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feat: add deprecation warning to GeminiTextGenerator model #1534

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Merged
merged 7 commits into from
Mar 25, 2025
Merged

feat: add deprecation warning to GeminiTextGenerator model #1534

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86a35ac
fix: add deprecation warning to TextEmbeddingGenerator model, espeica…
shuoweil Mar 24, 2025
452503f
set GeminiTextGenereator model to gemini-2.0-flash-exp, since gemini-…
shuoweil Mar 25, 2025
3975dae
add notes for model_name docs
shuoweil Mar 25, 2025
b636ca0
change the model from gemini-2.0-flash-exp to gemini-1.5-flash-002
shuoweil Mar 25, 2025
767ca6b
use fixture for bqml_gemini_text_generator: llm.GeminiTextGenerator,
shuoweil Mar 25, 2025
58bfd09
fix a variable name typo
shuoweil Mar 25, 2025
6b3adf2
Reverted file to commit bdcb1e7929dc2f24c642ddb052629da394f45876
shuoweil Mar 25, 2025
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8 changes: 8 additions & 0 deletions bigframes/ml/llm.py
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Original file line number Diff line number Diff line change
Expand Up @@ -918,15 +918,23 @@ def to_gbq(
return new_model.session.read_gbq_model(model_name)


@typing_extensions.deprecated(
"gemini-pro and gemini-1.5-X are going to be deprecated. Use gemini-2.0-X (https://cloud.google.com/python/docs/reference/bigframes/latest/bigframes.ml.llm.GeminiTextGenerator) instead. ",
category=exceptions.ApiDeprecationWarning,
)
@log_adapter.class_logger
class GeminiTextGenerator(base.RetriableRemotePredictor):
"""Gemini text generator LLM model.

.. note::
gemini-pro and gemini-1.5-X are going to be deprecated. Use gemini-2.0-X (https://cloud.google.com/python/docs/reference/bigframes/latest/bigframes.ml.llm.GeminiTextGenerator) instead.

Args:
model_name (str, Default to "gemini-pro"):
The model for natural language tasks. Accepted values are "gemini-pro", "gemini-1.5-pro-preview-0514", "gemini-1.5-flash-preview-0514", "gemini-1.5-pro-001", "gemini-1.5-pro-002", "gemini-1.5-flash-001", "gemini-1.5-flash-002" and "gemini-2.0-flash-exp". Default to "gemini-pro".

.. note::
"gemini-pro" is going to be deprecated. Bigframes 2 will transition to using gemini-2.0-X.
"gemini-2.0-flash-exp", "gemini-1.5-pro-preview-0514" and "gemini-1.5-flash-preview-0514" is subject to the "Pre-GA Offerings Terms" in the General Service Terms section of the
Service Specific Terms(https://cloud.google.com/terms/service-terms#1). Pre-GA products and features are available "as is"
and might have limited support. For more information, see the launch stage descriptions
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849 changes: 43 additions & 806 deletions notebooks/apps/synthetic_data_generation.ipynb
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2 changes: 1 addition & 1 deletion notebooks/generative_ai/bq_dataframes_llm_code_generation.ipynb
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Expand Up @@ -430,7 +430,7 @@
"source": [
"from bigframes.ml.llm import GeminiTextGenerator\n",
"\n",
"model = GeminiTextGenerator()"
"model = GeminiTextGenerator(model_name=\"gemini-1.5-flash-002\")"
]
},
{
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2 changes: 1 addition & 1 deletion notebooks/generative_ai/bq_dataframes_llm_kmeans.ipynb
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Expand Up @@ -1614,7 +1614,7 @@
"source": [
"from bigframes.ml.llm import GeminiTextGenerator\n",
"\n",
"q_a_model = GeminiTextGenerator()"
"q_a_model = GeminiTextGenerator(model_name=\"gemini-1.5-flash-002\")"
]
},
{
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