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fix: deprecate the remote_service_type in llm model #180

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ashleyxuu merged 2 commits into from
Nov 7, 2023
Merged

fix: deprecate the remote_service_type in llm model #180

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20b6b5c
fix: deprecate the remote_service_type in llm model
ashleyxuu Nov 7, 2023
4489a09
fix: address comments
ashleyxuu Nov 7, 2023
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8 changes: 4 additions & 4 deletions bigframes/ml/llm.py
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Original file line number Diff line number Diff line change
Expand Up @@ -24,11 +24,11 @@
from bigframes.ml import base, core, globals, utils
import bigframes.pandas as bpd

_REMOTE_TEXT_GENERATOR_MODEL_CODE = "CLOUD_AI_LARGE_LANGUAGE_MODEL_V1"
_REMOTE_TEXT_GENERATOR_MODEL_CODE = "text-bison"
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_REMOTE_TEXT_GENERATOR_32K_MODEL_CODE = "text-bison-32k"
_TEXT_GENERATE_RESULT_COLUMN = "ml_generate_text_llm_result"

_REMOTE_EMBEDDING_GENERATOR_MODEL_CODE = "CLOUD_AI_TEXT_EMBEDDING_MODEL_V1"
_REMOTE_EMBEDDING_GENERATOR_MODEL_CODE = "textembedding-gecko"
_REMOTE_EMBEDDING_GENERATOR_MUlTILINGUAL_MODEL_CODE = "textembedding-gecko-multilingual"
_EMBED_TEXT_RESULT_COLUMN = "text_embedding"

Expand Down Expand Up @@ -90,7 +90,7 @@ def _create_bqml_model(self):
)
if self.model_name == "text-bison":
options = {
"remote_service_type": _REMOTE_TEXT_GENERATOR_MODEL_CODE,
"endpoint": _REMOTE_TEXT_GENERATOR_MODEL_CODE,
}
else:
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options = {
Expand Down Expand Up @@ -240,7 +240,7 @@ def _create_bqml_model(self):
)
if self.model_name == "textembedding-gecko":
options = {
"remote_service_type": _REMOTE_EMBEDDING_GENERATOR_MODEL_CODE,
"endpoint": _REMOTE_EMBEDDING_GENERATOR_MODEL_CODE,
}
else:
options = {
Expand Down