RELEASE_NOTES_v1.0.0.md personas.py conversation_history.py requirements.txt CHANGELOG.md LICENSE

requirements.txt

# NLP Text Analysis Bot - Requirements
# Developer: RSK World
# Website: https://rskworld.in
# Email: help@rskworld.in
# Phone: +91 93305 39277
# Year: 2026

Flask==3.0.0
nltk==3.8.1
spacy==3.7.2
transformers==4.35.2
torch==2.1.0
numpy==1.24.3
requests==2.31.0
langdetect==1.0.9
textstat==0.7.3
scikit-learn==1.3.2

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CHANGELOG.md

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CHANGELOG.md

# Changelog - NLP Text Analysis Bot

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

## [1.0.0] - 2026-01-01

### Added
- Initial project setup with core NLP features
- Text preprocessing module
- Sentiment analysis (VADER + Transformers)
- Entity recognition using spaCy
- Semantic understanding module
- Web interface with Flask
- RESTful API endpoints

### Advanced Features Added
- Text summarization (extractive and abstractive)
- Language detection
- Text classification (zero-shot)
- Emotion detection
- Readability analysis
- Advanced keyword extraction (TF-IDF)
- Text similarity calculation
- Part-of-speech tagging

### Fixed
- Added comprehensive error handling to NLP pipeline
- Added input validation to API endpoints
- Added error handling in JavaScript frontend
- Fixed potential crashes when modules fail
- Added graceful fallbacks for missing models

### Improved
- Enhanced error messages
- Better error handling in all modules
- Improved API response validation
- Added project validation script

### Security
- Added input validation
- Added JSON content-type checking
- Added proper error handling to prevent information leakage

---

**Developed by RSK World - 2026**

LICENSE

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MIT License

Copyright (c) 2026 RSK World

Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.

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

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