https://github.com/mikartisan/text-entity-extractor

This project uses the language model API to identify and extract names, dates, and locations from text, functioning similarly to a named entity recognition (NER).
https://github.com/mikartisan/text-entity-extractor

artificial-intelligence language-model named-entity-recognition text-classification text-extractor

Last synced: about 1 month ago
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This project uses the language model API to identify and extract names, dates, and locations from text, functioning similarly to a named entity recognition (NER).

• Host: GitHub
• URL: https://github.com/mikartisan/text-entity-extractor
• Owner: mikartisan
• Created: 2024-06-13T08:49:24.000Z (6 months ago)
• Default Branch: main
• Last Pushed: 2024-06-15T05:04:18.000Z (6 months ago)
• Last Synced: 2024-06-15T12:01:26.498Z (6 months ago)
• Topics: artificial-intelligence, language-model, named-entity-recognition, text-classification, text-extractor
• Language: CSS
• Homepage:
• Size: 518 KB
• Stars: 1
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
### text-entity-extractor

# Overview

This project uses the [Awan LLM](https://www.awanllm.com/) language model (Awanllm-Llama-3-8B-Dolfin) API to identify and extract names, dates, and locations from text, functioning similarly to a named entity recognition (NER).

![Local Image](/images/example.PNG)

# Usage

- Input Text: Provide the text input from which entities need to be extracted.

- Output: Receive extracted entities in a structured format for further analysis or processing.

# Installation

To get started with Text Entity Extractor:

- Clone the repository: git clone https://github.com/mikartisan/text-entity-extractor.git

- Install dependencies: npm install

- Get and Configure your Free/Paid API from [Awan LLM](https://www.awanllm.com/).

  

# Technologies Used

- Language Model: [Awanllm-Llama-3-8B-Dolfin](https://www.awanllm.com/) for entity recognition.

- HTML/Tailwind/JavaScript: Frontend components for user interaction and interface design.

- GitHub: Hosts the repository and manages version control.

  

# License

This project is licensed under the MIT License - see the LICENSE file for details.