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<span id='news'/>
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## 📣 Latest News
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* *<mark>[new]</mark>* 🔥🔥 **[2025-07-15]**: **🔌 Support** for [Chromadb](#memoryos_chromadb-getting-started) and [Docker](#docker-getting-started)
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* *<mark>[new]</mark>* 🔥🔥 🔥 **[2025-07-15]**: **🔌 Support** for Vector Database [Chromadb](#memoryos_chromadb-getting-started)
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* *<mark>[new]</mark>* 🔥🔥 🔥 **[2025-07-15]**: **🔌 Integrate** [Docker](#docker-getting-started) into deployment
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* *<mark>[new]</mark>* 🔥🔥 **[2025-07-14]**: **⚡ Acceleration** of MCP parallelization
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* *<mark>[new]</mark>* 🔥🔥 **[2025-07-14]**: **🔌 Support** for BGE-M3 & Qwen3 embeddings on PyPI and MCP.
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* *<mark>[new]</mark>* 🔥 **[2025-07-09]**: **📊 Evaluation** of the MemoryOS on LoCoMo Dataset: Publicly Available [👉Reproduce](#reproduce).
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MemoryOS is continuously evolving! Here's what's coming:
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- **Ongoing🚀**: Support for **vector database**
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- **Ongoing🚀**: The deployment methods of **Docker**
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- **Ongoing🚀**: **Integrated Benchmarks**: Standardized benchmark suite with a cross-model comparison for Mem0, Zep, and OpenAI
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- 🏗️ Enabling seamless Memory exchange and integration across diverse systems.
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- 🔧 **More Tool Operation in MCP**: Integration with more tool like **modify**, **delete**
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