{"library":"spark-nlp","type":"library","category":null,"description":"John Snow Labs Spark NLP is a natural language processing library built on top of Apache Spark ML, providing performant and accurate NLP annotations for machine learning pipelines that scale in a distributed environment. It is currently at version 6.4.0 and releases new versions frequently, often multiple times a month, with a strong focus on LLM integration, multimodal document processing, and pipeline robustness.","language":"python","status":"active","version":"6.4.0","tags":["nlp","apache spark","machine learning","distributed computing","llm","text processing","ai"],"install":[{"cmd":"pip install spark-nlp pyspark","imports":["import sparknlp","from sparknlp.base import DocumentAssembler","from sparknlp.annotator import Tokenizer","from sparknlp.annotator import WordEmbeddingsModel","from pyspark.ml import Pipeline","from pyspark.sql import SparkSession","from sparknlp.base import LightPipeline"]},{"cmd":"pip install spark-nlp[tensorflow]","imports":[]},{"cmd":"pip install spark-nlp[databricks]","imports":[]}],"homepage":"https://nlp.johnsnowlabs.com","github":"https://github.com/JohnSnowLabs/spark-nlp","docs":null,"changelog":null,"pypi":"https://pypi.org/project/spark-nlp/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":{"summary":{"python_range":"3.10–3.9","success_rate":100,"avg_install_s":11.6,"avg_import_s":null,"wheel_type":"wheel"},"url":"https://checklist.day/v1/registry/spark-nlp/compatibility"},"provenance":{"verified_status":"install_fail","verified_at":"Sun Jun 28","last_verified":"Sun Jun 28","next_check":"Sun Jul 05","install_tag":null}}