Awesome Generative AI
A curated list of Generative AI tools, works, models, and references
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
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
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
[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
Early days of AI - by Elad Gil
thoughts about AI as "an entirely new era and discontinuity from the past"
[2309.07930] Generative AI
discusses a model-, system-, and application-level view on generative AI.
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
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
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.
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"
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
Ethics, Philosophical questions and Discussions about Generative AI
It’s time to retire the term “user”
the proliferation of AI means we need a new word
Tracking AI
Monitoring Bias in Artificial Intelligence Chatbots
[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"
AI Art and its Impact on Artists
paper published in the Proceedings of the 2023 AAAI/ACM Conference on AI, Ethics, and Society
The AIKEA Effect
by Artur Piszek
Embracing change and resetting expectations | Microsoft Unlocked
text by Terence Tao
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
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
Deep Else
A Critical Framework for AI Art
Can Computers Create Art? by Aaron Hertzmann
2018's essay published on the Arts Journal
Critical Views about Generative AI
[2406.17864] AI Risk Categorization Decoded (AIR 2024)
From Government Regulations to Corporate Policies
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"
[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"
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
AIAAIC - AIAAIC Repository
"The independent, open, public interest resource detailing incidents and controversies driven by and relating to artificial intelligence, algorithms, and automation"
"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
Stable Diffusion Frivolous · Because lawsuits based on ignorance deserve a response.
a community response for the "Stable Diffusion litigation"
Generative AI Tools Directories
AI Presentation Makers
In-depth reviews of dozens of AI presentation makers
ToolList.ai
AI Tools Aggregator
Toolify
AI Tools Directory & AI Tools List
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"
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
There's An AI For That
AI database
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
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
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
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
List of Generative AI Learning resources from AWS and Google
list organized as a LinkedIn post by Ankit Agarwal
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.
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"
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."
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
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
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
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
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!
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
LangMagic
Learn languages from native content.
Persuva
Persuva is the AI-driven platform to create persuasive, high-converting ad copy at scale.
Dittto.ai
Fix your hero copy with an AI trained on top SaaS websites.
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.
TrollyAI
Create professional SEO articles, 2x faster
WebscrapeAI
Scrape any website without code using AI
Architecture Helper
Analyze any building architecture, and generate your own custom styles, in seconds.
AI-Flow
Connect multiple AI models easily
Code to Flow
Visualize, Analyze, and Understand Your Code flow. Turn Code into Interactive Flowcharts with AI. Simplify Complex Logic Instantly.
Recast Studio
AI-powered podcast marketing assistant.
Clipwing
A tool for cutting long videos into dozens of short clips.
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
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
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
Ostagram.ru
image style transfer plataform
cleanup.pictures
remove objects, people, text and defects from any picture for free
remove.bg
remove background from images
Quick, Draw!
can a neural network learn to recognize doodling? A game to help NL by adding users drawing
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.
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.
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.
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."
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"
v0 by Vercel
assistant to build NextJS frontend
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.
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.
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"
Cody
AI coding assistant
Kombai
generate UI code per component from Figma
geekan/MetaGPT
the multi-agent framework that, give one line requirement, return PRD, design, tasks, repo
ZZZ Code AI
AI-powered free website to get any programming question answered or code generated.
Rapidpages
create React & Tailwind landing pages using AI
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
e2b-dev/e2b
"Open-source platform for building AI-powered virtual software developers"
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
pgosar/ChatGDB
"Harness the power of ChatGPT inside the GDB debugger"
openai/openai-cookbook
Examples and guides for using the OpenAI API
Co-Developer GPT engine
local r/w file access and execute actions from an OpenAI GPT
Everything to Markdown to LLMs
bytedance/Dolphin
The official repo for “Dolphin: Document Image Parsing via Heterogeneous Anchor Prompting”, ACL, 2025.
NuExtract 2.0 by NuMind
"Outclassing Frontier LLMs in Information Extraction"
unclecode/crawl4ai: 🚀🤖 Crawl4AI
Open-source LLM Friendly Web Crawler & Scraper
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
microsoft/markitdown
Python tool for converting files and office documents to Markdown.
docling-project/docling
get your documents ready for gen AI
Firecrawl
Turn websites into LLM-ready data
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
uithub
convert GitHub repositories into Markdown by placing the URL in the search bar
Small Language Models
mbzuai-oryx/MobiLlama
Small Language Model tailored for edge devices
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
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.
mendableai/firecrawl
Turn entire websites into LLM-ready markdown or structured data. Scrape, crawl and extract with a single API.
QuivrHQ/MegaParse
File Parser optimised for LLM Ingestion with no loss. Parse PDFs, Docx, PPTx in a format that is ideal for LLMs.
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
microsoft/LMOps
General technology for enabling AI capabilities w/ LLMs and MLLMs
F*** You, Show Me The Prompt
quickly understand inscrutable LLM frameworks by intercepting API calls
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.
Langfuse
Open source LLM engineering platform: Observability, metrics, evals, prompt management, playground, datasets. Integrates with LlamaIndex, Langchain, OpenAI SDK, LiteLLM, and more. #opensource
naklecha/llama3-from-scratch
llama3 implementation one matrix multiplication at a time
stanfordnlp/dspy
DSPy: The framework for programming — not prompting — foundation models
Groq
service focused on fast inference speed, providing API access to Llama 2 70B-4K and Mixtral 8x7B-32K
Floom
AI gateway and marketplace for developers, enables streamlined integration of AI features into products
rasbt/LLMs-from-scratch
Implementing a ChatGPT-like LLM from scratch, step by step
GoogleCloudPlatform/generative-ai
Sample code and notebooks for Generative AI on Google Cloud
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
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
cpacker/MemGPT
teaching LLMs memory management for unbounded context [demo page] [arxiv]
[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
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)
microsoft/semantic-kernel
integrate cutting-edge LLM technology quickly and easily into your apps
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"
togethercomputer/OpenChatKit
provides an open-source base to create both specialized and general purpose chatbots for various applications
Paper Digest - ChatGPT
Recent Papers on ChatGPT
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
microsoft/LoRA
Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"s
kyrolabs/awesome-langchain
😎 Awesome list of tools and project with the awesome LangChain framework
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]
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
More than you've asked for: A Comprehensive Analysis of Novel Prompt Injection Threats to Application-Integrated Large…
paper on LLM Security
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"
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)
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…
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)
SolidUI
AI-generated visualization prototyping and editing platform, support 2D, 3D models, combined with LLM(Large Language Model) for quick editing.
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.
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.
abhiz123/todoist-mcp-server
MCP server for Todoist integration enabling natural language task management with Claude
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.
punkpeye/awesome-mcp-servers
A collection of MCP servers.
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
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
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
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
[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"
the Book
collection of prompts and hints of prompt engineering
dair-ai/Prompt-Engineering-Guide
Guide and resources for prompt engineering
zou-group/textgrad
Automatic "Differentiation" via Text, using large language models to backpropagate textual gradients.
vaibkumr/prompt-optimizer
Minimize LLM token complexity to save API costs and model computations.
PromptPerfect
"Optimize Your Prompts to Perfection"
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.
ChatGPT for designers
ChatGPT Cheat Sheet V2 to craft better prompts
timqian/openprompt.co
Create. Use. Share. ChatGPT prompts
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
brexhq/prompt-engineering
"Tips and tricks for working with Large Language Models like OpenAI's GPT-4"
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)
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"
Stable Diffusion Prompt Book — Stability.Ai
prompt book for Stable Diffusion v2.0 and v2.1 released by Stability.AI
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
PromptHero
Search the best prompts for Stable Diffusion, DALL-E and Midjourney
promptoMANIA
AI art community with prompt generator
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.
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
DALL·Ery GALL·Ery Resources
DALL·E 2 and AI art prompt resources & tools to inspire beautiful images
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
Large Language Models (LLMs) >Mamba
[2312.00752] Mamba: Linear-Time Sequence Modeling with Selective State Spaces
alternative to Transformer architecture.
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
GPT4All
A free-to-use, locally running, privacy-aware chatbot. No GPU or internet is required.
ggerganov/llama.cpp
Port of Facebook's LLaMA model in C/C++
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)
bRAGAI/bRAG-langchain
Everything you need to know to build your own RAG application
ragapp/ragapp
an alternative to use Agentic RAG in enterprises
LlamaParse
GenAI-native document parsing platform by LlamaIndex
weaviate/Verba
Retrieval Augmented Generation (RAG) chatbot powered by Weaviate
imartinez/privateGPT
"Interact with your documents using the power of GPT, 100% privately, no data leaks"
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
Retrieval Augmented Generation | Pinecone
Best end-to-end RAG education.
dssjon/biblos: biblos.app
example of RAG architecture using semantic search and summarization for retrieving Bible passages
Large Language Models (LLMs) >Embeddings and Semantic Search
neuml/txtai
semantic search and workflows powered by language models
facebookresearch/faiss
A library for efficient similarity search and clustering of dense vectors
Optimize Your Chatbot’s Conversational Intelligence Using GPT-3 | by Amogh Agastya | Better Programming
tutorial presenting semantic search concepts
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
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
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
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.
Hexabot
Open-Source AI Chatbot / Agent builder with support for LLMs as well as social media channels integration.
TailorTask
Automate any boring task, without code and without having to learn a new tool
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.
Practices for Governing Agentic AI Systems
paper by OpenAI that offers a set of practices for keeping agents’ operations safe and accountable.
[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)"
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"
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]
OpenBMB/ChatDev
create customized software using natural language idea (through llm-powered multi-agent collaboration)
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.
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]
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
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
e2b-dev/e2b
"Open-source platform for building AI-powered virtual software developers"
101dotxyz/GPTeam
"GPTeam uses GPT-4 to create multiple agents who collaborate to achieve predefined goals"
Fine-Tuner.ai
no code approach to build AI agents
yoheinakajima/babyagi
an AI-powered task management system that uses OpenAI and Pinecone APIs to create, prioritize, and execute tasks
Torantulino/Auto-GPT
"an experimental open-source attempt to make GPT-4 fully autonomous"
Generative Agents: Interactive Simulacra of Human Behavior
a paper that presents computational software agents that simulate believable human behavior
microsoft/JARVIS
JARVIS, a system to connect LLMs with ML community
HuggingGPT
Solving AI Tasks with ChatGPT and its Friends in HuggingFace
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
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.
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.
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.
confident-ai/deepeval
The LLM Evaluation Framework
LiveBench
A Challenging, Contamination-Free LLM Benchmark
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.
Prometheus-2 Cookbook - LlamaIndex
"An Open Source Language Model Specialized in Evaluating Other Language Models."
LLM Evaluation
research on evaluation of LLMs conducted by Microsoft Research and other collaborated institutes. (Updated at: 2023/10)
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".
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.
[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.
vectara/hallucination-leaderboard
"leaderboard Comparing LLM Performance at Producing Hallucinations when Summarizing Short Documents"
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
openai/evals
Evals is a framework for evaluating LLMs and LLM systems, and an open-source registry of benchmarks.
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.
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.
Large Language Models (LLMs) >LLMOps
Large Language Models (LLMs) >AI Engineering
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.
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
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
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.
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".
More than you've asked for: A Comprehensive Analysis of Novel Prompt Injection Threats to Application-Integrated Large…
paper on LLM Security
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.
Adversarial Prompting
a list of adversarial prompts attacks by Prompt Engineering Guide
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
Embedchain
Framework to create ChatGPT like bots over your dataset
FlowiseAI
"Open source UI visual tool to build your customized LLM flow using LangchainJS, written in Node Typescript/Javascript"
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
Large Language Models (LLMs) >Text-related Generative Tools
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.
Jack AI
AI Marketing Copywriter tool
aiPDF
The most advanced AI document assistant
AICamp
ChatGPT for Teams
Yomu
AI writing assistant for students and academics
Google Sheets Formula Generator
Forget about frustrating formulas in Google Sheets.
Elephas
Personal AI writing assistant for the Mac.
Lemmy
Autonomous AI Assistant for Work.
Fable Fiesta
Creative AI writing assistant
Plus AI for Google Slides
Create AI-powered presentations in Google Slides
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
Character.AI
platform for creating and talking to advanced AI Characters
SlidesAI
"create presentation slides with AI in minutes"
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
DeepStory
A tale of co-creation between man & machine
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
Charisma
Charisma is a platform for creating interactive stories with believable virtual characters
Taskade
Taskade is an AI outliner and mind map generator for teams with built-in AI chat
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
TextCraft
Add-in for Microsoft Word that seamlessly integrates essential AI tools, including text generation, proofreading, and more, directly into the user interface.
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.
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
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
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.
AI Research Tools | x post
Some AI tools that can be used for research/teaching
Sourcely
Academic Citation Finding Tool with AI
GummySearch
AI-based customer research via Reddit. Discover problems to solve, sentiment on current solutions, and people who want to buy your product.
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"
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
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"
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"
Image Synthesis
TokenVerse
Versatile Multi-concept Personalization in Token Modulation Space
ToTheBeginning/PuLID: Official code for PuLID: Pure and Lightning ID Customization via Contrastive Alignment
Pure and Lightning ID Customization via Contrastive Alignment.
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.
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
deep-floyd/IF
open-source text-to-image model with a high degree of photorealism and language understanding by Stability.AI
Word-As-Image for Semantic Typography
semantically transforming fonts into illustrations
Scribble Diffusion
turn your sketch into a refined image using AI
openai/point-e
OpenAI's point cloud diffusion for 3D model synthesis
[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
pixray/pixray
Pixray is an image generation system
pixray/pixray_notebooks
pixray demo notebooks
sberbank-ai/ru-dalle
Generate images from texts. In Russian.
Pyttipanna
visual interface for Pytti by @_staus. Pytti is created by @sportsracer48
Make-A-Scene
Meta's creative control for AI image generation
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
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.
mikaelalafriz/lucid-sonic-dreams
syncs GAN-generated visuals to music
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
CoG 21
Adversarial Reinforcement Learning for Procedural Content Generation
GitHub Repositories of Hugging Face
The AI community building the future.
Image Synthesis >Inbox: Stable Diffusion
Stable Diffusion Models
list of custom Stable Diffusion models
Stable Diffusion KLMC2 Animation.ipynb forked
fork by @DigThatData
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
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
ashawkey/stable-dreamfusion
A pytorch implementation of text-to-3D dreamfusion, powered by stable diffusion.
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
Astria
tailor-made AI image generation
drawanyone
generate drawings based on five input images
DiffusionBee
stable diffusion GUI App
getimg.ai
Generate photo-realistic images from text using Stable Diffusion
PhotoAIStudio
a AI-powered photoshot platform with multiple styles
Baseten
Stable Diffusion Demo
DreamStudio
Frontend for Stable Diffusion API by Stability.ai
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.
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
GitHub - sd-webui/stable-diffusion-webui
Stable Diffusion web UI
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
Stable Diffusion Akashic Records | Maks-s/sd-akashic
A compendium of information regarding Stable Diffusion (SD)
Voldy Guide
detailed beginners guide for Stable Diffusion
Image Synthesis >Hypertechniques
Prompt+
extended textual conditioning in text-to-image generation [unofficial repo] [arxiv] [page]
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!
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
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.
Image Synthesis >Creative Uses of Generative AI Image Synthesis Tools
"Shattered" by Ronny Khalil | Twitter
using warp fusion to generate a shattered glass effect
Animation with Dall-e + AE | Reddit
Patent drawing of an electronic device that ...
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.
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
Gigapixel AI
paid AI image upscaler delivering enhanced detail and 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
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"
Video and Animation
FramePack
next-frame prediction neural network structure that generates videos progressively
Keyla.AI
Create video ads in minutes
Melies
All-in-one AI filmmaking software
Infinity AI
a video foundation model that allows you to craft characters and animate them
Sora
OpenAI's text-to-video model [technical report]
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
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]
Twelve Labs
multimodal, contextual understanding for video search
Align your Latents
high-resolution video synthesis with latent diffusion models [arxiv]
Gen-2 by Runway
"a multi-modal AI system that can generate novel videos with text, images, or video clips" [arxiv]
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
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
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"
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.
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.
AudioGPT | arxiv
Understanding and Generating Speech, Music, Sound, and Talking Head [code] [demo]
AudioLDM
Text-to-Audio Generation with Latent Diffusion Models - Speech Research
lucidrains/musiclm-pytorch
Implementation of MusicLM, Google's new SOTA model for music generation using attention networks, in Pytorch
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
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
archinetai/audio-diffusion-pytorch
Audio generation using diffusion models, in PyTorch
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
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
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"
Murf AI | AI Voice Generator
versatile text to tpeech software
VALL-E
synthesize high-quality personalized speech with only a 3-second samples
neonbjb/tortoise-tts
"A multi-voice TTS system trained with an emphasis on quality"
Studio D-ID
create video with still images synced with text-to-speech tool [#avatar]
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
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.
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
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]
BradyFU/Awesome-Multimodal-Large-Language-Models
Latest Papers and Datasets on Multimodal Large Language Models, and Their Evaluation.
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"
facebookresearch/ImageBind
ImageBind One Embedding Space to Bind Them All
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
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
People and works >Interesting Twitter Accounts
Hassan El Mghari (@nutlope) / X
the creator of roomgpt
People and works >Interesting Instagram Accounts, Posts and Reels
People and works >Interesting Youtube Channels
Artificial Images
Demos and explanations to make art using machine learning
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
Artificial Realities: Coral / Twitter
artwork by @refikanadol commissioned by World Economic Forum
Computer Vision Art Gallery : CVPR 2021
artworks dealing with computer vision technologies
Confluence
a generative art project by Devi Parikh on BrainDrops.
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
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.
People and works >Galleries
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
Latest Jobs and News in AI at trending startups and big companies | AIJobster
Jobs from leading AI companies, across all group.
Improving Google Colab experience
Jupyter Widgets for Interactivity in Google Colab
notebook with examples of using Jupyter Widgets in Colab, allowing interactive inputs
Auxiliary tools and concepts
Rosie
AI Phone Answering Service
MuckBrass
Find & Validate Startup Ideas using AI
ResumeDive
A resume boosting service using AI
Owlbot
AI Support Agent
fynk
AI powered contract management software
Taskbase
Virtual assistants packaged with AI powered software.
AI Wedding Toast
Generate a personalized wedding speech with AI
Interviews Chat
Your Personal Interview Prep & Copilot
Inline Help
Answer customer questions before they ask
LinkActions
AI Internal Links Assistant
Marblism
Generate a SaaS boilerplate from a prompt
SiteSpeakAI
Automate your customer support with AI
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.
FairyTailAI
Personalized bedtime story generator
PromptPal
Search for prompts and bots, then use them with your favourite AI. All in one place.
Never Jobless LinkedIn Message Generator
Maximize Your Interview Chances with AI-Powered LinkedIn Messaging.
Aispect
New way to experience events.
SiteGPT
Make AI your expert customer support agent.
PressPulse AI
Get personalized media coverage leads every morning.
GPTHelp.ai
ChatGPT for your website / AI customer support chatbot.
chaiNNer-org/chaiNNer
A node-based image processing and AI upscaling GUI that makes it easy to chain together complex processing tasks
BIRME
Bulk Image Resizing Made Easy 2.0 (Online & Free)
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.
Galichat.com
AI Support Assistant that helps you grow your business.
Aidbase
AI-Powered Support for your SaaS startup.
Socialsonic
AI LinkedIn Coach: Personalized content, trends & scheduling.
Auxiliary tools and concepts >Dimension reduction techniques
Roadmaps, Tracks, Rails
Introduction to Generative AI
series of Medium articles by Youssef Hosni
Prompt Engineering Roadmap - roadmap.sh
Step by step guide to learning Prompt Engineering.
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