Spark NLP 5.2.2: Patch release

Spark NLP 5.2.2 🚀 is a patch release with a bug fixe, improvements, and more than 2000 new state-of-the-art LLM models.

We're pleased to announce that our Models Hub now boasts 36,000+ free and truly open-source models & pipelines 🎉. Our deepest gratitude goes out to our community for their invaluable feedback, feature suggestions, and contributions.

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🔥 Enhancements

• Update aws-java-sdk-bundle dependency to 1.12.500 version that represents no CVEs
• Add a new BGE notebook to import models into Spark NLP
• Upload the new true BGE models (small, base, and large) to Spark NLP for text embeddings

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🐛 Bug Fixes

• Fix the missing BGEEmbeddings from annotator module in Python

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ℹ️ Known Issues

• ONNX models crash when they are used in Colab's T4 GPU runtime #14109

📓 New Notebooks

Notebooks
Import BGE models in TensorFlow from HuggingFace 🤗 into Spark NLP 🚀

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📖 Documentation

• Import models from TF Hub & HuggingFace
• Spark NLP Notebooks
• Models Hub with new models
• Spark NLP Articles
• Spark NLP in Action
• Spark NLP Documentation
• Spark NLP Scala APIs
• Spark NLP Python APIs

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❤️ Community support

• Slack For live discussion with the Spark NLP community and the team
• GitHub Bug reports, feature requests, and contributions
• Discussions Engage with other community members, share ideas, and show off how you use Spark NLP!
• Medium Spark NLP articles
• YouTube Spark NLP video tutorials

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Installation

Python

#PyPI

pip install spark-nlp==5.2.2

Spark Packages

spark-nlp on Apache Spark 3.0.x, 3.1.x, 3.2.x, 3.3.x, 3.4.x, and 3.5.x: (Scala 2.12):

spark-shell --packages com.johnsnowlabs.nlp:spark-nlp_2.12:5.2.2

pyspark --packages com.johnsnowlabs.nlp:spark-nlp_2.12:5.2.2

GPU

spark-shell --packages com.johnsnowlabs.nlp:spark-nlp-gpu_2.12:5.2.2

pyspark --packages com.johnsnowlabs.nlp:spark-nlp-gpu_2.12:5.2.2

Apple Silicon (M1 & M2)

spark-shell --packages com.johnsnowlabs.nlp:spark-nlp-silicon_2.12:5.2.2

pyspark --packages com.johnsnowlabs.nlp:spark-nlp-silicon_2.12:5.2.2

AArch64

spark-shell --packages com.johnsnowlabs.nlp:spark-nlp-aarch64_2.12:5.2.2

pyspark --packages com.johnsnowlabs.nlp:spark-nlp-aarch64_2.12:5.2.2

Maven

spark-nlp on Apache Spark 3.0.x, 3.1.x, 3.2.x, 3.3.x, 3.4.x, and 3.5.x:

<dependency>
    <groupId>com.johnsnowlabs.nlp</groupId>
    <artifactId>spark-nlp_2.12</artifactId>
    <version>5.2.2</version>
</dependency>

spark-nlp-gpu:

<dependency>
    <groupId>com.johnsnowlabs.nlp</groupId>
    <artifactId>spark-nlp-gpu_2.12</artifactId>
    <version>5.2.2</version>
</dependency>

spark-nlp-silicon:

<dependency>
    <groupId>com.johnsnowlabs.nlp</groupId>
    <artifactId>spark-nlp-silicon_2.12</artifactId>
    <version>5.2.2</version>
</dependency>

spark-nlp-aarch64:

<dependency>
    <groupId>com.johnsnowlabs.nlp</groupId>
    <artifactId>spark-nlp-aarch64_2.12</artifactId>
    <version>5.2.2</version>
</dependency>

FAT JARs

• CPU on Apache Spark 3.0.x/3.1.x/3.2.x/3.3.x/3.4.x/3.5.x: https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/jars/spark-nlp-assembly-5.2.2.jar

• GPU on Apache Spark 3.0.x/3.1.x/3.2.x/3.3.x/3.4.x/3.5.x: https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/jars/spark-nlp-gpu-assembly-5.2.2.jar

• M1 on Apache Spark 3.0.x/3.1.x/3.2.x/3.3.x/3.4.x/3.5.x: https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/jars/spark-nlp-silicon-assembly-5.2.2.jar

• AArch64 on Apache Spark 3.0.x/3.1.x/3.2.x/3.3.x/3.4.x/3.5.x: https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/jars/spark-nlp-aarch64-assembly-5.2.2.jar

What's Changed

• Models hub by @maziyarpanahi in #14118
• Release/522 release candidate by @maziyarpanahi in #14117

Full Changelog: 5.2.1...5.2.2