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It is an efficient and easy-to-use text annotation tool for Natural Language Processing (NLP) applications. With this, you can train an NLP model in few hours by collaborating with team members and using the machine learning auto-annotation feature. | Gives game studios AI-powered summaries, trend detection, and semantic search across their entire Discord community history. |
Multi-format document upload: TXT, CSV , JSON , PDF, DOC, HTML;
Multilingual: English, French, German, Arabic, Spanish, etc…;
Dictionary/Regex auto-annotation: input a list of words or regex patterns along with their associated entities. The tool will automatically scan the documents and auto-annotate;
ML auto-annotation: Train an NER model to auto-annotate your documents;
Bias detection: visualize entity and word distribution across your documents to detect skewed annotation toward specific entities.
Collaboration: Share annotation tasks among team members and monitor progress;
Annotation format export: JSON, IOB, Amazon Comprehend, Stanford CoreNLP | AI Summaries, Semantic Search, Report Builder |
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Elasticsearch is a distributed, RESTful search and analytics engine capable of storing data and searching it in near real time. Elasticsearch, Kibana, Beats and Logstash are the Elastic Stack (sometimes called the ELK Stack).

Our mission is to make you a search expert. Push data to our API to make it searchable in real time. Build your dream front end with one of our web or mobile UI libraries. Tune relevance and get analytics right from your dashboard.

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Amazon CloudSearch enables you to search large collections of data such as web pages, document files, forum posts, or product information. With a few clicks in the AWS Management Console, you can create a search domain, upload the data you want to make searchable to Amazon CloudSearch, and the search service automatically provisions the required technology resources and deploys a highly tuned search index.

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Swiftype is the easiest way to add great search to your website or mobile application.