{"library":"flair","type":"library","category":null,"description":"Flair is an open-source framework for state-of-the-art Natural Language Processing (NLP) built on PyTorch. It provides a simple, unified interface for various NLP tasks like named entity recognition, sentiment analysis, part-of-speech tagging, and text classification, with robust support for multilingual models and embeddings. Currently at version 0.15.1, Flair maintains a regular release cadence, often monthly or bi-monthly, consistently adding new features and addressing bug fixes.","language":"python","status":"active","version":"0.15.1","tags":["NLP","Natural Language Processing","Deep Learning","PyTorch","Text Processing","Embeddings","NER","Sentiment Analysis","Text Classification"],"last_verified":"Sun May 24","install":[{"cmd":"pip install flair","imports":["from flair.data import Sentence","from flair.nn import Classifier","from flair.models import SequenceTagger","from flair.models import TextClassifier","from flair.trainers import ModelTrainer","from flair.embeddings import WordEmbeddings","from flair.embeddings import TransformerDocumentEmbeddings"]}],"homepage":"https://flairnlp.github.io/flair","github":"https://github.com/flairNLP/flair","docs":null,"changelog":null,"pypi":"https://pypi.org/project/flair/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":{"summary":{"python_range":"3.10–3.9","success_rate":0,"avg_install_s":null,"avg_import_s":null,"wheel_type":null},"url":"https://checklist.day/v1/registry/flair/compatibility"}}