awesome-generative-ai
A curated list of Generative AI tools, works, models, and references
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Generative AI reference
A curated collection of resources for Generative AI development
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1,069 links in 59 sections, with live GitHub stats.activeno commit in 2y
Generative AI Area / 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
- FirstMark | 2024 MAD (ML/AI/Data) Landscape
[🔥🔥🔥] : Full Steam Ahead The 2024 MAD (Machine Learning, AI & Data) Landscape
- Generative AI in a nutshell
[🔥🔥🔥] : a map with the most common Generative AI' concepts by Henrik Kniberg
- 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
- [2310.07127] An HCI-Centric Survey and Taxonomy of Human-Generative-AI Interactions
[🔥🔥🔥] : "a survey of 154 papers, providing a novel taxonomy and analysis of Human-GenAI Interactions from both human and Gen-AI perspectives"
- Generative AI exists because of the transformer
[🔥] : a visual story by Financial Times
- 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 Next Token of Progress: 4 Unlocks on the Generative AI Horizon | Andreessen Horowitz
: critical innovations on the horizon: steering, memory, ability to use tools, and multimodality
- 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
- Toward General Design Principles for Generative AI Applications
[🔥🔥] : this paper presents a set of seven principles for the design of generative AI applications
- The landscape of generative AI landscape reports | by Ramsri Goutham | Jan, 2023 | Medium
[🔥] : a meta report on the reports published by 9 venture capital firms
- 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 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"
- Base11 Research - generative-ai
[🔥] : report about Generative AI produced by the investment firm Base10
- AI exploded on the scene at the end of 2022 / Twitter
: categories for analyzing tools of Generative AI
- AI Timeline
[🔥🔥🔥] : A history of text-to-image ML models by Fabian Mosele
- AI-Generated Art
: From Text to Images & Beyond Examples
Generative AI Area / 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
- The Age of AI has begun
: notes by Bill Gates
- 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
- (1232) The End of Art: An Argument Against Image AIs - YouTube
[🔥🔥🔥] : video essay by Steven Zapata
- The End of Art: An Argument Against Image AIs (Public) - Google Docs
[🔥🔥🔥] : transcript of the video essay by Steven Zapata
- Generative AI: A Creative New World | Sequoia Capital US/Europe
[🔥🔥🔥] : report by Sequoia Capital about the possible applications of Generative AI
- Deep Else
: A Critical Framework for AI Art
- Can Computers Create Art? by Aaron Hertzmann
: 2018's essay published on the Arts Journal
Generative AI Area / 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 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 Area / 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 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
- Altern
The place to discover new AI tools and products
- 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
Generative AI Area / Courses and Educational Materials
- 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
- Generative AI for Beginners
[🔥🔥] : introductory 12 lesson course by Microsoft
- 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."
- ChatGPT Prompt Engineering for Developers - DeepLearning.AI
[🔥🔥🔥] : short course taught by Isa Fulford (OpenAI) and Andrew Ng (DeepLearning.AI) that provide best practices for prompt engineering
- DAIR.AI
[🔥🔥🔥] : Democratizing Artificial Intelligence Research, Education, and Technologies
- 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"
johnowhitaker/tglcourse
[🔥] : The Generative Landscape - a course on generative modelling (currently unfinished)
- Words are Images | BustBright - Machine Learning Art
: 7-week Online class starting October 24th, 2022 by
- Grokking Stable Diffusion.ipynb - Colaboratory - Part 1
: notebook by exploring Stable Diffusion details
- Grokking Stable Diffusion: Textual Inversion.ipynb - Colaboratory - Part 2
: sequel to Grokking Stable Diffusion by 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
Generative AI Area / Human-AI Interaction
- [2310.07127] An HCI-Centric Survey and Taxonomy of Human-Generative-AI Interactions
[🔥🔥🔥] : "a survey of 154 papers, providing a novel taxonomy and analysis of Human-GenAI Interactions from both human and Gen-AI perspectives"
- Guidelines for Human-AI Interaction - Microsoft Research
: a set of "18 generally applicable design guidelines for human-AI" interaction
Generative AI Area / 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
- 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!
Generative AI Area / 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
- Nekton.ai
: automate your workflows with AI
- 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
Small Language Models
mbzuai-oryx/MobiLlama
: Small Language Model tailored for edge devices
Large Language Models (LLMs)
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 & Scrapper
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
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
- LLMLingua
[🔥🔥🔥] : Designing a Language for LLMs via
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
- [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
- Patterns for Building LLM-based Systems & Products
[🔥🔥🔥] : "practical patterns for integrating large language models (LLMs) into systems & products" by Eugene Yan
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
- Emerging Architectures for LLM Applications | Andreessen Horowitz
[🔥🔥🔥] : "a reference architecture for the emerging LLM app stack"
- 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
- The Hugging Face Open LLM Leaderboard
[🔥🔥🔥] : "the 🤗 Open LLM Leaderboard aims to track, rank and evaluate LLMs and chatbots as they are released"
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 | arxiv
: "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"
Mooler0410/LLMsPracticalGuide
[🔥🔥🔥] : list of practical guide resources of LLMs based on the paper
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" [ ]
oobabooga/text-generation-webui
[🔥🔥🔥] : a gradio web UI for running Large Language Models like GPT-J 6B, OPT, GALACTICA, LLaMA, and Pygmalion
- 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
- 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)
- 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) / 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
stanfordnlp/dspy
[🔥🔥🔥] : DSPy: The framework for programming — not prompting — foundation models
Large Language Models (LLMs) / Prompt Engineering
- Narrow AI
: Automated Prompt Engineering and Optimization Platform
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"
- Learn Prompting
[🔥🔥🔥] : series of lessons of prompt engineering
- Prompt Engineering | Lil'Log
[🔥🔥🔥] : prompt engineering learning notes by Lilian Weng
- ChatGPT Prompt Engineering for Developers - DeepLearning.AI
[🔥🔥🔥] : short course taught by Isa Fulford (OpenAI) and Andrew Ng (DeepLearning.AI) that provide best practices for prompt engineering
- Prompt Engineering Guide
[🔥🔥🔥] : a project by DAIR.AI that intends to educate researchers and practitioners about 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
stanfordnlp/dspy
[🔥🔥🔥] : DSPy: The framework for programming — not prompting — foundation models
vaibkumr/prompt-optimizer
: Minimize LLM token complexity to save API costs and model computations
- PromptPerfect
: "Optimize Your Prompts to Perfection"
- LLMLingua
[🔥🔥🔥] : Designing a Language for LLMs via
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 ( )
- 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
- Prompt book for data lovers II - Google Slides
[🔥🔥🔥] : An open source exploration on text-to-image and data visualization
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
- 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
- Lexica
: search over 10M+ Stable Diffusion images and prompts
- 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
- Ollama
[🔥🔥] : run Llama 2, Code Llama, and other models locally
- GPT4All
: A free-to-use, locally running, privacy-aware chatbot. No GPU or internet is required
- LM Studio
: Discover, download, and run local LLMs
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
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
whitead/paper-qa
[🔥] : "LLM Chain for answering questions from documents with citations",
- 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
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
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
- 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 [ ]
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
- 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
- LLM Powered Autonomous Agents | Lil'Log
[🔥🔥🔥] : the LLM agents learning notes by Lilian Weng
Vercel for AI agents
: "help developers to build, deploy, and monitor AI agents, focusing on specialized AI agents that build software for you - your personal 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
- Transformers Agent
[🔥🔥] : provides a natural language API on top of Hugging Face's transformers library
- AgentGPT
: "assemble, configure, and deploy autonomous AI Agents in your browser"
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
joonspk-research/generative_agents
: implementation of the paper Generative Agents: Interactive Simulacra of Human Behavior
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
OpenBMB/ChatDev
: create customized software using natural language idea (through llm-powered multi-agent collaboration)
- BrainSoup
: multi-agent & multi-LLM client with RAG, multi-modality, automation, code interpreter, and sandboxed file system
Large Language Models (LLMs) / LLM Evaluation
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)
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
- [2311.05020] 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"
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 generative summarization)
- 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
- 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
- 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
- Scalable Extraction of Training Data from (Production) Language Models
: extracting training data from ChatGPT
- The Emerging Attacks on Large Language Models (LLMs)
: "key attack vectors that threat actors can exploit to compromise or manipulate LLMs"
- 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
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 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
- 104 Growth Hacking Swipe (ChatGPT)
[🔥] : set of ChatGPT prompts for design, products and marketing
- acheong08's list / Awesome ChatGPT
: list of wrappers for accessing ChatGPT in platform such as Discord, Telegram, and languages such as Python, JS
- Awesome ChatGPT Prompts
[🔥🔥🔥] : repo that includes curated ChatGPT prompts to obtain better results from ChatGPT
- ("Publicly announced ChatGPT variants and competitors: a thread" / Twitter
: a Twitter thread by 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
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
- Elicit
: automate research workflow for literature review
- 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"
MemFree
Open Source Hybrid AI Search Engine, Instantly Get Accurate Answers from the Internet, Bookmarks, Notes, and Docs. Support One-Click Deployment
Image / Image Synthesis
- 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
- Ai generative art tools
[🔥🔥🔥] : a massive list of shared Google Colab notebooks and tools organized by
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 . Pytti is created by
- Imagen
: Google's Text-to-Image Diffusion Models
- 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 , using the volume of audio tracks
- S2ML Image Generator
[🔥] : evolution of the first VQGAN+CLIP Google Colab notebook by Katherine Crownson maintained by Justin Bennington
- Looking Glass 1.1 (ru-DALLE)
[🔥] : Making ruDALL-E fine tuning quick and painless. Copyright (C) 2021 Bearsharktopus Studios
yuval-alaluf/hyperstyle
[🔥] : Official Implementation for "HyperStyle: StyleGAN Inversion with HyperNetworks for Real Image Editing"
Vadim Epstein’s Aphantasia library
[🔥] : CLIP + FFT/DWT/RGB = text to image/video
mikaelalafriz/lucid-sonic-dreams
: syncs GAN-generated visuals to music
- crowsonkb (Katherine Crowson)
: who wrote
- DALL·E
: Creating Images from Text
- DALL-E mini
: DALL·E mini is an AI model that generates images from any prompt you give!
- CoG 21
: Adversarial Reinforcement Learning for Procedural Content Generation
Image / Image Synthesis / Inbox: Stable Diffusion
- Stable Diffusion Models
: list of custom Stable Diffusion models
- Stable Diffusion KLMC2 Animation.ipynb
: notebook by 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
- SD GUIDE FOR ARTISTS AND NON-ARTISTS - Google Docs
[🔥🔥🔥] : a Google Docs with in-depth tips, tricks, tutorials and more related to Stable Diffusion
- prompthero/midjourney-v4-diffusion · Hugging Face
: Stable Diffusion fine tuned on Midjourney v4 images, by
- CHARL-E
: Run Stable Diffusion on your M1 Mac
- The Illustrated Stable Diffusion
: explained by Jay Alammar (Visualizing machine learning one concept at a time)
- 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
JoePenna/Dreambooth-Stable-Diffusion
[🔥🔥🔥] : Implementation of Dreambooth ( ) with Stable Diffusion (tweaks focused on training faces)
- DreamBooth
[🔥🔥🔥] : fine tuning text-to-image diffusion models for subject-driven generation
examples/stable-diffusion-finetuning at main · LambdaLabsML/examples
: Fine Tuning Stable Diffusion
lkwq007/stablediffusion-infinity
: Outpainting with Stable Diffusion on an infinite canvas
- ML News Stable Diffusion Takes Over! (Open Source AI Art) by Yannic Kilcher - YouTube
[🔥🔥🔥] : video with examples, updates, and discussion about the impact of Stable Diffusion
- 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
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
- 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 / Image Synthesis / Hypertechniques
- Prompt+
: extended textual conditioning in text-to-image generation
- Scribble Diffusion
: turn your sketch into a refined image using AI (based on ControlNet)
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
- Parseq
[🔥🔥🔥] : parameter sequencer for Stable Diffusion
deforum-art/sd-webui-deforum
: Deforum extension for AUTOMATIC1111's Stable Diffusion webui
- Deforum Stable Diffusion
: generating videos from scripted prompts
Image / Image Synthesis / Creative Uses of Generative AI Image Synthesis Tools
- "Shattered" by Ronny Khalil | Twitter
: using warp fusion to generate a shattered glass effect
- @remi_molettee
[Fused video by ]( )
- 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 / 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
- Topaz Labs: AI Image Quality Software
: "professional grade workflow, with many features" (this is an affiliate link by nejcsusec.beehiiv.com)
- 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 / 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 / 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
- 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
- SDV (Stable Diffusion Image To Video)
: generates 3 seconds of video in about 30 seconds using an A100 GPU on Colab+
- Emu Video | Meta
[ ]( ): state-of-the-art text-to-video generation
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
: Twitter thread with examples of Generative AI tools for video
- Stable Animation SDK
: a text-to-animation tool for developers by Stability AI
- Twelve Labs
: multimodal, contextual understanding for video search
- Align your Latents
: high-resolution video synthesis with latent diffusion models
- Gen-2 by Runway
: "a multi-modal AI system that can generate novel videos with text, images, or video clips"
- CiaraRowles/TemporalNet · Hugging Face
: a ControlNet model designed to enhance the temporal consistency of generated outputs
- Video-P2P UI - a Hugging Face Space by video-p2p-library
: video editing with cross-attention control
- Text2Video-Zero - a Hugging Face Space by PAIR
: zero-shot text-to-video synthesis diffusion framework
- ModelScope - a Hugging Face Space by damo-vilab
: text-to-video synthesis
- neural frames
: tools for animation creation inspired on deforum
dmarx/video-killed-the-radio-star
[🔥] : Notebook and tools for end-to-end automation of music video production with generative AI
- Phenaki – Google Research
[🔥🔥🔥] : realistic video generation from open-domain textual descriptions
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
- 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
- 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
archinetai/audio-ai-timeline
[🔥🔥🔥] : A timeline of the latest AI models for audio generation, starting in 2023
- MusicLM
: generating music from text
- 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
- AIVA
: The AI composing emotional soundtrack music
- 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
Speech / Text-to-speech (TTS) and avatars
- 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
- Eleven Labs Beta
[🔥] : a TTS service that adds emotion to the generated voice
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]
- Synthesia
: AI Video Generation Platform [#avatar]
- Speech Studio - Microsoft Azure
: Microsoft's cloud cognitive services
Speech / 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 / 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
Code and Programming
- Lovable
: "Idea to app in seconds. Lovable is your superhuman full stack engineer."
- v0 by Vercel
: assistant to build NextJS frontend
- Cursor
: The AI Code Editor
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
Dedicated File for Inbox for GenAI + Dev
: a list for further analysis and organization of GenAI + dev references
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
- 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
Multimodal
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 / Multimodal Embedding Space
- Microsoft KOSMOS-2
: new capabilities of perceiving object descriptions (e.g., bounding boxes) and grounding text to the visual world
- 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
- 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
Misc / AI and Education
Misc / People and works / Interesting Twitter Accounts
- Hassan El Mghari (@nutlope) / X
: the creator of
Misc / People and works / Interesting Instagram Accounts, Posts and Reels
Misc / People and works / Interesting Youtube Channels
- Artificial Images
: Demos and explanations to make art using machine learning
Misc / People and works / Interesting GitHub Repositories
- dvschultz
: Derrick Schultz's GitHub
dvschultz/ml-art-colabs
: collection of Google Colab Notebooks for ML Arts
Structured State Space for Sequence Modeling (S4)
[🔥] : Stole generation from the gods
Misc / People and works / Artists and Artworks
- Artificial Realities: Coral / Twitter
: artwork by commissioned by World Economic Forum
- Creep - YouTube
[🔥] by : how did they translated the images using VQGAN+CLIP? How did they seamlessly wander on the latent space?
- 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
- 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
Misc / People and works / Galleries
Misc / Related Awesome Lists
mahseema/awesome-ai-tools
: A curated list of Artificial Intelligence Top Tools
Hannibal046/Awesome-LLM: Awesome-LLM
: a curated list of Large Language Model
AlexChalakov/awesome-generative-ai-companies
: a curated list of Gеnerative AI companies, sorted by focus area and total fundraised amount
kyrolabs/awesome-langchain
: 😎 Awesome list of tools and project with the awesome LangChain framework
KangweiiLiu/Awesome_Audio-driven_Talking-Face-Generation
: A curated list of resources of audio-driven talking face generation
amrzv/awesome-colab-notebooks
[🔥] : Collection of google colaboratory notebooks for fast and easy experiments
steven2358/awesome-generative-ai
[🔥🔥🔥] : A curated list of modern Generative Artificial Intelligence projects and services
jonathandinu/awesome-ai-art
[🔥🔥🔥] : "A list of AI Art courses, tools, libraries, people, and places"
margaretmz/awesome-ai-art-design
: An awesome list: AI for art and design
toxtli/awesome-machine-learning-jupyter-notebooks-for-colab
: A curated list of Machine Learning and Deep Learning tutorials in Jupyter Notebook format ready to run in Google Colaboratory
chaosreactor/awesome-generative-ai
: An awesome list of low- and no-code generative AI resources
altryne/awesome-ai-art-image-synthesis
[🔥] : A list of awesome tools, ideas, prompt engineering tools, colabs, models, and helpers for the prompt designer playing with aiArt and image synthesis. Covers Dalle2, MidJourney, StableDiffusion, and open source tools
justinpinkney/awesome-pretrained-stylegan2
: A collection of pre-trained StyleGAN 2 models to download
Misc / Bio experiments
- fMRI-to-image
: tweet by "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."
Misc / Jobs in Generative AI
Misc / Improving Google Colab experience
- Jupyter Widgets for Interactivity in Google Colab
: notebook with examples of using Jupyter Widgets in Colab, allowing interactive inputs
Misc / 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
Misc / Auxiliary tools and concepts / Dimension reduction techniques
Misc / Roadmaps, Tracks, Rails
- Generative AI for Beginners
[🔥🔥] : introductory 12 lesson course by Microsoft
- Introduction to Generative AI
: series of Medium articles by Youssef Hosni
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