PURE VS rasa

Compare PURE vs rasa and see what are their differences.

PURE

[NAACL 2021] A Frustratingly Easy Approach for Entity and Relation Extraction https://arxiv.org/abs/2010.12812 (by princeton-nlp)

rasa

💬 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 (by RasaHQ)
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PURE rasa
1 16
763 17,984
1.7% 1.0%
0.0 9.6
almost 2 years ago 5 days ago
Python Python
MIT License Apache License 2.0
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

PURE

Posts with mentions or reviews of PURE. We have used some of these posts to build our list of alternatives and similar projects.
  • Relationship extraction
    1 project | /r/LanguageTechnology | 9 Jun 2021
    Searching for good models is actually a review and I encourage you on doing that. Simply search on some papers databases using the desired keywords. One fine model that has been released recently is the PURE model (https://github.com/princeton-nlp/PURE) which solves both Entity and Relation extraction using BERT and achieves SoTA results on ACE.

rasa

Posts with mentions or reviews of rasa. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-11-06.

What are some alternatives?

When comparing PURE and rasa you can also consider the following projects:

bert - TensorFlow code and pre-trained models for BERT

ChatterBot - ChatterBot is a machine learning, conversational dialog engine for creating chat bots

OpenNRE - An Open-Source Package for Neural Relation Extraction (NRE)

opendialog - OpenDialog is a Conversational Experience Platform - the starting point for your own conversational applications.

flair - A very simple framework for state-of-the-art Natural Language Processing (NLP)

chatwoot - Open-source live-chat, email support, omni-channel desk. An alternative to Intercom, Zendesk, Salesforce Service Cloud etc. 🔥💬

spaCy - 💫 Industrial-strength Natural Language Processing (NLP) in Python

tock - Tock, the open source conversational AI toolkit.

botman - A framework agnostic PHP library to build chat bots

botkit - Botkit is an open source developer tool for building chat bots, apps and custom integrations for major messaging platforms.

BotFramework-Composer - Dialog creation and management for Microsoft Bot Framework Applications

botfront - Enterprise-grade open source GUI platform for Rasa teams