stealth - An open source Ruby framework for conversational voice and text chatbots. 🤖

•    Ruby

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Stealth is a Ruby based framework for creating conversational (voice & chat) bots. It's design is inspired by Ruby on Rails's philosophy of convention over configuration. It has an MVC architecture with the slight caveat that views are aptly named replies. Stealth is extensible. All service integrations are split out into separate Ruby Gems. Things like analytics and natural language processing (NLP) can be added in as gems as well.

chatbot chatbot-framework voice bot bot-framework bots natural-language-processing stealth rails alexa-skill alexa-skills-kit facebook-messenger-bot conversational-ui conversational-bots conversational-agents conversational-ai

olivia - 💁‍♀️Your new best friend powered by an artificial neural network

•    Go

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Olivia is an open-source chatbot built in Golang using Machine Learning technologies. Its goal is to provide a free and open-source alternative to big services like DialogFlow. You can chat with her by speaking (STT) or writing, she replies with a text message but you can enable her voice (TTS).

translations machine-learning natural-language-processing ai deep-learning neural-network backend chatbot artificial-intelligence assistant olivia voice-assistant

spark-nlp - Natural Language Understanding Library for Apache Spark.

•    Jupyter

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John Snow Labs Spark-NLP is a natural language processing library built on top of Apache Spark ML. It provides simple, performant & accurate NLP annotations for machine learning pipelines, that scale easily in a distributed environment. This library has been uploaded to the spark-packages repository https://spark-packages.org/package/JohnSnowLabs/spark-nlp .

nlp nlu natural-language-processing natural-language-understanding spark spark-ml pyspark machine-learning named-entity-recognition sentiment-analysis lemmatizer spell-checker tokenizer entity-extraction stemmer part-of-speech-tagger annotation-framework

nlp-architect - NLP Architect by Intel AI Lab: Python library for exploring the state-of-the-art deep learning topologies and techniques for natural language processing and natural language understanding

•    Python

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NLP Architect is an open-source Python library for exploring state-of-the-art deep learning topologies and techniques for natural language processing and natural language understanding. It is intended to be a platform for future research and collaboration. Framework documentation on NLP models, algorithms, and modules, and instructions on how to contribute can be found at our main documentation site.

deeplearning nlp nlu tensorflow dynet keras

Mycroft - an Artificial intelligence for everyone

•    Python

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Mycroft is an Artificial intelligence for everyone. It uses open software to process natural language, determine your intent and take action. It can integrate a host of professional functions – Control scenes to conserve power, grant office access with your voice. It can control all of your media and devices with the sound of your voice. Adjust your thermostat, turn on your lights, water your lawn, play your favorite movie and lot more.

ai nlp voice-assistant raspberry-pi natural-language-processing natural-language voice-as-an-interface artificial-intelligence personal-assistant speech-recognition

nlp-with-ruby - Practical Natural Language Processing done in Ruby.

•    Ruby

---

This curated list comprises awesome resources, libraries, information sources about computational processing of texts in human languages with the Ruby programming language. That field is often referred to as NLP, Computational Linguistics, HLT (Human Language Technology) and can be brought in conjunction with Artificial Intelligence, Machine Learning, Information Retrieval, Text Mining, Knowledge Extraction and other related disciplines. This list comes from our day to day work on Language Models and NLP Tools. Read why this list is awesome. Our FAQ describes the important decisions and useful answers you may be interested in.

machine-learning natural-language-processing nlp sentiment-analysis pos-tag awesome awesome-list list computational-linguistics rubynlp rubyml

spaCy - 💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython

•    Python

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spaCy is a library for advanced Natural Language Processing in Python and Cython. It's built on the very latest research, and was designed from day one to be used in real products. spaCy comes with pre-trained statistical models and word vectors, and currently supports tokenization for 20+ languages. It features the fastest syntactic parser in the world, convolutional neural network models for tagging, parsing and named entity recognition and easy deep learning integration. It's commercial open-source software, released under the MIT license. 💫 Version 2.0 out now! Check out the new features here.

natural-language-processing data-science big-data machine-learning cython nlp artificial-intelligence ai spacy nlp-library neural-network neural-networks deep-learning

spago - Self-contained Machine Learning and Natural Language Processing library in Go

•    Go

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A Machine Learning library written in pure Go designed to support relevant neural architectures in Natural Language Processing. spaGO is self-contained, in that it uses its own lightweight computational graph framework for both training and inference, easy to understand from start to finish.

nlp machine-learning natural-language-processing deep-learning neural-network automatic-differentiation artificial-intelligence recurrent-networks lstm computation-graph question-answering bart automatic-translation deeplearning language-model bert transformer-architecture bert-as-service named-entities-recognition

OpenCog - Framework to build Artificial Intelligence Programs

•    C++

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The OpenCog Framework is a platform to build and share artificial intelligence programs. It includes components for procedural and declarative knowledge representation (AtomSpace), task scheduling (CogServer), AI algorithm containers (MindAgents), connectors to instant messaging and virtual world systems, and other components. MindAgents and other add-ons explore a wide variety of AI techniques including evolutionary program learning (MOSES), natural language processing, and others.

artificial-intelligence neural-network nlp

Botpress - The Ultimate Bot Framework

•    Typescript

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Botpress is an open-source bot creation tool written in TypeScript. It is powered by a rich set of open-source modules built by the community. Botpress is like, the WordPress of bots; anyone can create and reuse other people's modules. It is the ultimate open-source conversational platform with built-in natural language processing (NLU), easy-to-use graphical interface and dialog manager.

chatbot bot chat botpress bot-framework sdk bot-builder microsoft-bot-framework botkit botkit-bots bots conversation

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

•    Python

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NLP Architect is an open source Python library for exploring state-of-the-art deep learning topologies and techniques for optimizing Natural Language Processing and Natural Language Understanding Neural Networks. NLP Architect is an NLP library designed to be flexible, easy to extend, allow for easy and rapid integration of NLP models in applications and to showcase optimized models.

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

Obsei - Low code AI powered automation tool

•    Python

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Obsei is a low code AI powered automation tool. It can be used in various business flows like social listening, AI based alerting, brand image analysis, comparative study and more. It consist of Observer, Analyzer and Informer. Observer observes the platform like Twitter, Facebook, App Stores, Google reviews, Amazon reviews, News, Website etc and feed that information. Analyzer performs text analysis like classification, sentiment, translation, PII on the analyzed data. Informer sends it to ticketing system, data store, dataframe etc for further action and analysis.

nlp workflow natural-language-processing sentiment-analysis text-classification customer-support text-analysis artificial-intelligence text-analytics social-network-analysis workflow-automation low-code anonymization issue-tracking-system process-automation customer-engagement lowcode business-process-automation social-listening

AIDL-Series - :books: Series of Artificial Intelligence & Deep Learning, including Mathematics Fundamentals, Python Practices, NLP Application, etc

•    

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:books: Series of Artificial Intelligence & Deep Learning, including Mathematics Fundamentals, Python Practices, NLP Application, etc. 💫 人工智能与深度学习实战，机器学习篇 | Tensoflow 篇

datascience machinelearning deeplearning neural-network natural-language-processing artificial-intelligence

Stanza - A Python NLP Library for Many Human Languages

•    Python

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Stanza is a Python NLP Library for Many Human Languages. It contains support for running various accurate natural language processing tools on 60+ languages and for accessing the Java Stanford CoreNLP software from Python. A new collection of biomedical and clinical English model packages are now available, offering seamless experience for syntactic analysis and named entity recognition (NER) from biomedical literature text and clinical notes.

nlp machine-learning natural-language-processing deep-learning pytorch artificial-intelligence named-entity-recognition universal-dependencies corenlp

snips-nlu - Snips Python library to extract meaning from text

•    Python

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Snips NLU (Natural Language Understanding) is a Python library that allows to parse sentences written in natural language and extracts structured information. To find out how to use Snips NLU please refer to our documentation, it will provide you with a step-by-step guide on how to use and setup our library.

nlp nlu machine-learning data-science text-classification intent-classification ner named-entity-recognition slot-filling intent-parser information-extraction snips natural-language-processing

RUBRIX - Python framework to explore, label, and monitor data for NLP

•    Python

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Rubrix is a production-ready Python framework for exploring, annotating, and managing data in NLP projects. Most annotation tools treat data collection as a one-off activity at the beginning of each project. In real-world projects, data collection is a key activity of the iterative process of ML model development. Once a model goes into production, you want to monitor and analyze its predictions, and collect more data to improve your model over time. Rubrix is designed to close this gap, enabling you to iterate as much as you need.

nlp elasticsearch data-science machine-learning natural-language-processing pytorch artificial-intelligence weak-supervision knowledge-graph developer-tools active-learning annotation-tool weakly-supervised-learning human-in-the-loop mlops text-labeling

Repo-2017 - Python codes in Machine Learning, NLP, Deep Learning and Reinforcement Learning with Keras and Theano

•    Python

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Welcome to my GitHub repo. I am a Data Scientist and I code in R, Python and Wolfram Mathematica. Here you will find some Machine Learning, Deep Learning, Natural Language Processing and Artificial Intelligence models I developed.

anomaly-detection deep-learning autoencoder keras keras-models denoising-autoencoders generative-adversarial-network glove keras-layer word2vec nlp natural-language-processing sentiment-analysis opencv segnet resnet-50 variational-autoencoder t-sne svm-classifier latent-dirichlet-allocation

Rasa - Create chatbots and voice assistants

•    Python

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Rasa is an open source machine learning framework to automate text-and voice-based conversations. With Rasa, you can build chatbots on Facebook, Slack, Microsoft Bot Framework, Rocket.Chat, Mattermost, Telegram etc. Rasa's primary purpose is to help you build contextual, layered conversations with lots of back-and-forth. To have a real conversation, you need to have some memory and build on things that were said earlier. Rasa lets you do that in a scalable way.

nlp machine-learning machine-learning-library bot bots botkit conversational-bots conversational-agents conversational-ai spacy mitie chatbot chatbots chatbots-framework bot-framework natural-language-processing

alan-sdk-web - Voice assistant SDK for Web by Alan AI lets you quickly add a voice assistant or chatbot to your app built with React, Angular, Vue, Ember, JavaScript, Electron

•    Javascript

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Quickly add voice to your app with the Alan Platform. Create an in-app voice assistant to enable human-like conversations and provide a personalized voice experience for every user. A powerful web-based IDE where you can write, test and debug dialog scenarios for your voice assistant or chatbot.

machine-learning text-to-speech sdk chatbot voice voice-commands speech-recognition voice-control voice-assistant conversational-ai voice-ai alan-voice alan-ai alan-studio alan-web-sdk alan-sdk-web ai conversational nlp natural-language dialogs dialog-flow enterprise-ai voice-development add-voice-to-your-app voice-interface

opencog - A framework for integrated Artificial Intelligence & Artificial General Intelligence (AGI)

•    Scheme

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OpenCog is a framework for developing AI systems, especially appropriate for integrative multi-algorithm systems, and artificial general intelligence systems. Though much work remains to be done, it currently contains a functional core framework, and a number of cognitive agents at varying levels of completion, some already displaying interesting and useful functionalities alone and in combination. With the exception of MOSES and the CogServer, all of the above are in active development, are half-baked, poorly documented, mis-designed, subject to experimentation, and generally in need of love an attention. This is where experimentation and integration are taking place, and, like any laboratory, things are a bit fluid and chaotic.

agi natural-language natural-language-inference natural-language-understanding robotics robot-controller learning learning-algorithm unsupervised-learning unsupervised-machine-learning unsupervised-learning-algorithms