Unverified Commit 18af84e1 authored by crazywoola's avatar crazywoola Committed by GitHub

fix: array oob in azure openai embeddings (#1905)

parent 025b859c
......@@ -54,7 +54,7 @@ class AzureOpenAITextEmbeddingModel(_CommonAzureOpenAI, TextEmbeddingModel):
_iter = range(0, len(tokens), max_chunks)
for i in _iter:
embeddings, embedding_used_tokens = self._embedding_invoke(
embeddings_batch, embedding_used_tokens = self._embedding_invoke(
model=model,
client=client,
texts=tokens[i: i + max_chunks],
......@@ -62,7 +62,7 @@ class AzureOpenAITextEmbeddingModel(_CommonAzureOpenAI, TextEmbeddingModel):
)
used_tokens += embedding_used_tokens
batched_embeddings += [data for data in embeddings]
batched_embeddings += embeddings_batch
results: list[list[list[float]]] = [[] for _ in range(len(texts))]
num_tokens_in_batch: list[list[int]] = [[] for _ in range(len(texts))]
......@@ -73,7 +73,7 @@ class AzureOpenAITextEmbeddingModel(_CommonAzureOpenAI, TextEmbeddingModel):
for i in range(len(texts)):
_result = results[i]
if len(_result) == 0:
embeddings, embedding_used_tokens = self._embedding_invoke(
embeddings_batch, embedding_used_tokens = self._embedding_invoke(
model=model,
client=client,
texts=[""],
......@@ -81,7 +81,7 @@ class AzureOpenAITextEmbeddingModel(_CommonAzureOpenAI, TextEmbeddingModel):
)
used_tokens += embedding_used_tokens
average = embeddings[0]
average = embeddings_batch[0]
else:
average = np.average(_result, axis=0, weights=num_tokens_in_batch[i])
embeddings[i] = (average / np.linalg.norm(average)).tolist()
......
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