MemTensor
diff --git a/‎docker/requirements.txt‎
Lines changed: 1 addition & 1 deletion b/‎docker/requirements.txt‎
Lines changed: 1 addition & 1 deletion
diff --git a/‎src/memos/api/config.py‎
Lines changed: 30 additions & 0 deletions b/‎src/memos/api/config.py‎
Lines changed: 30 additions & 0 deletions
diff --git a/‎src/memos/api/routers/server_router.py‎
Lines changed: 1 addition & 0 deletions b/‎src/memos/api/routers/server_router.py‎
Lines changed: 1 addition & 0 deletions
diff --git a/‎src/memos/configs/graph_db.py‎
Lines changed: 54 additions & 0 deletions b/‎src/memos/configs/graph_db.py‎
Lines changed: 54 additions & 0 deletions
diff --git a/‎src/memos/graph_dbs/factory.py‎
Lines changed: 2 additions & 0 deletions b/‎src/memos/graph_dbs/factory.py‎
Lines changed: 2 additions & 0 deletions
@@ -157,4 +157,4 @@ volcengine-python-sdk==4.0.6
 watchfiles==1.1.0
 websockets==15.0.1
 xlrd==2.0.2
-xlsxwriter==3.2.5
+xlsxwriter==3.2.5
@@ -309,6 +309,32 @@ def get_milvus_config():
             "password": os.getenv("MILVUS_PASSWORD", "12345678"),
         }
 
+    @staticmethod
+    def get_polardb_config(user_id: str | None = None) -> dict[str, Any]:
+        """Get PolarDB configuration."""
+        use_multi_db = os.getenv("POLAR_DB_USE_MULTI_DB", "false").lower() == "true"
+
+        if use_multi_db:
+            # Multi-DB mode: each user gets their own database (physical isolation)
+            db_name = f"memos{user_id.replace('-', '')}" if user_id else "memos_default"
+            user_name = None
+        else:
+            # Shared-DB mode: all users share one database with user_name tag (logical isolation)
+            db_name = os.getenv("POLAR_DB_DB_NAME", "shared_memos_db")
+            user_name = f"memos{user_id.replace('-', '')}" if user_id else "memos_default"
+
+        return {
+            "host": os.getenv("POLAR_DB_HOST", "localhost"),
+            "port": int(os.getenv("POLAR_DB_PORT", "5432")),
+            "user": os.getenv("POLAR_DB_USER", "root"),
+            "password": os.getenv("POLAR_DB_PASSWORD", "123456"),
+            "db_name": db_name,
+            "user_name": user_name,
+            "use_multi_db": use_multi_db,
+            "auto_create": True,
+            "embedding_dimension": int(os.getenv("EMBEDDING_DIMENSION", 1024)),
+        }
+
     @staticmethod
     def get_mysql_config() -> dict[str, Any]:
         """Get MySQL configuration."""
@@ -540,6 +566,7 @@ def create_user_config(user_name: str, user_id: str) -> tuple[MOSConfig, General
         neo4j_community_config = APIConfig.get_neo4j_community_config(user_id)
         neo4j_config = APIConfig.get_neo4j_config(user_id)
         nebular_config = APIConfig.get_nebular_config(user_id)
+        polardb_config = APIConfig.get_polardb_config(user_id)
         internet_config = (
             APIConfig.get_internet_config()
             if os.getenv("ENABLE_INTERNET", "false").lower() == "true"
@@ -549,6 +576,7 @@ def create_user_config(user_name: str, user_id: str) -> tuple[MOSConfig, General
             "neo4j-community": neo4j_community_config,
             "neo4j": neo4j_config,
             "nebular": nebular_config,
+            "polardb": polardb_config,
         }
         graph_db_backend = os.getenv("NEO4J_BACKEND", "neo4j-community").lower()
         if graph_db_backend in graph_db_backend_map:
@@ -607,10 +635,12 @@ def get_default_cube_config() -> GeneralMemCubeConfig | None:
         neo4j_community_config = APIConfig.get_neo4j_community_config(user_id="default")
         neo4j_config = APIConfig.get_neo4j_config(user_id="default")
         nebular_config = APIConfig.get_nebular_config(user_id="default")
+        polardb_config = APIConfig.get_polardb_config(user_id="default")
         graph_db_backend_map = {
             "neo4j-community": neo4j_community_config,
             "neo4j": neo4j_config,
             "nebular": nebular_config,
+            "polardb": polardb_config,
         }
         internet_config = (
             APIConfig.get_internet_config()
 
@@ -69,6 +69,7 @@ def _build_graph_db_config(user_id: str = "default") -> dict[str, Any]:
         "neo4j-community": APIConfig.get_neo4j_community_config(user_id=user_id),
         "neo4j": APIConfig.get_neo4j_config(user_id=user_id),
         "nebular": APIConfig.get_nebular_config(user_id=user_id),
+        "polardb": APIConfig.get_polardb_config(user_id=user_id),
     }
 
     graph_db_backend = os.getenv("NEO4J_BACKEND", "nebular").lower()
 
@@ -154,6 +154,59 @@ def validate_config(self):
         return self
 
 
+class PolarDBGraphDBConfig(BaseConfig):
+    """
+    PolarDB-specific configuration.
+
+    Key concepts:
+    - `db_name`: The name of the target PolarDB database
+    - `user_name`: Used for logical tenant isolation if needed
+    - `auto_create`: Whether to automatically create the target database if it does not exist
+    - `use_multi_db`: Whether to use multi-database mode for physical isolation
+
+    Example:
+    ---
+    host = "localhost"
+    port = 5432
+    user = "postgres"
+    password = "password"
+    db_name = "memos_db"
+    user_name = "alice"
+    use_multi_db = True
+    auto_create = True
+    """
+
+    host: str = Field(..., description="Database host")
+    port: int = Field(default=5432, description="Database port")
+    user: str = Field(..., description="Database user")
+    password: str = Field(..., description="Database password")
+    db_name: str = Field(..., description="The name of the target PolarDB database")
+    user_name: str | None = Field(
+        default=None,
+        description="Logical user or tenant ID for data isolation (optional, used in metadata tagging)",
+    )
+    auto_create: bool = Field(
+        default=False,
+        description="Whether to auto-create the database if it does not exist",
+    )
+    use_multi_db: bool = Field(
+        default=True,
+        description=(
+            "If True: use multi-database mode for physical isolation; "
+            "each tenant typically gets a separate database. "
+            "If False: use a single shared database with logical isolation by user_name."
+        ),
+    )
+    embedding_dimension: int = Field(default=1024, description="Dimension of vector embedding")
+
+    @model_validator(mode="after")
+    def validate_config(self):
+        """Validate config."""
+        if not self.db_name:
+            raise ValueError("`db_name` must be provided")
+        return self
+
+
 class GraphDBConfigFactory(BaseModel):
     backend: str = Field(..., description="Backend for graph database")
     config: dict[str, Any] = Field(..., description="Configuration for the graph database backend")
@@ -162,6 +215,7 @@ class GraphDBConfigFactory(BaseModel):
         "neo4j": Neo4jGraphDBConfig,
         "neo4j-community": Neo4jCommunityGraphDBConfig,
         "nebular": NebulaGraphDBConfig,
+        "polardb": PolarDBGraphDBConfig,
     }
 
     @field_validator("backend")
 
@@ -5,6 +5,7 @@
 from memos.graph_dbs.nebular import NebulaGraphDB
 from memos.graph_dbs.neo4j import Neo4jGraphDB
 from memos.graph_dbs.neo4j_community import Neo4jCommunityGraphDB
+from memos.graph_dbs.polardb import PolarDBGraphDB
 
 
 class GraphStoreFactory(BaseGraphDB):
@@ -14,6 +15,7 @@ class GraphStoreFactory(BaseGraphDB):
         "neo4j": Neo4jGraphDB,
         "neo4j-community": Neo4jCommunityGraphDB,
         "nebular": NebulaGraphDB,
+        "polardb": PolarDBGraphDB,
     }
 
     @classmethod
Original file line number	Diff line number	Diff line change
`@@ -69,6 +69,7 @@ def _build_graph_db_config(user_id: str = "default") -> dict[str, Any]:`
`69`	`69`	`"neo4j-community": APIConfig.get_neo4j_community_config(user_id=user_id),`
`70`	`70`	`"neo4j": APIConfig.get_neo4j_config(user_id=user_id),`
`71`	`71`	`"nebular": APIConfig.get_nebular_config(user_id=user_id),`
	`72`	`+ "polardb": APIConfig.get_polardb_config(user_id=user_id),`
`72`	`73`	`}`
`73`	`74`
`74`	`75`	`graph_db_backend = os.getenv("NEO4J_BACKEND", "nebular").lower()`