first commit

configs/vector_stores/qdrant.py

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+from typing import Any, ClassVar, Dict, Optional
+
+from pydantic import BaseModel, ConfigDict, Field, model_validator
+
+
+class QdrantConfig(BaseModel):
+    from qdrant_client import QdrantClient
+
+    QdrantClient: ClassVar[type] = QdrantClient
+
+    collection_name: str = Field("mem0", description="Name of the collection")
+    embedding_model_dims: Optional[int] = Field(1536, description="Dimensions of the embedding model")
+    client: Optional[QdrantClient] = Field(None, description="Existing Qdrant client instance")
+    host: Optional[str] = Field(None, description="Host address for Qdrant server")
+    port: Optional[int] = Field(None, description="Port for Qdrant server")
+    path: Optional[str] = Field("/tmp/qdrant", description="Path for local Qdrant database")
+    url: Optional[str] = Field(None, description="Full URL for Qdrant server")
+    api_key: Optional[str] = Field(None, description="API key for Qdrant server")
+    on_disk: Optional[bool] = Field(False, description="Enables persistent storage")
+
+    @model_validator(mode="before")
+    @classmethod
+    def check_host_port_or_path(cls, values: Dict[str, Any]) -> Dict[str, Any]:
+        host, port, path, url, api_key = (
+            values.get("host"),
+            values.get("port"),
+            values.get("path"),
+            values.get("url"),
+            values.get("api_key"),
+        )
+        if not path and not (host and port) and not (url and api_key):
+            raise ValueError("Either 'host' and 'port' or 'url' and 'api_key' or 'path' must be provided.")
+        return values
+
+    @model_validator(mode="before")
+    @classmethod
+    def validate_extra_fields(cls, values: Dict[str, Any]) -> Dict[str, Any]:
+        allowed_fields = set(cls.model_fields.keys())
+        input_fields = set(values.keys())
+        extra_fields = input_fields - allowed_fields
+        if extra_fields:
+            raise ValueError(
+                f"Extra fields not allowed: {', '.join(extra_fields)}. Please input only the following fields: {', '.join(allowed_fields)}"
+            )
+        return values
+
+    model_config = ConfigDict(arbitrary_types_allowed=True)