OpenAgents x Milvus: How to Build Smarter Multi-Agent Systems That Share Memory

This post details the integration of Milvus with the OpenAgents framework to provide a scalable, high-performance long-term memory layer for multi-agent systems. It highlights how Milvus enables semantic search, billion-scale horizontal scalability, and multi-tenant isolation through Partition Key for agent memory. The post also provides a practical example of building a developer-support community chatbot using OpenAgents and Milvus, demonstrating how agent conversations, past solutions, and user queries are stored and retrieved via vector embeddings.