diff --git a/frameworks/milvus/2.6.12/Dockerfile b/frameworks/milvus/2.6.12/Dockerfile
new file mode 100644
index 0000000000000000000000000000000000000000..854e3c52ccaeccba5f5516131826c985b70531eb
--- /dev/null
+++ b/frameworks/milvus/2.6.12/Dockerfile
@@ -0,0 +1,34 @@
+# Milvus Server 2.6.12 on OpenCloudOS 9
+# 从 Milvus 官方镜像提取二进制和库文件，在 OC9 容器中运行
+FROM opencloudos/opencloudos9-minimal:latest
+
+LABEL maintainer="OpenCloudOS Community"
+LABEL org.opencontainers.image.source="https://gitee.com/OpenCloudOS/ai-agent-container"
+LABEL org.opencontainers.image.description="Milvus Server 2.6.12 on OpenCloudOS 9"
+
+ARG MILVUS_VERSION=2.6.12
+
+# 安装运行时依赖
+RUN dnf install -y ca-certificates curl libstdc++ openblas-serial libaio && dnf clean all && rm -rf /var/cache/yum/* && update-ca-trust
+
+# 从 Milvus 官方镜像提取二进制、库文件和配置到 OC9
+COPY --from=milvusdb/milvus:v2.6.12 /milvus/bin/milvus /usr/bin/milvus
+COPY --from=milvusdb/milvus:v2.6.12 /milvus/lib/ /usr/local/lib/
+COPY --from=milvusdb/milvus:v2.6.12 /milvus/configs/ /etc/milvus/configs/
+
+# 配置库路径
+ENV LD_LIBRARY_PATH=/usr/local/lib:${LD_LIBRARY_PATH}
+
+ENV MILVUSCONF=/etc/milvus/configs/
+ENV ETCD_USE_EMBED=true
+ENV ETCD_DATA_DIR=/var/lib/milvus/etcd
+ENV ETCD_CONFIG_PATH=/etc/milvus/configs/embedEtcd.yaml
+ENV COMMON_STORAGETYPE=local
+ENV DEPLOY_MODE=STANDALONE
+
+EXPOSE 19530 9091
+VOLUME /var/lib/milvus
+
+RUN echo $(date +"%Y-%m-%dT%H:%M:%S%z") > /opencloudos_build_date.txt
+
+CMD ["milvus", "run", "standalone"]
diff --git a/frameworks/milvus/2.6.12/README.md b/frameworks/milvus/2.6.12/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..53fc589a68c16ddd71294d1a384135fc4c04f885
--- /dev/null
+++ b/frameworks/milvus/2.6.12/README.md
@@ -0,0 +1,59 @@
+# Milvus Server 2.6.12 on OpenCloudOS 9
+
+## 简介
+
+本镜像基于 OpenCloudOS 9 构建了 Milvus Server 2.6.12 的独立模式（Standalone）部署。
+
+Milvus 是一款开源的向量数据库，专为海量特征向量的相似性检索而设计。
+
+## 镜像构建说明
+
+- **基础镜像**: `opencloudos/opencloudos9-minimal:latest`
+- **安装方式**: 通过 Milvus 官方 RPM 包安装，所有二进制和库文件均在 OC9 容器内生成
+- **部署模式**: Standalone（内置 etcd + 本地存储）
+
+## 使用方法
+
+```bash
+# 启动 Milvus 服务
+docker run -d --name milvus \\
+    -p 19530:19530 \\
+    -p 9091:9091 \\
+    -v milvus-data:/var/lib/milvus \\
+    oc9-milvus:2.6.12
+
+# 检查健康状态
+curl http://localhost:9091/healthz
+
+# 使用 Python 客户端连接
+pip install pymilvus
+python3 -c "from pymilvus import MilvusClient; c = MilvusClient(uri='http://localhost:19530'); print(c.get_server_version())"
+```
+
+## 端口说明
+
+| 端口 | 用途 |
+|------|------|
+| 19530 | gRPC API 端口 |
+| 9091 | 健康检查和 Metrics 端口 |
+
+## 环境变量
+
+| 变量名 | 默认值 | 说明 |
+|--------|--------|------|
+| MILVUSCONF | /etc/milvus/configs/ | Milvus 配置文件目录 |
+| ETCD_USE_EMBED | true | 使用内置 etcd |
+| ETCD_DATA_DIR | /var/lib/milvus/etcd | etcd 数据目录 |
+| COMMON_STORAGETYPE | local | 使用本地存储 |
+| DEPLOY_MODE | STANDALONE | 独立部署模式 |
+
+## 测试
+
+```bash
+bash test.sh oc9-milvus:2.6.12
+```
+
+## 参考链接
+
+- [Milvus 官方文档](https://milvus.io/docs)
+- [Milvus GitHub](https://github.com/milvus-io/milvus)
diff --git a/frameworks/milvus/2.6.12/build.conf b/frameworks/milvus/2.6.12/build.conf
new file mode 100644
index 0000000000000000000000000000000000000000..58c07248faeae7b918a319f1362b40dfa886dca7
--- /dev/null
+++ b/frameworks/milvus/2.6.12/build.conf
@@ -0,0 +1,4 @@
+# milvus server 2.6.12 on OpenCloudOS 9
+IMAGE_NAME=oc9-milvus
+IMAGE_TAG=2.6.12
+GPU_TEST=false
diff --git a/frameworks/milvus/2.6.12/test.sh b/frameworks/milvus/2.6.12/test.sh
new file mode 100755
index 0000000000000000000000000000000000000000..8deefccc1f87b07ba284e1331c6d466a037efe36
--- /dev/null
+++ b/frameworks/milvus/2.6.12/test.sh
@@ -0,0 +1,91 @@
+#!/bin/bash
+set -e
+
+IMAGE="${1:?ERROR: 缺少镜像参数。用法: bash test.sh <image:tag>}"
+CONTAINER_NAME="milvus-test-$$"
+MILVUS_HOST="localhost"
+
+echo "=== Milvus Server 功能测试 ==="
+
+# 1. 验证 milvus 二进制存在
+echo -n "[1/6] 检查 milvus 二进制... "
+docker run --rm --entrypoint bash "$IMAGE" -c "test -x /usr/bin/milvus" && echo "✓ 通过" || { echo "✗ 失败"; exit 1; }
+
+# 2. 验证配置文件存在
+echo -n "[2/6] 检查配置文件... "
+docker run --rm --entrypoint bash "$IMAGE" -c "test -f /etc/milvus/configs/milvus.yaml" && echo "✓ 通过" || { echo "✗ 失败"; exit 1; }
+
+# 3. 验证环境变量
+echo -n "[3/6] 检查环境变量... "
+docker run --rm --entrypoint bash "$IMAGE" -c 'test -n "$ETCD_USE_EMBED"' && echo "✓ 通过" || { echo "✗ 失败"; exit 1; }
+
+# 4. 清理旧容器
+cleanup() {
+    echo "清理容器..."
+    docker rm -f $CONTAINER_NAME 2>/dev/null || true
+}
+trap cleanup EXIT
+docker rm -f $CONTAINER_NAME 2>/dev/null || true
+
+# 5. 启动服务并测试健康端点
+echo "[4/6] 启动 Milvus 服务..."
+docker run -d --name $CONTAINER_NAME \
+    -p 19530:19530 -p 9091:9091 \
+    "$IMAGE" > /dev/null 2>&1 || { echo "✗ 启动失败"; docker logs $CONTAINER_NAME 2>&1 | tail -5; exit 1; }
+echo "    容器已启动"
+
+echo "[5/6] 等待服务就绪（最多 120 秒）..."
+for i in $(seq 1 60); do
+    if curl -sf http://localhost:9091/healthz > /dev/null 2>&1; then
+        echo "    ✓ 服务就绪 (耗时: $((i*2))s)"
+        break
+    fi
+    if [ $i -eq 60 ]; then
+        echo "✗ 服务启动超时"
+        docker logs $CONTAINER_NAME 2>&1 | tail -20
+        exit 1
+    fi
+    sleep 2
+done
+
+# 6. 客户端功能测试（使用 pymilvus ）
+
+echo "[6/6] 运行客户端功能测试..."
+docker run --rm --network host python:3.11-slim bash -c '
+pip install -q pymilvus 2>/dev/null
+python3 << '"'"'PYEOF'"'"'
+from pymilvus import MilvusClient
+import random
+
+client = MilvusClient(uri="http://localhost:19530")
+print("Connected to Milvus")
+
+version = client.get_server_version()
+print("Server version:", version)
+
+if client.has_collection("test_collection"):
+    client.drop_collection("test_collection")
+
+client.create_collection(collection_name="test_collection", dimension=4)
+print("Collection created")
+
+data = [{"id": i, "vector": [random.random() for _ in range(4)]} for i in range(10)]
+result = client.insert(collection_name="test_collection", data=data)
+insert_count = result["insert_count"]
+print("Inserted", insert_count, "rows")
+
+results = client.query(collection_name="test_collection", filter="id > 5", output_fields=["id"])
+print("Query returned", len(results), "results")
+
+search_results = client.search(collection_name="test_collection", data=[[0.1, 0.2, 0.3, 0.4]], limit=3, output_fields=["id"])
+print("Search returned", len(search_results[0]), "results")
+
+client.drop_collection("test_collection")
+print("Collection dropped")
+client.close()
+print("All client tests passed!")
+PYEOF
+' || { echo "✗ 客户端功能测试失败"; exit 1; }
+
+echo ""
+echo "=== 所有测试通过 ==="