{"id":23294,"library":"autogluon.text","title":"AutoGluon-Text","description":"AutoGluon-Text is a submodule of AutoGluon for text classification and regression. It provides automated machine learning with multi-modal support (text, image, tabular). The latest PyPI version is 0.6.2, but the project has moved to a unified autogluon package (current version ~1.5.0). Release cadence is quarterly. Note: The autogluon.text package is deprecated; use autogluon>=1.0 and import from autogluon.multimodal instead.","status":"deprecated","version":"0.6.2","language":"python","source_language":"en","source_url":"https://github.com/autogluon/autogluon","tags":["autogluon","text","classification","automl","deprecated"],"install":[{"cmd":"pip install autogluon.text","lang":"bash","label":"Install standalone text module (legacy)"}],"dependencies":[{"reason":"Required for base AutoGluon functionality.","package":"autogluon.core","optional":false},{"reason":"Deep learning framework for text models.","package":"torch","optional":false}],"imports":[{"note":"TextPredictor is in autogluon.text, not autogluon directly.","wrong":"from autogluon import TextPredictor","symbol":"TextPredictor","correct":"from autogluon.text import TextPredictor"}],"quickstart":{"code":"from autogluon.text import TextPredictor\n\n# Download and train on a sample dataset\npredictor = TextPredictor(label='label', eval_metric='acc')\npredictor.fit('https://autogluon.s3.amazonaws.com/datasets/Inc/train.csv')\n\n# Predict on test data\npredictions = predictor.predict('https://autogluon.s3.amazonaws.com/datasets/Inc/test.csv')\nprint(predictions.head())","lang":"python","description":"Train a text classifier using AutoGluon-Text on a sample dataset. Note: use autogluon>=1.0 for new projects."},"warnings":[{"fix":"Switch to autogluon>=1.0 and use MultiModalPredictor from autogluon.multimodal.","message":"autogluon.text is deprecated in favor of autogluon.multimodal. New projects should use 'from autogluon.multimodal import MultiModalPredictor'.","severity":"deprecated","affected_versions":">=1.0"},{"fix":"Install autogluon (full) for all features: 'pip install autogluon'.","message":"pip install autogluon.text does not install the full autogluon suite. It only installs the text subpackage, which may have missing dependencies for image or tabular tasks.","severity":"gotcha","affected_versions":"All"},{"fix":"Use Python 3.8 or 3.9, or upgrade to autogluon>=1.0 which supports Python 3.8-3.12.","message":"Python 3.10+ not supported in autogluon.text 0.6.2. Requires Python >=3.7,<3.10.","severity":"breaking","affected_versions":"0.6.2"},{"fix":"Transition to 'pip install autogluon' and use MultiModalPredictor.","message":"The standalone autogluon.text package is no longer maintained. All future updates are in the unified autogluon package.","severity":"deprecated","affected_versions":">=0.6.2"}],"env_vars":null,"search_vec":"'0.6.2':35 '1.0':61 '1.5.0':48 'autogluon':2,5,11,44,60,67 'autogluon-text':1,4 'autogluon.multimodal':65 'autogluon.text':55 'autom':19 'automl':70 'cadenc':50 'classif':14,69 'current':46 'deprec':58,71 'imag':28 'import':63 'instead':66 'latest':31 'learn':21 'machin':20 'modal':25 'move':40 'multi':24 'multi-mod':23 'note':53 'packag':45,56 'project':38 'provid':18 'pypi':32 'quarter':52 'regress':16 'releas':49 'submodul':9 'support':26 'tabular':29 'text':3,6,13,27,68 'unifi':43 'use':59 'version':33,47","created_at":"2026-05-01T08:06:59.587785+00:00","updated_at":"2026-05-01T08:06:59.587785+00:00","problems":{"verify_error":"× Failed to build `pandas==1.3.5`\n  ├─▶ The build backend returned an error\n  ╰─▶ Call to `setuptools.build_meta:__legacy__.build_wheel` failed (exit\n      status: 1)\n\n      [stderr]\n      Traceback (most recent call last):\n        File \"<string>\", line 14, in <module>\n        File\n      \"/home/xor/"},"ecosystem":"pypi","meta_description":null,"install_score":null,"quickstart_score":null,"quickstart_tag":null,"pypi_latest":"0.6.2","cli_name":"","cli_version":null,"type":"library","homepage":null,"github":"https://github.com/autogluon/autogluon","docs":"https://auto.gluon.ai","changelog":null,"pypi":"https://pypi.org/project/autogluon.text/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"categories":["ai-ml","llm-agents"],"base_url":null,"auth_type":null,"provenance":{"verified_status":"install_fail","verified_at":"2026-06-28","last_verified":"2026-06-28","next_check":"2026-07-06","install_tag":null}}