"""Test Together LLM""" from typing import cast from langchain_core.pydantic_v1 import SecretStr from pytest import CaptureFixture, MonkeyPatch from langchain_together import Together def test_together_api_key_is_secret_string() -> None: """Test that the API key is stored as a SecretStr.""" llm = Together( together_api_key="secret-api-key", model="togethercomputer/RedPajama-INCITE-7B-Base", temperature=0.2, max_tokens=250, ) assert isinstance(llm.together_api_key, SecretStr) def test_together_api_key_masked_when_passed_from_env( monkeypatch: MonkeyPatch, capsys: CaptureFixture ) -> None: """Test that the API key is masked when passed from an environment variable.""" monkeypatch.setenv("TOGETHER_API_KEY", "secret-api-key") llm = Together( model="togethercomputer/RedPajama-INCITE-7B-Base", temperature=0.2, max_tokens=250, ) print(llm.together_api_key, end="") captured = capsys.readouterr() assert captured.out == "**********" def test_together_api_key_masked_when_passed_via_constructor( capsys: CaptureFixture, ) -> None: """Test that the API key is masked when passed via the constructor.""" llm = Together( together_api_key="secret-api-key", model="togethercomputer/RedPajama-INCITE-7B-Base", temperature=0.2, max_tokens=250, ) print(llm.together_api_key, end="") captured = capsys.readouterr() assert captured.out == "**********" def test_together_uses_actual_secret_value_from_secretstr() -> None: """Test that the actual secret value is correctly retrieved.""" llm = Together( together_api_key="secret-api-key", model="togethercomputer/RedPajama-INCITE-7B-Base", temperature=0.2, max_tokens=250, ) assert cast(SecretStr, llm.together_api_key).get_secret_value() == "secret-api-key"