain knowledge agents, custom embedding strategies, and vector search to create personalized skincare routines. Try now **or read the blog

• 🛠️ How We Are Building the Core of the AI-Native Stack: How Weaviate's day zero, day one, and day two mindset helps developers build AI-native applications. Read the blog

• 🤝 How Constella Uses Weaviate for Vector Search (RAG) and Cross-Platform Syncing across Devices for Consumer Apps. Read the blog

Watch

• 🎙 Agentic Topic Modeling with Maarten Grootendorst: Explore how BERTopic's modular design and LLMs are reshaping topic modeling. Watch the full podcast

• 📽️ Weaviate TECH Hands-On: Personalization Agent: In this hands-on workshop session, JP dives into building personalized recommendation systems and user personalized queries for the Weaviate vector database using the Weaviate Personalization Agent. Watch the video

• 📽️ Weaviate TECH Hands-On: Query Agent in JavaScript: In this session, Daniel walks you through our Weaviate Query Agent and uses the agent to build an Agentic RAG system in JavaScript. Watch the video

Product highlights

Check out our latest product updates. Or follow along in the #announcement channel in the Weaviate Community Slack.

New in Weaviate Cloud: Interactive Query Agent ✨

Chat with your data directly in the Weaviate Cloud (WCD) console!

We're excited to introduce the interactive Query Agent, a pre-built agentic service (currently in preview) designed to answer natural language questions based on the data stored in your cluster.

It’s the perfect way to quickly test, debug, and understand how an agent interacts with your vectors without writing any code.

Try the Query Agent in WCD → | Read the Docs →

• 📝 Weaviate Core v1.31.5, v1.30.11, and v1.29.9 – Now with support for the Gemini embedding model in the text2vec-google module, plus YAML parsing fixes, schema improvements, and migration endpoint updates. Release notes

• 🤖 Transformers Inference v1.12.0 – Added support for new embedding models: intfloat/multilingual-e5-large, Qwen3-Embedding-0.6B, and Qwen3-Embedding-4B. Release notes

• ☕️ Java Client v6.0.0-beta2 – Try the latest beta with support for hybrid search, batch operations, stream pagination, and reranker/generative configs. Release notes

→ All release notes

Upcoming events

Join us online or in person for expert-led AI workshops and networking events. Connect, learn, and build with the community!

Online

• 📚 Agentic RAG Workflows with Weaviate in JavaScript | July 24th. Register here

• 🛠️ Weaviate 1.32 Release Highlights & more | July 29th. Register here

In-person

• 🌉 San Francisco | 🚨 Demo Night @ AWS | July 29th. Save your spot

Company updates

We are excited to welcome Nick, who is joining us from Canada 🇨🇦 as a Solution Engineer!

Hungry for more?

Have a question or want to connect? Say hi in the Community Slack or join our Weaviate Forum to engage in community conversations.

Follow our Blog, LinkedIn, Twitter, and YouTube for more content updates.

Weaviate is open source ➡️ Check our GitHub and star us while you're there. ⭐

See you in two weeks,

Femke