fix: pass embedding dimensions to provider apis (#5411)
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@@ -48,6 +48,9 @@ class GeminiEmbeddingProvider(EmbeddingProvider):
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result = await self.client.models.embed_content(
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model=self.model,
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contents=text,
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config=types.EmbedContentConfig(
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output_dimensionality=self.get_dim(),
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),
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)
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assert result.embeddings is not None
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assert result.embeddings[0].values is not None
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@@ -61,6 +64,9 @@ class GeminiEmbeddingProvider(EmbeddingProvider):
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result = await self.client.models.embed_content(
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model=self.model,
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contents=cast(types.ContentListUnion, text),
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config=types.EmbedContentConfig(
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output_dimensionality=self.get_dim(),
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),
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)
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assert result.embeddings is not None
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@@ -36,12 +36,20 @@ class OpenAIEmbeddingProvider(EmbeddingProvider):
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async def get_embedding(self, text: str) -> list[float]:
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"""获取文本的嵌入"""
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embedding = await self.client.embeddings.create(input=text, model=self.model)
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embedding = await self.client.embeddings.create(
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input=text,
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model=self.model,
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dimensions=self.get_dim(),
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)
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return embedding.data[0].embedding
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async def get_embeddings(self, text: list[str]) -> list[list[float]]:
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"""批量获取文本的嵌入"""
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embeddings = await self.client.embeddings.create(input=text, model=self.model)
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embeddings = await self.client.embeddings.create(
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input=text,
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model=self.model,
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dimensions=self.get_dim(),
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)
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return [item.embedding for item in embeddings.data]
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def get_dim(self) -> int:
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