Spark NLP
Unleashing the power of large language models, Spark NLP is an open-source library designed for scalable natural language processing. Built natively on Apache Spark, it offers robust support for Python, Scala, and Java, featuring pre-trained models and pipelines. Its innovative architecture integrates estimators and transformers into seamless workflows, driving enterprise-level NLP applications.
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Top Spark NLP Features
- Scalable large language models
- Open-source under Apache 2.0
- Native Apache Spark integration
- Full Python
- Scala
- Java support
- Extensive pre-trained models
- Flexible NLP pipelines
- Enterprise-grade performance
- Advanced machine learning applications
- Gradient Flow NLP support
- Multilingual capabilities
- Named entity recognition
- Sentiment analysis features
- Text classification tools
- Tokenization and stemming
- Custom model training support
- Real-time data processing
- Robust data privacy controls
- Comprehensive documentation and tutorials
- Community-driven development
- Cross-platform compatibility
