Top 9 Python Nlu Projects

rasa

6 15,828 9.9 Python

💬 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

Project mention: Problem with RASA Open Source "The client is using an unsupported version of the Socket.IO or Engine.IO" | reddit.com/r/learnprogramming | 2023-03-20

There was already a GitHub issue https://github.com/RasaHQ/rasa/issues/11084 but it seems like there was no solution provided.
gluon-nlp

2 2,479 0.0 Python

NLP made easy

Project mention: How usable is Julia for Natural Language Processing Machine learning? | reddit.com/r/Julia | 2022-10-28
InfluxDB

www.influxdata.com
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Parrot_Paraphraser

0 750 5.2 Python

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.
opsdroid

1 743 8.3 Python

🤖 An open source chat-ops bot framework

Project mention: Planing 0.4 | dev.to | 2022-11-30

I decided to add to an open source Python based chat bot called opsdroid. I was initially worried about whether I had what it takes to do another code contribution on time, learning an entirely new project is always daunting. I brought it up to my professor David and he encouraged me to go for it, an honest attempt at something beyond my capabilities would be taken into consideration for the final project and to "be fearless. don't let code push you around.
nlu

0 639 9.4 Python

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.
picovoice

8 344 8.9 Python

On-device voice assistant platform powered by deep learning

Project mention: Speech Recognition in Unity: Adding Voice Input | dev.to | 2023-02-16

Download the Picovoice Unity package
transpiler

3 23 10.0 Python

Implementation of Flex's transpiler using the NLU model trained using Rasa NLU

Project mention: Show HN: Flex – transpile natural language to a programming language | news.ycombinator.com | 2022-11-10

At the moment it can recognise the type of statements in the training data set [1] and transpile them to Python, Java or C++ using the mappings defined here [2].
This is very different from how Codex/Autopilot work as it is trained using an NLU framework [3] which is usually used for training chatbots.
[1]: https://github.com/Flex-lang/transpiler/tree/master/transpil...
[2]: https://github.com/Flex-lang/transpiler/tree/master/transpil...
[3]: https://github.com/RasaHQ/rasa
Sonar

www.sonarsource.com
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rasa-sample-nlu-bot

1 7 0.0 Python

A sample RASA powered NLU chatbot boilerplate which showcases the various different messaging features of MACHAAO Chat Apps Platform via a custom connector

Project mention: Is an automated support chatbot powered by GPT-3 a bad idea? | reddit.com/r/GPT3 | 2022-11-04
light-text-prepro

1 3 10.0 Python

Python module that collects regex rules

Project mention: Show HN: Light Text Pre-processing – create a chain of built-in regex rules | news.ycombinator.com | 2022-09-30

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020). The latest post mention was on 2023-03-20.