Amazon Lex vs. Google Cloud Natural Language API Comparison


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About Amazon Lex is a service for building conversational interfaces into any application using voice and text. Amazon Lex provides the advanced deep learning functionalities of automatic speech recognition (ASR) for converting speech to text, and natural language understanding (NLU) to recognize the intent of the text, to enable you to build applications with highly engaging user experiences and lifelike conversational interactions. With Amazon Lex, the same deep learning technologies that power Amazon Alexa are now available to any developer, enabling you to quickly and easily build sophisticated, natural language, conversational bots (“chatbots”). With Amazon Lex, you can build bots to increase contact center productivity, automate simple tasks, and drive operational efficiencies across the enterprise. As a fully managed service, Amazon Lex scales automatically, so you don’t need to worry about managing infrastructure.	About Get insightful text analysis with machine learning that extracts, analyzes, and stores text. Train high-quality machine learning custom models without a single line of code with AutoML. Apply natural language understanding (NLU) to apps with Natural Language API. Use entity analysis to find and label fields within a document, including emails, chat, and social media, and then sentiment analysis to understand customer opinions to find actionable product and UX insights. Natural Language with speech-to-text API extracts insights from audio. Vision API adds optical character recognition (OCR) for scanned docs. Translation API understands sentiments in multiple languages. Use custom entity extraction to identify domain-specific entities within documents, many of which don’t appear in standard language models, without having to spend time or money on manual analysis. Train your own high-quality machine learning custom models to classify, extract, and detect sentiment.
Platforms Supported Windows Mac Linux Cloud On-Premises iPhone iPad Android Chromebook	Platforms Supported Windows Mac Linux Cloud On-Premises iPhone iPad Android Chromebook
Audience Organizations that want to build a powerful chatbot	Audience Developers seeking a solution to derive insights from unstructured text using Google machine learning
Support Phone Support 24/7 Live Support Online	Support Phone Support 24/7 Live Support Online
API Offers API	API Offers API
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing No information available. Free Version Free Trial	Pricing No information available. Free Version Free Trial
Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software	Reviews/Ratings Overall 5.0 / 5 ease 5.0 / 5 features 5.0 / 5 design 5.0 / 5 support 5.0 / 5 Read all reviews
Training Documentation Webinars Live Online In Person	Training Documentation Webinars Live Online In Person
Company Information Amazon Founded: 1994 United States aws.amazon.com/lex/	Company Information Google Founded: 1998 United States cloud.google.com/natural-language
Alternatives kama DEI kama.ai	Alternatives Komprehend
IBM watsonx Assistant IBM	Semantria Lexalytics
Amazon Polly Amazon	Kimola Cognitive Kimola
Dialogflow Google	Watson Natural Language Understanding IBM
MindMeld Cisco DevNet View All	Azure Text Analytics Microsoft View All
Categories AI Voice Agents Artificial Intelligence (AI) APIs Chatbot Conversational AI Natural Language Generation Natural Language Processing Speech to Text Voice Bot	Categories AI Tools Artificial Intelligence (AI) APIs Data Extraction Healthcare AI Machine Learning Natural Language Generation Natural Language Processing Qualitative Data Analysis Sentiment Analysis Text Analytics Text Mining
	Natural Language Generation Features Business Intelligence Chatbot CRM Data Analysis and Reports Email Marketing Financial Reporting Multiple Language Support SEO Web Content Natural Language Processing Features Co-Reference Resolution In-Database Text Analytics Named Entity Recognition Natural Language Generation (NLG) Open Source Integrations Parsing Part-of-Speech Tagging Sentence Segmentation Stemming/Lemmatization Tokenization Show More Features Data Extraction Features Disparate Data Collection Document Extraction Email Address Extraction Image Extraction IP Address Extraction Phone Number Extraction Pricing Extraction Web Data Extraction Machine Learning Features Deep Learning ML Algorithm Library Model Training Natural Language Processing (NLP) Predictive Modeling Statistical / Mathematical Tools Templates Visualization Qualitative Data Analysis Features Annotations Collaboration Data Visualization Media Analytics Mixed Methods Research Multi-Language Qualitative Comparative Analysis Quantitative Content Analysis Sentiment Analysis Statistical Analysis Text Analytics User Research Analysis Text Mining Features Boolean Queries Document Filtering Graphical Data Presentation Language Detection Predictive Modeling Sentiment Analysis Summarization Tagging Taxonomy Classification Text Analysis Topic Clustering
Integrations PubNub AWS AI Services Amazon CloudWatch Amazon DynamoDB Axon Ivy BotCore Elastic Path Facebook Gemini 1.5 Pro Gemini 2.0 Gemini Advanced Gemini Pro HubSpot CRM HubSpot Customer Platform Microsoft Dynamics 365 Smart IVR Stackreaction Unremot WhosOn XCALLY Show More Integrations View All 30 Integrations	Integrations PubNub AWS AI Services Amazon CloudWatch Amazon DynamoDB Axon Ivy BotCore Elastic Path Facebook Gemini 1.5 Pro Gemini 2.0 Gemini Advanced Gemini Pro HubSpot CRM HubSpot Customer Platform Microsoft Dynamics 365 Smart IVR Stackreaction Unremot WhosOn XCALLY Show More Integrations View All 18 Integrations
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