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by vlameiras
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🤖 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 📚

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

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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