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Artiligem – AI Writing, Summarization & JavaScript Assistant
Table of contents
Abstract
Artiligem is an AI-powered application designed for seamless content creation and JavaScript code generation. Utilizing Google's Gemini API, it offers fast and accurate summarization, paragraph generation, AI chat, and JavaScript code generation. This paper presents the methodology, experiments, and results demonstrating the effectiveness of Artiligem in streamlining content production and coding.
Introduction
With the increasing demand for AI-assisted content creation and coding, Artiligem provides an efficient solution by integrating advanced natural language processing (NLP) with machine learning capabilities. This section discusses the motivation behind developing Artiligem and the key challenges it addresses.
Key Features:
- Summary Generation – Generate concise summaries of lengthy text.
- Paragraph Generation – AI-assisted paragraph creation based on given topics.
- AI Chat – An interactive AI-powered chatbot.
- JavaScript Code Generation – AI-assisted JavaScript snippet creation.
Methodology
Artiligem follows a structured approach, leveraging Google's Gemini API for content and code generation. The methodology involves:
- Data Processing: Input text is preprocessed for NLP-based enhancements.
- Model Interaction: API calls are optimized for different types of generation tasks.
- Post-processing: AI-generated content is refined for coherence and correctness.
- User Interaction: The frontend provides an intuitive interface for user input and output.
Experiments
To evaluate the efficiency of Artiligem, various aspects of its performance were considered:
- Summarization Quality: Assessing how well Artiligem generates concise and meaningful summaries.
- Response Speed: Observing the time taken for API responses under different input conditions.
- JavaScript Code Generation: Reviewing the accuracy and usability of AI-generated JavaScript snippets.
Results
Based on preliminary observations, Artiligem provides:
- Summarization: Generates concise and contextually relevant summaries.
- Paragraph Generation: Produces coherent and well-structured paragraphs.
- AI Chat: Delivers quick and context-aware responses.
- JavaScript Code Generation: Creates functional snippets for common programming tasks.
GitHub : https://github.com/iamhruthiks/Artiligem
Visit Artliligem: https://artiligem.onrender.com
Screenshots
Conclusion
Artiligem provides an efficient AI-powered tool for content and JavaScript generation. The results show promising accuracy and speed, making it a valuable asset for writers, developers, and businesses. Future improvements may include support for additional programming languages, multilingual content generation, and enhanced fine-tuning for domain-specific text.