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## Description - Add [Friendli](https://friendli.ai/) integration for `Friendli` LLM and `ChatFriendli` chat model. - Unit tests and integration tests corresponding to this change are added. - Documentations corresponding to this change are added. ## Dependencies - Optional dependency [`friendli-client`](https://pypi.org/project/friendli-client/) package is added only for those who use `Frienldi` or `ChatFriendli` model. ## Twitter handle - https://twitter.com/friendliai
92 lines
2.8 KiB
Python
92 lines
2.8 KiB
Python
"""Test Friendli API."""
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import pytest
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from langchain_core.outputs.generation import Generation
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from langchain_core.outputs.llm_result import LLMResult
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from langchain_community.llms.friendli import Friendli
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@pytest.fixture
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def friendli_llm() -> Friendli:
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"""Friendli LLM."""
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return Friendli(temperature=0, max_tokens=10)
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def test_friendli_call(friendli_llm: Friendli) -> None:
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"""Test call."""
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output = friendli_llm("Say hello world.")
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assert isinstance(output, str)
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def test_friendli_invoke(friendli_llm: Friendli) -> None:
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"""Test invoke."""
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output = friendli_llm.invoke("Say hello world.")
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assert isinstance(output, str)
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async def test_friendli_ainvoke(friendli_llm: Friendli) -> None:
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"""Test async invoke."""
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output = await friendli_llm.ainvoke("Say hello world.")
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assert isinstance(output, str)
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def test_friendli_batch(friendli_llm: Friendli) -> None:
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"""Test batch."""
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outputs = friendli_llm.batch(["Say hello world.", "Say bye world."])
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for output in outputs:
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assert isinstance(output, str)
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async def test_friendli_abatch(friendli_llm: Friendli) -> None:
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"""Test async batch."""
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outputs = await friendli_llm.abatch(["Say hello world.", "Say bye world."])
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for output in outputs:
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assert isinstance(output, str)
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def test_friendli_generate(friendli_llm: Friendli) -> None:
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"""Test generate."""
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result = friendli_llm.generate(["Say hello world.", "Say bye world."])
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assert isinstance(result, LLMResult)
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generations = result.generations
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assert len(generations) == 2
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for generation in generations:
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gen_ = generation[0]
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assert isinstance(gen_, Generation)
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text = gen_.text
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assert isinstance(text, str)
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generation_info = gen_.generation_info
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if generation_info is not None:
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assert "token" in generation_info
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async def test_friendli_agenerate(friendli_llm: Friendli) -> None:
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"""Test async generate."""
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result = await friendli_llm.agenerate(["Say hello world.", "Say bye world."])
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assert isinstance(result, LLMResult)
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generations = result.generations
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assert len(generations) == 2
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for generation in generations:
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gen_ = generation[0]
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assert isinstance(gen_, Generation)
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text = gen_.text
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assert isinstance(text, str)
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generation_info = gen_.generation_info
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if generation_info is not None:
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assert "token" in generation_info
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def test_friendli_stream(friendli_llm: Friendli) -> None:
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"""Test stream."""
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stream = friendli_llm.stream("Say hello world.")
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for chunk in stream:
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assert isinstance(chunk, str)
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async def test_friendli_astream(friendli_llm: Friendli) -> None:
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"""Test async stream."""
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stream = friendli_llm.astream("Say hello world.")
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async for chunk in stream:
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assert isinstance(chunk, str)
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