Files
t6_mem0/mem0/configs/vector_stores/chroma.py
2024-08-04 00:07:15 +05:30

26 lines
1.2 KiB
Python

from typing import Optional,ClassVar
from pydantic import BaseModel, Field, field_validator, model_validator
class ChromaDbConfig(BaseModel):
try:
from chromadb.api.client import Client
except ImportError:
raise ImportError("Chromadb requires extra dependencies. Install with `pip install chromadb`") from None
Client: ClassVar[type] = Client
collection_name: str = Field("mem0", description="Default name for the collection")
client: Optional[Client] = Field(None, description="Existing ChromaDB client instance")
path: Optional[str] = Field(None, description="Path to the database directory")
host: Optional[str] = Field(None, description="Database connection remote host")
port: Optional[str] = Field(None, description="Database connection remote port")
@model_validator(mode="before")
def check_host_port_or_path(cls, values):
host, port, path = values.get("host"), values.get("port"), values.get("path")
if not path and not (host and port):
raise ValueError("Either 'host' and 'port' or 'path' must be provided.")
return values
class Config:
arbitrary_types_allowed = True