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5555## 📣 Latest News
56- * * <mark >[ new] </mark >* 🔥🔥 ** [ 2025-07-15] ** : ** 🔌 Support** for [ Chromadb] ( #memoryos_chromadb-getting-started ) and [ Docker] ( #docker-getting-started )
56+ * * <mark >[ new] </mark >* 🔥🔥 🔥 ** [ 2025-07-15] ** : ** 🔌 Support** for Vector Database [ Chromadb] ( #memoryos_chromadb-getting-started )
57+ * * <mark >[ new] </mark >* 🔥🔥 🔥 ** [ 2025-07-15] ** : ** 🔌 Integrate** [ Docker] ( #docker-getting-started ) into deployment
5758* * <mark >[ new] </mark >* 🔥🔥 ** [ 2025-07-14] ** : ** ⚡ Acceleration** of MCP parallelization
5859* * <mark >[ new] </mark >* 🔥🔥 ** [ 2025-07-14] ** : ** 🔌 Support** for BGE-M3 & Qwen3 embeddings on PyPI and MCP.
5960* * <mark >[ new] </mark >* 🔥 ** [ 2025-07-09] ** : ** 📊 Evaluation** of the MemoryOS on LoCoMo Dataset: Publicly Available [ 👉Reproduce] ( #reproduce ) .
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417418MemoryOS is continuously evolving! Here' s what' s coming:
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419- - ** Ongoing🚀** : Support for ** vector database**
420- - ** Ongoing🚀** : The deployment methods of ** Docker**
421420- ** Ongoing🚀** : ** Integrated Benchmarks** : Standardized benchmark suite with a cross-model comparison for Mem0, Zep, and OpenAI
422421- 🏗️ Enabling seamless Memory exchange and integration across diverse systems.
423- - 🔧 ** More Tool Operation in MCP** : Integration with more tool like ** modify** , ** delete**
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