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Awesome Generative AI

A curated list of Generative AI tools, works, models, and references

3.5k stars896 forks1,022 entriesLast push Dec 18, 2025 (9 months ago)License CC0-1.0

This page lists names, links and short descriptions. The original list on GitHub is the source and belongs to its authors.

Generative AI history, timelines, maps, and definitions

AI Timeline

Agents Marketplace

Cartography of generative AI

"What set of extractions, agencies, and resources allow us to converse online with a text-generating tool or to obtain images in a matter of seconds?"

The Rise of Generative AI Large Language Models (LLMs)

interactive timeline visualization made by Information Is Beautiful

The AI Timeline (@TheAITimeline) / X

Generative AI for Beginners: Part 1 — Introduction to AI | by Raja Gupta | Medium

Artificial Intelligence Learning Roadmap [AI Roadmap] 2024

A Brief History of Generative AI - DATAVERSITY

A Simple Guide To The History Of Generative AI | Bernard Marr

Generative AI Timeline from January 2023 to July 2023

The rise of generative AI: A timeline of triumphs, hiccups and hype | CIO Dive

Brief History In Time: Decoding the Evolution of Generative AI | LinkedIn

Timeline of AI forecasts - AI Digest

Generative AI Iceberg

60+ Generative AI Terms You Must Know By Heart

by Analytics Vidhya

The Four Wars of the AI Stack (Dec 2023 Recap)

"recap of top items for the AI Engineer from Dec 2023" ("The Data Wars, The War of the GPU Rich/Poor, The Multimodality War, The RAG/Ops War")

GenAI Prism Infographic by Brian Solis

A Framework for Collaborating with Generative AI

LLM Visualization

In 2 lists

[2310.04438] A Brief History of Prompt: Leveraging Language Models

the paper presents an exploration of the evolution of prompt engineering. The author, Golam Md Muktadir, extensively used ChatGPT for content generation

An AI Engineer’s Guide to Machine Learning and Generative AI | by ai geek (wishesh) | Oct, 2023 | Medium

Emerging Trends in Generative AI Research: A Selection of Recent Papers

The architecture of today's LLM applications - The GitHub Blog

The Building Blocks of Generative AI | by Jonathan Shriftman | Medium

Early days of AI - by Elad Gil

thoughts about AI as "an entirely new era and discontinuity from the past"

The Next Token of Progress: 4 Unlocks on the Generative AI Horizon | Andreessen Horowitz

[2309.07930] Generative AI

discusses a model-, system-, and application-level view on generative AI.

The state of AI in 2023: Generative AI’s breakout year | McKinsey

A jargon-free explanation of how AI large language models work | Ars Technica

The Generative AI Revolution: Exploring the Current Landscape | by Towards AI Editorial Team | Jun, 2023 | Towards AI

The Story of AI Winters and What it Teaches Us Today

There Would Have Been No LLMs Without This (episode#3 in the History series)

timeline of LLMs by Turing Post

The economic potential of generative AI: The next productivity frontier

report by McKinsey Jun 2023

A survey of Generative AI Applications | arxiv

"this survey aims to serve as a valuable resource for researchers and practitioners to navigate the rapidly expanding landscape of generative AI"

Paper Digest - ChatGPT

Recent Papers on ChatGPT

AI Index Report 2023 – Artificial Intelligence Index

report that measures trends in AI written by the Human-Centered Artificial Intelligence from Stanford University

A Survey of Large Language Models

paper that summarizes the evolution of language models, with a focus on LLMs, discussing their advances, techniques, and impact on AI development and usage

The Generative AI Timeline

post in Linkedin by David Foster

Who Owns the Generative AI Platform? | Andreessen Horowitz

this article discusses the generative AI market and presents an interesting technology stack of the area

A Comprehensive Survey of AI-Generated Content (AIGC): A History of Generative AI from GAN to ChatGPT | arxiv

Generative AI with Cohere: Part 1 - Model Prompting

overview of Generative AI by Cohere AI

Generative AI with Cohere: Part 2 - Use Case Ideation

a list of Generative AI use cases by Cohere AI

Large Language Models and Where to Use Them: Part 1

a list of LLM use cases by Cohere AI

Large Language Models and Where to Use Them: Part 2

What's the big deal with Generative AI? Is it the future or the present?

summarization of the area of Generative AI by Cohere AI

Timeline of AI and language models

LLM timeline organized by Dr Alan D. Thompson from Life Architect

A Comprehensive Survey on Pretrained Foundation Models: A History from BERT to ChatGPT | arxiv

by MSU et al., 2023 - My remarks: this paper raises a lot of questions around the term "foundation models", i.e., what's the model bare minimum number of parameters to qualify as foundation? It sounds to me foundation models are an "invented" concept that doesn't have good validity.

In 2 lists

A Review of Generative AI from Historical Perspectives

paper by Dipankar Dasgupta, Deepak Venugopal and Kishor Datta Gupta

Matt Shumer on Twitter: "The definitive AI market map Twitter thread"

"The definitive AI market map Twitter thread"

Engines of Wow: AI Art Comes of Age – Steve Murch

AI exploded on the scene at the end of 2022 / Twitter

categories for analyzing tools of Generative AI

AI-Generated Art

From Text to Images & Beyond Examples

1 week of Stable Diffusion | multimodal.art

Ethics, Philosophical questions and Discussions about Generative AI

🔭 The Einstein AI model

Machines of Loving Grace - How AI Could Transform the World for the Better by Dario Amodei

The Five Stages Of AI Grief - NOEMA

Generative AI Ethics: 8 Biggest Concerns and Risks

Automated Social Science: Language Models as Scientist and Subjects | NBER

It’s time to retire the term “user”

the proliferation of AI means we need a new word

Understanding how personality traits, experiences, and attitudes shape negative bias toward AI-generated artworks |…

Tracking AI

Monitoring Bias in Artificial Intelligence Chatbots

Will AI’s Next Wave of Super Intelligence Replace Human Ingenuity? It’s Complicated - Grit Daily News

Who is Afraid of Frankenstein? And of Generative AI? | Fast Company Brasil

[PT-BR]

Hito Steyerl, Mean Images, NLR 140/141, March–June 2023

The copyright conundrum of AI art - The Verge

Recommendations for the advancement of artificial intelligence in Brazil – ABC

[PT-BR]

We must stop AI replicating the problems of surveillance capitalism

Artificial Intelligence at the Service of Collective Intelligence

New Training Method Helps AI Generalize like People Do - Scientific American

[2310.01405] Representation Engineering: A Top-Down Approach to AI Transparency

"an approach to enhancing the transparency of AI systems that draws on insights from cognitive neuroscience"

Generative AI Resources for Berkeley Law Faculty & Staff - Berkeley Law

Licensing is neither feasible nor effective for addressing AI risks

Generative AI companies must publish transparency reports

Does ChatGPT have a liberal bias?

More human than human: measuring ChatGPT political bias | Public Choice

Redefining Bias: The Human Prejudice Against AI | Medium

AI Art and its Impact on Artists

paper published in the Proceedings of the 2023 AAAI/ACM Conference on AI, Ethics, and Society

The Age of AI has begun | Bill Gates

The AIKEA Effect

by Artur Piszek

Ethics of Artificial Intelligence: Case Studies and Options for Addressing Ethical Challenges | SpringerLink

Embracing change and resetting expectations | Microsoft Unlocked

text by Terence Tao

Art and the science of generative AI | Science

Where AI evolves from here

GPTs are GPTs: An Early Look at the Labor Market Impact Potential of Large Language Models

OpenAI's paper that discusses the possible implications of GPTs on the U.S. labor market

In 3 lists

Why generative AI scares artists but not content writers

Cultures in AI/AI in Culture

NeurIPS 2022 Workshop webpage

AI Data Laundering - Waxy.org

How Academic and Nonprofit Researchers Shield Tech Companies from Accountability

Synthetic Creativity - by Cavin - Deep Markets

Our Vision for the Future of Synthetic Media | by Victor Riparbelli | Medium

Deep Else

A Critical Framework for AI Art

How Photography Became An Art Form | Aaron Hertzmann’s blog

Can Computers Create Art? by Aaron Hertzmann

2018's essay published on the Arts Journal

Text Is the Universal Interface - Scale

This artist is dominating AI-generated art. And he’s not happy about it. | MIT Technology Review

The REAL fight over AI art: StableDiffusion | Reddit

Rutkowski battling AI art overlord | Reddit

Instead of mining cryptocoins with GPUs, are we now mining art? | Reddit

Using AI to create art is NOT art! | Reddit : ArtistLounge

Appreciating the Poetic Misunderstandings of A.I. Art | The New Yorker

Critical Views about Generative AI

The case against AI-generated users - IDEO

Why handing over total control to AI agents would be a huge mistake | MIT Technology Review

Collection of "The Most Thoughtful Writing about Generative AI" by Eryk Salvaggio

AI Snake Oil: Separating Hype from Reality | TechPolicy.Press

Deconstructing the AI Myth: Fallacies and Harms of Algorithmification

Challenging The Myths of Generative AI | TechPolicy.Press

I am tired of AI | On Test Automation

Critique of Generative AI Can Harm Learning Study Design by Steffi Tan, Vaikunthan Rajaratnam :: SSRN

Generative AI Can Harm Learning by Hamsa Bastani, Osbert Bastani, Alp Sungu, Haosen Ge, Özge Kabakcı, Rei Mariman ::…

I Taught for Most of My Career. I Quit Because of ChatGPT | TIME

AI Risks that Could Lead to Catastrophe | CAIS

The AI Risk Repository

[2406.17864] AI Risk Categorization Decoded (AIR 2024)

From Government Regulations to Corporate Policies

"AI for Good" Campaigns Are the Wrong Approach - IEEE Spectrum

Generative AI is not the panacea we’ve been promised | Eric Siegel for Big Think+ - YouTube

Thoughts on GenAI by James Gosling

Automated Social Science: Language Models as Scientist and Subjects | NBER

When Will the GenAI Bubble Burst? - by Gary Marcus

Nightshade, the tool that ‘poisons’ data, gives artists a fighting chance against AI | TechCrunch

How AI Fails Us | Edmond & Lily Safra Center for Ethics

Generative AI Has a Visual Plagiarism Problem - IEEE Spectrum

"Experiments with Midjourney and DALL-E 3 show a copyright minefield"

[2308.03762] GPT-4 Can't Reason

"despite the genuinely impressive improvement, there are good reasons to be highly skeptical of GPT-4's ability to reason"

Risk and Harm: Unpacking Ideologies in the AI Discourse | Proceedings of the 5th International Conference on…

[2305.18654] Faith and Fate: Limits of Transformers on Compositionality

In 2 lists

[2210.02667] A Human Rights-Based Approach to Responsible AI

On the Dangers of Stochastic Parrots | Proceedings of the 2021 ACM Conference on Fairness, Accountability, and…

(2021) FAccT

In 2 lists

This new data poisoning tool lets artists fight back against generative AI | MIT Technology Review

The Short-Term Effects of Generative Artificial Intelligence on Employment: Evidence from an Online Labor Market by…

AI in Education Group Meeting Notes - Google Docs

Syllabi Policies for AI Generative Tools - Google Docs

Five takeaways from UK’s AI safety summit at Bletchley Park | Artificial intelligence (AI) | The Guardian

Frontier AI: capabilities and risks – discussion paper - GOV.UK

AI Safety Summit Policy Updates | AISS 2023

Responsible enterprise decisions with knowledge-enriched generative AI | Deloitte Netherlands

[2310.13149] Understanding Generative AI in Art: An Interview Study with Artists on G-AI from an HCI Perspective

[2309.12338] Artificial Intelligence and Aesthetic Judgment

"as generative AI influences contemporary aesthetic judgment we outline some of the pitfalls and traps in attempting to scrutinize what AI generated media means"

AI Worship | Marginal REVOLUTION

Artificial intelligence technology behind ChatGPT was built in Iowa — with a lot of water | AP News

ChatGPT is fun, but not an author | Science

Behind the AI boom, an army of overseas workers in ‘digital sweatshops’ | The Washington Post

Scale AI’s Remotasks workers in the Philippines cry foul over low pay

It’s Not Intelligent If It Always Halts: A Critical Perspective on Current Approaches to AGI | Life Is Computation

The human costs of the AI boom | TechCrunch

AI Scams, Spam, Hacking, Are Ruining the Internet

The ChatGPT revolution is another tech fantasy

Why AI Will Save the World | Andreessen Horowitz

Hollywood studios proposed AI contract that would give them likeness rights ‘for the rest of eternity’ - The Verge

The shady world of Brave selling copyrighted data for AI training

Inside the AI Factory: the humans that make tech seem human - The Verge

Why transformative artificial intelligence is really, really hard to achieve

AI and the automation of work — Benedict Evans

Yuval Noah Harari argues that AI has hacked the operating system of human civilisation

Generative AI Takes Stereotypes and Bias From Bad to Worse

Governance of superintelligence by OpenAI

AIAAIC - AIAAIC Repository

"The independent, open, public interest resource detailing incidents and controversies driven by and relating to artificial intelligence, algorithms, and automation"

Just Calm Down About GPT-4 Already - IEEE Spectrum

Pause Giant AI Experiments: An Open Letter - Future of Life Institute

"OpenAI released plugins for ChatGPT"

tweet from @thealexbanks with a list of reflections about the impact of ChatGPT plugins

Is a socially fair Artificial Intelligence possible? | Uma Inteligência Artificial socialmente justa é possível?

post in Portuguese by H.D. Mabuse

Noam Chomsky on ChatGPT: It's "Basically High-Tech Plagiarism" and "a Way of Avoiding Learning" | Open Culture

Despite Their Feats, Large Language Models Still Haven't Contributed to Linguistics | Towards Data Science

Will ChatGPT Kill the Student Essay? | The Atlantic

What ChatGPT and generative AI mean for science | Nature

ChatGPT Is a Bullshit Generator Waging Class War

Some thoughts about generative AI and the future of education – Mark Carrigan

Educator Considerations for ChatGPT - OpenAI API

Stable Diffusion Frivolous · Because lawsuits based on ignorance deserve a response.

a community response for the "Stable Diffusion litigation"

In 2 lists

Stable Diffusion litigation · Joseph Saveri Law Firm & Matthew Butterick

Generative Language Models and Automated Influence Operations: Emerging Threats and Potential Mitigations | OpenAI

Abstracts written by ChatGPT fool scientists

When Machines Change Art | Aaron Hertzmann’s blog

The Dark Risk of Large Language Models | WIRED UK

ChatGPT, DALL-E 2 and the collapse of the creative process

What AI-Generated Art Really Means for Human Creativity | WIRED

Forecasting Potential Misuses of Language Models for Disinformation Campaigns—and How to Reduce Risk

The Dark Side of AI Art: 4 Potential Issues With the Growing Trend

Armed With ChatGPT, Cybercriminals Build Malware And Plot Fake Girl Bots

ChatGPT And The Mass Production Of Office Work - Farsight

The Danger Of ChatGPT Nobody Talks About | by Jacob Ferus | Dec, 2022 | Medium

Mind Control in the Metaverse. If we’ve learned anything about… | by Louis Rosenberg | Predict | Dec, 2022 | Medium

The Brilliance and Weirdness of ChatGPT - The New York Times

Como o texto gerado por Inteligência Artificial está envenenando a Internet - MIT Technology Review

O ChatGPT é o momento “Jurassic Park” da inteligência artificial - NeoFeed

Por favor, mais racionalidade e menos frenesi em relação ao chatGPT (Parte 1 de 2) | by Cezar Taurion | Dec, 2022 |…

E se estivermos usando uma IA pseudocientífica? - Diogo Cortiz

As limitações da sensação tecnológica de 2023: o ChatGPT | IAgora? | Época NEGÓCIOS

7 Revealing Ways AIs Fail - IEEE Spectrum

Generative AI Tools Directories

AI Presentation Makers

In-depth reviews of dozens of AI presentation makers

A.I. Productivity Tools

ToolList.ai

AI Tools Aggregator

Toolify

AI Tools Directory & AI Tools List

In 2 lists

LLM Explorer

A Curated LLM List. Explore LLM List of the Open-Source LLM Models

OrbicAI

"The Larget AI Directory, GPT Stores, AWS PartyRocks Apps and Lots of Free AI Tools"

Altern

"Gateway to AI Discoveries"

In 2 lists

ainave

"navigate the world of AI with ease", curated AI Tools and AI News

AI Search

Find AI Tools & Apps | Search The Most Complete AI Tools Directory | AI Search

AiSuperSmart Ai Tool Directory

Find Ai Tools According to your Use Cases!

HD Robots

AI tools directory with chatbot assistant

AIForme

AI tools discovery platform with comparison feature

Technologies in LabLab

list of AI tools suggested by lablab.ai for their hackathons

Vondy - Next Generation AI Apps

collection of AI tools organized by tasks

AI Tool Master List

directory maintained by ClickUp

AI Valley

"The Newest AI Tools And Prompts"

AI Finder

repository with more than 1500 AI tools

BestWebbs

"one-stop destination for all AI Tools"

Future Tools - Find The Exact AI Tool For Your Needs

list of AI tools

Futurepedia - The Largest AI Tools Directory | Home

directory of AI tools

In 2 lists

There's An AI For That

AI database

In 2 lists

AI Depot - Discover New AI Tools

collection of AI tools organized by tags and presented in a card format

Generative AI Database

a database in Notion with types, models, sectors, URLs, and APIs

The Generative AI Landscape

"a collection of awesome generative AI applications"

The ultimate list of AI tools for creators | Descript

collection organized by Descript

Maxim AI

a generative AI evaluation and observability platform

In 8 listsDetails

AI Tool List

An awesome directory of AI tools

Courses and Educational Materials

Gemini by Example

Learn the Gemini SDK through (annotated) code examples.

Niraj-Lunavat/Artificial-Intelligence

Awesome AI Learning with +100 AI Cheat-Sheets, Free online Books, Top Courses, Best Videos and Lectures, Papers, Tutorials, +99 Researchers, Premium Websites, +121 Datasets, Conferences, Frameworks, Tools

Generative AI Explained by NVIDIA

A no-coding course by NVIDIA that presents Generative AI concepts and applications, as well as the challenges and opportunities in the field

Paulescu/hands-on-rl: Free course that takes you from zero to Reinforcement Learning PRO 🦸🏻‍🦸🏽

DataCamp's Become a Generative AI Developer series

9 code-alongs on building chatbots using LangChain and the OpenAI and Pinecone APIs, and working with the Hugging Face ecosystem. Free, for a limited time only.

rasbt/LLMs-from-scratch

Implementing a ChatGPT-like LLM from scratch, step by step

In 5 listsDetails

Introduction to Generative AI | SqillPlan

introduction to Generative AI, including models such as GANs, Variational Autoencoders, Autoregressive Models, and their applications, evaluation, ethics, and challenges

udlbook/udlbook

Understanding Deep Learning by Professor Simon J.D. Prince

Book: Understanding Deep Learning

website with the book draft and Google Colabs of the book by Simon J.D. Prince

In 5 listsDetails

List of Generative AI Learning resources from AWS and Google

list organized as a LinkedIn post by Ankit Agarwal

How AI chatbots like ChatGPT or Bard work – visual explainer | The Guardian

Introduction to Generative AI

series of Medium articles by Youssef Hosni

Animated AI

animations and instructional videos about neural networks

Deep Learning AI - Learn the fundamentals of generative AI for real-world applications

created in partnership with AWS, this course presents the fundamentals of how generative AI works and how to deploy it in real-world applications.

In 2 lists

Google Cloud Skills Boost - Introduction to Generative AI

an introductory level microlearning course covering Google Tools aimed at explaining what Generative AI is, how it is used, and how it differs from traditional machine learning methods.

Google Cloud Skills Boost: Generative AI learning path

curated content on Generative AI "from the fundamentals of Large Language Models to how to create and deploy generative AI solutions on Google Cloud"

In 2 lists

AI for Industrial Design

"students at the National University of Singapore explore AI’s capability for design in a semester course and share what they learned. Directed by Donn Koh at the Division of Industrial Design, NUS."

Let Us Show You How GPT Works — Using Jane Austen - The New York Times

Welcome to the 🤗 Deep Reinforcement Learning Course

a Hugging Face Course on Deep Reinforcement Learning

Crash course in AI art generation by PromptHero

paid ($99) course focused on prompt engineering

Visual intuition for diffusion models and AI art. #stablediffusionart #aiart #aiartwork #aiartcommunity

The Illustrated Stable Diffusion by Jay Alammar

"gentle introduction [on] how Stable Diffusion works"

Words are Images | BustBright - Machine Learning Art

7-week Online class starting October 24th, 2022 by Derrick Schultz

Grokking Stable Diffusion.ipynb - Colaboratory - Part 1

notebook by @johnowhitaker exploring Stable Diffusion details

Grokking Stable Diffusion: Textual Inversion.ipynb - Colaboratory - Part 2

sequel to Grokking Stable Diffusion by @johnowhitaker that focus on Text Inversion

GitHub - johnowhitaker/aiaiart

Course content and resources for the AIAIART course

Implementation/tutorial of stable diffusion with side-by-side notes by labml.ai | Twitter

Practical Deep Learning for Coders 2023 - Part II

continuation of the course focusing on the implementation of Stable Diffusion from scratch.

Practical Deep Learning for Coders 2022 - Part I

"free course designed for people with some coding experience who want to learn how to apply deep learning and machine learning to practical problems" by Jeremy Howard

Human-AI Interaction

UX for AI: How to Power Human Experiences with AI - Design Tool Tuesday - YouTube

Behind-the-Design: Meet Copilot by Microsoft Design

Guidelines for Human-AI Interaction - Microsoft Research

a set of "18 generally applicable design guidelines for human-AI" interaction

Papers Collection

Paper Digest - ChatGPT

Recent Papers on ChatGPT

dair-ai/ML-Papers-Explained

Explanation to key concepts in ML

AI Reading List - Google Docs

reading list organized by Jack Soslow (@JackSoslow)

Aman's AI Journal • Papers List

set of seminal AI/ML papers curated by Aman Chadha

Casual GAN Papers Reading Club

Community knowledge base for Casual GAN Papers

Casual GAN Papers

Easy to read summaries of popular AI papers

The Illustrated VQGAN

illustrated explanation on how VQGAN works

CLIP: Connecting Text and Images

OpenAI's explanation on how CLIP works

VQGAN+CLIP — How does it work?. The synthetic imagery (“GAN Art”) scene… | by Alexa Steinbrück | Medium

The Methods Corpus | Papers With Code

https://ieeexplore.ieee.org/abstract/document/9043519

A State-of-the-Art Review on Image Synthesis With Generative Adversarial Networks

Utilizando redes adversárias generativas (GANs) como agente de apoio à inspiração para artistas

Trabalho de Graduação de Cláudio Carvalho no Centro de Informática - UFPE

GAN Lab

Play with Generative Adversarial Networks in Your Browser!

[PDF] Music2Video: Automatic Generation of Music Video with fusion of audio and text | Semantic Scholar

[PDF] Active Divergence with Generative Deep Learning - A Survey and Taxonomy | Semantic Scholar

[PDF] Automating Generative Deep Learning for Artistic Purposes: Challenges and Opportunities | Semantic Scholar

Online Tools and Applications

Lunroo

45+ Free AI Tools for Social Media Marketing. Save your time on routine tasks using AI.

COUNT

AI-powered accounting for small businesses

Competitor Research

AI tool to help companies track their competitors

StartKit.AI

Boilerplate for quickly building AI products

No-Code Scraper

Data Scraping without Code - Seamlessly extract data from any website with just a few simple inputs.

BacklinkGPT

AI-powered link-building platform that helps you generate personalized outreach messages for faster link building.

VocalReplica

AI-Powered Vocal and Instrumental Isolation for Your Favorite Tracks

In 2 lists

LangMagic

Learn languages from native content.

In 2 lists

Persuva

Persuva is the AI-driven platform to create persuasive, high-converting ad copy at scale.

In 2 lists

Dittto.ai

Fix your hero copy with an AI trained on top SaaS websites.

In 2 lists

SEOByAI

Rank Faster on Google with FREE AI SEO Tools

SinglebaseCloud

AI-powered backend platform with Vector DB, DocumentDB, Auth, and more to speed up app development.

In 2 lists

TrollyAI

Create professional SEO articles, 2x faster

In 2 lists

WebscrapeAI

Scrape any website without code using AI

Architecture Helper

Analyze any building architecture, and generate your own custom styles, in seconds.

In 2 lists

AI-Flow

Connect multiple AI models easily

In 2 lists

Code to Flow

Visualize, Analyze, and Understand Your Code flow. Turn Code into Interactive Flowcharts with AI. Simplify Complex Logic Instantly.

In 2 lists

Recast Studio

AI-powered podcast marketing assistant.

In 2 lists

Clipwing

A tool for cutting long videos into dozens of short clips.

In 2 lists

Tailor

Get a daily podcast and newsletter, created for you by an AI

ZZZ Code AI

AI-powered free website to get any programming question answered or code generated.

Scribble Diffusion

turn your sketch into a refined image using AI

Paint by Text

Edit your photos using written instructions, with the help of an AI.

Scenario AI

AI-generated game assets

AnimalAI

custom AI-generated animal portraits (profits are directed to various wildlife conservation organizations)

starryai

AI Art Generator App - AI Art Maker

ProsePainter

an interactive tool to "paint with words." It incorporates guidable text-to-image generation into a traditional digital painting interface

ProsePainter: Image + Sketching Interface + CLIP! - YouTube

Cocreator AI

creative computer agent (in wait list)

Runway ML

AI video creation suite

Hotpot.ai - Hotpot.ai

set of AI Tools to post-process images

In 2 lists

Toonify yourself by Justin Pinkney

turn a human face into a cartoon

deepart.io

a online tool for applying style transfer

Artbreeder

web-based tool to generate images by breeding existing images

In 3 lists

Ostagram.ru

image style transfer plataform

cleanup.pictures

remove objects, people, text and defects from any picture for free

In 2 lists

remove.bg

remove background from images

In 5 lists

Quick, Draw!

can a neural network learn to recognize doodling? A game to help NL by adding users drawing

Nekton.ai

automate your workflows with AI

In 4 listsDetails

Documind.chat

Chat with PDF using AI. Documind is a powerful chat with pdf tool that lets you ask questions from your pdf documents.

Snowpixel

Generate Images/Videos/Animations/Audio/Music/3D Objects with Text and/or Image. Upload your own data to create custom models.

In 2 lists

Chatpdf.so

Talk to PDF using GPT4 AI. Chatpdf.so is a chatpdf tool that lets you do question answering on your pdf documents.

Yona.ai

Create deeply personalized AI chatbots from your own conversations, your stories, your data. You can harness the power of your chat history to build an AI companion for a nostalgic trip down memory lane, whimsical fantasies, or any other unique purpose.

Voicesphere

Chat with your documents to get intelligent, context specific answers.

In 2 lists

Tune AI

AI chat app powered by open source models

GPT Mobile

GPT Mobile is an Android app that can chat with multiple LLMs at once! Currently supports ChatGPT, Anthropic Claude, and Google Gemini.

In 2 lists

PageGen

An AI Page Generator with Claude AI, React and Shadcn UI. Generate web pages from text, screenshot and templates with one click.

PerchanceStory

PerchanceStory is an AI-based interactive story generator, which generates ever-changing story endings with endless possibilities based on simple user-provided input.

Vibe Coding

filipecalegario/awesome-vibe-coding

A curated list of vibe coding references, colaborating with AI to write code.

Andrej Karpathy on X

"There's a new kind of coding I call "vibe coding", where you fully give in to the vibes, embrace exponentials, and forget that the code even exists."

In 2 lists

Windsurf Editor by Codeium

agentic IDE, "where the work of developers and AI truly flow together, allowing for a coding experience that feels like literal magic"

In 5 listsDetails

Bolt.new

Prompt, run, edit, and deploy full-stack web and mobile apps.

In 9 listsDetails

Lovable

"Idea to app in seconds. Lovable is your superhuman full stack engineer."

In 7 listsDetails

v0 by Vercel

assistant to build NextJS frontend

In 3 lists

Cursor

The AI Code Editor, "the best way to code with AI"

In 12 listsDetails

Replit

"Simply describe your idea above and let the Agent build it for you"

In 6 listsDetails

AI-Powered Code Generation

batchai

A supplement to Copilot and Cursor - utilizes AI for batch processing of project codes

Archie

AI-Driven Product Architect that Designs and Plans Software Applications

DhiWise

DhiWise is an app development platform that automates coding tasks, letting developers focus on core functionalities.

New study on coding behavior raises questions about impact of AI on software development – GeekWire

CostGPT: Software Development Cost Calculator

"find the cost, time and the best tech stack for any kind of software, tools that you want to build using the power of AI"

codefuse-ai/Awesome-Code-LLM

a curated list of language modeling researches for code and related datasets.

In 2 lists

tldraw/draw-a-ui

draw a mockup and generate HTML for it

deepseek-ai/DeepSeek-Coder

a tool that experiments the motto "let the code write itself"

In 3 lists

Cody

AI coding assistant

In 2 lists

Kombai

generate UI code per component from Figma

In 2 lists

geekan/MetaGPT

the multi-agent framework that, give one line requirement, return PRD, design, tasks, repo

In 8 listsDetails

ZZZ Code AI

AI-powered free website to get any programming question answered or code generated.

Rapidpages

create React & Tailwind landing pages using AI

Teaching Programming in the Age of ChatGPT – O’Reilly

GPT Web App Generator

generates a webapp from a title, description, and other simple parameters

wolfia-app/gpt-code-search

search a codebase with natural language using AI

In 2 lists

e2b-dev/e2b

"Open-source platform for building AI-powered virtual software developers"

In 7 listsDetails

Metabob

Generative AI to improve and automate code reviews

gventuri/pandas-ai

Pandas AI is a Python library that integrates LLMs capabilities into Pandas, making dataframes conversational

In 4 listsDetails

A Systematic Evaluation of Large Language Models of Code

arxiv paper

pgosar/ChatGDB

"Harness the power of ChatGPT inside the GDB debugger"

In 2 lists

The Impact of AI on Developer Productivity: Evidence from GitHub Copilot | arxiv

openai/openai-cookbook

Examples and guides for using the OpenAI API

In 9 listsDetails

Reduce costs when prompting using GPT

Co-Developer GPT engine

local r/w file access and execute actions from an OpenAI GPT

In 3 lists

Potpie

Open Source AI Agents for your codebase in minutes. Use pre-built agents for Q&A, Testing, Debugging and System Design or create your own purpose-built agents.

In 4 listsDetails

Everything to Markdown to LLMs

bytedance/Dolphin

The official repo for “Dolphin: Document Image Parsing via Heterogeneous Anchor Prompting”, ACL, 2025.

In 3 lists

NuExtract 2.0 by NuMind

"Outclassing Frontier LLMs in Information Extraction"

unclecode/crawl4ai: 🚀🤖 Crawl4AI

Open-source LLM Friendly Web Crawler & Scraper

In 5 listsDetails

LLMSTXT.NEW

Generate consolidated text files from websites for LLM training and inference – Powered by Firecrawl

Mistral OCR / Mistral AI

A document understanding API

opendatalab/MinerU

A high-quality tool for convert PDF to Markdown and JSON

In 5 listsDetails

microsoft/markitdown

Python tool for converting files and office documents to Markdown.

In 9 listsDetails

docling-project/docling

get your documents ready for gen AI

In 5 listsDetails

Firecrawl

Turn websites into LLM-ready data

In 3 lists

CatchTheTornado/text-extract-api

document (PDF, Word, PPTX ...) extraction and parse API using OCRs + Ollama supported models. Anonymize documents. Remove PII. Convert any document or picture to structured JSON or Markdown

R Jina

convert websites into Markdown by placing the URL in the search bar

In 2 lists

Gitingest

turn any Git repository into a simple text digest of its codebase.

In 4 listsDetails

uithub

convert GitHub repositories into Markdown by placing the URL in the search bar

Small Language Models

[2409.15790] Small Language Models: Survey, Measurements, and Insights

[2402.17764] The Era of 1-bit LLMs: All Large Language Models are in 1.58 Bits

mbzuai-oryx/MobiLlama

Small Language Model tailored for edge devices

In 2 lists

Large Language Models (LLMs)

lunary-ai/abso

TypeScript SDK to easily call 100+ LLMs using OpenAI's format

oumi-ai/oumi

open universal machine intelligence, open-source platform that streamlines the entire lifecycle of foundation models - from data preparation and training to evaluation and deployment

In 3 lists

comet-ml/opik

Evaluate, test, and ship LLM applications with a suite of observability tools to calibrate language model outputs across your dev and production lifecycle.

In 16 listsDetails

mendableai/firecrawl

Turn entire websites into LLM-ready markdown or structured data. Scrape, crawl and extract with a single API.

In 2 lists

QuivrHQ/MegaParse

File Parser optimised for LLM Ingestion with no loss. Parse PDFs, Docx, PPTx in a format that is ideal for LLMs.

In 2 lists

LiteLLM

a proxy server to manage auth, loadbalancing, and spend tracking across 100+ LLMs, all in the OpenAI format

youssefHosni/Hands-On-LangChain-for-LLM-Applications-Development

Practical LangChain tutorials for LLM applications development

unclecode/crawl4ai: 🚀🤖 Crawl4AI

Open-source LLM Friendly Web Crawler & Scraper

In 5 listsDetails

microsoft/LMOps

General technology for enabling AI capabilities w/ LLMs and MLLMs

In 2 lists

F*** You, Show Me The Prompt

quickly understand inscrutable LLM frameworks by intercepting API calls

In 2 lists

danielmiessler/fabric

fabric is an open-source framework for augmenting humans using AI. It provides a modular framework for solving specific problems using a crowdsourced set of AI prompts that can be used anywhere.

In 6 listsDetails

Langfuse

Open source LLM engineering platform: Observability, metrics, evals, prompt management, playground, datasets. Integrates with LlamaIndex, Langchain, OpenAI SDK, LiteLLM, and more. #opensource

In 10 listsDetails

naklecha/llama3-from-scratch

llama3 implementation one matrix multiplication at a time

[2405.03825] Organizing a Society of Language Models: Structures and Mechanisms for Enhanced Collective Intelligence

Open challenges in LLM research

stanfordnlp/dspy

DSPy: The framework for programming — not prompting — foundation models

In 11 listsDetails

Groq

service focused on fast inference speed, providing API access to Llama 2 70B-4K and Mixtral 8x7B-32K

In 5 listsDetails

Floom

AI gateway and marketplace for developers, enables streamlined integration of AI features into products

In 2 lists

rasbt/LLMs-from-scratch

Implementing a ChatGPT-like LLM from scratch, step by step

In 5 listsDetails

GoogleCloudPlatform/generative-ai

Sample code and notebooks for Generative AI on Google Cloud

LLM Visualization

In 2 lists

Automatic Hallucination detection with SelfCheckGPT NLI

StreamingLLM gives language models unlimited context

giving language models unlimited context

iusztinpaul/hands-on-llms

learn about LLMs, LLMOps, and vector DBs for free by designing, training, and deploying a real-time financial advisor LLM system ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 𝘷𝘪𝘥𝘦𝘰 & 𝘳𝘦𝘢𝘥𝘪𝘯𝘨 𝘮𝘢𝘵𝘦𝘳𝘪𝘢𝘭𝘴

In 3 lists

Practical Tips for Finetuning LLMs Using LoRA (Low-Rank Adaptation)

Poe

a platform that lets people ask questions, get instant answers, and have back-and-forth conversations with a wide variety of AI-powered bots

In 7 listsDetails

[2311.01555] Instruction Distillation Makes Large Language Models Efficient Zero-shot Rankers

The architecture of today's LLM applications - The GitHub Blog

Demystifying LLMs: How they can do things they weren't trained to do - The GitHub Blog

How AI chatbots like ChatGPT or Bard work – visual explainer | The Guardian

cpacker/MemGPT

teaching LLMs memory management for unbounded context [demo page] [arxiv]

In 2 lists

[2307.10169] Challenges and Applications of Large Language Models

a systematic set of open problems and application successes of LLM area

Related resources from around the web | OpenAI Cookbook

tools and papers for improving outputs from GPT

Hannibal046/Awesome-LLM: Awesome-LLM

a curated list of Large Language Model

In 5 listsDetails

[2309.06794] Cognitive Mirage: A Review of Hallucinations in Large Language Models

Generative AI for Strategy & Innovation

an experiment about management theories with ChatGPT by Harvard Business Review Italia

The TextFX project

"AI-powered tools for rappers, writers and wordsmiths" (partnership between Lupe Fiasco and Google)

A jargon-free explanation of how AI large language models work | Ars Technica

A simple guide to fine-tuning Llama 2 | Brev docs

microsoft/semantic-kernel

integrate cutting-edge LLM technology quickly and easily into your apps

In 11 listsDetails

CoPrompt

platform for teams to use ChatGPT together

Advanced Guide to ChatGPT

guide by Neatprompts.com

Falcon LLM - Home

a foundational large language model (LLM) with 40 billion parameters trained on one trillion tokens shared by Technology Innovation Institute from Abu Dhabi

google/BIG-bench

"a collaborative benchmark intended to probe large language models and extrapolate their future capabilities"

In 3 lists

togethercomputer/OpenChatKit

provides an open-source base to create both specialized and general purpose chatbots for various applications

In 4 listsDetails

Paper Digest - ChatGPT

Recent Papers on ChatGPT

Let Us Show You How GPT Works — Using Jane Austen - The New York Times

Search-in-the-Chain: Towards Accurate, Credible and Traceable Large Language Models for Knowledge-intensive Tasks |…

"a novel framework called Search-in-the-Chain (SearChain) to improve the accuracy, credibility and traceability of LLM-generated content for multi-hop question answering"

hpcaitech/ColossalAI

Making large AI models cheaper, faster and more accessible

In 14 listsDetails

microsoft/LoRA

Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"s

In 2 lists

kyrolabs/awesome-langchain

😎 Awesome list of tools and project with the awesome LangChain framework

In 4 listsDetails

Stability AI Launches the First of its StableLM Suite of Language Models — Stability AI

Free Dolly | The Databricks Blog

open source, instruction-following LLM, fine-tuned on a human-generated instruction dataset licensed for research and commercial use

Summary of ChatGPT/GPT-4 Research and Perspective Towards the Future of Large Language Models

paper with "a comprehensive survey of ChatGPT and GPT-4 and their prospective applications across diverse domains"

lm-sys/FastChat

The release repo for "Vicuna: An Open Chatbot Impressing GPT-4" [demo]

In 12 listsDetails

Why LLaMa Is A Big Deal | Hackaday

post that discusses the impact of LLaMa and Alpaca in popularizing LLMs and even using them in small hardware devices

logspace-ai/langflow

a UI for LangChain, designed with react-flow to provide an effortless way to experiment and prototype flows

In 4 listsDetails

More than you've asked for: A Comprehensive Analysis of Novel Prompt Injection Threats to Application-Integrated Large…

paper on LLM Security

In 2 lists

Cohere AI

a way to integrate state-of-the-art language models to applications

Langchain for paper summarization

using langchain to build a app for paper summarization

Red-Teaming Large Language Models | Hugging Faces

strategies for testing LLMs against jailbreaks and attacks

hwchase17/langchain

"building applications with LLMs through composability"

In 6 listsDetails

Top Large Language Models (LLMs) in 2023 | MarkTechPost

list with large language models from diverse companies

Godly

Instant context for GPT3

GPTZero

"Detect AI Plagiarism. Accurately"

GPT-3 Apps

GPT-3 Powered Micro Products (ex: cat namer, poet pocket, summarize)

Inside language models (from GPT-3 to PaLM) – Dr Alan D. Thompson – Life Architect

Google AI Blog: Pathways Language Model (PaLM): Scaling to 540 Billion Parameters for Breakthrough Performance

PaLM is a dense decoder-only Transformer model trained with the Pathways system, which enabled Google to efficiently train a single model across multiple TPU v4 Pods. The example explaining a joke is remarkable. This shows that it can generate explicit explanations for scenarios that require a…

In 2 lists

DeepMind says its new language model can beat others 25 times its size | MIT Technology Review

Integrated AI: How to talk to AI for free using nine platforms (Megatron, GPT-3, GPT-J, Wudao, J1..) - YouTube

by Dr Alan D. Thompson. The following references came from this video description

Haystack

framework for building applications with LLMs and Transformers (e.g. agents, semantic search, question-answering)

In 13 listsDetails

SolidUI

AI-generated visualization prototyping and editing platform, support 2D, 3D models, combined with LLM(Large Language Model) for quick editing.

In 3 lists

Large Language Models (LLMs) >Model Context Protocol

Introducing the Model Context Protocol \ Anthropic

an open standard that enables developers to build secure, two-way connections between their data sources and AI-powered tools.; developers can either expose their data through MCP servers or build AI applications (MCP clients) that connect to these servers.

Model Context Protocol

Model Context Protocol (MCP) is an open protocol that enables seamless integration between LLM applications and external data sources and tools.

In 2 lists

Introduction - Model Context Protocol

Think of MCP like a USB-C port for AI applications.; MCP helps you build agents and complex workflows on top of LLMs.

In 2 lists

Example Servers - Model Context Protocol

abhiz123/todoist-mcp-server

MCP server for Todoist integration enabling natural language task management with Claude

In 3 lists

modelcontextprotocol/servers: Model Context Protocol Servers

Anthropic's official reference MCP server implementations (GitHub, Slack, Postgres, Puppeteer, etc.). The authoritative source for understanding correct MCP server structure before building your own.

In 6 listsDetails

Awesome MCP Servers

In 2 lists

punkpeye/awesome-mcp-servers

A collection of MCP servers.

In 4 listsDetails

Composio MCP Server

Connect Cursor, Windsurf, and Claude to 100+ fully managed MCP Servers with built-in auth; These servers are built by the community and are hosted by Composio

In 2 lists

Example Clients - Model Context Protocol

Building MCP with LLMs - Model Context Protocol

Add Supabase to Cursor via MCP

Building Agents with Model Context Protocol - Full Workshop with Mahesh Murag of Anthropic - YouTube

AI Engineer Summit workshop

loopwork-ai/emcee

a tool that provides a Model Context Protocol (MCP) server for any web application with an OpenAPI specification.

MCP Run

a registry of AI tools that can be developed by anyone and used inside any AI application

modelcontextprotocol/inspector

Visual testing tool for MCP servers

In 2 lists

Large Language Models (LLMs) >Programming Frameworks for LLMs

DSPy: Not Your Average Prompt Engineering

a post about the DSPy, a framework developed by the Stanford NLP group aimed at algorithmically optimizing language model prompts

Large Language Models (LLMs) >Prompt Engineering

Narrow AI

Automated Prompt Engineering and Optimization Platform

Anthropic's Prompt Engineering Interactive Tutorial

Prompt Engineering Interactive Tutorial by Anthropic

In 4 listsDetails

ncwilson78/System-Prompt-Library

A library of shared system prompts for creating customized educational GPT agents.

Promptstacks

a prompt engineering community

Prompt engineering - OpenAI API

OpenAI's document with strategies and tactics for getting better results from large language models

In 3 lists

[2310.04438] A Brief History of Prompt: Leveraging Language Models

the paper presents an exploration of the evolution of prompt engineering. The author, Golam Md Muktadir, extensively used ChatGPT for content generation

[2311.05661] Prompt Engineering a Prompt Engineer

this paper deals with the problem of "constructing a meta-prompt that more effectively guides LLMs to perform automatic prompt engineering"

[2311.04155] Black-Box Prompt Optimization: Aligning Large Language Models without Model Training

the Book

collection of prompts and hints of prompt engineering

dair-ai/Prompt-Engineering-Guide

Guide and resources for prompt engineering

In 11 listsDetails

zou-group/textgrad

Automatic "Differentiation" via Text, using large language models to backpropagate textual gradients.

In 2 lists

vaibkumr/prompt-optimizer

Minimize LLM token complexity to save API costs and model computations.

In 2 lists

PromptPerfect

"Optimize Your Prompts to Perfection"

In 3 lists

danielmiessler/fabric

fabric is an open-source framework for augmenting humans using AI. It provides a modular framework for solving specific problems using a crowdsourced set of AI prompts that can be used anywhere.

In 6 listsDetails

ChatGPT for designers

ChatGPT Cheat Sheet V2 to craft better prompts

timqian/openprompt.co

Create. Use. Share. ChatGPT prompts

In 2 lists

60 ChatGPT Prompts for Data Science (Tried, Tested, and Rated)

post by Travis Tang from DataDrivenInvestor

f/awesome-chatgpt-prompts

this repo includes ChatGPT prompt curation to use ChatGPT better

In 10 listsDetails

brexhq/prompt-engineering

"Tips and tricks for working with Large Language Models like OpenAI's GPT-4"

In 3 lists

How to write an effective GPT-3 prompt | Zapier

a list of 6 GPT-3 tips for getting the desired output

The Art of ChatGPT Prompting: A Guide to Crafting Clear and Effective Prompts

e-book by Fatih Kadir Akın (@fkadev)

In 2 lists

USP AI Prompt Book

Stable Diffusion v2.1 Prompt Book

daspartho/prompt-extend

extending stable diffusion prompts with suitable style cues using text generation

Prompt Box

"organize and save your AI prompts"

Midjourney artist reference - Google Sheets

Stable Diffusion Prompt Book — Stability.Ai

prompt book for Stable Diffusion v2.0 and v2.1 released by Stability.AI

The Ultimate Stable Diffusion Prompt Guide by PromptHero

CLIP Interrogator - a Hugging Face Space by pharma

image-to-text tool to figure out what a good prompt might be to create new images like an existing one

some9000/StylePile

A helper script for AUTOMATIC1111/stable-diffusion-webui. Basically a mix and match to quickly get different results without wasting a lot of time writing prompts.

Artists To Study | All images generated with Google Colab TPUs + CompVis/stable-diffusion-v1-4 + Huggingface Diffusers

a systematic study of artists' styles made by @camenduru

CLIP retrieval for laion5B

CLIP retrieval using Laion5B. "It works by converting the text query to a CLIP embedding , then using that embedding to query a knn index of clip image embedddings".

rom1504/clip-retrieval

Easily compute CLIP embeddings and build a CLIP retrieval system with them

PromptDesign | Reddit

Reddit community for "the art of communicating with natural language models"

Prompt Engineering and Zero-Shot/Few-Shot Learning [Guide] - inovex GmbH

prompt engineering for text generation

clip-interrogator.ipynb - Colaboratory

a tool for image-to-prompt

Useful Prompt Engineering tools and resources | Reddit

PromptHero

Search the best prompts for Stable Diffusion, DALL-E and Midjourney

In 2 lists

promptoMANIA

AI art community with prompt generator

Lexica

search over 10M+ Stable Diffusion images and prompts

In 5 listsDetails

list of artists for SD v1.4 A-C / D-I / J-N / O-Z

succinctly/text2image-prompt-generator · Hugging Face

a GPT-2 model fine-tuned on the succinctly/midjourney-prompts dataset, which contains 250k text prompts that users issued to the Midjourney text-to-image service over a month period

The Prompter | vicc | Substack

a newsletter about news, tips and thoughts around prompt engineering

(19) Nikhil Agrawal 📌 on Twitter

11 AI Images Prompt websites to level up the image quality

Phraser

a tool that support prompt creation

PromptBase | Prompt Marketplace

PromptBase is a marketplace for DALL·E, Midjourney & GPT-3 prompts, where people can sell prompts and make money from their prompt crafting skills.

In 5 listsDetails

Professional AI whisperers have launched a marketplace for DALL-E prompts - The Verge

Visual Prompt Builder

simple deck of illustrated card to combine modifiers for prompt building

Prompt Engineering Template - Google Sheets

spreadsheet with lists of modifiers for prompt building and a lot of interesting links for reference

Prompt Engineering: From Words to Art - Saxifrage Blog

DALL·Ery GALL·Ery Resources

DALL·E 2 and AI art prompt resources & tools to inspire beautiful images

[2204.13988] A Taxonomy of Prompt Modifiers for Text-To-Image Generation

List of Aesthetics | Aesthetics Wiki | Fandom

Artist Directory (Volcano Comparison) | AI Art Creation Wiki | Fandom

The DALL·E 2 Prompt Book – DALL·Ery GALL·Ery

DALL·Ery GALL·Ery

A guide to OpenAI's DALL·E – prompts, projects, examples, and tips

(2) MASSIVE 💥 DALL-E 2 ANIME ⚡︎ KEYWORDS + MODIFIERS LIST : haaaaven

image prompt modifier collection by haaaaven

DrawBench

a list of prompts the Google Imagen is organizing as a benchmark

CLIP Prompt Engineering for Generative Art - matthewmcateer.me

list of styles tested with Quick CLIP Guided Diffusion

Adobe should make a boring app for prompt engineers (Interconnected)

[2206.00169] Discovering the Hidden Vocabulary of DALLE-2

When SD just doesn't understand the prompt no matter how hard I try | Reddit

It's very interesting how some prompts have very defined output but other specific ones are not | Reddit

Large Language Models (LLMs) >Mamba

[2312.00752] Mamba: Linear-Time Sequence Modeling with Selective State Spaces

alternative to Transformer architecture.

In 2 lists

Mamba: A shallow dive into a new architecture for LLMs | by Geronimo (@geronimo7) | Dec, 2023 | Medium

Mamba-Chat

A chat LLM based on the state-space model architecture

Large Language Models (LLMs) >Running LLMs Locally

llama.cpp guide

Running LLMs locally, on any hardware, from scratch

PowerInfer

a high-speed inference engine for deploying LLMs locally

In 2 lists

GPT4All

A free-to-use, locally running, privacy-aware chatbot. No GPU or internet is required.

In 3 lists

LM Studio

Discover, download, and run local LLMs

In 11 listsDetails

ggerganov/llama.cpp

Port of Facebook's LLaMA model in C/C++

In 7 listsDetails

Large Language Models (LLMs) >Function Calling

Nexusflow/NexusRaven-V2-13B · Hugging Face

"surpassing GPT-4 for Zero-shot Function Calling"

Large Language Models (LLMs) >GPTs and Assistant API

Featured GPTs

curated custom GPTs list for daily tasks

AllGPTs

a directory to find GPTs

Large Language Models (LLMs) >Retrieval-Augmented Generation (RAG)

Benchmarking Hallucination Detection Methods in RAG | Towards Data Science

bRAGAI/bRAG-langchain

Everything you need to know to build your own RAG application

In 2 lists

ragapp/ragapp

an alternative to use Agentic RAG in enterprises

In 2 lists

LlamaParse

GenAI-native document parsing platform by LlamaIndex

Retrieval-Augmented Generation for Large Language Models: A Survey

weaviate/Verba

Retrieval Augmented Generation (RAG) chatbot powered by Weaviate

In 2 lists

imartinez/privateGPT

"Interact with your documents using the power of GPT, 100% privately, no data leaks"

In 7 listsDetails

pinecone-io/canopy

Retrieval Augmented Generation (RAG) framework and context engine powered by Pinecone

Forget RAG, the Future is RAG-Fusion

post by Adrian H. Raudaschl in Towards Data Science

Rerankers and Two-Stage Retrieval | Pinecone

Retrieval Augmented Generation | Pinecone

Best end-to-end RAG education.

In 2 lists

dssjon/biblos: biblos.app

example of RAG architecture using semantic search and summarization for retrieving Bible passages

🪆 Introduction to Matryoshka Embedding Models

Getting creative with embeddings by Amelia Wattenberger

The Hidden Life of Embeddings: Linus Lee - YouTube

neuml/txtai

semantic search and workflows powered by language models

In 9 listsDetails

facebookresearch/faiss

A library for efficient similarity search and clustering of dense vectors

In 8 listsDetails

Optimize Your Chatbot’s Conversational Intelligence Using GPT-3 | by Amogh Agastya | Better Programming

tutorial presenting semantic search concepts

What is Semantic Search?

Learning Center | Pinecone

Pinecone's guides to vector embeddings

BLIP+CLIP | CLIP Interrogator | Kaggle

a Kaggle notebook for image description and captioning (imate-to-text)

jerryjliu/gpt_index: GPT Index (LlamaIndex)

a project to make it easier to use large external knowledge bases with LLMs

In 3 lists

Llama Hub

a repository of data loaders for LlamaIndex (GPT Index) and LangChain

Chroma

an open-source AI-native database that makes it easy to use embeddings

In 3 lists

Large Language Models (LLMs) >Autonomous LLM Agents

Complete Guide to LLM Agents (2025)

summarization of terms related to LLM agents

pydantic/pydantic-ai

Agent Framework / shim to use Pydantic with LLMs

In 12 listsDetails

NirDiamant/GenAI_Agents

tutorials and implementations for various Generative AI Agent techniques, from basic to advanced. It serves as a comprehensive guide for building intelligent, interactive AI systems.

In 6 listsDetails

Hexabot

Open-Source AI Chatbot / Agent builder with support for LLMs as well as social media channels integration.

In 2 lists

TailorTask

Automate any boring task, without code and without having to learn a new tool

[2406.04784] SelfGoal: Your Language Agents Already Know How to Achieve High-level Goals

[2406.04692] Mixture-of-Agents Enhances Large Language Model Capabilities

MervinPraison/PraisonAI

PraisonAI application combines AutoGen and CrewAI or similar frameworks into a low-code solution for building and managing multi-agent LLM systems, focusing on simplicity, customisation, and efficient human-agent collaboration.

In 9 listsDetails

Practices for Governing Agentic AI Systems

paper by OpenAI that offers a set of practices for keeping agents’ operations safe and accountable.

[2312.05230] Language Models, Agent Models, and World Models: The LAW for Machine Reasoning and Planning

[2309.02427] Cognitive Architectures for Language Agents

"we draw on the rich history of cognitive science and symbolic artificial intelligence to propose Cognitive Architectures for Language Agents (CoALA)"

In 3 lists

[2309.07864] The Rise and Potential of Large Language Model Based Agents: A Survey

(2023) SCIS

In 2 lists

[2310.01444] Adapting LLM Agents Through Communication

[2309.17288] AutoAgents: A Framework for Automatic Agent Generation

(2024) IJCAI

In 2 lists

Exploring Multi-Persona Prompting for Better Outputs

"method of prompt engineering that instructs the LLM to summon multiple personas and have them work together to solve a task"

In 2 lists

Conceptual Framework for Autonomous Cognitive Entities

a paper that "introduces the Autonomous Cognitive Entity (ACE) model, a novel framework for a cognitive architecture, enabling machines and software agents to operate more independently"

Mindstorms in Natural Language-Based Societies of Mind

a paper that evaluates the natural language-based societies of mind (NLSOMs), leveraging mindstorms in them to solve some practical AI tasks

AutoGen | Microsoft

multi-agent conversation framework as a high-level abstraction by Microsoft [github]

In 3 lists

OpenBMB/ChatDev

create customized software using natural language idea (through llm-powered multi-agent collaboration)

In 6 listsDetails

a16z-infra/ai-town

A MIT-licensed, deployable starter kit for building and customizing your own version of AI town - a virtual town where AI characters live, chat and socialize.

In 4 listsDetails

AI Town

a virtual town where AI characters live, chat and socialize.

joonspk-research/generative_agents - Generative Agents

code for interactive simulacra of human behavior [arxiv]

In 2 lists

AgentBench: Evaluating LLMs as Agents

Hugging Face paper page on a benchmark to evaluate LLMs agents

geekan/MetaGPT

the multi-agent framework that, give one line requirement, return PRD, design, tasks, repo

In 8 listsDetails

GPT Researcher

AI agents for insights and research

Multi-agent Simulation by Jim Fan on Twitter

"The next frontier of emergent intelligence will be multi-agent simulation: a crowd of AI characters carry out their daily lives through complex social interactions"

Introducing AACP | SuperAGI

agent to agent communication protocol

BrainstormGPT

AI multi-agent problem solving

ChatArena

building multi-agent environments for LLMs

In 2 lists

e2b-dev/e2b

"Open-source platform for building AI-powered virtual software developers"

In 7 listsDetails

101dotxyz/GPTeam

"GPTeam uses GPT-4 to create multiple agents who collaborate to achieve predefined goals"

In 4 listsDetails

Fine-Tuner.ai

no code approach to build AI agents

AI Agent Basics: Let’s Think Step By Step - by Jon Stokes

AgentGPT

"assemble, configure, and deploy autonomous AI Agents in your browser"

In 4 listsDetails

yoheinakajima/babyagi

an AI-powered task management system that uses OpenAI and Pinecone APIs to create, prioritize, and execute tasks

In 8 listsDetails

Torantulino/Auto-GPT

"an experimental open-source attempt to make GPT-4 fully autonomous"

In 4 listsDetails

Generative Agents: Interactive Simulacra of Human Behavior

a paper that presents computational software agents that simulate believable human behavior

In 5 listsDetails

microsoft/JARVIS

JARVIS, a system to connect LLMs with ML community

In 3 lists

HuggingGPT

Solving AI Tasks with ChatGPT and its Friends in HuggingFace

In 5 listsDetails

[2411.00114] Project Sid: Many-agent simulations toward AI civilization

Generative Agent Simulations of 1,000 People | arxiv

[GitHub: joonspk-research/genagents]

microsoft/TinyTroupe

LLM-powered multiagent persona simulation for imagination enhancement and business insights

In 2 lists

Multi-Agent Research Outline

an interactive eBook that compiles an extensive collection of research papers on large language model (LLM)-based multi-agent systems

openai/swarm

Educational framework exploring ergonomic, lightweight multi-agent orchestration. Managed by OpenAI Solution team.

In 6 listsDetails

[2307.05300] Unleashing Cognitive Synergy in Large Language Models: A Task-Solving Agent through Multi-Persona…

[2308.07201] ChatEval: Towards Better LLM-based Evaluators through Multi-Agent Debate

[2308.10848] AgentVerse: Facilitating Multi-Agent Collaboration and Exploring Emergent Behaviors

BrainSoup

multi-agent & multi-LLM client with RAG, multi-modality, automation, code interpreter, and sandboxed file system

In 5 listsDetails

Large Language Models (LLMs) >LLM Evaluation

Cleanlab Trustworthy Language Model: Score the trustworthiness of any LLM response

Detect and remediate hallucinations in any LLM application.

In 2 lists

PAIR-code/llm-comparator

LLM Comparator is an interactive data visualization tool for evaluating and analyzing LLM responses side-by-side, developed by the PAIR team.

In 2 lists

confident-ai/deepeval

The LLM Evaluation Framework

In 9 listsDetails

LLM Benchmarks: MMLU, HellaSwag, BBH, and Beyond - Confident AI

LLM Leaderboards

Reward Bench Leaderboard - a Hugging Face Space by allenai

LiveBench

A Challenging, Contamination-Free LLM Benchmark

In 2 lists

Evaluating Large Language Models

Methods, Best Practices & Tools | Lakera – Protecting AI teams that disrupt the world

ianarawjo/ChainForge

An open-source visual programming environment for battle-testing prompts to LLMs.

In 2 lists

Prometheus-2 Cookbook - LlamaIndex

"An Open Source Language Model Specialized in Evaluating Other Language Models."

[2305.13711] LLM-Eval: Unified Multi-Dimensional Automatic Evaluation for Open-Domain Conversations with Large…

LLM Evaluation

research on evaluation of LLMs conducted by Microsoft Research and other collaborated institutes. (Updated at: 2023/10)

LLM Evaluation: Everything You Need To Run, Benchmark Evals

The Ultimate Guide to LLM Product Evaluation

How to Evaluate, Compare, and Optimize LLM Systems

LLM Evaluation | Clarifai Guide

How to Evaluate LLM Applications: The Complete Guide - Confident AI

AI Evaluation Metrics | Microsoft Learn

How to Evaluate Large Language Model Outputs: Current Best Practices | FinetuneDB

The Ultimate Guide to LLM Evaluation | Deci

Large Language Model Evaluation in 2024: 5 Methods

Aligning with Human Judgement: The Role of Pairwise Preference in Large Language Model Evaluators

Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena

LLM Evaluation Metrics: Everything You Need for LLM Evaluation - Confident AI

Criteria Evaluation | 🦜️🔗 LangChain

Evaluation of LLMs - Part 1

Evaluation of LLMs - Part 2

The Crucial Role of Model Evaluation in LLM and AI Integrations

MLGroupJLU/LLM-eval-survey: The official GitHub page for the survey paper "A Survey on Evaluation of Large Language…

The official GitHub page for the survey paper "A Survey on Evaluation of Large Language Models".

In 2 lists

A Survey on Evaluation of Large Language Models | ACM Transactions on Intelligent Systems and Technology

[2307.03109] A Survey on Evaluation of Large Language Models

qcri/LLMeBench

Benchmarking Large Language Models

TruLens for LLMs

Evaluate and Track LLM Applications

LLM Testing Guide

Comprehensive Strategies for Testing and Behavior Analysis by Kolena

Chatbot Arena

benchmarking LLMs through pairwise confrontation and evaluation

[2311.12022] GPQA: A Graduate-Level Google-Proof Q&A Benchmark

graduate-level Q&A, "Google-proof" reasoning evaluation.

In 2 lists

OpenAI Cookbook: Evaluating RAG systems | by Ravi Theja | Nov, 2023 | LlamaIndex Blog

Amazon will offer human benchmarking teams to test AI models - The Verge

[2311.05020] First Tragedy, then Parse: History Repeats Itself in the New Era of Large Language Models

"that meaningful evaluation informed by actual use is still an open problem"

[2311.12983] GAIA: a benchmark for General AI Assistants

general AI assistant benchmark including multi-step QA.

In 2 lists

Sharing LangSmith Benchmarks

[2311.09247] Comparing Humans, GPT-4, and GPT-4V On Abstraction and Reasoning Tasks

vectara/hallucination-leaderboard

"leaderboard Comparing LLM Performance at Producing Hallucinations when Summarizing Short Documents"

In 2 lists

[2305.16938] Few-shot Fine-tuning vs. In-context Learning: A Fair Comparison and Evaluation

LLM Comparison/Test

39 models tested (7B-70B + ChatGPT/GPT-4)

LLM Evaluation at Scale – Airtrain

no-code batch compute platform for LLM evaluation and tuning workloads

How to evaluate a summarization task | OpenAI Cookbook

openai/evals

Evals is a framework for evaluating LLMs and LLM systems, and an open-source registry of benchmarks.

In 8 listsDetails

Red teaming and model evaluations | Anthropic

Challenges in evaluating AI systems | Anthropic

Evaluating LLMs is a minefield

talk by Princeton professor Arvind Narayanan

Indico LLM Leaderboard

Indico Data runs a monthly benchmarking exercise across providers (LLama, Azure OpenAI, Google, AWS Bedrock, and Indico trained discriminative standard language models RoBERTa and DeBERTa), datasets (e.g. cord and CUAD), and capabilities (text classification, key information extraction, and…

LLM Rankings

a leaderboard that compares LLMs for all prompts.

In 2 lists

LLM Use Case Leaderboard

a leaderboard that features LLM use cases.

LMExamQA

a leaderboard that benchmarks foundation models with Language-Model-as-an-Examiner.

The Pile

a leaderboard of The Pile benchmark.

In 2 lists

Large Language Models (LLMs) >LLMOps

Lunary

Open-source platform for LLM chatbots and agents: observability, prompt management, testing & more

Eden AI

provides a unique API connected to the AI engines

Dify

LLMOps platform for creating and operating AI-native apps based on GPT-4

In 2 lists

LLM App

LLM App is a Python library that helps you build real-time AI-powered data pipelines with few lines of code.

In 5 listsDetails

Large Language Models (LLMs) >AI Engineering

An AI Engineer’s Guide to Machine Learning and Generative AI | by ai geek (wishesh) | Oct, 2023 | Medium

Keywords AI

The enterprise-grade software to build, monitor, and improve your AI application. Keywords AI is a full-stack LLM engineering platform for developers and PMs.

In 2 lists

Marvin

AI engineering framework for building natural language interfaces

Instructor

library for structured LLM extraction in Python

One AI

an NLP-as-a-service platform

LangSmith

a developer platform for deploying LLM apps

In 2 lists

Large Language Models (LLMs) >Attacks on LLMs

Constitutional Classifiers

Defending against Universal Jailbreaks across Thousands of Hours of Red Teaming

briland/LLM-security-and-privacy

LLM security and privacy

ZombAIs

From Prompt Injection to C2 with Claude Computer Use

[2310.04451] AutoDAN: Generating Stealthy Jailbreak Prompts on Aligned Large Language Models

MITRE ATLAS™

knowledge base of adversary tactics and techniques based on real-world attack observations and realistic demonstrations from AI red teams and security groups, modeled after the MITRE ATT&CK® framework.

In 3 lists

OWASP Top 10 for Large Language Model Applications

the Open Worldwide Application Security Project's list related to LLMs [Youtube video]

Scalable Extraction of Training Data from (Production) Language Models

extracting training data from ChatGPT [webpage]

The Emerging Attacks on Large Language Models (LLMs)

"key attack vectors that threat actors can exploit to compromise or manipulate LLMs".

Adversarial Attacks on LLMs | Lil'Log

In 2 lists

More than you've asked for: A Comprehensive Analysis of Novel Prompt Injection Threats to Application-Integrated Large…

paper on LLM Security

In 2 lists

Attacking Large Language Models

an overview of the current attack techniques on LLMs by Marcello Carboni

corca-ai/awesome-llm-security

A curation of awesome tools, documents and projects about LLM Security.

In 3 listsDetails

Adversarial Prompting

a list of adversarial prompts attacks by Prompt Engineering Guide

In 3 lists

Large Language Models (LLMs) >LangChain

LangChain Cheatsheet

All Secrets on a Single Page | by Ivan Reznikov | Nov, 2023 | Towards AI

LangChain Template: Research Assistant

Langchain integrates various providers like Anthropic, AWS, and OpenAI, and offers tools for components such as LLMs, chat models, and data analysis, supporting functionalities from Alpha Vantage to YouTube github | docs

In 20 listsDetails

Embedchain

Framework to create ChatGPT like bots over your dataset

In 9 listsDetails

FlowiseAI

"Open source UI visual tool to build your customized LLM flow using LangchainJS, written in Node Typescript/Javascript"

In 2 lists

Langchain for paper summarization

using langchain to build a app for paper summarization

LangChain Docs

Python library that helps building applications with LLMs through composability

Getting started with LangChain | by Avra | Feb, 2023 | Medium

A powerful tool for working with Large Language Models

Large Language Models (LLMs) >ChatGPT

Advanced Guide to ChatGPT

guide by Neatprompts.com

acheong08's list / Awesome ChatGPT

list of wrappers for accessing ChatGPT in platform such as Discord, Telegram, and languages such as Python, JS.

("Publicly announced ChatGPT variants and competitors: a thread" / Twitter

a Twitter thread by @goodside with alternatives to ChatGPT

danielmiessler/fabric

fabric is an open-source framework for augmenting humans using AI. It provides a modular framework for solving specific problems using a crowdsourced set of AI prompts that can be used anywhere.

In 6 listsDetails

Jack AI

AI Marketing Copywriter tool

aiPDF

The most advanced AI document assistant

In 2 lists

AICamp

ChatGPT for Teams

In 2 lists

Yomu

AI writing assistant for students and academics

In 2 lists

Google Sheets Formula Generator

Forget about frustrating formulas in Google Sheets.

In 2 lists

Elephas

Personal AI writing assistant for the Mac.

In 2 lists

Lemmy

Autonomous AI Assistant for Work.

In 2 lists

Fable Fiesta

Creative AI writing assistant

Plus AI for Google Slides

Create AI-powered presentations in Google Slides

In 2 lists

ChatBotKit

toolkit to build AI chat bots

Boring Report

"an app that uses AI to remove sensationalism from the news and makes it boring to read"

ChatPDF - Chat with any PDF!

upload a PDF file and make questions about it #semanticsearch

In 6 listsDetails

Character.AI

platform for creating and talking to advanced AI Characters

In 2 lists

SlidesAI

"create presentation slides with AI in minutes"

In 2 lists

Rationale

decision-making tool powered by the latest GPT and in-context learning

DetangleAI

AI-generated summaries of provided legal docs

GPT-2 Output Detector

tool that estimate is a given text is real or generated by GPT

HyperWrite

a personal writing assistant with suggestions and sentence completions

In 3 lists

DeepStory

A tale of co-creation between man & machine

InferKit

CopyHat

Lucid Lyrics - AI Assisted Art

AI-Assisted Lyrical Interpretations by Walter Arnold

Authors A.I.

AI-powered text analysis

Rytr

Rytr is an AI writing assistant that helps creating content

In 3 lists

Charisma

Charisma is a platform for creating interactive stories with believable virtual characters

Riku.AI | The vault for your A.I. creations

First look - Riku.ai - inference platform Mar/2022 - J1, GPT-3, Fairseq-13B, GPT-NeoX-20B, Cohere-XL - YouTube

Taskade

Taskade is an AI outliner and mind map generator for teams with built-in AI chat

In 33 listsDetails

AI Story Generator (Advance Options)

Create Unique and Engaging Stories Instantly with Customized Tone, Genre, and Narration.

AI Story Generator

Free and fast online AI-powered story generator that writes short stories for you

AI Story Generate

Generate stories using LLM with custom emotion, genre, and word count.

Composum AI

Plugin for CMS Adobe Experience Manager (AEM) or Composum Pages helping the editor to create / edit / translate texts

In 3 lists

TextCraft

Add-in for Microsoft Word that seamlessly integrates essential AI tools, including text generation, proofreading, and more, directly into the user interface.

In 3 lists

Research AI Tools >AI Tools for Research

Undermind - AI-Powered Scientific Research Assistant

an AI assistant that reads academic papers.

Scite

AI Assistant or search the literature to transform the way you discover, evaluate, and understand research on any topic.

In 4 listsDetails

SciSummary

AI to summarize scientific articles and research papers in seconds

SciSpace

AI Chat for scientific PDFs

Scholarcy

Summarize, analyze and organize your research

Research Rabbit

Find articles and view its connections - similar works, references, citations and more

In 2 lists

Nested Knowledge

Powerful evidence synthesis tools for medical researchers. Accelerate, collaborate, automate and share.

Litmaps

Literature Review Assistant

Keenious

Find research relevant to any text

Inciteful

Using Citations to Explore Academic Literature

In 2 lists

danielmiessler/fabric

fabric is an open-source framework for augmenting humans using AI. It provides a modular framework for solving specific problems using a crowdsourced set of AI prompts that can be used anywhere.

In 6 listsDetails

AI Research Tools | x post

Some AI tools that can be used for research/teaching

Unlocking productivity and personalizing learning with AI | Microsoft EDU

Sourcely

Academic Citation Finding Tool with AI

In 2 lists

GummySearch

AI-based customer research via Reddit. Discover problems to solve, sentiment on current solutions, and people who want to buy your product.

In 2 lists

[2310.17143] Supercharging academic writing with generative AI: framework, techniques, and caveats

Elicit

automate research workflow for literature review

In 4 listsDetails

Paper Brain

summarizer for paper parts. The user needs to copy and paste into their interface.

Explainpaper

"Upload a paper, highlight confusing text, get an explanation"

In 4 listsDetails

Paper Player

A new way for busy scientists and technologists to consume open science

TalkToPapers - namuan/dr-doc-search: Converse with book - Built with GPT-3

a github util where AI will do the paper reading for you instead

In 3 lists

hwaseem04/Research-digest

Research paper summariser application for our hackathon

Research AI Tools >AI Tools for Searching

whitead/paper-qa

"LLM Chain for answering questions from documents with citations"

In 2 lists

Metaphor

search engine that "understands language — in the form of prompts — so you can say what you're looking for in all the expressive and creative ways"

In 3 lists

MemFree

Open Source Hybrid AI Search Engine, Instantly Get Accurate Answers from the Internet, Bookmarks, Notes, and Docs. Support One-Click Deployment.

In 5 listsDetails

Image Synthesis

TokenVerse

Versatile Multi-concept Personalization in Token Modulation Space

The FLUX.1 family of models – Replicate

ToTheBeginning/PuLID: Official code for PuLID: Pure and Lightning ID Customization via Contrastive Alignment

Pure and Lightning ID Customization via Contrastive Alignment.

In 2 lists

Edit Your Image

Find all the trending and useful Gradio demos that you can use to edit your images

OutfitAnyone - a Hugging Face Space by HumanAIGC

Ultra-high quality virtual try-on for Any Clothing and Any Person

StockPhotoAI.net

Great stock photos, made for you.

In 2 lists

Transforming 2D Images into 3D with the AdaMPI AI Model

guide on how to use the AdaMPI AI model for creating 3D photos from 2D images

In 2 lists

deep-floyd/IF

open-source text-to-image model with a high degree of photorealism and language understanding by Stability.AI

In 2 lists

Word-As-Image for Semantic Typography

semantically transforming fonts into illustrations

In 2 lists

Scribble Diffusion

turn your sketch into a refined image using AI

Muse: Text-To-Image Generation via Masked Generative Transformers

openai/point-e

OpenAI's point cloud diffusion for 3D model synthesis

In 5 listsDetails

[arxiv/2211.11319] VectorFusion

Text-to-SVG by Abstracting Pixel-Based Diffusion Models

Parrot Zone

a database of image synthesis references

Image Synth Link List

a collection of links organized by the collective parrot zone

Introduction — PyTTI-Tools

pyttitools-PYTTI.ipynb - Colaboratory

pixray/pixray

Pixray is an image generation system

pixray/pixray_notebooks

pixray demo notebooks

dribnet/pixray-text2image – Run with an API on Replicate

sberbank-ai/ru-dalle

Generate images from texts. In Russian.

Pyttipanna

visual interface for Pytti by @_staus. Pytti is created by @sportsracer48

Imagen

Google's Text-to-Image Diffusion Models

In 4 listsDetails

Make-A-Scene

Meta's creative control for AI image generation

In 2 lists

Stable Diffusion

Stability.Ai's text-to-image model that is a breakthrough in speed and quality meaning that it can run on consumer GPUs

CLIPasso

Semantically-Aware Object Sketching

DreamFusion / Twitter

Text-to-3D using 2D Diffusion paper

apple/ml-no-token-left-behind

PyTorch Implementation of No Token Left Behind: Explainability-Aided Image Classification and Generation

disco-diffusion/Local_Disco_Diffusion_v4_1.ipynb at main · Midgraph/disco-diffusion

Audio to keyframe string

this tool is used to generate strings for the keyframes of AI animation notebooks, such as this VQGAN+CLIP Animations notebook, using the volume of audio tracks.

NÜWA: Visual Synthesis Pre-training for Neural visUal World creAtion (ML Research Paper Explained) - YouTube | Yannic…

[🔥] yuval-alaluf/hyperstyle: Official Implementation for "HyperStyle: StyleGAN Inversion with HyperNetworks for Real…

mikaelalafriz/lucid-sonic-dreams

syncs GAN-generated visuals to music

Greg Surma - Portfolio

crowsonkb (Katherine Crowson)

who wrote the tutorial of VQGAN+CLIP

DALL·E

Creating Images from Text

DALL-E mini

DALL·E mini is an AI model that generates images from any prompt you give!

DALL-E mini GitHub

DALL·E Mini - Generate images from a text prompt

In 2 lists

DALL-E mini Project Report

CLIPIT PixelDraw - Colaboratory

CLIP Guided Diffusion HQ 512x512.ipynb - Colaboratory

Smooth Transitioning Between Position / Rotation / Zoom and Text Inputs by Keyframing Parameters: A Proof of Concept…

neural-dream Alternatives and Similar Photos & Graphics Apps | AlternativeTo

CoG 21

Adversarial Reinforcement Learning for Procedural Content Generation

GitHub Repositories of Hugging Face

The AI community building the future.

In 2 lists

Image Synthesis >Inbox: Stable Diffusion

Complete guide to samplers in Stable Diffusion - Félix Sanz

Stable Diffusion Models

list of custom Stable Diffusion models

In 3 lists

Stable Diffusion KLMC2 Animation.ipynb forked

fork by @DigThatData

In 2 lists

Stable Diffusion KLMC2 Animation.ipynb

notebook by @RiversHaveWings to generate animation based on scripted prompts using a technique called KLMC2 discretization of underdamped Langevin dynamics

In 2 lists

DETEXTIFY

A Python library to remove unwanted pseudo-text from images generated by your favorite generative AI models (Stable Diffusion, Midjourney, DALL·E)

InvokeAI

Stable Diffusion Toolkit and application that runs Windows, Mac and Linux machines, and on GPU cards with as little as 4 GB or RAM

Stability.ai REST API Documentation

service provided by Stability.ai. DreamStudio authentication required to access this REST API

prompthero/midjourney-v4-diffusion · Hugging Face

Stable Diffusion fine tuned on Midjourney v4 images, by PromptHero

CHARL-E

Run Stable Diffusion on your M1 Mac

The Illustrated Stable Diffusion by Jay Alammar

"gentle introduction [on] how Stable Diffusion works"

Img To Music

a Hugging Face Space by fffiloni

Atlas KREA Stable Diffusion

An explorable map of KREA AI's Stable Diffusion Search Engine

TheLastBen/fast-stable-diffusion

fast-stable-diffusion, +25-50% speed increase + memory efficient + DreamBooth

NovelAI Improvements on Stable Diffusion | by NovelAI | Oct, 2022 | Medium

ashawkey/stable-dreamfusion

A pytorch implementation of text-to-3D dreamfusion, powered by stable diffusion.

In 4 lists

examples/stable-diffusion-finetuning at main · LambdaLabsML/examples

Fine Tuning Stable Diffusion

lkwq007/stablediffusion-infinity

Outpainting with Stable Diffusion on an infinite canvas

Diffusion Models in Vision: A Survey | DeepAI

paper about the diffusion techniques which also discuss the relation with other generative deep learning models

ThereforeGames/txt2mask

Automatically create masks for Stable Diffusion inpainting using natural language

basujindal/stable-diffusion

Optimized Stable Diffusion modified to run on lower GPU VRAM

Stable WarpFusion v0.5 (restricted to patreons)

conditioning video frames with Stable Diffusion by @devdef

nateraw/stable-diffusion-videos

Create videos with Stable Diffusion by exploring the latent space and morphing between text prompts

DecorAI

Generate Interior and Exterior Ideas in Seconds

dreamlike.art

image generator based on Stable Diffusion with fine-tuned models such as Dreamlike Photoreal 2.0. Users receive 1 credit per hour up to 50 credits

AITWO.CO

a AI-powered design platform with multiple features

aiimagegenerator.org

free AI art generator that supports Stable Diffusion txt2img and img2img generation, drawing and inpainting

InteriorAIDesigns

a platform which allows the easy redesign of rooms.

Playground AI

frontend for Stable Diffusion with 1000 image generations per day

In 2 lists

Astria

tailor-made AI image generation

drawanyone

generate drawings based on five input images

DiffusionBee

stable diffusion GUI App

In 2 lists

getimg.ai

Generate photo-realistic images from text using Stable Diffusion

Enstil: Fast, open, AI-generated images

Dezgo - Text-to-Image AI generator

PhotoAIStudio

a AI-powered photoshot platform with multiple styles

Baseten

Stable Diffusion Demo

DreamStudio

Frontend for Stable Diffusion API by Stability.ai

In 2 lists

Pollinations - pollinations/stable-diffusion-private

tencentarc/gfpgan – Run with an API on Replicate

Blind face restoration algorithm towards real-world face images. Restores blurry, blurred and damaged faces in photos.

In 2 lists

andreasjansson/stable-diffusion-wip – Run with an API on Replicate

stability-ai/stable-diffusion – Run with an API on Replicate

Osmosis.Studio

web-based content-aware collaborative design tool for generating AI ads that sell real products

Artistic.wtf

stable diffusion GUI App

Prodia

Stable diffusion-based art generator that does not require signup

ComicsMaker.ai

Stable diffusion-based comic book generator with support for text2img, img2img, inpainting and controlnet

POTO.AI

Finetune Stable Difussion model as AI Photographer to generate headshots, portrait and couple wedding photos

camenduru/stable-diffusion-webui-colab

collection of stable diffusion webui colab for different checkpoints

StableDiffusion_WebUI_Simplified.ipynb

versão em português do notebook para rodar a Web UI do Stable Diffusion no Google Colab de graça

GitHub - AUTOMATIC1111/stable-diffusion-webui: Stable Diffusion web UI

expanded Stable Diffusion web UI

In 5 listsDetails

GitHub - sd-webui/stable-diffusion-webui

Stable Diffusion web UI

Stable_Diffusion_WebUi_Simplified.ipynb - Colaboratory

GitHub - awesome-stable-diffusion/awesome-stable-diffusion

Curated list of resources for the Stable Diffusion AI Model

Stable Diffusion General Updates Posted by u/ImeniSottoITreni | Reddit

a general update on all the "most important" news/repos available

List of Stable Diffusion systems | Reddit

Stable Diffusion Akashic Records | Maks-s/sd-akashic

A compendium of information regarding Stable Diffusion (SD)

1 week of Stable Diffusion | multimodal.art

Voldy Guide

detailed beginners guide for Stable Diffusion

Dreamer's Guide to Getting Started w/ Stable Diffusion! | Reddit

A collection of sites using Stable Diffusion (and other handy links) | Reddit

Image Synthesis >Hypertechniques

Prompt+

extended textual conditioning in text-to-image generation [unofficial repo] [arxiv] [page]

A Beginner's Guide to Line Detection and Image Transformation with ControlNet

Scribble Diffusion

turn your sketch into a refined image using AI

rinongal/textual_inversion

repo contains the official code, data and sample inversions of Textual Inversion paper

2208.01618 An Image is Worth One Word: Personalizing Text-to-Image Generation using Textual Inversion

paper that describes the Textual Inversion technique

sd-concepts-library (Stable Diffusion concepts library)

Stable Diffusion Textual Inversion Concepts Library - browse through objects and styles taught by the community to Stable Diffusion and use them in your prompts!

In 2 lists

AI Profile Pictures

paid service for generating profile pictures using AI

Training Stable Diffusion with Dreambooth using Diffusers

experiments to analyze the effect of different settings in Dreambooth

fast-DreamBooth.ipynb - Colaboratory

train custom concepts from input images with this simplified DreamBooth colab

(1166) Como Criar Artes Incríveis com o seu Próprio Rosto Usando o Dreambooth! DE FORMA FÁCIL E DE GRAÇA! - YouTube

tutorial in Portuguese on how to train DreamBooth with your own face

deforum-art/sd-webui-deforum

Deforum extension for AUTOMATIC1111's Stable Diffusion webui [wiki docs]

Deforum Stable Diffusion Animation - v5 Math Functions - Demo and Test - YouTube

Deforum Stable Diffusion

generating videos from scripted prompts

(5) Deforum notebook v0.5 for Stable Diffusion animations is out! Now with math automation, perspective flips, prompt…

. Deforum v0.5 notebook for Stable Diffusion animation with math automation, perspective flips, prompt weights, and video masking.

In 2 lists

Image Synthesis >Creative Uses of Generative AI Image Synthesis Tools

De-painting historical photographs | Reddit

img2img animation with hands | Reddit

VID 2 VID user script | Reddit

Seamless textures AI generator for Blender by Antonio Freyre | Twitter

"Shattered" by Ronny Khalil | Twitter

using warp fusion to generate a shattered glass effect

Acid Dance by aiplague | Twitter

Animation with Dall-e + AE | Reddit

Patent drawing of an electronic device that ...

In 2 lists

You Describe & AI Photoshops Faces For You [StyleCLIP] - YouTube

Experimental Films + Machine Learning Week 7 Part 1 (Aphantasia with OpenAI CLIP) - YouTube

GitHub - Sanster/lama-cleaner

Image inpainting tool powered by SOTA AI Model

AgaMiko/pixel_character_generator

Generating retro pixel game characters with Generative Adversarial Networks. Dataset "TinyHero" included.

In 2 lists

Wilco Sierra

A platform that generates engineering challenges for software engineers using GPT.

Image Upscaling

Leonardo AI Upscaler

free image upscaler

Remini - AI Photo Enhancer

photo and video enhancer

AI Image Upscaler - Enlarge & Enhance Your Photos for Free - Upscale.media

simple free alternative for image upscaling

AI Image Upscaler - Upscale Photo, Cartoons in Batch Free

"free, browser-based, with five credits per day" reference by nejcsusec.beehiiv.com

Why you should upscale your images

comparing different tools

Model Database - Upscale Wiki

list of models for upscaling images

In 2 lists

Gigapixel AI

paid AI image upscaler delivering enhanced detail and resolution

In 3 lists

Image Super-Resolution

Upscale to huge sizes and add detail with SD Upscale : StableDiffusion

tutorial on Reddit

Image Restoration

sczhou/codeformer

face restoration algorithm for old photos and AI-generated faces

TencentARC/GFPGAN

GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration

In 2 lists

Image Segmentation

Segment Anything | Meta AI

"a new AI model from Meta AI that can "cut out" any object, in any image, with a single click"

In 2 lists

Video and Animation

FramePack

next-frame prediction neural network structure that generates videos progressively

Keyla.AI

Create video ads in minutes

In 2 lists

Melies

All-in-one AI filmmaking software

In 2 lists

Pyramid Flow

Infinity AI

a video foundation model that allows you to craft characters and animate them

Sora

OpenAI's text-to-video model [technical report]

In 3 lists

SDV (Stable Diffusion Image To Video)

generates 3 seconds of video in about 30 seconds using an A100 GPU on Colab+.

AILab-CVC/VideoCrafter

Open Diffusion Models for High-Quality Video Generation

Ssemble

collaborative video editor with a collection of AI plugins

Transforming 2D Images into 3D with the AdaMPI AI Model

guide on how to use the AdaMPI AI model for creating 3D photos from 2D images

In 2 lists

Nathan Lands on Twitter: "AI video has started to produce mindblowing results and could eventually disrupt Hollywood /…

Twitter thread with examples of Generative AI tools for video

Stable Animation SDK

a text-to-animation tool for developers by Stability AI [dev platform]

In 2 lists

Twelve Labs

multimodal, contextual understanding for video search

In 2 lists

Align your Latents

high-resolution video synthesis with latent diffusion models [arxiv]

In 2 lists

Gen-2 by Runway

"a multi-modal AI system that can generate novel videos with text, images, or video clips" [arxiv]

In 2 lists

CiaraRowles/TemporalNet · Hugging Face

a ControlNet model designed to enhance the temporal consistency of generated outputs [tweet]

Video-P2P UI - a Hugging Face Space by video-p2p-library

video editing with cross-attention control [tweet]

Text2Video-Zero - a Hugging Face Space by PAIR

zero-shot text-to-video synthesis diffusion framework [tweet] [arxiv]

ModelScope - a Hugging Face Space by damo-vilab

text-to-video synthesis [page]

neural frames

tools for animation creation inspired on deforum

THUDM/CogVideo

text-to-video generation

In 5 listsDetails

baowenbo/DAIN

Depth-Aware Video Frame Interpolation (CVPR 2019)

Dain-App 1.0 [Nvidia Only] by GRisk

Depth-Aware Video Frame Interpolation (CVPR 2019)

Content Studio AI

Faceless Video Generator

Audio and Music

StemGen: A music generation model that listens

Mustango

"Toward Controllable Text-to-Music Generation"

Lyria by Google DeepMind

"transforming the future of music creation"

Suno AI

"make any song you can imagine"

In 2 lists

Riffusion

this AI system generates singing voice for literally any text as input

Stable Audio - Generative AI for music & sound fx

Fast Timing-Conditioned Latent Audio Diffusion.

In 3 lists

An early look our AI Music experiment - YouTube Blog

What's Generative Music? - Generative Music AI - YouTube

Ultimate Vocal Remover

vocal removal using AI

Introducing Voicebox

The first generative AI model for speech to generalize across tasks with state-of-the-art performance

MusicGen

Meta's tool for generating music

facebookresearch/audiocraft

a library for audio processing and generation with deep learning.

In 3 lists

AudioGPT | arxiv

Understanding and Generating Speech, Music, Sound, and Talking Head [code] [demo]

In 2 lists

AudioLDM

Text-to-Audio Generation with Latent Diffusion Models - Speech Research

In 2 lists

lucidrains/musiclm-pytorch

Implementation of MusicLM, Google's new SOTA model for music generation using attention networks, in Pytorch

MusicLM

generating music from text

In 4 listsDetails

Harmonai's Dance Diffusion

Open-Source AI Audio Generation Tool For Music Producers – Weights & Biases

Dance Diffusion

the Hugging Face Space by harmonai

MubertAI/Mubert-Text-to-Music

a simple notebook demonstrating prompt-based music generation via Mubert API

DDSP-VST

Neural Audio Synthesis for All

LOVO AI

AI Voiceover & Text to Speech Platform with human-like voices

In 3 lists

AIVA

The AI composing emotional soundtrack music

In 5 listsDetails

Jukebox

"a neural net that generates music, including rudimentary singing, as raw audio in a variety of genres and artist styles"

Magenta

Music and Art Generation with Machine Intelligence

magenta/magenta

Magenta's official GitHub repository

In 3 lists

AI Image to sound [Melobytes.com]

archinetai/audio-diffusion-pytorch

Audio generation using diffusion models, in PyTorch

In 2 lists

MuseGen

An AI music studio for lyric writing and song generation, built for creators

Text-to-speech (TTS) and avatars

COVAL

architecture of voice AI, from speech recognition to emotional intelligence, and learn how to build, scale, and evaluate them

In 2 lists

Parler-TTS

fully open-source high-quality TTS

p0n1/epub_to_audiobook

EPUB to audiobook converter, optimized for Audiobookshelf

The "Voice Cloning AIs" they never tell you about (and how they work)

Youtube video by @bycloud summarizing the available technologies for voice cloning

Voice-Swap

transform vocals to match the style of a list of singers

Shaunwei/RealChar

AI Character/Companion in Realtime

UneeQ Digital Humans

3D character lib synced

In 2 lists

AI Voice Generator

free online AI-powered text-to-speech generator that creates voice overs with natural, realistic voices

KangweiiLiu/Awesome_Audio-driven_Talking-Face-Generation

A curated list of resources of audio-driven talking face generation

Play.ht

"AI voice generator and realistic text to speech online"

In 3 lists

Murf AI | AI Voice Generator

versatile text to tpeech software

In 2 lists

VALL-E

synthesize high-quality personalized speech with only a 3-second samples

In 2 lists

neonbjb/tortoise-tts

"A multi-voice TTS system trained with an emphasis on quality"

In 5 listsDetails

Studio D-ID

create video with still images synced with text-to-speech tool [#avatar]

Synthesia

AI Video Generation Platform [#avatar]

In 4 listsDetails

Speech Studio - Microsoft Azure

Microsoft's cloud cognitive services

Text-to-speech (TTS) and avatars >Podcast generators

Google NotebookLM

generate podcast episodes based on your uploaded references

In 5 listsDetails

Illuminate

transform your content into engaging AI‑generated audio discussions also by Google

Speech-to-text (STT) and spoken content analysis

Introducing Universal-1

multilingual speech-to-text

ggerganov/whisper.cpp

Port of OpenAI's Whisper model in C/C++. It can be executed locally.

In 6 listsDetails

Good Tape

paid service for transcription

shashikg/WhisperS2T

An Optimized Speech-to-Text Pipeline for the Whisper Model

Vaibhavs10/insanely-fast-whisper

accelerates transcription with the combination of OpenAI's Whisper Large v2, HF Transformers, Optimum, and flash attention

facebookresearch/seamless_communication

Foundational Models for State-of-the-Art Speech and Text Translation

In 2 lists

LeMUR

a single API, enabling developers to reason over their spoken data with a few lines of code

Games

The Generative AI Revolution in Games | Andreessen Horowitz

this article presents a list of use cases of generative AI in games

AI for Game Development

Creating a Farming Game in 5 Days. Part 1

Multimodal

[2406.09403] Visual Sketchpad: Sketching as a Visual Chain of Thought for Multimodal Language Models

[project] [code]

In 2 lists

BradyFU/Awesome-Multimodal-Large-Language-Models

Latest Papers and Datasets on Multimodal Large Language Models, and Their Evaluation.

NExT-Chat: An LMM for Chat, Detection and Segmentation

roboflow/awesome-openai-vision-api-experiments

Examples showing how to use the OpenAI vision API to run inference on images, video files and webcam streams

Multimodal Embedding Space

Microsoft KOSMOS-2

new capabilities of perceiving object descriptions (e.g., bounding boxes) and grounding text to the visual world [HF demo] [arxiv]

Segment Anything | Meta AI

"a new AI model from Meta AI that can "cut out" any object, in any image, with a single click"

In 2 lists

facebookresearch/ImageBind

ImageBind One Embedding Space to Bind Them All

In 2 lists

Datasets

Ego-Exo4D

a foundational dataset by Meta for research on video learning and multimodal perception Dataset Download

Carolina

General Corpus of Contemporary Brazilian Portuguese with provenance and typology information - Corpus Geral do Português Brasileiro Contemporâneo

RedPajama-Data-v2 by Together AI

an open dataset with 30 trillion tokens for training Large Language Models

Have I Been Trained?

tool for searching 5.8 billion images used to train popular AI art models

In 3 lists

laion-aesthetic-6pls

exploring 12 million of the 2.3 billion images used to train Stable Diffusion's image generator

CLIP retrieval for laion5B

CLIP retrieval using Laion5B. "It works by converting the text query to a CLIP embedding , then using that embedding to query a knn index of clip image embedddings".

rom1504/clip-retrieval

Easily compute CLIP embeddings and build a CLIP retrieval system with them

LAION

Large-scale Artificial Intelligence Open Network

gabolsgabs/DALI

a large Dataset of synchronised Audio, LyrIcs and vocal notes

AI and Education

Teaching AI to Teach Us: A New Era of Personalized Education

People and works >Interesting Twitter Accounts

Hassan El Mghari (@nutlope) / X

the creator of roomgpt

People and works >Interesting Instagram Accounts, Posts and Reels

science on Instagram: “Human evolution generated by AI Stable Diffusion”

Deep Music Visualizer

Lucid Sonic Dreams (@lucidsonicdreams)

People and works >Interesting Youtube Channels

Artificial Images

Demos and explanations to make art using machine learning

Glenn Marshall Neural Art

How to Generate Art - Intro to Deep Learning #8

People and works >Interesting GitHub Repositories

dvschultz

Derrick Schultz's GitHub

dvschultz/ml-art-colabs

collection of Google Colab Notebooks for ML Arts

People and works >Artists and Artworks

Ai Generated Music Video - Deltron 3030 - Virus - YouTube

Artificial Realities: Coral / Twitter

artwork by @refikanadol commissioned by World Economic Forum

35 Artists Using AI With Under 1000 Followers That You Need To Follow Today / Twitter

Computer Vision Art Gallery : CVPR 2021

artworks dealing with computer vision technologies

Confluence

a generative art project by Devi Parikh on BrainDrops.

Learning to See – Memo Akten | Mehmet Selim Akten | The Mega Super Awesome Visuals Company

Alien Dreams: An Emerging Art Scene - ML@B Blog

Neural Zoo | Sofia Crespo

KRЯRL DЯAWINGS: Runway ML -- 3rd "Model" (based on long poses)

Frea Buckler ~ Artist

obras usadas para criar essa rede (19) derrick has started yet another project on Twitter: "Just sent @buntworthy a demo StyleGAN model I trained / Twitter

(Non-)Human

Authentic Digital Art - Unknown Departure | SuperRare

A Selection of Machine Learning Art Inspiration

Top 25 AI Artists of 2021 (Photos, Profiles & History of AI Art)- AIArtists.org

AIArtists.org showcases leading artists using Artificial Intelligence, tools to make AI Art, and a timeline of AI Art History.

Helena Sarin – Artist Profile (Photos, Videos, Exhibitions) — AIArtists.org

Images Generated By AI Machines (@images_ai) / Twitter

https://www.instagram.com/refikanadol/

The Steampunk Circus Human Machine Collaboration - Video, Sound and Stories with AI / YouTube

People and works >Galleries

AICAN

Ganvas Studio - Neural Network Paintings

Syn Feather Sweater / STRELITZIA – HATRA E STORE

Bio experiments

fMRI-to-image

tweet by danberridge "The 'presented images' were shown to a group of humans. The 'reconstructed images' were the result of an fMRI output to Stable Diffusion. In other words, Stable Diffusion literally read people's minds."

Jobs in Generative AI

Jobs and talents in AI/ML, Data Science and Big Data | ai-jobs.net

Latest Jobs and News in AI at trending startups and big companies | AIJobster

Jobs from leading AI companies, across all group.

In 2 lists

Improving Google Colab experience

7 ways to load external data into Google Colab | by B. Chen | Towards Data Science

10 tricks for a better Google Colab experience | by Cyprien NIELLY | Towards Data Science

Quickly share ML WebApps from Google Colab using ngrok for Free | by AbdulMajedRaja RS | Towards Data Science

Jupyter Widgets for Interactivity in Google Colab

notebook with examples of using Jupyter Widgets in Colab, allowing interactive inputs

Jupyter Widgets official documentation

Auxiliary tools and concepts

Rosie

AI Phone Answering Service

In 2 lists

MuckBrass

Find & Validate Startup Ideas using AI

ResumeDive

A resume boosting service using AI

In 2 lists

Owlbot

AI Support Agent

fynk

AI powered contract management software

In 3 lists

Taskbase

Virtual assistants packaged with AI powered software.

AI Wedding Toast

Generate a personalized wedding speech with AI

In 2 lists

Interviews Chat

Your Personal Interview Prep & Copilot

In 3 lists

Inline Help

Answer customer questions before they ask

In 2 lists

LinkActions

AI Internal Links Assistant

Marblism

Generate a SaaS boilerplate from a prompt

In 3 lists

SiteSpeakAI

Automate your customer support with AI

In 2 lists

Room Reinvented

Transform your room effortlessly with Room Reinvented! Upload a photo and let AI create over 30 stunning interior styles. Elevate your space today.

In 2 lists

FairyTailAI

Personalized bedtime story generator

In 2 lists

PromptPal

Search for prompts and bots, then use them with your favourite AI. All in one place.

In 3 lists

Never Jobless LinkedIn Message Generator

Maximize Your Interview Chances with AI-Powered LinkedIn Messaging.

In 2 lists

Aispect

New way to experience events.

In 2 lists

SiteGPT

Make AI your expert customer support agent.

In 2 lists

PressPulse AI

Get personalized media coverage leads every morning.

In 2 lists

GPTHelp.ai

ChatGPT for your website / AI customer support chatbot.

In 2 lists

chaiNNer-org/chaiNNer

A node-based image processing and AI upscaling GUI that makes it easy to chain together complex processing tasks

In 2 lists

BIRME

Bulk Image Resizing Made Easy 2.0 (Online & Free)

The Art of PNG Glitch

HashLips/hashlips_art_engine

tool used to create multiple different instances of artworks based on provided layers

Taplio

The all-in-one, AI-powered LinkedIn tool.

In 2 lists

Galichat.com

AI Support Assistant that helps you grow your business.

In 2 lists

Aidbase

AI-Powered Support for your SaaS startup.

In 2 lists

Socialsonic

AI LinkedIn Coach: Personalized content, trends & scheduling.

In 2 lists

Auxiliary tools and concepts >Dimension reduction techniques

Why you should use Topological Data Analysis over t-SNE or UMAP?

YingfanWang/PaCMAP: PaCMAP: Large-scale Dimension Reduction Technique Preserving Both Global and Local Structure

UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction

Visualizing Data using t-SNE

In 2 lists

Roadmaps, Tracks, Rails

(1166) A Hackers' Guide to Language Models - YouTube

Introduction to Generative AI

series of Medium articles by Youssef Hosni

Prompt Engineering Roadmap - roadmap.sh

Step by step guide to learning Prompt Engineering.

In 2 lists

Prompt Engineering Guide | Learn Prompting: Your Guide to Communicating with AI

Short Courses | Learn Generative AI from DeepLearning.AI

See category
94

Table of Contents

hesreallyhim/awesome-claude-code

A hand-picked collection of the finest of resources for the most awesome of agents, Claude Code, the undisputed champion of coding companions, from the unstoppable team…

Fresh★ 55k202 entriesPushed today
94

Awesome Agent Skills

VoltAgent/awesome-agent-skills

A curated collection of 1000+ agent skills from official dev teams and the community, compatible with Claude Code, Codex, Gemini CLI, Cursor, and more.

Fresh★ 35k839 entriesPushed today
93

Awesome Machine Learning

josephmisiti/awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

Fresh★ 74k1188 entriesPushed 7 days ago
92

Awesome Production Machine Learning

EthicalML/awesome-production-machine-learning

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

Fresh★ 21k519 entriesPushed 3 days ago
92

AWESOME DATA SCIENCE

academic/awesome-datascience

:memo: An awesome Data Science repository to learn and apply for real world problems.

Fresh★ 30k881 entriesPushed today
91

Static Analysis

analysis-tools-dev/static-analysis

⚙️ A curated list of static analysis (SAST) tools and linters for all programming languages, config files, build tools, and more. The focus is on tools which improve…

Fresh★ 15k528 entriesPushed 8 days ago