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1 change: 1 addition & 0 deletions README.md
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Expand Up @@ -239,6 +239,7 @@ The MCP server provides tools for memory management including adding, searching,

| Version | Release Date | Function |
|---------|--------------|---------|
| 1.1.0 | 2026.04.02 | <ul><li>Storage · Embedded seekdb: run embedded seekdb locally via ob_path, without deploying a separate database service</li></ul> |
| 1.0.0 | 2026.03.16 | <ul><li>PowerMem CLI (pmem): memory operations, config management, backup/restore/migrate, interactive shell, and shell completion</li><li>Web Dashboard for memory management and visualization</li></ul> |
| 0.5.0 | 2026.02.06 | <ul><li>Unified configuration governance across SDK/API Server (pydantic-settings based)</li><li>Added OceanBase native hybrid search support</li><li>Enhanced Memory query handling and added sorting support for memory list operations</li><li>Added user profile support for custom native-language output</li></ul> |
| 0.4.0 | 2026.01.20 | <ul><li>Sparse vector support for enhanced hybrid retrieval, combining dense vector, full-text, and sparse vector search</li><li>User memory query rewriting - automatically enhances search queries based on user profiles for improved recall</li><li>Schema upgrade and data migration tools for existing tables</li></ul> |
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1 change: 1 addition & 0 deletions README_CN.md
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Expand Up @@ -240,6 +240,7 @@ MCP Server提供记忆管理工具,包括添加、搜索、更新和删除记

| Version | Release Date | Function |
|---------|-------|---------|
| 1.1.0 | 2026.04.02 | <ul><li>存储端 · 嵌入式 seekdb:通过 ob_path 在本地运行嵌入式seekdb,无需单独部署数据库服务</li></ul> |
| 1.0.0 | 2026.03.16 | <ul><li>PowerMem CLI (pmem):记忆操作、配置管理、备份/恢复/迁移、交互式 shell、shell 补全</li><li>Web Dashboard:记忆管理与可视化</li></ul> |
| 0.5.0 | 2026.02.06 | <ul><li>统一 SDK/API Server 配置治理(基于 pydantic-settings)</li><li>新增 OceanBase native hybrid search 支持<li>增强 Memory 查询处理并支持记忆列表排序</li><li>新增用户画像支持自定义原生语言<li></ul> |
| 0.4.0 | 2026.01.20 | <ul><li>稀疏向量支持,增强混合检索能力,融合密集向量、全文检索和稀疏向量三种检索方式</li><li>用户画像查询改写功能,基于用户画像自动改写查询以提升搜索召回率</li><li>表结构升级和数据迁移工具,支持现有表的平滑升级</li></ul> |
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1 change: 1 addition & 0 deletions README_JP.md
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Expand Up @@ -239,6 +239,7 @@ MCP サーバーは、メモリの追加、検索、更新、削除を含むメ

| Version | Release Date | Function |
|---------|-------|---------|
| 1.1.0 | 2026.04.02 | <ul><li>ストレージ · 組み込み seekdb:<code>ob_path</code> でローカルに組み込み seekdb を実行でき、別途データベースサービスをデプロイする必要がありません</li></ul> |
| 1.0.0 | 2026.03.16 | <ul><li>PowerMem CLI (pmem):メモリ操作、設定管理、バックアップ/リストア/マイグレーション、対話型シェル、シェル補完</li><li>Web Dashboard:メモリ管理と可視化</li></ul> |
| 0.5.0 | 2026.02.06 | <ul><li>SDK/API Server の設定ガバナンスを統一(pydantic-settings ベース)</li><li>OceanBase の native hybrid search を追加</li><li>Memory のクエリ処理を強化し、メモリ一覧のソートに対応</li><li>ユーザープロフィールでカスタムのネイティブ言語出力をサポート</li></ul> |
| 0.4.0 | 2026.01.20 | <ul><li>スパースベクトルサポート、高密度ベクトル、全文検索、スパースベクトルの3つの検索方式を融合したハイブリッド検索機能の強化</li><li>ユーザーメモリクエリ書き換え機能、ユーザープロフィールに基づいてクエリを自動的に書き換え、検索の再現率を向上</li><li>既存テーブルのスキーマアップグレードとデータ移行ツール</li></ul> |
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