Google Cloud Natural Language API vs. Haystack Comparison


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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.	About Apply the latest NLP technology to your own data with the use of Haystack's pipeline architecture. Implement production-ready semantic search, question answering, summarization and document ranking for a wide range of NLP applications. Evaluate components and fine-tune models. Ask questions in natural language and find granular answers in your documents using the latest QA models with the help of Haystack pipelines. Perform semantic search and retrieve ranked documents according to meaning, not just keywords! Make use of and compare the latest pre-trained transformer-based languages models like OpenAI’s GPT-3, BERT, RoBERTa, DPR, and more. Build semantic search and question-answering applications that can scale to millions of documents. Building blocks for the entire product development cycle such as file converters, indexing functions, models, labeling tools, domain adaptation modules, and REST API.
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 Developers seeking a solution to derive insights from unstructured text using Google machine learning	Audience Businesses and developers wanting a solution to evaluate components and fine-tune models to improve their applications
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 5.0 / 5 ease 5.0 / 5 features 5.0 / 5 design 5.0 / 5 support 5.0 / 5 Read all reviews	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
Training Documentation Webinars Live Online In Person	Training Documentation Webinars Live Online In Person
Company Information Google Founded: 1998 United States cloud.google.com/natural-language	Company Information deepset Founded: 2018 Germany haystack.deepset.ai/
Alternatives Komprehend	Alternatives LangChain
Semantria Lexalytics	LlamaIndex
Kimola Cognitive Kimola	RAGFlow
Watson Natural Language Understanding IBM	Klu
Azure Text Analytics Microsoft View All	Cohere Cohere AI View All
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	Categories AI Fine-Tuning Natural Language Processing Prompt Engineering
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 Natural Language Generation Features Business Intelligence Chatbot CRM Data Analysis and Reports Email Marketing Financial Reporting Multiple Language Support SEO Web Content 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 BERT DPR Elasticsearch Faiss GPT-3 Gemini Gemini 1.5 Flash Gemini 2.0 Google Cloud Speech-to-Text Google Cloud Vision AI Hugging Face Milvus OpenSearch Pinecone Pinecone Rerank v0 PubNub RoBERTa Unremot Vertex AI n8n Show More Integrations View All 16 Integrations	Integrations BERT DPR Elasticsearch Faiss GPT-3 Gemini Gemini 1.5 Flash Gemini 2.0 Google Cloud Speech-to-Text Google Cloud Vision AI Hugging Face Milvus OpenSearch Pinecone Pinecone Rerank v0 PubNub RoBERTa Unremot Vertex AI n8n Show More Integrations View All 14 Integrations
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