🤖 AI/ML Resources

Curated collection of AI/ML resources and tools to jumpstart your artificial intelligence and machine learning journey. Explore tutorials, datasets, libraries, and more!

PRs with additional resources or suggestions are much welcome!

Resources 📕

Learning Resources 📚

Neural Networks: Zero to Hero - From Andrej Karpathy, former Director of AI at Tesla and now at OpenAI.
Full Stack LLM Bootcamp - From the creators of the Full Stack Deep Learning course and book.
All about LLMs - A gist with great curated learning resources.
Transformers - Introduction to Transformers with Andrej Karpathy.
The Illustrated Transformer - A great visual explanation of the Transformer architecture.
How ChatGPT really works - A great initial explanation of how ChatGPT works.
ChatGPT Prompt Engineering for Developers! - Great course by OpenAI employees.
Learn Prompting - Another great course (text-based) about prompting.
Prompt Engineering Guide - Guides, papers, lectures, and resources for prompt engineering.
Prompt Engineering - Great post from Lilian Weng, Head of Applied AI Research at OpenAI.
MLOps Guide - A guide on MLOps.
MLOps Zoomcamp - A great course on MLOps.
Gandalf - A fun way to learn about prompt injection.
Practical Deep Learning - A course designed for people with some coding experience who want to learn how to apply deep learning and machine learning to practical problems.
Let's build GPT - From Andrej Karpathy, Let's build GPT: from scratch, in code, spelled out.
AI Canon - A great curated list of resources to get smarter about modern AI.
Generative AI Learning Path - This learning path guides you through curated content on Generative AI products and technologies.
Rules of Machine Learning - Intended to help those with a basic knowledge of machine learning get the benefit of Google's best practices.
AI Companion App - A tutorial stack to create and host AI companions that you can chat with on a browser or text via SMS.
Microsoft AI Lab - AI Lab helps a large, fast-growing community of developers get started on AI.
ML Course Notes - A place to collaborate and share lecture notes on all topics related to machine learning, NLP, and AI.
Generative AI for Beginners - A 12-lesson course teaching everything you need to know to start building Generative AI applications.
ML YouTube Courses - An index of some of the best and most recent machine learning courses available on YouTube.
ML Papers Explained - Explanations of key concepts in machine learning.
LLM Course - A course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
Open LLMs - A list of open LLMs available for commercial use with their context lengths and licenses.
Awesome ChatGPT Prompts - A collection of prompt examples to be used with ChatGPT and other LLMs.
Hugging Face Course - Learn how to apply Transformers to various tasks in natural language processing and beyond.
Andrew Ng’s Machine Learning - A foundational course on machine learning.
Machine Learning Roadmap - A roadmap connecting important concepts in machine learning.
Robert Miles AI Safety - YouTube channel about AI safety.

LLMs

OpenAI LLMs - OpenAI models.
Hugging Face - The leading open-source AI community. Find trending models, datasets, and spaces.
Bloom - An open-source multilingual model similar to GPT-3.
LLaMA - A foundational large language model by Meta.
Llama 2 - The next generation of Meta's open-source large language model.
JARVIS - An interface for LLMs to connect numerous AI models.
Open LLM Leaderboard - Evaluate and rank open-source LLMs.

Modern LLM Models

Commercial Models

Claude - Anthropic's family of frontier AI systems, known for long context windows and reasoning capabilities.
Gemini - Google DeepMind's multimodal AI system available in Ultra, Pro, and Nano sizes.
GPT-4 - OpenAI's most advanced system, with variants including GPT-4o (omni) and GPT-4 Turbo.

Open Source Models

Llama 3 - Meta's latest open foundation language model family, available in 8B and 70B parameters.
Mistral - A family of open-source large language models, including Mistral 7B and Mixtral 8x7B.
Qwen - Alibaba's advanced LLM series with strong multilingual capabilities, available in various sizes.
DeepSeek - A powerful open-source language model trained on 2T tokens with strong coding capabilities.
Vicuna-13B - An open-source chatbot fine-tuned from LLaMA.
Yi - A series of large language models trained from scratch by 01.AI, available in 6B to 34B parameters.
Phi-3 - Microsoft's small yet powerful models (3.8B and 14B) with strong reasoning capabilities.
Falcon - Technology Innovation Institute's open-source LLM trained on 1 trillion tokens.
Orca 2 - Microsoft's smaller models that demonstrate strong reasoning capabilities.
Guidance - Control modern language models more effectively and efficiently.
TheBloke on Hugging Face - Compiles the best open-source models in various formats.
DemoGPT - Create 🦜️🔗 LangChain apps by just using prompts.
Llama2 Web UI - Run Llama 2 with Gradio web UI on GPU or CPU from anywhere.
llama.cpp - Run LLaMA model using 4-bit integer quantization on a MacBook and more.
LocalAI - Drop-in replacement for OpenAI running on consumer-grade hardware. No GPU required.
LocalAGI - A small virtual assistant you can run locally, powered by LocalAI.
Ollama - A backend that allows you to run large language models locally.
KoboldCpp - An easy-to-use AI text-generation software for GGML and GGUF models.
GPT4All - Open-source large language models that run locally on your CPU and nearly any GPU.
vLLM - A high-throughput and memory-efficient inference and serving engine for LLMs.
ExLlama - A fast inference library for running LLMs locally on modern consumer-class GPUs.
Stable Beluga 2 - A fine-tuned Llama2 70B model.
Claude - An AI assistant from Anthropic with advanced reasoning and extended context.

Chat and Agents

ChatGPT - The leading chatbot built on GPT-3.5 and GPT-4.
Bing Chat - A conversational AI language model powered by Microsoft Bing.
Open-Assistant - Open-source chat agent that interacts with external sources.
Auto-GPT - An experimental open-source attempt to make GPT-4 fully autonomous.
LoopGPT - A modular reimplementation of Auto-GPT.
ThinkGPT - Implementing Chain-of-Thought reasoning for Large Language Models.
Transformers Agents - Provides a natural language API on top of transformers.
MetaGPT - The Multi-Agent Framework: Given one-line requirement, return PRD, design, tasks, repo.
GPT-Engineer - Specify what you want it to build; the AI asks for clarification and then builds it.
Khoj - An AI personal assistant for your digital brain.
Danswer - Open-source enterprise question-answering.
simpleaichat - Python package for easily interfacing with chat apps.
RealChar - Create and chat with AI characters.
ChatGPT AutoExpert - Supercharged Custom Instructions for ChatGPT.
Bee Agent Framework - Framework for building scalable agentic applications.
Local AI - A desktop app for local, private, secured AI experimentation.
Serge - A chat interface crafted with llama.cpp for running GGUF models.
SillyTavern - A chat UI for interacting with text generation AIs and roleplay characters.
TavernAI - An atmospheric frontend for chat and story writing.
Maid - A cross-platform Flutter app for interfacing with GGUF/llama.cpp models locally.
AgentGPT - Configure and deploy autonomous AI agents.
SuperAGI - A dev-first open-source autonomous AI agent framework.
BabyAGI - AI-powered task management system using OpenAI.
Open Interpreter - Open-source, locally running implementation of OpenAI's Code Interpreter.
AutoPR - Automated pull request workflow powered by AI.
Phind - An AI search engine and assistant for programmers.
Character.AI - Create and chat with AI-powered characters.
Agent2Agent - Google DeepMind's framework for multi-agent collaboration with LLMs.

AI-Powered IDEs

Cursor - AI-first code editor based on VSCode with powerful chat, edit, and generation capabilities.
Windsurf - AI agent-powered IDE that integrates with existing workflows, by Codeium.
Trae - Adaptive AI IDE that transforms how you work, collaborating with you to run faster.
Zed - High-performance, multiplayer code editor with AI features.

Development

LangChain - Framework for developing applications powered by LLMs.
Pinecone - Long-term memory for models with a vector database.
Chroma - The open-source alternative to Pinecone.
Plug-in-Play - Simplify the integration of plugins into open-source LLMs.
GPTCache - Caching for LLM responses. Useful for cost savings.
OpenAI Cookbook - A collection of examples and best practices for building with OpenAI.
GPTCache - Semantic cache to store responses from LLM queries for cost savings.
Vercel AI SDK - An open source library for building AI-powered user interfaces with React, Svelte, and Vue.
How to build an agent with LangChain - Great Jupyter notebook from OpenAI.
Mojo - A new programming language combining Python syntax with systems programming.
Semantic Kernel - SDK that enables integration of AI LLMs with conventional programming languages.
Langcorn - API server for serving LangChain models with FastAPI.
smol developer - Your own personal junior developer :)
smol plugin - Automatically generate OpenAI plugins by specifying your API in markdown.
Kor - A thin wrapper on top of LLMs to extract structured data.
tiktoken - A fast BPE tokenizer used with OpenAI's models.
OpenAI Function Calling - Standardize LLM output.
Vercel AI SDK - Build AI-powered applications with React, Svelte, and Vue.
Code Interpreter API - Open-source implementation of ChatGPT Code Interpreter.
Unsloth - Framework for fine-tuning Large Language Models.
Pezzo - Developer-first LLMOps platform to streamline prompt design and version management.
Lunary - Production toolkit for LLMs focusing on observability and evaluations.
Ludwig - Low-code framework for building custom AI models.
Langroid - Lightweight Python framework to build LLM-powered applications.
LLMware - Unified framework for developing LLM-based application patterns.
LLM App - Production framework for building and serving AI applications.
LlamaIndex - A data framework for building LLM applications over external data.
LMQL - A query language for large language models.
Haystack - Framework for building NLP applications with language models.
Prediction Guard - Integrate private, controlled, and compliant LLM functionality.
Portkey - LLMOps platform to monitor, manage, and improve LLM-based apps.
OpenRouter - A unified API to access 100+ LLMs from different providers through a single interface.
Cline - Autonomous coding agent right in your IDE, capable of creating/editing files and executing commands.

Tools

Vault AI - Tool for uploading documents and asking questions about their content.
LangFlow - Visual prototyping and experimentation with LangChain.
Flowise - Visual tool to build your customized LLM flow.
PentestGPT - A GPT-empowered penetration testing tool 🕵️.
TypingMind - A better UI for ChatGPT.
privateGPT - Ask questions to your documents without an internet connection.
Quivr - Dump all your files and thoughts into your Generative AI second brain and chat with it.
Stable Diffusion Web UI - A browser interface based on Gradio for Stable Diffusion.
h2oGPT - Like privateGPT, but with GPU inference supported.
localGPT - Inspired by privateGPT, using Vicuna-7b and InstructorEmbeddings.
Promptflow - Create executable flowcharts linking LLMs, prompts, and functions.
Dify - An open-source LLM app development platform.
txtai - Semantic search and workflows powered by language models.
Unofficial OpenAI Status - An in-depth OpenAI status page.
gpt-prompt-engineer - Generates, tests, and ranks prompts for your task.
rag-stack - Deploy a private ChatGPT alternative hosted within your VPC.
AnythingLLM - Open-source ChatGPT equivalent for open and closed-source LLMs.
DocsGPT - Streamlines finding information in project documentation.
Dialoqbase - Facilitate the creation of custom chatbots using a knowledge base.
FastGPT - Knowledge-based platform built on the LLMs, offers a comprehensive suite of out-of-the-box capabilities.

ChatGPT Extensions

WebChatGPT - Augment ChatGPT prompts with relevant web results.
GPT for Sheets and Docs - ChatGPT extension for Google Sheets and Docs.
YouTube Summary with ChatGPT - Summarize YouTube videos with ChatGPT.
ChatGPT Prompt Genius - Discover and share the best prompts for ChatGPT.
ChatGPT for Search Engines - Display ChatGPT responses alongside search results.

Code Assistants

Refact - Open-source AI coding assistant with code completion and chat.
Draw a UI - Draw a mockup and generate HTML using AI.
Continue - Open-source autopilot for VS Code and JetBrains.
Sweep AI - AI junior developer that turns bugs and requests into code changes.
Cody - Free, open-source AI coding assistant for code completion and Q&A.
Aider - Pair program with GPT-3.5/GPT-4 to edit code in your git repo.
AutoPR - Automated pull request workflow powered by AI.
bloop - ChatGPT for your codebase; search and generate patches.
GitHub Copilot - Uses OpenAI Codex to suggest code and functions.
Ghostwriter - AI-powered pair programmer by Replit.
Amazon CodeWhisperer - Build applications faster with ML-powered coding companion.
MutableAI - AI-accelerated software development.
GPT-Code UI - Open-source implementation of ChatGPT Code Interpreter.

Vector Databases

Weaviate - An open-source vector database that's robust and scalable.
Milvus - Open-source vector database for embedding similarity search.
Qdrant - Vector similarity search engine and database.
Deep Lake - Database for AI optimized for deep-learning applications.
Chroma - Open-source embedding database for AI applications.
LanceDB - Developer-friendly vector database for AI applications.

Stable Diffusion

Stable Diffusion Web UI - Browser interface for Stable Diffusion.
Midjourney - Independent research lab exploring new mediums of thought.
InvokeAI - Creative engine for Stable Diffusion models.
ComfyUI - Powerful and modular Stable Diffusion GUI and backend.
Lama Cleaner - Image inpainting tool powered by SOTA AI models.
ControlNet - Neural network structure to control diffusion models by adding extra conditions.
Stable Diffusion XL - Stability AI's advanced text-to-image model with improved quality and features.

Audio Generation

AI Voice Cloning

Eleven Labs - AI voice generator with lifelike voices.
Resemble AI - AI voice generator and voice cloning for text-to-speech.
Murf AI - Create voiceovers with lifelike AI voices.
Bark - Transformer-based text-to-audio model. #opensource
AudioCraft - A library for audio processing and generation with deep learning, including MusicGen for music generation.
Whisper - OpenAI's robust speech recognition model for transcription and translation.

Music Generation

Harmonai - Open-source generative audio tools for music production.
Mubert - Royalty-free music ecosystem powered by AI.
MusicLM - Google's model for generating high-fidelity music from text.

Marketing AI Tools

Jasper AI - AI-powered tool for generating marketing content like blogs, emails, and ad copy.
Mutiny - Personalization platform to improve website conversions using AI.
Clearbit - Lead enrichment and data intelligence platform.
Adzooma - AI-powered PPC campaign management platform.
Phrasee - AI tool that generates optimized marketing copy.
Rupert AI - AI tools for designers and marketers.
Persuva - AI-driven platform to create persuasive, high-converting ad copy at scale.

Other

PromptBase - Marketplace for buying and selling quality prompts for AI models.
Have I Been Trained? - Check if your image has been used to train AI art models.
GummySearch - AI-based customer research via Reddit.
Taplio - AI-powered LinkedIn tool.
PromptPal - Search for prompts and bots, then use them with your favorite AI.
Code to Flow - Visualize code logic as flowcharts using AI.
AI-Flow - Connect multiple AI models easily.
Architecture Helper - Analyze building architecture and generate custom styles.
LM Studio - Discover, download, and run local LLMs with a desktop app.
Ollama - Run, create, and share large language models locally.
Jan - Open-source ChatGPT alternative that runs 100% offline on your computer.
PrivateGPT - Interact privately with your documents using the power of LLMs, 100% privately, no data leaves your execution environment.
LocalAI - Self-hosted, community-driven, local OpenAI-compatible API.

🤖 AI/ML Resources

Curated collection of AI/ML resources and tools to jumpstart your artificial intelligence and machine learning journey. Explore tutorials, datasets, libraries, and more!

PRs with additional resources or suggestions are much welcome!

Resources 📕

Learning Resources 📚

Neural Networks: Zero to Hero - From Andrej Karpathy, former Director of AI at Tesla and now at OpenAI.
Full Stack LLM Bootcamp - From the creators of the Full Stack Deep Learning course and book.
All about LLMs - A gist with great curated learning resources.
Transformers - Introduction to Transformers with Andrej Karpathy.
The Illustrated Transformer - A great visual explanation of the Transformer architecture.
How ChatGPT really works - A great initial explanation of how ChatGPT works.
ChatGPT Prompt Engineering for Developers! - Great course by OpenAI employees.
Learn Prompting - Another great course (text-based) about prompting.
Prompt Engineering Guide - Guides, papers, lectures, and resources for prompt engineering.
Prompt Engineering - Great post from Lilian Weng, Head of Applied AI Research at OpenAI.
MLOps Guide - A guide on MLOps.
MLOps Zoomcamp - A great course on MLOps.
Gandalf - A fun way to learn about prompt injection.
Practical Deep Learning - A course designed for people with some coding experience who want to learn how to apply deep learning and machine learning to practical problems.
Let's build GPT - From Andrej Karpathy, Let's build GPT: from scratch, in code, spelled out.
AI Canon - A great curated list of resources to get smarter about modern AI.
Generative AI Learning Path - This learning path guides you through curated content on Generative AI products and technologies.
Rules of Machine Learning - Intended to help those with a basic knowledge of machine learning get the benefit of Google's best practices.
AI Companion App - A tutorial stack to create and host AI companions that you can chat with on a browser or text via SMS.
Microsoft AI Lab - AI Lab helps a large, fast-growing community of developers get started on AI.
ML Course Notes - A place to collaborate and share lecture notes on all topics related to machine learning, NLP, and AI.
Generative AI for Beginners - A 12-lesson course teaching everything you need to know to start building Generative AI applications.
ML YouTube Courses - An index of some of the best and most recent machine learning courses available on YouTube.
ML Papers Explained - Explanations of key concepts in machine learning.
LLM Course - A course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
Open LLMs - A list of open LLMs available for commercial use with their context lengths and licenses.
Awesome ChatGPT Prompts - A collection of prompt examples to be used with ChatGPT and other LLMs.
Hugging Face Course - Learn how to apply Transformers to various tasks in natural language processing and beyond.
Andrew Ng’s Machine Learning - A foundational course on machine learning.
Machine Learning Roadmap - A roadmap connecting important concepts in machine learning.
Robert Miles AI Safety - YouTube channel about AI safety.

LLMs

OpenAI LLMs - OpenAI models.
Hugging Face - The leading open-source AI community. Find trending models, datasets, and spaces.
Bloom - An open-source multilingual model similar to GPT-3.
LLaMA - A foundational large language model by Meta.
Llama 2 - The next generation of Meta's open-source large language model.
JARVIS - An interface for LLMs to connect numerous AI models.
Open LLM Leaderboard - Evaluate and rank open-source LLMs.

Modern LLM Models

Commercial Models

Claude - Anthropic's family of frontier AI systems, known for long context windows and reasoning capabilities.
Gemini - Google DeepMind's multimodal AI system available in Ultra, Pro, and Nano sizes.
GPT-4 - OpenAI's most advanced system, with variants including GPT-4o (omni) and GPT-4 Turbo.

Open Source Models

Llama 3 - Meta's latest open foundation language model family, available in 8B and 70B parameters.
Mistral - A family of open-source large language models, including Mistral 7B and Mixtral 8x7B.
Qwen - Alibaba's advanced LLM series with strong multilingual capabilities, available in various sizes.
DeepSeek - A powerful open-source language model trained on 2T tokens with strong coding capabilities.
Vicuna-13B - An open-source chatbot fine-tuned from LLaMA.
Yi - A series of large language models trained from scratch by 01.AI, available in 6B to 34B parameters.
Phi-3 - Microsoft's small yet powerful models (3.8B and 14B) with strong reasoning capabilities.
Falcon - Technology Innovation Institute's open-source LLM trained on 1 trillion tokens.
Orca 2 - Microsoft's smaller models that demonstrate strong reasoning capabilities.
Guidance - Control modern language models more effectively and efficiently.
TheBloke on Hugging Face - Compiles the best open-source models in various formats.
DemoGPT - Create 🦜️🔗 LangChain apps by just using prompts.
Llama2 Web UI - Run Llama 2 with Gradio web UI on GPU or CPU from anywhere.
llama.cpp - Run LLaMA model using 4-bit integer quantization on a MacBook and more.
LocalAI - Drop-in replacement for OpenAI running on consumer-grade hardware. No GPU required.
LocalAGI - A small virtual assistant you can run locally, powered by LocalAI.
Ollama - A backend that allows you to run large language models locally.
KoboldCpp - An easy-to-use AI text-generation software for GGML and GGUF models.
GPT4All - Open-source large language models that run locally on your CPU and nearly any GPU.
vLLM - A high-throughput and memory-efficient inference and serving engine for LLMs.
ExLlama - A fast inference library for running LLMs locally on modern consumer-class GPUs.
Stable Beluga 2 - A fine-tuned Llama2 70B model.
Claude - An AI assistant from Anthropic with advanced reasoning and extended context.

Chat and Agents

ChatGPT - The leading chatbot built on GPT-3.5 and GPT-4.
Bing Chat - A conversational AI language model powered by Microsoft Bing.
Open-Assistant - Open-source chat agent that interacts with external sources.
Auto-GPT - An experimental open-source attempt to make GPT-4 fully autonomous.
LoopGPT - A modular reimplementation of Auto-GPT.
ThinkGPT - Implementing Chain-of-Thought reasoning for Large Language Models.
Transformers Agents - Provides a natural language API on top of transformers.
MetaGPT - The Multi-Agent Framework: Given one-line requirement, return PRD, design, tasks, repo.
GPT-Engineer - Specify what you want it to build; the AI asks for clarification and then builds it.
Khoj - An AI personal assistant for your digital brain.
Danswer - Open-source enterprise question-answering.
simpleaichat - Python package for easily interfacing with chat apps.
RealChar - Create and chat with AI characters.
ChatGPT AutoExpert - Supercharged Custom Instructions for ChatGPT.
Bee Agent Framework - Framework for building scalable agentic applications.
Local AI - A desktop app for local, private, secured AI experimentation.
Serge - A chat interface crafted with llama.cpp for running GGUF models.
SillyTavern - A chat UI for interacting with text generation AIs and roleplay characters.
TavernAI - An atmospheric frontend for chat and story writing.
Maid - A cross-platform Flutter app for interfacing with GGUF/llama.cpp models locally.
AgentGPT - Configure and deploy autonomous AI agents.
SuperAGI - A dev-first open-source autonomous AI agent framework.
BabyAGI - AI-powered task management system using OpenAI.
Open Interpreter - Open-source, locally running implementation of OpenAI's Code Interpreter.
AutoPR - Automated pull request workflow powered by AI.
Phind - An AI search engine and assistant for programmers.
Character.AI - Create and chat with AI-powered characters.
Agent2Agent - Google DeepMind's framework for multi-agent collaboration with LLMs.

AI-Powered IDEs

Cursor - AI-first code editor based on VSCode with powerful chat, edit, and generation capabilities.
Windsurf - AI agent-powered IDE that integrates with existing workflows, by Codeium.
Trae - Adaptive AI IDE that transforms how you work, collaborating with you to run faster.
Zed - High-performance, multiplayer code editor with AI features.

Development

LangChain - Framework for developing applications powered by LLMs.
Pinecone - Long-term memory for models with a vector database.
Chroma - The open-source alternative to Pinecone.
Plug-in-Play - Simplify the integration of plugins into open-source LLMs.
GPTCache - Caching for LLM responses. Useful for cost savings.
OpenAI Cookbook - A collection of examples and best practices for building with OpenAI.
GPTCache - Semantic cache to store responses from LLM queries for cost savings.
Vercel AI SDK - An open source library for building AI-powered user interfaces with React, Svelte, and Vue.
How to build an agent with LangChain - Great Jupyter notebook from OpenAI.
Mojo - A new programming language combining Python syntax with systems programming.
Semantic Kernel - SDK that enables integration of AI LLMs with conventional programming languages.
Langcorn - API server for serving LangChain models with FastAPI.
smol developer - Your own personal junior developer :)
smol plugin - Automatically generate OpenAI plugins by specifying your API in markdown.
Kor - A thin wrapper on top of LLMs to extract structured data.
tiktoken - A fast BPE tokenizer used with OpenAI's models.
OpenAI Function Calling - Standardize LLM output.
Vercel AI SDK - Build AI-powered applications with React, Svelte, and Vue.
Code Interpreter API - Open-source implementation of ChatGPT Code Interpreter.
Unsloth - Framework for fine-tuning Large Language Models.
Pezzo - Developer-first LLMOps platform to streamline prompt design and version management.
Lunary - Production toolkit for LLMs focusing on observability and evaluations.
Ludwig - Low-code framework for building custom AI models.
Langroid - Lightweight Python framework to build LLM-powered applications.
LLMware - Unified framework for developing LLM-based application patterns.
LLM App - Production framework for building and serving AI applications.
LlamaIndex - A data framework for building LLM applications over external data.
LMQL - A query language for large language models.
Haystack - Framework for building NLP applications with language models.
Prediction Guard - Integrate private, controlled, and compliant LLM functionality.
Portkey - LLMOps platform to monitor, manage, and improve LLM-based apps.
OpenRouter - A unified API to access 100+ LLMs from different providers through a single interface.
Cline - Autonomous coding agent right in your IDE, capable of creating/editing files and executing commands.

Tools

Vault AI - Tool for uploading documents and asking questions about their content.
LangFlow - Visual prototyping and experimentation with LangChain.
Flowise - Visual tool to build your customized LLM flow.
PentestGPT - A GPT-empowered penetration testing tool 🕵️.
TypingMind - A better UI for ChatGPT.
privateGPT - Ask questions to your documents without an internet connection.
Quivr - Dump all your files and thoughts into your Generative AI second brain and chat with it.
Stable Diffusion Web UI - A browser interface based on Gradio for Stable Diffusion.
h2oGPT - Like privateGPT, but with GPU inference supported.
localGPT - Inspired by privateGPT, using Vicuna-7b and InstructorEmbeddings.
Promptflow - Create executable flowcharts linking LLMs, prompts, and functions.
Dify - An open-source LLM app development platform.
txtai - Semantic search and workflows powered by language models.
Unofficial OpenAI Status - An in-depth OpenAI status page.
gpt-prompt-engineer - Generates, tests, and ranks prompts for your task.
rag-stack - Deploy a private ChatGPT alternative hosted within your VPC.
AnythingLLM - Open-source ChatGPT equivalent for open and closed-source LLMs.
DocsGPT - Streamlines finding information in project documentation.
Dialoqbase - Facilitate the creation of custom chatbots using a knowledge base.
FastGPT - Knowledge-based platform built on the LLMs, offers a comprehensive suite of out-of-the-box capabilities.

ChatGPT Extensions

WebChatGPT - Augment ChatGPT prompts with relevant web results.
GPT for Sheets and Docs - ChatGPT extension for Google Sheets and Docs.
YouTube Summary with ChatGPT - Summarize YouTube videos with ChatGPT.
ChatGPT Prompt Genius - Discover and share the best prompts for ChatGPT.
ChatGPT for Search Engines - Display ChatGPT responses alongside search results.

Code Assistants

Refact - Open-source AI coding assistant with code completion and chat.
Draw a UI - Draw a mockup and generate HTML using AI.
Continue - Open-source autopilot for VS Code and JetBrains.
Sweep AI - AI junior developer that turns bugs and requests into code changes.
Cody - Free, open-source AI coding assistant for code completion and Q&A.
Aider - Pair program with GPT-3.5/GPT-4 to edit code in your git repo.
AutoPR - Automated pull request workflow powered by AI.
bloop - ChatGPT for your codebase; search and generate patches.
GitHub Copilot - Uses OpenAI Codex to suggest code and functions.
Ghostwriter - AI-powered pair programmer by Replit.
Amazon CodeWhisperer - Build applications faster with ML-powered coding companion.
MutableAI - AI-accelerated software development.
GPT-Code UI - Open-source implementation of ChatGPT Code Interpreter.

Vector Databases

Weaviate - An open-source vector database that's robust and scalable.
Milvus - Open-source vector database for embedding similarity search.
Qdrant - Vector similarity search engine and database.
Deep Lake - Database for AI optimized for deep-learning applications.
Chroma - Open-source embedding database for AI applications.
LanceDB - Developer-friendly vector database for AI applications.

Stable Diffusion

Stable Diffusion Web UI - Browser interface for Stable Diffusion.
Midjourney - Independent research lab exploring new mediums of thought.
InvokeAI - Creative engine for Stable Diffusion models.
ComfyUI - Powerful and modular Stable Diffusion GUI and backend.
Lama Cleaner - Image inpainting tool powered by SOTA AI models.
ControlNet - Neural network structure to control diffusion models by adding extra conditions.
Stable Diffusion XL - Stability AI's advanced text-to-image model with improved quality and features.

Audio Generation

AI Voice Cloning

Eleven Labs - AI voice generator with lifelike voices.
Resemble AI - AI voice generator and voice cloning for text-to-speech.
Murf AI - Create voiceovers with lifelike AI voices.
Bark - Transformer-based text-to-audio model. #opensource
AudioCraft - A library for audio processing and generation with deep learning, including MusicGen for music generation.
Whisper - OpenAI's robust speech recognition model for transcription and translation.

Music Generation

Harmonai - Open-source generative audio tools for music production.
Mubert - Royalty-free music ecosystem powered by AI.
MusicLM - Google's model for generating high-fidelity music from text.

Marketing AI Tools

Jasper AI - AI-powered tool for generating marketing content like blogs, emails, and ad copy.
Mutiny - Personalization platform to improve website conversions using AI.
Clearbit - Lead enrichment and data intelligence platform.
Adzooma - AI-powered PPC campaign management platform.
Phrasee - AI tool that generates optimized marketing copy.
Rupert AI - AI tools for designers and marketers.
Persuva - AI-driven platform to create persuasive, high-converting ad copy at scale.

Other

PromptBase - Marketplace for buying and selling quality prompts for AI models.
Have I Been Trained? - Check if your image has been used to train AI art models.
GummySearch - AI-based customer research via Reddit.
Taplio - AI-powered LinkedIn tool.
PromptPal - Search for prompts and bots, then use them with your favorite AI.
Code to Flow - Visualize code logic as flowcharts using AI.
AI-Flow - Connect multiple AI models easily.
Architecture Helper - Analyze building architecture and generate custom styles.
LM Studio - Discover, download, and run local LLMs with a desktop app.
Ollama - Run, create, and share large language models locally.
Jan - Open-source ChatGPT alternative that runs 100% offline on your computer.
PrivateGPT - Interact privately with your documents using the power of LLMs, 100% privately, no data leaves your execution environment.
LocalAI - Self-hosted, community-driven, local OpenAI-compatible API.

mcp-github

🤖 AI/ML Resources

Resources 📕

Learning Resources 📚

LLMs

Modern LLM Models

Commercial Models

Open Source Models

Chat and Agents

AI-Powered IDEs

Development

Tools

ChatGPT Extensions

Code Assistants

Vector Databases

Stable Diffusion

Audio Generation

AI Voice Cloning

Music Generation

Marketing AI Tools

Other

🤖 AI/ML Resources

Resources 📕

Learning Resources 📚

LLMs

Modern LLM Models

Commercial Models

Open Source Models

Chat and Agents

AI-Powered IDEs

Development

Tools

ChatGPT Extensions

Code Assistants

Vector Databases

Stable Diffusion

Audio Generation

AI Voice Cloning

Music Generation

Marketing AI Tools

Other