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Introducing and configuring VoyageAI's v3.5 models #80

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Introducing and configuring VoyageAI's v3.5 models #80

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a0a93b9
Adding new models, quantization and multiple output dimensions (for s…
fzowl Jan 12, 2025
1f68966
Modifying the ValueError messages
fzowl Jan 13, 2025
71687a4
Correcting the type conversions in VoyageAI integration
fzowl Jan 17, 2025
bb27911
Correcting the type conversions in VoyageAI integration
fzowl Jan 17, 2025
66b4e75
Correcting the type conversions in VoyageAI integration
fzowl Jan 17, 2025
eb540c6
Correcting the type conversions in VoyageAI integration
fzowl Jan 17, 2025
6a1de08
Merge branch 'milvus-io:main' into main
fzowl May 21, 2025
56d8815
Introducing VoyageAI v3.5 embeddings models
fzowl May 21, 2025
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4 changes: 3 additions & 1 deletion src/pymilvus/model/dense/voyageai.py
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Original file line number Diff line number Diff line change
Expand Up @@ -22,6 +22,8 @@ def __init__(self,
self.model_name = model_name
self.truncate = truncate
self._voyageai_model_meta_info = defaultdict(dict)
self._voyageai_model_meta_info["voyage-3.5"]["dim"] = [1024, 256, 512, 2048]
self._voyageai_model_meta_info["voyage-3.5-lite"]["dim"] = [1024, 256, 512, 2048]
self._voyageai_model_meta_info["voyage-3-large"]["dim"] = [1024, 256, 512, 2048]
self._voyageai_model_meta_info["voyage-code-3"]["dim"] = [1024, 256, 512, 2048]
self._voyageai_model_meta_info["voyage-3"]["dim"] = [1024]
Expand All @@ -44,7 +46,7 @@ def __init__(self,
if embedding_type == "int8" or embedding_type == "uint8":
raise ValueError("Currently int8 or uint8 is not supported with PyMilvus model library.")

if self.model_name in ['voyage-3-large', 'voyage-code-3']:
if self.model_name in ['voyage-3-large', 'voyage-code-3', 'voyage-3.5', 'voyage-3.5-lite']:
if embedding_type is not None and embedding_type not in ['float', 'binary', 'ubinary']:
raise ValueError(f"The provided embedding_type ({embedding_type}) is not supported by the selected model "
f"({self.model_name}). Leave this parameter empty for the default embedding_type (float). "
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