Amazon Comprehend
spaCy
Google Cloud Natural Language API
FuzzyWuzzy
Microsoft Bing Spell Check API
OpenNLP
PyNLPl
Chattermill
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Defense-in-Depth for Content Safety: Amazon Comprehend pre-processing > Amazon Bedrock Guardrails > Lambda post-processing > API Gateway filtering. Includes threat detection for prompt injection, jailbreaks, and input sanitisation. - Source: dev.to / 4 months ago
Production-grade solutions leverage AWS AI/ML services to complement Amazon Bedrock. Amazon Comprehend provides natural language processing capabilities. Amazon Rekognition captures frames from videos for visual analysis. Amazon Bedrock Data Automation handles complex document processing, while Amazon Textract extracts text and data from documents. - Source: dev.to / 4 months ago
Analyzing text for sentiment or key phrases using Amazon Comprehend. - Source: dev.to / 8 months ago
Speech-to-Text Conversion: The AudioProcessing class extracts and processes audio using Amazon Transcribe StartTranscriptionJob API . With IdentifyMultipleLanguages as True , Transcribe uses Amazon Comprehend to identify the language in the audio, If you know the language of your media file, specify it using the LanguageCode parameter. - Source: dev.to / over 1 year ago
To learn more about Amazon Comprehend: Official Page. - Source: dev.to / almost 2 years ago
spaCy - spaCy is a library for advanced natural language processing in Python and Cython.
Google Cloud Natural Language API - Natural language API using Google machine learning
FuzzyWuzzy - FuzzyWuzzy is a Fuzzy String Matching in Python that uses Levenshtein Distance to calculate the differences between sequences.
Microsoft Bing Spell Check API - Enhance your apps with the Bing Spell Check API from Microsoft Azure. The spell check API corrects spelling mistakes as users are typing.
OpenNLP - Apache OpenNLP is a machine learning based toolkit for the processing of natural language text.
PyNLPl - PyNLPl, pronounced as 'pineapple', is a Python library for Natural Language Processing. It contains various modules useful for common, and less common, NLP tasks. PyNLPl can be used for bas...