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Top 23 Nlu Open-Source Projects
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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
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nlp.js
An NLP library for building bots, with entity extraction, sentiment analysis, automatic language identify, and so more
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
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Parrot_Paraphraser
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.
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nlu
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.
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WorkOS
The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
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BotLibre
An open platform for artificial intelligence, chat bots, virtual agents, social media automation, and live chat automation.
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indonlu
The first-ever vast natural language processing benchmark for Indonesian Language. We provide multiple downstream tasks, pre-trained IndoBERT models, and a starter code! (AACL-IJCNLP 2020)
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airy
💬 Open Source App Framework to build streaming apps with real-time data - 💎 Build real-time data pipelines and make real-time data universally accessible - 🤖 Join historical and real-time data in the stream to create smarter ML and AI applications. - ⚡ Standardize complex data ingestion and stream data to apps with pre-built connectors
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sepia-docs
Documentation and Wiki for SEPIA. Please post your questions and bug-reports here in the issues section! Thank you :-)
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rasa-sample-nlu-bot
A sample RASA powered NLU chatbot boilerplate which showcases the various different messaging features of MACHAAO Chat Apps Platform via a custom connector
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NLU-engine-prototype-benchmarks
Demo and benchmarks for building an NLU engine similar to those in voice assistants. Several intent classifiers are implemented and benchmarked. Conditional Random Fields (CRFs) are used for entity extraction.
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Project mention: 🔥🚀 Top 10 Open-Source Must-Have Tools for Crafting Your Own Chatbot 🤖💬 | dev.to | 2023-11-06Support Rasa on GitHub ⭐
We'll use the "natural" NLP library; follow the previous session to understand how to set up your environment.
Project mention: How do I use python modules in NextJS python serverless functions | /r/nextjs | 2023-05-30fastapi==0.95.2 uvicorn[standard] parrot @ git+https://github.com/PrithivirajDamodaran/Parrot_Paraphraser.git
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Index
What are some of the best open-source Nlu projects? This list will help you:
Project | Stars | |
---|---|---|
1 | rasa | 17,919 |
2 | nlp.js | 6,069 |
3 | Parrot_Paraphraser | 845 |
4 | opsdroid | 811 |
5 | nlu | 803 |
6 | rhino | 591 |
7 | resin | 564 |
8 | BotLibre | 563 |
9 | picovoice | 495 |
10 | indonlu | 490 |
11 | airy | 360 |
12 | snips-nlu-rs | 337 |
13 | sepia-docs | 229 |
14 | awesome-hungarian-nlp | 204 |
15 | converse | 176 |
16 | awesome-conversational-ai | 152 |
17 | wit-go | 150 |
18 | botfuel-dialog | 101 |
19 | dialogflow-cx-cli | 41 |
20 | transpiler | 25 |
21 | rasa-sample-nlu-bot | 7 |
22 | NLU-engine-prototype-benchmarks | 5 |
23 | light-text-prepro | 3 |