​🔄 Class 8: Build Real-Time AI Apps with ZeroDB’s /events/stream API

​Mastering the AI-Native Stack: Build Faster, Smarter with AI-Powered Tools

​Agents thrive on context — and real-time events let you deliver that context instantly. In this class, you’ll learn how to use ZeroDB’s /events/stream API to subscribe to live data updates, user actions, and inter-agent signals — without polling or delays.

​Perfect for chatbots, trading agents, collaborative tools, or anything that needs to react the moment something happens.

​🧠 What You’ll Learn

​✅ How to stream real-time data with ZeroDB
✅ How to subscribe agents to events via /events/stream
✅ How to publish events that trigger behaviors or state updates
✅ How to build reactive pipelines between users, systems, and agents
✅ How to manage sessions, topics, and event channels

​🧑‍💻 Live Coding

• ​Publish user actions as events

• ​Set up a FastAPI WebSocket listener

• ​Stream events into an agent loop or memory store

• ​Build a multi-agent "call-and-response" chain with events

​⚙️ Tools We’ll Use

• ​🌐 /events/publish and /events/stream endpoints

• ​📡 Redpanda (event backend) via ZeroDB

• ​🧠 Python WebSockets (or your preferred runtime)

• ​🧰 LangChain/Autogen or custom agent loop

​👥 Who Should Attend

• ​Realtime product builders

• ​Developers building chat, collab, or live dashboards

• ​AI teams needing event-based triggers

• ​Hackers building async agents with signals

​🗓 When?

​Every Wednesday — 60 minutes
Includes event bus sandbox access, pub/sub exercises, and agent demo labs

​🎯 Why Join This Class?

​🧠 Make your AI agents responsive in real time
📡 Learn pub/sub patterns for LLM workflows
🔧 Build event-driven backends without Kafka or Redis setup
🚀 Create smarter, faster user-agent interactions

​✅ Class Take Aways

• ​Working /events/stream integration

• ​Starter agent event loop pattern

• ​Sample WebSocket + PubSub clients

• ​Deployment tips for scalable event-driven agents

​📌 Sign Up Now

​Spaces are limited — claim your ZeroDB vector storage workshop seat! 👉 Reserve Your Spot