{"id":31916889,"url":"https://github.com/rozyshindra/information-extractor","last_synced_at":"2026-05-14T21:32:43.387Z","repository":{"id":317614934,"uuid":"1068124347","full_name":"RozyShindra/Information-Extractor","owner":"RozyShindra","description":"Java + Spring Boot REST API for Information Extraction from documents using Stanford CoreNLP. 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Information Extraction API\n\n[![Java](https://img.shields.io/badge/Java-17+-orange.svg)](https://www.oracle.com/java/)\n[![Spring Boot](https://img.shields.io/badge/Spring_Boot-3.x-brightgreen.svg)](https://spring.io/projects/spring-boot)\n[![Maven](https://img.shields.io/badge/Maven-3.6+-blue.svg)](https://maven.apache.org/)\n![Stanford CoreNLP](https://img.shields.io/badge/Stanford_CoreNLP-4.5.10-red.svg)\n\nA **Java + Spring Boot REST API** for **Information Extraction** with integration of **Knowledge Graph**, **Named Entity Recognition (NER)** and **Sentiment Analysis** using [Stanford CoreNLP](https://stanfordnlp.github.io/CoreNLP/).\nThe service exposes endpoints to extract entities such as **Person, City, Country, State, Email, Title**, and more from raw text.\n\n---\n\u003cimg width=\"1915\" height=\"970\" alt=\"image\" src=\"https://github.com/user-attachments/assets/caa214ae-2e71-4c5b-9d04-4e581af0db24\" /\u003e\n\u003cimg width=\"1907\" height=\"967\" alt=\"image\" src=\"https://github.com/user-attachments/assets/3af9a367-fe55-451e-9a8e-c5d1b158bbec\" /\u003e\n\u003cimg width=\"1916\" height=\"970\" alt=\"image\" src=\"https://github.com/user-attachments/assets/ca671e69-898a-4390-8a35-714746069bcb\" /\u003e\n\n\n\n\n## 🚀 Features\n\n* Tokenization, Sentence Splitting, POS Tagging, Lemmatization\n* Information Extraction by integrating Knowledge Graph, Named Entity Recognition (NER), Sentiment Analysis\n* Easy REST API interface (`/information-extractor/graph`, `/information-extractor/sentiment`,`/information-extractor/ner`)\n* Built with **Spring Boot** + **Stanford CoreNLP**\n  \n---\n\n## ⚙️ Installation \u0026 Setup\n\n### 1. Clone the repository\n\n```bash\ngit clone https://github.com/RozyShindra/Information-Extractor.git\ncd Information-Extractor\n```\n\n### 2. Build the project\n\nMake sure you have **Maven** installed and added to PATH.\n\n```bash\nmvn clean install\n```\n\n### 3. Run the Spring Boot application\n\n```bash\nmvn spring-boot:run\n```\n\nThe service will start at:\n`http://localhost:8080/information-extractor/graph`\n\n---\n\n## 📖 Future Enhancements\n\n* Dockerize for deployment\n* Integrate with frontend client\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Frozyshindra%2Finformation-extractor","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Frozyshindra%2Finformation-extractor","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Frozyshindra%2Finformation-extractor/lists"}