Keyword Extraction API

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Keyword Extraction API

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₹4,999.00

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₹4,999.00

Overview
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Detail Description

Abstract

The Keyword Extraction API is an AI-powered service that automatically identifies important words and phrases from text documents using Natural Language Processing (NLP) techniques. By analyzing context, frequency, and semantic relationships, the system extracts meaningful keywords that summarize the core content. This service is useful for search engine optimization (SEO), content categorization, document indexing, and information retrieval.

Existing System

Manual keyword identification
Basic frequency-based methods with low accuracy
Time-consuming for large volumes of text
Inconsistent results due to human interpretation

Proposed System

NLP-based keyword extraction using TF-IDF, RAKE, or transformer models
Context-aware and accurate keyword identification
Real-time API for content platforms and search systems
Scalable processing for large datasets

Software Requirements

Python
Libraries: NLTK, spaCy, Scikit-learn, Transformers, NumPy, Pandas
Jupyter Notebook / VS Code
Flask or FastAPI for API deployment

Hardware Requirements

Minimum 4 GB RAM (8 GB recommended for large datasets)
Multi-core processor
Stable internet connection for API integration
Optional GPU for transformer-based models

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