[Feature]: Support for specifying database name in Milvus #647
Description
Is your feature request related to a problem? Please describe.
I have a multi tenant system built with Milvus, Langchain, etc. and this works with each bot having its own database in Milvus with different collections within. I integrated GPTCache with Milvus and Postgres. While it works fine and returns back responses from the cache, I am looking to specify the database name where the Vectors are to be stored using GPTCache but I don't have a provision for that as of today.
This is how I specify the DB name typically in Milvus using the db_name parameter:
vectorstore = Milvus(
embeddings,
collection_name=collection_name,
auto_id=True,
connection_args={
"user": self.user,
"password": self.password,
"host": self.host,
"port": self.port,
"db_name": self.db_name,
},
index_params={},
drop_old=shouldDrop
)
This is what I can specify in GPTCache today
vector_base=VectorBase(
name='milvus',
host=os.getenv("MILVUS_DB_HOST"),
port=os.getenv("MILVUS_DB_PORT"),
user=os.getenv("MILVUS_DB_USERNAME"),
password=os.getenv("MILVUS_DB_PASSWORD"),
collection_name=<my_collection_name>,
dimension=768
)
Describe the solution you'd like.
Requesting to add connection_args parameter for specifying db_name
Describe an alternate solution.
No response
Anything else? (Additional Context)
No response