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![11 | © Copyright 2025 Zilliz
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11 | © Copyright 2025 Zilliz
Json Shredding
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Performance Improvement 10310x
in our dynamic field test](https://image.slidesharecdn.com/milvus2-250620214342-947159c1/85/Open-Source-Milvus-Vector-Database-v-2-6-11-320.jpg)
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Open Source Milvus Vector Database v 2.6
Milvus 2.6 introduces major architectural improvements that dramatically reduce **storage**, **compute**, and **operational** costs—without compromising on performance. - **New Features for All Users**: How **tiered storage**, **vector quantization**, and a **diskless WAL** (with Woodpecker) can **cut infrastructure costs by up to 10X**—ideal for scaling AI workloads affordably. - **For Existing Users**: How **Milvus 2.6** simplifies your operations with new features like **CDC + BulkInsert** for easier data replication and **native package support** that streamlines installation and upgrades (no more manual dependencies or setup headaches!). - How **Milvus 2.6** boosts **developer productivity** with built-in tools for ingestion, **advanced search, analytics, and reranking**—making it easier than ever to iterate and deploy your AI applications. - What's next on the **Milvus roadmap**: Insights into future enhancements and how they’ll further streamline your workflows.
