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RasaHQ /rasa

Star21.1k

💬 Open source machine learning framework to automate text- and voice-based conversations: NLU, dialogue management, connect to Slack, Facebook, and more - Create chatbots and voice assistants

nlp bot machine-learning natural-language-processing bots botkit chatbot bot-framework nlu spacy mitie chatbots machine-learning-library wit rasa conversational-agents conversational-bots chatbots-framework conversational-ai conversation-driven-development

UpdatedJan 29, 2026
Python

axa-group /nlp.js

Star6.6k

An NLP library for building bots, with entity extraction, sentiment analysis, automatic language identify, and so more

nodejs javascript nlp bot classifier natural-language-processing bots sentiment-analysis chatbot nlu hacktoberfest entity-extraction conversational-ai

UpdatedJan 9, 2025
JavaScript

microsoft /nlp-recipes

Star6.4k

Natural Language Processing Best Practices & Examples

nlp machine-learning natural-language-processing deep-learning text-classification text best-practices natural-language nlu pretrained-models natural-language-inference natural-language-understanding sota transfomer nli azure-ml mlflow

UpdatedAug 30, 2022
Python

CLUEbenchmark /CLUE

Star4.2k

中文语言理解测评基准 Chinese Language Understanding Evaluation Benchmark: datasets, baselines, pre-trained models, corpus and leaderboard

benchmark tensorflow nlu glue corpus transformers pytorch dataset chinese pretrained-models language-model albert bert roberta chineseglue

UpdatedFeb 6, 2026
Python

snipsco /snips-nlu

Star4k

Snips Python library to extract meaning from text

python nlp bot machine-learning text-classification chatbot nlu ml information-extraction named-entity-recognition machine-learning-library ner snips slot-filling intent-classification intent-parser

UpdatedMay 22, 2023
Python

IntelLabs /nlp-architect

Star2.9k

A model library for exploring state-of-the-art deep learning topologies and techniques for optimizing Natural Language Processing neural networks

nlp deep-learning tensorflow nlu transformers pytorch deeplearning quantization bert dynet

UpdatedNov 7, 2022
Python

dmlc /gluon-nlp

Star2.5k

NLP made easy

nlp machine-learning natural-language-processing deep-learning mxnet numpy nlu gluon natural-language-generation nlg natural-language-inference natural-language-understanding gluonnlp

UpdatedOct 6, 2023
Python

Delta-ML /delta

Star1.6k

DELTA is a deep learning based natural language and speech processing platform. LF AI & DATA Projects:https://lfaidata.foundation/projects/delta/

nlp front-end ops deep-learning text-classification tensorflow nlu speech inference text-generation speech-recognition seq2seq sequence-to-sequence speaker-verification asr tensorflow-serving emotion-recognition custom-ops serving tensorflow-lite

UpdatedApr 16, 2025
Python

facebookarchive /duckling_old

Star1.3k

Deprecated in favor ofhttps://github.com/facebook/duckling

nlp parser nlu

UpdatedMay 30, 2019
Clojure

charlesXu86 /Chatbot_CN

Star1.3k

基于金融-司法领域(兼有闲聊性质)的聊天机器人，其中的主要模块有信息抽取、NLU、NLG、知识图谱等，并且利用Django整合了前端展示,目前已经封装了nlp和kg的restful接口

reinforcement-learning deep-learning sentiment-analysis text-classification tensorflow nlu knowledge-graph recommendation nlg ner attention-mechanism ir dialogue-systems slot-filling oriented-dialogs intent-detection django-restful chatbot-cn tenserflow-serving text-correct

UpdatedJun 13, 2021

paschmann /rasa-ui

Star967

Rasa UI is a frontend for the Rasa Framework

nodejs nlp angular nlu rasa-nlu nlp-apis rasa nlp-machine-learning manage-bots

UpdatedNov 12, 2025
JavaScript

JohnSnowLabs /nlu

Star958

1 line for thousands of State of The Art NLP models in hundreds of languages The fastest and most accurate way to solve text problems.

sentiment-analysis text-classification entity-resolution nlu transformers language-detection pandas named-entity-recognition text-summarization seq2seq lemmatizer spell-checker text-translation dependency-parsing sentiment-classifier natural-language-understanding sentence-embeddings t5 streamlit bert-embedding

UpdatedJan 28, 2025
Python

Hexastack /Hexabot

Star916

Hexabot is an open-source AI chatbot / agent builder. It allows you to create and manage multi-channel and multilingual chatbots / agents with ease.

agent ai chatbot bot-framework nlu artificial-intelligence gemini chatbots llama agents chatbot-framework mistral conversational-ai llm chatgpt claude-ai openassistant agentic ollama deepseek

UpdatedFeb 20, 2026
TypeScript

PrithivirajDamodaran /Parrot_Paraphraser

Sponsor

Star913

A practical and feature-rich paraphrasing framework to augment human intents in text form to build robust NLU models for conversational engines. Created by Prithiviraj Damodaran. Open to pull requests and other forms of collaboration.

nlu rasa-nlu intents slot-filling paraphrase paraphrase-generation paraphrased-data