NLP Text Analysis Generative AI Tools

Tools and projects for natural language processing tasks including sentiment analysis, text classification, named entity recognition, and text summarization. Does NOT include generative text creation, translation, or speech processing.

There are 25 nlp text analysis tools tracked. The highest-rated is gilad-rubin/hypster at 41/100 with 57 stars.

Get all 25 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=generative-ai&subcategory=nlp-text-analysis&limit=20"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

#	Tool	Score	Tier	Stars	Language
1	gilad-rubin/hypster HyPSTER - Configuration Framework for Optimizing AI & AI Systems	41	Emerging	57	Python
2	risabhmishra/algotrading-sentimentanalysis-genai Algorithmic Trading with Sentiment Analysis using GenAI	36	Emerging	22	Python
3	BloombergGraphics/2024-openai-gpt-hiring-racial-discrimination Data and materials to reproduce Bloomberg's investigation into racial and...	33	Emerging	39	Jupyter Notebook
4	MoAshour93/ConstructionAI This repository contains projects developed to showcase how to apply...	29	Experimental	21	Jupyter Notebook
5	galafis/Natural-Language-Processing-Suite Comprehensive NLP toolkit with text classification, named entity...	23	Experimental	1	Python
6	galafis/python-nlp-sentiment-analysis Data Science project - python-nlp-sentiment-analysis	23	Experimental	1	Python
7	Brax0201/Measuring-The-Soul-of-Data 🔍 Measure data authenticity and quality in synthetic analytics for safer AI....	22	Experimental	—	—
8	TarikToha/mmanomaly [SenSys 2026] mmAnomaly Official Implementation	22	Experimental	—	Python
9	AmirhosseinHonardoust/Measuring-The-Soul-of-Data A narrative and technical exploration of data authenticity through the four...	21	Experimental	21	—
10	galafis/NLP-Sentiment-Analyzer Sentiment analysis with TextBlob and TF-IDF + Logistic Regression, Flask web...	20	Experimental	1	Python
11	galafis/multi-language-sentiment-engine Advanced data science project: multi-language-sentiment-engine	20	Experimental	1	Python
12	galafis/nlp-sentiment-analysis-pipeline Nlp Sentiment Analysis Pipeline - Professional Python project	20	Experimental	1	Python
13	dimakvlt/StyloLab StyloLab is an exploratory AI/NLP project for structured text analysis and...	20	Experimental	1	Python
14	stellarshenson/henryk-analysis Henry AI Project: "Hope" - AI Analysis and Generation	19	Experimental	—	Jupyter Notebook
15	buildlab-ai/buildlab BuildLab is an AI-powered platform that helps developers build, explore, and...	15	Experimental	—	TypeScript
16	timo282/NLP-The-Office Leveraging various traditional and modern NLP approaches to analyse a...	14	Experimental	1	Jupyter Notebook
17	Nickysingh0509/spotify-lyrics-image-analytics End-to-end Spotify analytics project combining lyrics NLP, sentiment...	14	Experimental	—	Jupyter Notebook
18	Samrudhp/anomaly-detection-TriFusion Finalist : Samsung PRISM GenAI Hackathon 2025	13	Experimental	—	Python
19	RenaudGaudron/AI-linguistic-signatures This repository contains a toolkit to analyse the stylistic fingerprints...	12	Experimental	1	Python
20	munas-git/TopicModeling-ResearchTool Automated topic discovery and refinement from research documents using NLP...	11	Experimental	—	Python
21	AdityaSreevatsaK/Applied-AI-Lab Applied-AI-Lab is a creative space for exploring and building innovative...	11	Experimental	—	Jupyter Notebook
22	shishir-dwi/TIL-NLP-Project This repository is dedicated to a TIL project i.e. text classification...	10	Experimental	1	—
23	luigisaetta/italian_nlp This repository contains all the work done in preparation for the project to...	10	Experimental	1	Jupyter Notebook
24	swarmsTeam/swarms-ai Generative chatbot, recommendations system, and event reviewer	10	Experimental	1	Jupyter Notebook
25	ZeusCoderBE/NLP-clustering-word--Vietnamese-Sentiment-Analysis NLP-clustering(word) -Vietnamese Sentiment Analysis using artificial neural network	10	Experimental	3	Jupyter Notebook