help@rskworld.in +91 93305 39277
RSK World
  • Home
  • Development
    • Web Development
    • Mobile Apps
    • Software
    • Games
    • Project
  • Technologies
    • Data Science
    • AI Development
    • Cloud Development
    • Blockchain
    • Cyber Security
    • Dev Tools
    • Testing Tools
  • About
  • Contact

Theme Settings

Color Scheme
Display Options
Font Size
100%
Back to Project
RSK World
nlp-text-analysis-bot
RSK World
nlp-text-analysis-bot
NLP Text Analysis Bot - Python + NLP + Flask + Machine Learning + Text Analysis + AI
nlp-text-analysis-bot
  • static
  • templates
  • .gitignore393 B
  • ADVANCED_FEATURES.md5.4 KB
  • CHANGELOG.md1.3 KB
  • FINAL_CHECK.md4.6 KB
  • GITHUB_RELEASE_INSTRUCTIONS.md4.1 KB
  • LICENSE1.2 KB
  • PROJECT_INFO.md2.7 KB
  • PROJECT_STATUS.md4 KB
  • QUICKSTART.md3.1 KB
  • README.md5.8 KB
  • RELEASE_NOTES.md3.8 KB
  • advanced_keywords.py3.9 KB
  • app.py3 KB
  • config.py668 B
  • emotion_detection.py4.3 KB
  • entity_recognition.py3 KB
  • example_usage.py2.7 KB
  • install.bat853 B
  • install.sh808 B
  • language_detection.py2.7 KB
  • nlp_pipeline.py7.1 KB
  • pos_tagging.py2.9 KB
  • readability_analysis.py3.5 KB
  • requirements.txt334 B
  • semantic_understanding.py4 KB
  • sentiment_analysis.py3.9 KB
  • setup.py1.4 KB
  • test_analysis.py2.5 KB
  • text_classification.py5 KB
  • text_preprocessing.py4.2 KB
  • text_similarity.py4.1 KB
  • text_summarization.py5 KB
  • validate_project.py4.2 KB
app.py
app.py
Raw Download
Find: Go to:
"""
NLP Text Analysis Bot
Main application file for the NLP Text Analysis Bot

Developer: RSK World
Website: https://rskworld.in
Email: help@rskworld.in
Phone: +91 93305 39277
Year: 2026
"""

from flask import Flask, render_template, request, jsonify
from nlp_pipeline import NLPPipeline
from text_similarity import TextSimilarityCalculator
import json

app = Flask(__name__)
nlp_pipeline = NLPPipeline()
similarity_calculator = TextSimilarityCalculator()

@app.route('/')
def index():
    """
    Main page route
    Developer: RSK World - https://rskworld.in
    """
    return render_template('index.html')

@app.route('/api/analyze', methods=['POST'])
def analyze_text():
    """
    API endpoint for text analysis
    Developer: RSK World - https://rskworld.in
    """
    try:
        if not request.is_json:
            return jsonify({'error': 'Content-Type must be application/json'}), 400
        
        data = request.get_json()
        if not data:
            return jsonify({'error': 'No JSON data provided'}), 400
        
        text = data.get('text', '')
        
        if not text or not isinstance(text, str):
            return jsonify({'error': 'No text provided or invalid text format'}), 400
        
        if len(text.strip()) < 1:
            return jsonify({'error': 'Text cannot be empty'}), 400
        
        # Run complete NLP analysis
        results = nlp_pipeline.analyze(text)
        
        # Check if analysis returned an error
        if 'error' in results:
            return jsonify(results), 400
        
        return jsonify(results)
    except Exception as e:
        return jsonify({'error': f'Server error: {str(e)}'}), 500

@app.route('/api/similarity', methods=['POST'])
def calculate_similarity():
    """
    API endpoint for text similarity calculation
    Developer: RSK World - https://rskworld.in
    """
    try:
        if not request.is_json:
            return jsonify({'error': 'Content-Type must be application/json'}), 400
        
        data = request.get_json()
        if not data:
            return jsonify({'error': 'No JSON data provided'}), 400
        
        text1 = data.get('text1', '')
        text2 = data.get('text2', '')
        
        if not text1 or not text2:
            return jsonify({'error': 'Both text1 and text2 are required'}), 400
        
        if not isinstance(text1, str) or not isinstance(text2, str):
            return jsonify({'error': 'Both text1 and text2 must be strings'}), 400
        
        # Calculate similarity
        results = similarity_calculator.calculate_all_similarities(text1, text2)
        
        return jsonify(results)
    except Exception as e:
        return jsonify({'error': f'Server error: {str(e)}'}), 500

@app.route('/api/health', methods=['GET'])
def health():
    """
    Health check endpoint
    Developer: RSK World - https://rskworld.in
    """
    return jsonify({'status': 'healthy', 'service': 'NLP Text Analysis Bot'})

if __name__ == '__main__':
    app.run(debug=True, host='0.0.0.0', port=5000)

103 lines•3 KB
python

About RSK World

Founded by Molla Samser, with Designer & Tester Rima Khatun, RSK World is your one-stop destination for free programming resources, source code, and development tools.

Founder: Molla Samser
Designer & Tester: Rima Khatun

Development

  • Game Development
  • Web Development
  • Mobile Development
  • AI Development
  • Development Tools

Legal

  • Terms & Conditions
  • Privacy Policy
  • Disclaimer

Contact Info

Nutanhat, Mongolkote
Purba Burdwan, West Bengal
India, 713147

+91 93305 39277

hello@rskworld.in
support@rskworld.in

© 2026 RSK World. All rights reserved.

Content used for educational purposes only. View Disclaimer