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Add base_url parameter to embedding_factory for custom endpoint support #2019

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Add base_url parameter to embedding_factory for custom endpoint support #2019

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8 changes: 6 additions & 2 deletions src/ragas/embeddings/base.py
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Original file line number Diff line number Diff line change
Expand Up @@ -353,7 +353,9 @@ def __repr__(self) -> str:


def embedding_factory(
model: str = "text-embedding-ada-002", run_config: t.Optional[RunConfig] = None
model: str = "text-embedding-ada-002",
run_config: t.Optional[RunConfig] = None,
base_url: t.Optional[str] = None,
) -> BaseRagasEmbeddings:
"""
Create and return a BaseRagasEmbeddings instance. Used for default embeddings
Expand All @@ -368,13 +370,15 @@ def embedding_factory(
The name of the OpenAI embedding model to use, by default "text-embedding-ada-002".
run_config : RunConfig, optional
Configuration for the run, by default None.
base_url : str, optional
Base URL for the API, by default None.

Returns
-------
BaseRagasEmbeddings
An instance of BaseRagasEmbeddings configured with the specified parameters.
"""
openai_embeddings = OpenAIEmbeddings(model=model)
openai_embeddings = OpenAIEmbeddings(model=model, base_url=base_url)
if run_config is not None:
openai_embeddings.request_timeout = run_config.timeout
else:
Expand Down