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Pros of rasa NLU
- Open Source9
- Docker Image6
- Self Hosted6
- Comes with rasa_core3
- Enterprise Ready1
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Pros of SpaCy
- Speed12
- No vendor lock-in2
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Cons of rasa NLU
Cons of Semantria
Cons of SpaCy
Cons of rasa NLU
- No interface provided4
- Wdfsdf4
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Cons of SpaCy
- Requires creating a training set and managing training1
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What is rasa NLU?
rasa NLU (Natural Language Understanding) is a tool for intent classification and entity extraction. You can think of rasa NLU as a set of high level APIs for building your own language parser using existing NLP and ML libraries.
What is Semantria?
Semantria applies Text and Sentiment Analysis to tweets, facebook posts, surveys, reviews or enterprise content.
What is SpaCy?
It 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. It comes with pre-trained statistical models and word vectors, and currently supports tokenization for 49+ languages.
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What tools integrate with rasa NLU?
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What are some alternatives to rasa NLU, Semantria, and SpaCy?
Dialogflow
Give users new ways to interact with your product by building engaging voice and text-based conversational apps.
NLTK
It is a suite of libraries and programs for symbolic and statistical natural language processing for English written in the Python programming language.
TensorFlow
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Postman
It is the only complete API development environment, used by nearly five million developers and more than 100,000 companies worldwide.
Postman
It is the only complete API development environment, used by nearly five million developers and more than 100,000 companies worldwide.