Integration with Eleven Labs for AI voice generation and lifelike voice cloning capabilities.
Enables interaction with GitHub repositories, with tools for automated pull requests and code changes.
Integration with GitHub Copilot to provide AI-powered code suggestions and functions.
Includes integration with Google's AI and machine learning technologies, including access to Generative AI learning paths.
Support for using ChatGPT extensions with Google Sheets for AI-powered data processing and content generation.
Integration with Gradio for creating web interfaces for machine learning models, particularly for Stable Diffusion and LLMs.
Deep integration with Hugging Face's model repository, enabling discovery and utilization of AI models, datasets, and spaces.
Support for AI coding assistants in JetBrains IDEs through tools like Continue.
Comprehensive integration with LangChain framework for developing applications powered by large language models.
Integration with Langflow for visual prototyping and experimentation with LangChain.
Integration with Ludwig, a low-code framework for building custom AI models.
Support for Milvus vector database for embedding similarity search in AI applications.
Integration with Ollama for running, creating, and sharing large language models locally.
Extensive integration with OpenAI's models and APIs, including GPT-4 and function calling capabilities.
Integration with Reddit for AI-based customer research through tools like GummySearch.
Support for Replit's Ghostwriter, an AI-powered pair programmer for code development.
Integration with Suno's Bark, a transformer-based text-to-audio model for audio generation.
Integration with Vercel AI SDK for building AI-powered user interfaces with React, Svelte, and Vue.
Integration with YouTube for video summarization using ChatGPT extensions.
🤖 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.
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