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Add encodings folder to azure-ai-resources #34228

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Merged
luigiw merged 6 commits into from
Feb 12, 2024
Merged

Add encodings folder to azure-ai-resources #34228

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bf5ff9f
add encodings
jingyizhu99 Feb 7, 2024
d5833b3
include encodings folder
jingyizhu99 Feb 8, 2024
ea51624
use local embeddings
jingyizhu99 Feb 9, 2024
befb7b8
Merge branch 'main' into users/jingyizhu/rag/duplicate-encodings-folder
jingyizhu99 Feb 9, 2024
45f94fd
use local cache dirs
jingyizhu99 Feb 9, 2024
9bdc870
ignore unknown words in encodings files
jingyizhu99 Feb 12, 2024
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use local embeddings
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@jingyizhu99
jingyizhu99 committed Feb 9, 2024
commit ea51624a8c7374ef5649e4becf5e74e01dc38abf
4 changes: 3 additions & 1 deletion sdk/ai/azure-ai-resources/azure/ai/resources/_index/_embeddings/openai.py
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Expand Up @@ -235,9 +235,11 @@ def _embed(self, texts: List[str]) -> List[List[float]]:
"""Embed the given texts."""
import numpy as np
import tiktoken
from azure.ai.resoures._index._utils import tiktoken_cache_dir

try:
encoding = tiktoken.encoding_for_model(self.model)
with tiktoken_cache_dir():
encoding = tiktoken.encoding_for_model(self.model)
except KeyError:
logger.warning("Warning: model not found. Using cl100k_base encoding.")
model = "cl100k_base"
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