litellm-mirror/litellm/llms/hosted_vllm/chat/transformation.py
Krish Dholakia e95820367f fix(hosted_vllm/transformation.py): return fake api key, if none give… (#7301)
* fix(hosted_vllm/transformation.py): return fake api key, if none give. Prevents httpx error

Fixes https://github.com/BerriAI/litellm/issues/7291

* test: fix test

* fix(main.py): add hosted_vllm/ support for embeddings endpoint

Closes https://github.com/BerriAI/litellm/issues/7290

* docs(vllm.md): add docs on vllm embeddings usage

* fix(__init__.py): fix sambanova model test

* fix(base_llm_unit_tests.py): skip pydantic obj test if model takes >5s to respond
2024-12-18 18:41:53 -08:00

45 lines
1.6 KiB
Python

"""
Translate from OpenAI's `/v1/chat/completions` to VLLM's `/v1/chat/completions`
"""
import types
from typing import List, Optional, Tuple, Union
from pydantic import BaseModel
import litellm
from litellm.secret_managers.main import get_secret_str
from litellm.types.llms.openai import AllMessageValues, ChatCompletionAssistantMessage
from ....utils import _remove_additional_properties, _remove_strict_from_schema
from ...openai.chat.gpt_transformation import OpenAIGPTConfig
class HostedVLLMChatConfig(OpenAIGPTConfig):
def map_openai_params(
self,
non_default_params: dict,
optional_params: dict,
model: str,
drop_params: bool,
) -> dict:
_tools = non_default_params.pop("tools", None)
if _tools is not None:
# remove 'additionalProperties' from tools
_tools = _remove_additional_properties(_tools)
# remove 'strict' from tools
_tools = _remove_strict_from_schema(_tools)
if _tools is not None:
non_default_params["tools"] = _tools
return super().map_openai_params(
non_default_params, optional_params, model, drop_params
)
def _get_openai_compatible_provider_info(
self, api_base: Optional[str], api_key: Optional[str]
) -> Tuple[Optional[str], Optional[str]]:
api_base = api_base or get_secret_str("HOSTED_VLLM_API_BASE") # type: ignore
dynamic_api_key = (
api_key or get_secret_str("HOSTED_VLLM_API_KEY") or "fake-api-key"
) # vllm does not require an api key
return api_base, dynamic_api_key