ChatGPT Practical Applications LLM Tools
Projects demonstrating ChatGPT/LLM integration for solving real-world problems across domains like finance, healthcare, data analysis, and research. Does NOT include chatbots, chat interfaces, SDKs, or frameworks—only end-user applications with specific use cases.
There are 150 chatgpt practical applications tools tracked. 8 score above 50 (established tier). The highest-rated is openai/openai-cookbook at 65/100 with 72,080 stars. 1 of the top 10 are actively maintained.
Get all 150 projects as JSON
curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=llm-tools&subcategory=chatgpt-practical-applications&limit=20"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
| # | Tool | Score | Tier |
|---|---|---|---|
| 1 |
openai/openai-cookbook
Examples and guides for using the OpenAI API |
|
Established |
| 2 |
rgbkrk/dangermode
Execute IPython & Jupyter from the comforts of chat.openai.com |
|
Established |
| 3 |
voidful/TextRL
Implementation of ChatGPT RLHF (Reinforcement Learning with Human Feedback)... |
|
Established |
| 4 |
CogStack/OpenGPT
A framework for creating grounded instruction based datasets and training... |
|
Established |
| 5 |
antononcube/Python-JupyterChatbook
Python package of a Jupyter extension that facilitates the interaction with LLMs. |
|
Established |
| 6 |
Declipsonator/GPTZzzs
Large language model detection evasion through grammar and vocabulary modifcation. |
|
Established |
| 7 |
flypythoncom/python
python is all you need ! |
|
Established |
| 8 |
huggingface/transfer-learning-conv-ai
🦄 State-of-the-Art Conversational AI with Transfer Learning |
|
Established |
| 9 |
thu-coai/CDial-GPT
A Large-scale Chinese Short-Text Conversation Dataset and Chinese... |
|
Emerging |
| 10 |
ICTMCG/ARG
Official repository for "Bad Actor, Good Advisor: Exploring the Role of... |
|
Emerging |
| 11 |
benthecoder/ClassGPT
ChatGPT for lecture slides |
|
Emerging |
| 12 |
ContextLab/chatify
Add ipython magic commands to Jupyter notebooks that provide LLM-driven enhancements |
|
Emerging |
| 13 |
bhattbhavesh91/chatgpt-chatbot
This repository will guide you to create ChatGPT like chatbot using OpenAI's... |
|
Emerging |
| 14 |
thunlp/UltraChat
Large-scale, Informative, and Diverse Multi-round Chat Data (and Models) |
|
Emerging |
| 15 |
cedrickchee/chatgpt-universe
ChatGPT Universe is fleeting notes on ChatGPT, GPT, and large language models (LLMs) |
|
Emerging |
| 16 |
kyegomez/Andromeda
An all-new Language Model That Processes Ultra-Long Sequences of 100,000+ Ultra-Fast |
|
Emerging |
| 17 |
dsdanielpark/gpt2-bert-medical-qa-chat
Medical domain-focused GPT-2 fine-tuning, optimization, and lightweighting... |
|
Emerging |
| 18 |
VatsaDev/nanoChatGPT
nanogpt turned into a chat model |
|
Emerging |
| 19 |
sxaxmz/PandasGPTAgent
Chat with your data utilizing powerful AI capabilities (OpenAI & LangChain) |
|
Emerging |
| 20 |
yunwei37/openai-cookbook-zh-cn
使用 OpenAI API 的例子和中文指南(自动持续更新 OpenAI 官方文档) |
|
Emerging |
| 21 |
scasella/nanochat-mlx
Train your own ChatGPT on Apple Silicon — MLX port of nanochat |
|
Emerging |
| 22 |
graphcore/gpt-j
Notebook for running GPT-J/GPT-J-6B – the cost-effective alternative to... |
|
Emerging |
| 23 |
rvanasa/pandas-gpt
Power up your data science workflow with ChatGPT. |
|
Emerging |
| 24 |
THU-KEG/EvaluationPapers4ChatGPT
Resource, Evaluation and Detection Papers for ChatGPT |
|
Emerging |
| 25 |
ZihanChen1995/ChatGPT-GNN-StockPredict
This repository houses the datasets/resources used in paper "ChatGPT... |
|
Emerging |
| 26 |
Hello-SimpleAI/chatgpt-comparison-detection
Human ChatGPT Comparison Corpus (HC3), Detectors, and more! 🔥 |
|
Emerging |
| 27 |
tobiaszwingmann/chatgpt-for-data-analytics-bootcamp
Official course repo for the ChatGPT for Data Analytics Bootcamp. Contains... |
|
Emerging |
| 28 |
drshahizan/research-material
Information related to research material that can be used by postgraduate students |
|
Emerging |
| 29 |
roboflow/awesome-openai-vision-api-experiments
Must-have resource for anyone who wants to experiment with and build on the... |
|
Emerging |
| 30 |
KwaiKEG/CogGPT
Unleashing the Power of Cognitive Dynamics on Large Language Models |
|
Emerging |
| 31 |
airscholar/RealtimeStreamingEngineering
This project serves as a comprehensive guide to building an end-to-end data... |
|
Emerging |
| 32 |
bg-write/chatGPT-cheatsheet
An ever-evolving introduction to ChatGPT, AI, and machine learning... |
|
Emerging |
| 33 |
pkuserc/ChatGPT_for_IE
Evaluating ChatGPT’s Information Extraction Capabilities: An Assessment of... |
|
Emerging |
| 34 |
opening-up-chatgpt/opening-up-chatgpt.github.io
Tracking instruction-tuned LLM openness. Paper: Liesenfeld, Andreas, Alianda... |
|
Emerging |
| 35 |
sunzeyeah/RLHF
Implementation of Chinese ChatGPT |
|
Emerging |
| 36 |
aiplaybookin/novice-ChatGPT
ChatGPT API Usage using LangChain, LlamaIndex, Guardrails, AutoGPT and more |
|
Emerging |
| 37 |
TirendazAcademy/ChatGPT-with-Examples
This repo contains ChatGPT tutorials about data science, machine learning,... |
|
Emerging |
| 38 |
minimaxir/chatgpt_api_test
Demos utilizing the ChatGPT API |
|
Emerging |
| 39 |
ymcui/ChatGPT-in-Academia
Policies of scientific publisher and conferences towards large language... |
|
Emerging |
| 40 |
seii-saintway/ipymock
A Tool that Allows You Run PyTest within Jupyter Notebook Cells |
|
Emerging |
| 41 |
SunLemuria/OpenGPTAndBeyond
Open efforts to implement ChatGPT-like models and beyond. |
|
Emerging |
| 42 |
nzwaneveld/ChatGPT
ChatGPT research repository |
|
Emerging |
| 43 |
wxjiao/Is-ChatGPT-A-Good-Translator
A preliminary evaluation of ChatGPT/GPT-4 for machine translation. |
|
Emerging |
| 44 |
b7011343/kdp-gpt
An open-source python script that can generate books using ChatGPT to be... |
|
Emerging |
| 45 |
saschaschramm/chatgpt
Analysis of OpenAI's ChatGPT |
|
Emerging |
| 46 |
iaalm/xraygpt
Generate kindle-like x-ray for e-books with LLM |
|
Emerging |
| 47 |
THU-KEG/ChatLog
⏳ ChatLog: Recording and Analysing ChatGPT Across Time |
|
Emerging |
| 48 |
bot-astro/gpt-3-training-data
A set of questions & answers used to train a chatGPT model. |
|
Emerging |
| 49 |
miranthajayatilake/nanoQA2
ChatGPT on your own data |
|
Emerging |
| 50 |
taishan1994/ChatABSA
基于ChatGPT的情感分析 |
|
Experimental |
| 51 |
tizz98/jupychat
A simple ChatGPT plugin to execute Jupyter notebooks. |
|
Experimental |
| 52 |
rexshijaku/chatgpt-generated-text-detection-corpus
ChatGPT Generated Text Detection Corpus |
|
Experimental |
| 53 |
nakamasato/gpt-training
GPT training repository |
|
Experimental |
| 54 |
Hydepwns/beachPatrol
Download & Process Twitter spaces closed captions with ChatGPT |
|
Experimental |
| 55 |
itlubber/ChatGPTQAG
基于ChatGPT的问答对自动生成,可复用于其他NLP领域 |
|
Experimental |
| 56 |
muratali016/Document-ChatGPT
Document based ChatGPT |
|
Experimental |
| 57 |
arian-askari/ChatGPT-RetrievalQA-CIKM2023
A dataset for training/evaluating Question Answering Retrieval models on... |
|
Experimental |
| 58 |
NUSTM/ChatGPT-Sentiment-Evaluation
Can ChatGPT really understand the opinions, sentiments, and emotions... |
|
Experimental |
| 59 |
WHU-ZQH/ChatGPT-vs.-BERT
🎁[ChatGPT4NLU] A Comparative Study on ChatGPT and Fine-tuned BERT |
|
Experimental |
| 60 |
yoonhero/nanoChatGPT
OpenAI ChatGPT from scratch 🚀 |
|
Experimental |
| 61 |
customgptvulnerability/Custom-GPT-Vulnerability-Assessment
This datasets and codes were used in our project titled "A Large-Scale... |
|
Experimental |
| 62 |
omerimzali/chatgpt-chat-with-me-101
This repository contains a chat with me 101 guide, providing information and... |
|
Experimental |
| 63 |
KhaledAshrafH/ChatGPT-Sentiment-Analysis
This project aims to perform sentiment analysis on tweets related to... |
|
Experimental |
| 64 |
sajedjalil/ChatGPT-Software-Testing-Study
A study on the capabilities and implications of ChatGPT on classroom... |
|
Experimental |
| 65 |
JaredWestley/AI-Model-Chat-and-Trainer
A custom GPT-style transformer (~300M params) built from scratch in Python... |
|
Experimental |
| 66 |
MGD-Ben/GPT-OSS
🚀 Build and explore OpenAI's GPT-OSS model from scratch in Python, unlocking... |
|
Experimental |
| 67 |
AlexanderNistor04/warmongerGPT
a Langchain sample project written in PyCharm using the OpenAI API which... |
|
Experimental |
| 68 |
bernhard-pfann/lad-gpt
Train a language model from scratch and entirely based on your WhatsApp group chats. |
|
Experimental |
| 69 |
CallMeL/Empathetic-Dialogue-System
We trained nanoGPT from scratch to have emotional support response to the user |
|
Experimental |
| 70 |
tdiprima/OpenAI-Cookbook
Practical OpenAI API examples and experiments: agents, vision, file... |
|
Experimental |
| 71 |
lodi-m/u-integrity
Comparing the academic performance of students and ChatGPT by grading... |
|
Experimental |
| 72 |
lsjsj92/openai-tutorial
openai-tutorial |
|
Experimental |
| 73 |
ChatGPT3/chatgpt3.github.io
This is Project repo for personal use. This is not official repo since... |
|
Experimental |
| 74 |
tententgc/finetuning-ChatGptmodel
This repository contains a fine-tuned version of the ChatGPT language model... |
|
Experimental |
| 75 |
sylvainSUPINTERNET/kdp-gen
Kindle amazon ebook generator |
|
Experimental |
| 76 |
krisograbek/gpt4o-mini-basic-scripts
Simple scripts for GPT-4o Mini using OpenAI API, LangChain and LlamaIndex. |
|
Experimental |
| 77 |
ricardomonge/ChatGPT-Lit-Scale-CL
R scripts and anonymized data supporting the cultural adaptation and... |
|
Experimental |
| 78 |
RUI-LONG/ChatGPT-detector
A tool for detecting machine-generated Chinese text. With this detector, you... |
|
Experimental |
| 79 |
ZanSara/jupyter-chat-widget
Jupyter Notebook chat widget - perfect for chat UIs in Colab and LLM demos. |
|
Experimental |
| 80 |
DSAatUSU/ChatGPT-promises-and-pitfalls
Assessing the Promise and Pitfalls of ChatGPT for Automated Code Generation |
|
Experimental |
| 81 |
gh640/openai-fine-tuning-validate
A simple script to validate datasets for OpenAI fine tuning |
|
Experimental |
| 82 |
Yusuf-YENICERI/ChatGPT-Like-Bot-On-Google-Collab
One Click Run ChatGPT like Bot |
|
Experimental |
| 83 |
queelius/cognitive-mri-conversations
Research compendium: Cognitive MRI of AI Conversations. Conference paper... |
|
Experimental |
| 84 |
fmadore/IWAC-sentiment-analysis
Interactive visualization of sentiment analysis on the Islam West Africa... |
|
Experimental |
| 85 |
krystalan/chatgpt_as_nlg_evaluator
Technical Report: Is ChatGPT a Good NLG Evaluator? A Preliminary Study |
|
Experimental |
| 86 |
yueyueL/ChatGPT-CodeGenAnalysis
Exploring and improving the quality of ChatGPT-generated code for LeetCode... |
|
Experimental |
| 87 |
cpscesar/literaturereview
From Data Chaos to Clarity: Creating Your Code for Efficient Literature... |
|
Experimental |
| 88 |
Vigneshgbe/ChatBot-using-Python
This Repository is Created for Third Year IBM Nan Muthalvan Projects... |
|
Experimental |
| 89 |
hardenedlinux/AISecurity-Research-Template
WIP |
|
Experimental |
| 90 |
OrenGrinker/mathgpt-o1
MathGPT-o1 is a Streamlit application that allows users to input... |
|
Experimental |
| 91 |
chrisjav001/OpenAI-Analysis
🧠 Analyze OpenAI's unique valuation paradox and explore why an IPO remains... |
|
Experimental |
| 92 |
Silvestre17/SymbolicAI_ChatGPT_Prolog_FuzzyLogic
🧠 A collection of projects for the Symbolic AI course at ISCTE, covering... |
|
Experimental |
| 93 |
agoor97/Mastering-OpenAI-Course
The code material for my course about Mastering OpenAI APIs, and building... |
|
Experimental |
| 94 |
GJ98/DialoGPT
DialoGPT implemented by TensorFlow |
|
Experimental |
| 95 |
gjbex/ChatGPT-for-HPC
This repository contains material for a training on using tools such as... |
|
Experimental |
| 96 |
sabszh/AlignmentUnderUse
End-to-end pipeline for collecting and analyzing publicly shared ChatGPT... |
|
Experimental |
| 97 |
ozyuzer/CS412-ML-Project
Can we predict HW grades from ChatGPT interactions? |
|
Experimental |
| 98 |
Lizhecheng02/Custom-ChatGPT
Using the question-answer dataset on Hugging Face to fine-tune ChatGPT and... |
|
Experimental |
| 99 |
Intelligent-CAT-Lab/NODoctor
The artifact repository for the paper "Can ChatGPT repair... |
|
Experimental |
| 100 |
sbischl/cb-policy-LLM
Replication codes for Introducing a Textual Measure of Central Bank Policy... |
|
Experimental |
| 101 |
BuildWithLal/openai-essentials
This repo provides a comprehensive guide to mastering All OpenAI's powerful... |
|
Experimental |
| 102 |
mszpro/MyOwnGPT
Learn to train your own gpt chat AI |
|
Experimental |
| 103 |
JZL-CK/AI-Driven-MHL-Intervention
ChatGPT prompts were used as anchors in a 10-session intervention for... |
|
Experimental |
| 104 |
jeyabbalas/chat-pgs
ChatGPT for biomedical liteature surrounding polygenic risk scores. |
|
Experimental |
| 105 |
jsoma/chatgpt-for-educators
Slides for a talk about the use and abuse of ChatGPT in the classroom |
|
Experimental |
| 106 |
Kazuhito00/OpenAI-chat-api-simple-Colaboratory-Sample
Colaboratory上でChatGPTのAPIをお試しするサンプル |
|
Experimental |
| 107 |
svjack/Daliy-Dialogue
A Daliy Dialogue Context Generator trained with Bloom and GPT |
|
Experimental |
| 108 |
hemangjoshi37a/my_chat_with_chatGPT
"my chat with chatGPT" is a repository that demonstrates how to interact... |
|
Experimental |
| 109 |
jiwoochris/Coding-With_ChatGPT-Guidance
[🎖️1등 솔루션] 데이콘 ChatGPT 활용 AI 경진대회 (ChatGPT에게 질문만으로 AI 프로젝트를 수행하는 코드를 완성 : AI... |
|
Experimental |
| 110 |
antoniolmcandido/api-gpt-label-datasets
Label Datasets with OpenAI GPT API |
|
Experimental |
| 111 |
ShangQingTu/OpenChatLog
OpenChatLog: A Search Engine for LLM Generated Texts |
|
Experimental |
| 112 |
M-Taghizadeh/ChatGPT-for-Python-Programmers
In this repository, we introduced ChatGPT applications for Python and... |
|
Experimental |
| 113 |
evmckinney9/negotiator-bots
Negotiation Simulator: A tool for testing negotiation strategies using... |
|
Experimental |
| 114 |
RISHIT7/CorpusQnATool
CorpusQnATool that uses a Corpus and chatGPT to for answers to input queries. |
|
Experimental |
| 115 |
colorfulscoop/tfdlg
tfDlg is a Python library for transformer-based language models and dialog... |
|
Experimental |
| 116 |
appvoid/grafito
Research on a family of prompt-fine-tuned GPT-series models for conversational tasks |
|
Experimental |
| 117 |
Fybex/chatgpt-conversations-analysis
Analysis of 89,000 ChatGPT conversations to understand interaction patterns... |
|
Experimental |
| 118 |
danielenapo/emotional_GPT
GPT natural-language user interface that fakes emotions and plans actions |
|
Experimental |
| 119 |
tjhavranek/research-audit-duel-protocol
Human-in-the-loop adversarial workflow for high-stakes analysis -- make... |
|
Experimental |
| 120 |
d-serigba/holbertonschool-chatgpt-introduction
Learning how to debug with an LLM (ChatGPT) |
|
Experimental |
| 121 |
EshanSugeesh/ChatGPT-Data-Analysis
End-to-end workflow for analyzing exported ChatGPT conversations using... |
|
Experimental |
| 122 |
tamanna-sb/CHIME---ChatGPT-Inaccuracy-Mitigation-Engine
CHIME is designed to improve the accuracy of responses generated by ChatGPT.... |
|
Experimental |
| 123 |
Mk9207/ChatGPT-Collaborative-Thinking-Engine-with-ChatGPT
This patent proposes an engine that integrates ChatGPT's language... |
|
Experimental |
| 124 |
padsRepo/datasphere
Repo for ChatGPT configs |
|
Experimental |
| 125 |
sunshineluyao/EthoGPT-DB
EthoGPT-DB |
|
Experimental |
| 126 |
MySong7NLPer/ChatGPT_as_Keyphrase_Extractor
Data for ArXiv 2024 paper "Large Language Models as Zero-Shot Keyphrase... |
|
Experimental |
| 127 |
queelius/chatgpt-complex-net
Cognitive MRI of AI Conversations: Network analysis of ChatGPT conversation... |
|
Experimental |
| 128 |
eniompw/GitHubModels
Example Usage of GitHub Models |
|
Experimental |
| 129 |
heitmanr/syslog_gpt
Demo only - learn how to use Chat-GPT to analyze plain-text documents - here... |
|
Experimental |
| 130 |
JingeW/GPT-Emergency-Department-Diagnosis-Evaluation
Performance of ChatGPT Model Iterations in Emergency Department Diagnostics |
|
Experimental |
| 131 |
kingabzpro/Water-Quality-App
Building an Water Quality Classifier Application with o1-preview Model |
|
Experimental |
| 132 |
pplonski/chat-gpt-generate-jokes
Jupyter Notebook to generate jokes with ChatGPT. Web App created with Mercury. |
|
Experimental |
| 133 |
petezh/ChatGPT-Advice
Reproduction code for "Taking Advice from ChatGPT" |
|
Experimental |
| 134 |
SevdanurGENC/Predicting-Fluctuations-In-The-Price-Of-Bitcoin-Using-ChatGPT-On-Twitter
A Twitter Sentiment Analysis Application that Predicts Fluctuations in the... |
|
Experimental |
| 135 |
cyri-k/data-publisher-site
Site is designed to serve as a platform for publishing scientific papers,... |
|
Experimental |
| 136 |
simranjeet97/GPT4_Applications
Applications build using OpenAI API and GPT4 |
|
Experimental |
| 137 |
thalesbertaglia/chatgpt-explanations-sponsored-content
Closing the Loop: Testing ChatGPT to Generate Model Explanations to Improve... |
|
Experimental |
| 138 |
eaboulila/Artificial-Intelligence-for-Beginners-How-ChatGPT-Works
"Artificial Intelligence for Beginners: How ChatGPT Works" course on Skillshare |
|
Experimental |
| 139 |
kitimi88/ai-sigbin
Various examples of ChatGPT models inspired by the official OpenAI Cookbook... |
|
Experimental |
| 140 |
jozsefszalma/chatgpt_prefrontal_cortex
Giving ChatGPT some social inhibitions |
|
Experimental |
| 141 |
Natasha-R/ChatGPT-Study
A study analysing AI-generated code, focusing on software engineering use-cases. |
|
Experimental |
| 142 |
Alarchemn/GPT-data-chat
This project utilizes the OpenAI API and langchain to enable "conversational... |
|
Experimental |
| 143 |
ronan-s1/Anonalyse-GPT
hackathon project |
|
Experimental |
| 144 |
wayzeek/CustomGPT
CustomGPT is a multilingual chatbot that streamlines text extraction and... |
|
Experimental |
| 145 |
sandiindika/bin-YZ
Implementasi Metode Logistic Regression dalam Analisis Sentimen Twitter... |
|
Experimental |
| 146 |
tyler-tee/programmatic-network-inference
A project dedicated to exploring how to programmatically visualize,... |
|
Experimental |
| 147 |
DieserLaurenz/Leetcode-Gym
This repository contains the code and resources for evaluating ChatGPT 4's... |
|
Experimental |
| 148 |
roverbird/chatgpt_corpus
ChatGPT-generated texts for automated ChatGPT detection |
|
Experimental |
| 149 |
pjburnhill/chatgpt-helpers
A repository of structured data and utilities for AI-driven workflows,... |
|
Experimental |
| 150 |
cevaboyz/SentiGuard-AI-OpenAI
A powerful sentiment analysis tool leveraging OpenAI GPT AI model |
|
Experimental |