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 27 nlp text analysis tools tracked. The highest-rated is gilad-rubin/hypster at 48/100 with 57 stars.

Get all 27 projects as JSON

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

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# Tool Score Tier
1 gilad-rubin/hypster

HyPSTER - Configuration Framework for Optimizing AI & AI Systems
48
Emerging
2 risabhmishra/algotrading-sentimentanalysis-genai

Algorithmic Trading with Sentiment Analysis using GenAI
43
Emerging
3 BloombergGraphics/2024-openai-gpt-hiring-racial-discrimination

Data and materials to reproduce Bloomberg's investigation into racial and...
40
Emerging
4 MoAshour93/ConstructionAI

This repository contains projects developed to showcase how to apply...
36
Emerging
5 AmirhosseinHonardoust/Measuring-The-Soul-of-Data

A narrative and technical exploration of data authenticity through the four...
25
Experimental
6 dimakvlt/StyloLab

StyloLab is an exploratory AI/NLP project for structured text analysis and...
22
Experimental
7 TarikToha/mmanomaly

[SenSys 2026] mmAnomaly Official Implementation
22
Experimental
8 Brax0201/Measuring-The-Soul-of-Data

🔍 Measure data authenticity and quality in synthetic analytics for safer AI....
21
Experimental
9 RenaudGaudron/AI-linguistic-signatures

This repository contains a toolkit to analyse the stylistic fingerprints...
18
Experimental
10 buildlab-ai/buildlab

BuildLab is an AI-powered platform that helps developers build, explore, and...
17
Experimental
11 stellarshenson/henryk-analysis

Henry AI Project: "Hope" - AI Analysis and Generation
17
Experimental
12 swarmsTeam/swarms-ai

Generative chatbot, recommendations system, and event reviewer
17
Experimental
13 Samrudhp/anomaly-detection-TriFusion

Finalist : Samsung PRISM GenAI Hackathon 2025

15
Experimental
14 munas-git/TopicModeling-ResearchTool

Automated topic discovery and refinement from research documents using NLP...
13
Experimental
15 Nickysingh0509/spotify-lyrics-image-analytics

End-to-end Spotify analytics project combining lyrics NLP, sentiment...
13
Experimental
16 AdityaSreevatsaK/Applied-AI-Lab

Applied-AI-Lab is a creative space for exploring and building innovative...
13
Experimental
17 mtiessler/NLP-Introduction

Hugging Face NLP introduction
11
Experimental
18 AdBanacho/tutorial-cohere-text-classifier

Your personal text classifier - Co:here application
11
Experimental
19 Sara-Esm/Natural-Language-Processing-NLP-and-generative-AI

This repository explores key concepts and techniques in Natural Language...
11
Experimental
20 omarabedelkader/EESMACF

This project is to evaluate the effectiveness of two advanced NLP...
11
Experimental
21 shib1111111/MindMetrics

A cutting-edge, modular framework for classifying tweets into mental health...
11
Experimental
22 tsaruggan/dunder-mifflin-RNNfinity

A recurrent neural network that generates scripts for The Office 🥸
11
Experimental
23 AliBavarchee/strixhoot

striXhooT: Hybrid Generative Model for Regression Tasks
11
Experimental
24 uheal/machine-translation-models

This repository offers an evaluation of machine translation models for...
10
Experimental
25 FLotfiGit/Gen-AI-Exploration

Files and experiments from my exploration of generative AI and LLM...
10
Experimental
26 alisazarina/sentiment-app

Multilingual Sentiment Analysis App using GenAI (Azure OpenAI).
10
Experimental
27 Anish202020/Generative-AI-Meets-Traditional-NLP-A-Hybrid-Approach-for-Robust-Text-Generation-and-Analysis

This project integrates Generative AI and Traditional NLP to create a hybrid...
10
Experimental