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27 changes: 24 additions & 3 deletions astrbot/core/provider/sources/openai_embedding_source.py
Original file line number Diff line number Diff line change
Expand Up @@ -40,25 +40,46 @@ def __init__(self, provider_config: dict, provider_settings: dict) -> None:

async def get_embedding(self, text: str) -> list[float]:
"""获取文本的嵌入"""
kwargs = self._embedding_kwargs()
embedding = await self.client.embeddings.create(
input=text,
model=self.model,
dimensions=self.get_dim(),
**kwargs,
)
return embedding.data[0].embedding

async def get_embeddings(self, text: list[str]) -> list[list[float]]:
"""批量获取文本的嵌入"""
kwargs = self._embedding_kwargs()
embeddings = await self.client.embeddings.create(
input=text,
model=self.model,
dimensions=self.get_dim(),
**kwargs,
)
return [item.embedding for item in embeddings.data]

def _embedding_kwargs(self) -> dict:
"""构建嵌入请求的可选参数"""
kwargs = {}
if "embedding_dimensions" in self.provider_config:
try:
kwargs["dimensions"] = int(self.provider_config["embedding_dimensions"])
except (ValueError, TypeError):
logger.warning(
f"embedding_dimensions in embedding configs is not a valid integer: '{self.provider_config['embedding_dimensions']}', ignored."
)
return kwargs

def get_dim(self) -> int:
"""获取向量的维度"""
return int(self.provider_config.get("embedding_dimensions", 1024))
if "embedding_dimensions" in self.provider_config:
try:
return int(self.provider_config["embedding_dimensions"])
except (ValueError, TypeError):
logger.warning(
f"embedding_dimensions in embedding configs is not a valid integer: '{self.provider_config['embedding_dimensions']}', ignored."
)
return 0

async def terminate(self):
if self.client:
Expand Down
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