LanceDB - cannot override table_name when calling from_documents()

[jaceksan]

Checked other resources

• I added a very descriptive title to this issue.
• I searched the LangChain documentation with the integrated search.
• I used the GitHub search to find a similar question and didn't find it.
• I am sure that this is a bug in LangChain rather than my code.
• The bug is not resolved by updating to the latest stable version of LangChain (or the specific integration package).

Example Code

from langchain_community.vectorstores import LanceDB
from langchain_core.documents import Document
from dotenv import load_dotenv
import lancedb
from langchain_openai import OpenAIEmbeddings

TABLE_NAME = "test"


# For OpenAIEmbeddings
load_dotenv()
documents = [Document(page_content=f"Test document.", metadata={"id": "1", "title": "Test document"})]

db_conn = lancedb.connect('test.LANCENDB')
LanceDB.from_documents(documents, connection=db_conn, table_name=TABLE_NAME, vector_key="vector", embedding=OpenAIEmbeddings())
table = db_conn.open_table(TABLE_NAME)

Error Message and Stack Trace (if applicable)

Traceback (most recent call last):
  File "/home/jacek/work/src/artifical-business-intelligence/gooddata/tests/test_lancedb_min.py", line 16, in <module>
    table = db_conn.open_table(TABLE_NAME)
            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/home/jacek/work/src/artifical-business-intelligence/.venv/lib/python3.11/site-packages/lancedb/db.py", line 446, in open_table
    return LanceTable.open(self, name, index_cache_size=index_cache_size)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/home/jacek/work/src/artifical-business-intelligence/.venv/lib/python3.11/site-packages/lancedb/table.py", line 918, in open
    raise FileNotFoundError(
FileNotFoundError: Table test does not exist.Please first call db.create_table(test, data)

Description

Input argument table_name is not respected when calling from_documents().
Instead, table is created with the default name specified in the constructor: vectorstore

System Info

LanceDB latest 0.6.11
Python 3.10