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All Projects → rosette-api → rosette-elasticsearch-plugin

rosette-api / rosette-elasticsearch-plugin

Licence: Apache-2.0 license
Document Enrichment plugin for Elasticsearch

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Labels

nlpelasticsearchmachine-learningnatural-language-processingtext-miningidentity-resolutionsentiment-analysisfuzzy-searchnamed-entity-recognitiontext-analyticselasticsearch-plugincategorizationentity-extractionrosette-pluginfuzzy-name-matching

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Build Status Maven Central

Rosette Plugin for Elasticsearch

A Document Enrichment plugin that brings the Rosette API to Elasticsearch.

This ingest plugin allows Elasticsearch users to perform Language Identification, Sentiment Analysis, Entity Extraction, Categorization, and Name Translation on documents as they're indexed.

Rosette API

The Rosette Text Analytics Platform uses natural language processing, statistical modeling, and machine learning to analyze unstructured and semi-structured text across 364 language-encoding-script combinations, revealing valuable information and actionable data. Rosette provides endpoints for extracting entities and relationships, translating and comparing the similarity of names, categorizing and adding linguistic tags to text and more.

Rosette API Access

Quick Start

How to Install

There are two common ways to install the plugin into Elasticsearch. (Make sure the version of the plugin matches the version of Elasticsearch you are using!)

  • Download the desired version of the plugin from the Releases tab on github
    • Install using: bin/elasticsearch-plugin install file:///<path_to_plugin>
  • Install from a deployed maven artifact: bin/elasticsearch-plugin install com.rosette.elasticsearch:rosette-elasticsearch-plugin:<plugin_version>

Note on Versioning:

The plugin uses semantic versioning. The first three numbers describe which version of Elasticsearch this version of the plugin is compatible with, and the last number indicates the version of the plugin within that Elasticsearch version.

For instance, 5.3.0.1 is the second patch version of the plugin for Elasticsearch 5.3.0.

How to Build

Building the plugin requires a Rosette API key. If you don’t already have a Rosette API developer account, head over to developer.rosette.com to get your free Rosette API key.

Place the key in the ROSETTE_API_KEY environment variable (ie. export ROSETTE_API_KEY=<YOUR_API_KEY>)

Then run mvn clean install

The plugin zip can then be found in plugin/target/releases/ ready to be installed into the appropriate version of Elasticsearch.

You can also Test with Docker

Documentation & Support

Note that the project description data, including the texts, logos, images, and/or trademarks, for each open source project belongs to its rightful owner. If you wish to add or remove any projects, please contact us at [email protected].