Return Cohere embeddings as lists of floats (#1394)

This PR fixes the types returned by Cohere embeddings. Currently, Cohere
client returns instances of `cohere.embeddings.Embeddings`. Since the
transport layer relies on JSON, some numbers might be represented as
ints, not floats, which happens quite often. While that doesn't seem to
be an issue, it breaks some pydantic models if they require strict
floats.
This commit is contained in:
Kacper Łukawski 2023-03-02 18:02:10 +01:00 committed by GitHub
parent 1989e7d4c2
commit 8947797250
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@ -64,7 +64,7 @@ class CohereEmbeddings(BaseModel, Embeddings):
embeddings = self.client.embed(
model=self.model, texts=texts, truncate=self.truncate
).embeddings
return embeddings
return [list(map(float, e)) for e in embeddings]
def embed_query(self, text: str) -> List[float]:
"""Call out to Cohere's embedding endpoint.
@ -78,4 +78,4 @@ class CohereEmbeddings(BaseModel, Embeddings):
embedding = self.client.embed(
model=self.model, texts=[text], truncate=self.truncate
).embeddings[0]
return embedding
return list(map(float, embedding))