Skip to content
Merged
Show file tree
Hide file tree
Changes from all commits
Commits
File filter

Filter by extension

Filter by extension

Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
3 changes: 2 additions & 1 deletion src/memos/api/config.py
Original file line number Diff line number Diff line change
Expand Up @@ -381,7 +381,7 @@ def get_reranker_config() -> dict[str, Any]:
"url": os.getenv("MOS_RERANKER_URL"),
"model": os.getenv("MOS_RERANKER_MODEL", "bge-reranker-v2-m3"),
"timeout": 10,
"headers_extra": os.getenv("MOS_RERANKER_HEADERS_EXTRA"),
"headers_extra": json.loads(os.getenv("MOS_RERANKER_HEADERS_EXTRA", "{}")),
"rerank_source": os.getenv("MOS_RERANK_SOURCE"),
"reranker_strategy": os.getenv("MOS_RERANKER_STRATEGY", "single_turn"),
},
Expand All @@ -407,6 +407,7 @@ def get_embedder_config() -> dict[str, Any]:
"provider": os.getenv("MOS_EMBEDDER_PROVIDER", "openai"),
"api_key": os.getenv("MOS_EMBEDDER_API_KEY", "sk-xxxx"),
"model_name_or_path": os.getenv("MOS_EMBEDDER_MODEL", "text-embedding-3-large"),
"headers_extra": json.loads(os.getenv("MOS_EMBEDDER_HEADERS_EXTRA", "{}")),
"base_url": os.getenv("MOS_EMBEDDER_API_BASE", "http://openai.com"),
},
}
Expand Down
4 changes: 4 additions & 0 deletions src/memos/configs/embedder.py
Original file line number Diff line number Diff line change
Expand Up @@ -12,6 +12,10 @@ class BaseEmbedderConfig(BaseConfig):
embedding_dims: int | None = Field(
default=None, description="Number of dimensions for the embedding"
)
headers_extra: dict[str, Any] | None = Field(
default=None,
description="Extra headers for the embedding model, only for universal_api backend",
)


class OllamaEmbedderConfig(BaseEmbedderConfig):
Expand Down
6 changes: 5 additions & 1 deletion src/memos/embedders/universal_api.py
Original file line number Diff line number Diff line change
Expand Up @@ -16,7 +16,11 @@ def __init__(self, config: UniversalAPIEmbedderConfig):
self.config = config

if self.provider == "openai":
self.client = OpenAIClient(api_key=config.api_key, base_url=config.base_url)
self.client = OpenAIClient(
api_key=config.api_key,
base_url=config.base_url,
default_headers=config.headers_extra if config.headers_extra else None,
)
elif self.provider == "azure":
self.client = AzureClient(
azure_endpoint=config.base_url,
Expand Down
4 changes: 2 additions & 2 deletions tests/configs/test_embedder.py
Original file line number Diff line number Diff line change
Expand Up @@ -17,7 +17,7 @@ def test_base_embedder_config():
required_fields=[
"model_name_or_path",
],
optional_fields=["embedding_dims"],
optional_fields=["embedding_dims", "headers_extra"],
)

check_config_instantiation_valid(
Expand All @@ -36,7 +36,7 @@ def test_ollama_embedder_config():
required_fields=[
"model_name_or_path",
],
optional_fields=["embedding_dims", "api_base"],
optional_fields=["embedding_dims", "headers_extra", "api_base"],
)

check_config_instantiation_valid(
Expand Down
3 changes: 1 addition & 2 deletions tests/embedders/test_universal_api.py
Original file line number Diff line number Diff line change
Expand Up @@ -28,8 +28,7 @@ def test_embed_single_text(self, mock_openai_client):

# Assert OpenAIClient was created with proper args
mock_openai_client.assert_called_once_with(
api_key="fake-api-key",
base_url="https://api.openai.com/v1",
api_key="fake-api-key", base_url="https://api.openai.com/v1", default_headers=None
)

# Assert embeddings.create called with correct params
Expand Down
Loading