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* Add max_retries to TextEmbeddingGenerator and Claude3TextGenerator ([#1259](https://github.com/googleapis/python-bigquery-dataframes/issues/1259)) ([8077ff4](https://github.com/googleapis/python-bigquery-dataframes/commit/8077ff49426b103dc5a52eeb86a2c6a869c99825))
* Support DataFrame.astype(dict) ([#1262](https://github.com/googleapis/python-bigquery-dataframes/issues/1262)) ([5934f8e](https://github.com/googleapis/python-bigquery-dataframes/commit/5934f8ee0a1c950a820d1911d73a46f6891a40bb))
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### Bug Fixes
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* Avoid global mutation in `BigQueryOptions.client_endpoints_override` ([#1280](https://github.com/googleapis/python-bigquery-dataframes/issues/1280)) ([788f6e9](https://github.com/googleapis/python-bigquery-dataframes/commit/788f6e94a1e80f0ba8741a53a05a467e7b18e902))
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* Fix erroneous window bounds removal during compilation ([#1163](https://github.com/googleapis/python-bigquery-dataframes/issues/1163)) ([f91756a](https://github.com/googleapis/python-bigquery-dataframes/commit/f91756a4413b10f1072c0ae96301fe854bb1ba4e))
* Add bq studio links that allows users to generate Jupiter notebooks in bq studio with github contents ([#1266](https://github.com/googleapis/python-bigquery-dataframes/issues/1266)) ([58f13cb](https://github.com/googleapis/python-bigquery-dataframes/commit/58f13cb9ef8bac3222e5013d8ae77dd20f886e30))
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* Add snippet to evaluate ARIMA plus model in the Forecast a single time series with a univariate model tutorial ([#1267](https://github.com/googleapis/python-bigquery-dataframes/issues/1267)) ([3dcae2d](https://github.com/googleapis/python-bigquery-dataframes/commit/3dcae2dca45efdd4493cf3f367bf025ea291f4df))
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* Add snippet to see the ARIMA coefficients in the Forecast a single time series with a univariate model tutorial ([#1268](https://github.com/googleapis/python-bigquery-dataframes/issues/1268)) ([059a564](https://github.com/googleapis/python-bigquery-dataframes/commit/059a564095dfea0518982f13c8118d3807861ccf))
* Use 002 model for better scalability in text generation ([#1270](https://github.com/googleapis/python-bigquery-dataframes/issues/1270)) ([bb7a850](https://github.com/googleapis/python-bigquery-dataframes/commit/bb7a85005ebebfbcb0d2a4d5c4c27b354f38d3d1))
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