A curated list of resources for Artificial Intelligence, Machine Learning, Agentic AI, and Large Language Models (LLMs). Created in Nov 2024, Last Updated: Today.
This section includes AI agents and platforms, from personal assistants to domain-specific tools, that automate tasks and workflows.
- Agent.ai: A platform for discovering and deploying AI agents.
- AI Agents List: A directory of various AI agents and their capabilities.
- AI Agents Directory: Another comprehensive list of AI agents, categorized by function and industry.
- AI Agents: A GitHub repository of awesome AI agents.
- Perplexideez: A self-hosted, AI-powered search tool.
- SuperAGI: Accelerate business growth and improve customer experience with AI agents for sales, marketing, and support.
- Dosu: An AI agent that helps engineers by answering questions and triaging issues.
- khoj: A personal AI application designed to extend your capabilities.
- Decagon: Provides AI customer support agents for enterprise-level businesses.
- Sierra: An AI platform for elevating customer experiences.
- Replit AI: An AI agent that helps users build applications and websites using natural language prompts.
- Perplexity AI: An AI-powered answer engine that delivers accurate, real-time answers with citations.
- Harvey: Domain-specific AI solutions for law firms and other professional service providers.
- MultiOn: A platform to build and embed AI agents that complete tasks on the web for your users.
- Cognition: An applied AI lab focused on building end-to-end software agents.
- Factory: A platform that brings autonomy to the software engineering lifecycle.
- All Hands: Provides open-source AI agents specifically for developers.
- Lindy: A tool to build AI agents quickly to automate workflows and save time.
- 11x: AI-powered solutions for sales, RevOps, and go-to-market teams.
- Transparently: The first AI solution for early detection of accounting manipulation and fraud.
- Aomni: A platform to accelerate account-based sales pipelines with AI.
- God Mode: An AI workspace designed to streamline sales processes.
- FinRobot: An AI agent platform that extends beyond FinGPT for financial analysis.
- Cursor: An AI-powered code editor designed to boost developer productivity.
- Kapa AI: An AI assistant that uses your knowledge base to answer technical product questions.
- Hamming AI: A platform to launch trustworthy AI voice agents in weeks.
- Elevate AI: Pairs generative AI with established CX AI models to uncover insights in customer data.
- Glide AI: An easy-to-use tool for creating custom business applications with AI.
- Payman: An AI company building the future of AI-to-human payments.
- Protegee: Enables payments for AI voice agents.
- SkyFire: Provides highly effective, precise, and efficient multi-mission drone control with AI.
- Blitzy: A platform to build enterprise software in days, not months.
- Astrix: An AI tool to help accelerate preparation for the CFA Level 1 exam.
- Clutch: An AI content creator for sports, helping generate content for every court.
- Prome AI: An ultimate AI art generator to bring creative ideas to life.
- Coval AI: A support platform for developers that helps fix support issues.
- Halluminate: An end-to-end evaluation and testing service for AI application companies.
- Steamship: A platform that hosts various AI agents, including an Influencer Marketing Manager.
- Swimm: A tool that helps you understand and work with any codebase in minutes.
- Leena AI: A generative AI autonomous agent for employees that reduces HR, IT, and Finance tickets.
- HappyRobot: Automates communication across channels with AI workers.
- Day: An AI-native CRM that integrates customer data into every decision.
- Granola: An AI notepad designed for people in back-to-back meetings.
- Gamma: A new AI-powered medium for presenting ideas.
- Cubby: A private workspace for storing and annotating files, with AI-powered synthesis.
- Coral AI: An AI tool to summarize, find information, and get citations from your files.
- AnyChat: A platform to maximize purchases through chat commerce.
- Curio: A personal AI news companion that provides a tailored news experience.
- Neuralk AI: Helps unleash the full potential of your structured data.
- Jules: A Google AI agent.
This category lists tools and services focused on securing AI applications and protecting data.
- DeepKeep: An AI-native security platform for AI applications.
- Gray Swan: A company focused on building safety and security solutions for the AI era.
- Guardrails AI: A platform to mitigate generative AI risks with guardrails.
- HiddenLayer: The first security platform specifically designed for AI.
- Protect AI: A comprehensive platform to secure AI models and applications.
- SkyFlow: A data privacy vault to isolate, protect, and govern sensitive data for any app or LLM.
- Troj AI: A comprehensive AI security platform to protect against attacks.
- AI-ID: A service to track, identify, and manage AI-generated content.
- Natoma: Protects data and systems from unauthorized non-human identities.
- Calypso AI: An enterprise-grade AI security solution.
- Lasso AI: An AI platform that turns metadata into revenue with industry-leading accuracy.
- CyberHaven: A platform to trace and protect your data.
- Lakera: A tool to monitor, protect, and control your AI agents.
- Zenity: A platform to secure AI agents everywhere.
Resources for AI applications in the physical world, including robotics, digital humans, and generative worlds.
- Altera: A multi-agent research company building digital humans.
- Artificial Agency: A generative behavior engine for integrating runtime decision-making into games.
- Decart: The first real-time generative AI open-world model.
- Elefant: A platform for creating AI friends in Minecraft.
- Physical Intelligence: A company bringing general-purpose AI into the physical world.
- T-robotics: A no-code platform for robot programming.
- Le Robot: A project by Hugging Face focused on robotics.
This section lists tools for creating and generating videos and images using AI.
- HeyGen: An AI video generator for creating and translating videos.
- HourOne: A platform to create media and entertainment experiences with generative AI avatars and videos.
- Synthesia: A tool for creating studio-quality videos with AI avatars and voiceovers.
- Yepic: A platform to boost your business with AI avatars.
- Kling: An AI creative studio for video.
- Viggle: A tool to control character movement and create stories.
- Krea: A platform for ultra-fast video generation with sound.
- Remix: A platform to create, share, and remix AI images and video.
- MidJourney: A popular AI image generation service.
- Ideogram: An AI image generator with a focus on text rendering.
- Playground: An AI image generation platform.
- Flux Ai: A next-generation image generator rivaling MidJourney.
- D-Id: A platform for creating custom AI-powered digital people at scale.
Tools and platforms for building voice-enabled AI applications and generating audio.
- Arini: An AI receptionist designed specifically for dental practices.
- Bland: A service for making AI phone calls.
- VAPI: A platform that helps developers build, test, and deploy voice agents quickly.
- Marr Labs: The creator of Vox, an AI voice agent that is indistinguishable from a human.
- Retell AI: A platform to supercharge call operations with voice AI.
- Sindarin: Enables businesses to speak with their users like never before.
- Synthflow: A tool for creating human-like AI phone calls effortlessly.
- Thoughtly: A platform for deploying a fully integrated AI call center.
- Vocode: A tool for building, deploying, and scaling hyper-realistic voice agents.
- Vocera AI: A platform that helps ensure AI agents deliver a seamless conversational experience.
- Flow Voice: A service that lets you think, speak, and send messages.
- ElevenLabs: An AI audio platform for creating highly realistic speech.
- Suno: An AI tool that can make a song about anything.
- Udio: A platform for creating any song just by describing it.
- Insanely fast AI voice assistant in 50 LOC: A GitHub project for a fast voice assistant.
- CerebriumAI Voice Assistant: A real-time voice agent example.
- Restaurant Reservation Voice AI Agent: A YouTube video demonstrating a voice AI agent for restaurant reservations.
This section includes platforms, frameworks, and tools designed to help developers build and manage AI applications.
- Bito: An AI assistant that helps developers accelerate their impact.
- CodeRabbit: An AI tool to cut code review time and bugs in half.
- Graphite: An AI developer productivity platform.
- PotPie: A tool to build custom AI agents that are experts on your codebase.
- QoDo: Quality-first AI code generation for writing, testing, and reviewing code.
- Silogy: An AI agent, debugger, and code critic for developers.
- Sonar: Provides solutions to improve code reliability, maintainability, and security.
- TabNine: An AI code assistant tailored for your team.
- Taskade: A platform to build your ultimate AI agent workforce.
- DECipher: An AI-powered partner for maximizing development impact.
- Distributional: The modern enterprise platform for AI testing.
- Grit: A developer tool that puts software maintenance on autopilot.
- Magic Ai: An AI teammate that answers questions based on your documents and websites.
- Poolside: A platform building foundation models and an API to bring generative AI to developers.
- ModelCode: A single solution for modernizing your entire codebase.
- OpenAI Codex: An AI system that translates natural language to code.
- StackBlitz: A platform to write, run, and debug frontend code directly in your browser.
- LLMStack: An open-source platform for building AI agents and applications with your data.
- milestone: A tool to boost ROI on your GenAI investments.
- pezzo: Empowers developers to leverage the full potential of AI models in their applications.
- SourceGraph: Provides code intelligence for large, complex codebases.
- AnythingLLM: An all-in-one AI application.
- Vanna: An AI tool that writes SQL for you.
- Codeium: A new IDE built to harness AI.
- LiteLLM: An LLM gateway to provide model access, logging, and usage tracking across 100+ LLMs.
- Model Context Protocol (MCP): An open protocol that standardizes how applications provide context to LLMs.
- Open AI Agents: Documentation on how to build agents with the OpenAI API.
- AGNTCY: An open-source collective building infrastructure for AI agents to work together.
- Pipe Cat: A framework for building real-time, multimodal AI applications with voice.
- Awesome MCP Servers: A GitHub repository of servers for the Model Context Protocol.
- Browser Use: A project that enables AI to control your browser.
- Gemini Code: AI-assisted development for businesses.
- Gemini CLI: An open-source AI agent for the command line.
- Gen AI Toolbox: An MCP toolbox for databases by Google.
- System Design 101: A comprehensive guide to system design.
- GitHub Monolith: A deep learning framework for large-scale recommendation modeling.
- MLFlow: An open-source platform for the machine learning lifecycle.
- N8N: A powerful workflow automation tool.
- AWS Multi-Agent Orchestrator: A GitHub project for orchestrating multiple agents.
- Eliza: A framework for building chatbots, trading bots, and more.
- Pay per crawl: A service by Cloudflare.
- LaunchDarkly: A software delivery platform with feature flags, targeting, and experimentation.
This section contains platforms and toolkits that provide the building blocks and infrastructure for creating intelligent AI agents.
- Letta: A company advancing AI systems with memory.
- Langchain: A framework for developing applications powered by LLMs.
- AutoGen: A framework for building conversational AI agents.
- LlamaIndex: A data framework for LLM applications.
- CrewAI: A framework for building collaborative AI agents.
- DSPy: A framework for optimizing LLM pipelines.
- PhiData: A developer platform for building AI applications.
- Semantic Kernel: An open-source SDK that lets you easily combine AI models with conventional programming.
- AutoGPT: An experimental open-source application demonstrating the power of autonomous AI.
- Google Agent Space: A Google Cloud product for building and deploying AI agents.
- Atomic Agents: A framework for building atomic-level AI agents.
- A2A: An open protocol for communication and interoperability between agentic applications.
- Abacus: An AI assistant with access to multiple top LLMs.
- LangFlow: A visual editor for building LLM applications.
- Flowise: Another open-source low-code tool for building custom LLM apps.
- Dify: A platform for developing and operating LLM applications.
This category includes the infrastructure and processes for deploying and managing AI agents.
- LangGraph: A library for building stateful, multi-actor applications with LLMs.
- OpenAI Assistants API: An API for building AI assistants within your own applications.
- Agents AI: A platform focused on Large Action Models (LAMs) for orchestrating actions.
- Amazon Bedrock Agents: A service that enables generative AI applications to execute multi-step tasks.
- LiveKit Agents: An end-to-end framework for building intelligent, multimodal voice assistants.
- RunPod: A service for training, fine-tuning, and deploying AI models.
Tools for monitoring, debugging, and understanding the behavior of AI systems in production.
- LangSmith: An all-in-one developer platform for the LLM application lifecycle.
- Arize: A platform for end-to-end tracing, evaluation, and troubleshooting of AI agents.
- Arthur: A platform to launch, secure, and optimize AI at scale.
- Weave: A toolkit from Weights & Biases for tracking and evaluating LLM applications.
- Langfuse: A platform for traces, evaluations, prompt management, and metrics to improve LLM applications.
- Agents Ops: A developer platform to test and debug AI agents.
- Open LLmetry: An open-source observability solution for your LLM application.
- HoneyHive: A platform for debugging and improving AI agents with end-to-end testing and observability.
- Invariantlabs: Helps agent builders create reliable, robust, and secure products.
- Fiddler: A platform for production monitoring of LLM and ML models.
This section covers tools that provide AI agents with the ability to store and retrieve information from past interactions.
- MemGPT: A project for enabling AI agents to have long-term memory.
- GetZep: A long-term memory solution for AI assistants.
- LangMem: A component of LangChain for long-term memory.
- Mem0: A memory framework for LLMs and AI agents.
A list of various AI models and platforms from major providers.
- DeepSeek: A GitHub repository for the DeepSeek-R1 model.
- Ollama: A platform for running LLMs locally.
- LmStudio: A desktop tool for discovering, downloading, and running LLMs.
- Sgl: A project for running large language models.
- Together: A platform for building and running generative AI models.
- Fireworks: A company providing APIs for running open-source LLMs.
- Groq: A company that provides a platform for fast AI inference.
- OpenAI: A well-known research lab that develops powerful AI models.
- Anthropic: An AI safety and research company known for the Claude model.
- Mistral: A French company that builds open-source generative AI models.
- Gemini: Google's family of large language models.
- H Company: An AI company.
- Fetch AI: A platform for building and deploying AI agents on a decentralized network.
- Hugging Face Models: A hub for open-source AI models.
- Microsoft Phi: A family of small language models from Microsoft.
- Mammouth: An AI company.
- Manus: An AI company.
- Nova Act: An AI-based approach to control a robot.
This section lists specialized storage solutions for AI applications, particularly for vector databases.
- Chroma: An open-source embeddings database.
- Qdrant: A vector database for the next generation of AI.
- Milvus: An open-source vector database.
- Pinecone: A vector database designed for high-performance AI applications.
- Weaviate: An open-source vector database.
- Neon: A serverless Postgres database with vector support.
- Supabase: A vector database built on top of PostgreSQL.
- Datastax Astra: A vector-enabled database service.
Tools and resources specifically for AI in the financial sector.
- FinGPT: Open-source financial LLMs.
- Financial Datasets: Provides market data sets for building LLM applications.
- Claude for Financial Services: A comprehensive solution from Anthropic for financial analysis.
- Kaito: A search engine for crypto.
- Circle Blog: An article on enabling AI agents with blockchain.
- Allora Labs: A company that builds AI and crypto infrastructure.
- Robonet: A platform for smarter, autonomous AI agents in DeFi.
- Virtual Protocols: A platform for virtualizing protocols.
- Sahara Labs: A company focused on blockchain and AI.
- Morpheus AI: A peer-to-peer network for general purpose AI.
- Ai XBT: An AI-powered crypto trading platform.
- VISA On-Chain: A platform for on-chain analytics from VISA.
- Cambridge Digital Money: An overview of digital money.
- The Chinese OBLITERATED OpenAI...: A blog post comparing DeepSeek R1 and OpenAI O1 for finance.
A collection of articles, courses, and resources for learning about AI and machine learning, along with practical guides and tutorials for building AI applications.
- Attention is all you need: A seminal paper on the Transformer architecture.
- TensorFlow: An open-source machine learning framework.
- Google AI Studio: A web-based tool for prototyping and building with generative AI models.
- ML @ Udemy: A machine learning course on Udemy.
- Super Data Science ML: A machine learning course.
- Reinforcement Learning: An introduction to reinforcement learning.
- Google ML Crash Course: A free machine learning crash course from Google.
- Python Game with TensorFlow: An article on building game AI with TensorFlow.
- NN for Snake Game: An article on using a neural network to play the Snake game.
- Connect 4 Alpha Zero Style: A GitHub project for a Connect 4 AI based on Alpha Zero.
- The Chess Engine that Died So AlphaGo Could Live: An article about the Giraffe chess engine.
- DeepLearning4J: A deep learning library for Java.
- Introduction to reinforcement learning and OpenAI Gym: An article from O'Reilly.
- Reinforcement learning with TensorFlow: An O'Reilly article on reinforcement learning with TensorFlow.
- Using a neural network to solve OpenAI's CartPole: A tutorial on solving the CartPole environment with a neural network.
- Introduction to Reinforcement Learning (YouTube): A YouTube playlist on reinforcement learning.
- Complete Guide to TensorFlow for Deep Learning with Python: A Udemy course on TensorFlow.
- 5 easy ways to run an LLM locally: An article on running LLMs on your machine.
- Understanding LSTM Networks: A popular blog post explaining LSTM networks.
- Dive into Deep Learning: An interactive deep learning book.
- What is Agentic RAG: A blog post explaining Agentic RAG.
- Scaling: The State of Play in AI: An article on the state of AI.
- AI Hedge Fund with Gemini: A Colab notebook demonstrating an AI hedge fund with Gemini.
- How to deploy a text embedding model...: A guide on deploying a text embedding model.
- Avec 450 dollars et 19 heures, vous pouvez créer un rival à OpenAI o1: A French article on creating an OpenAI competitor.
- Create a SQL Agent using CrewAI and Groq: A Medium article on creating a SQL agent.
- Incentivizing Reasoning Capability in LLMs...: A research paper on incentivizing reasoning in LLMs.
- The Little Book of Deep Learning: A book on deep learning by Francois Fleuret.
- Intro to Large Language Model: A YouTube video introducing LLMs.
- LLM Visualization: A visualization tool for LLMs.
- Hugging Face Cookbooks: A collection of cookbooks from Hugging Face.
- Agent for text-to-SQL: A guide on building a text-to-SQL agent.
- Building A RAG Ebook “Librarian”: A guide on building a RAG application.
- RAG backed by SQL and Jina Reranker v2: A guide on building a RAG application with SQL.
A collection of interesting media and articles on AI.
- How Crypto AI Agents Will Take Over the World: A podcast episode about AI agents and crypto.
- The Future of AI Assistants: A YouTube video with Jerry Liu from Ray Summit 2024.
- Cerebras Now The Fastest LLM Inference Processor: A Forbes article on AI inference.
- Microsoft quietly assembles the largest AI agent ecosystem: An article from VentureBeat.
- Breaking at Ignite: Microsoft Unveils AI Agent Revolution: A YouTube video from Microsoft Ignite.
- Fireside chat with Yann LeCun: A fireside chat with Yann LeCun.
- 2024: The State of Generative AI in the Enterprise: An article on the state of generative AI.
- How Libra Was Killed: A Twitter thread on the history of Libra.
- Building effective agents: A research paper from Anthropic.
- Large Concept Models: A YouTube video discussing the future of LLMs.
- “Agents Will Replace ALL Software": A YouTube video featuring Microsoft's CEO.
- Artificial Intelligence in Surgery: The Future Is Now: A PDF article on AI in surgery.
- How to Build a Voice AI Agent...: A step-by-step guide on building a voice AI agent.
- Navigating the AI Frontier: A primer on the evolution and impact of AI agents.
- Interview Mistral AI CEO: An interview with the CEO of Mistral AI.
- Interview Hugging Face - Le Robot: An interview with Hugging Face on the Le Robot project.
- The end of tutorials: A YouTube video on the future of tutorials.
- AI 2027: A website discussing AI in 2027.
A list of personal AI-related projects.
- AI Rap Battle: A GitHub project for an AI rap battle.
- Cui Cui: A personal project.
- LLM de Zero: A personal project on LLMs.
This category includes other interesting or uncategorized resources.
- Swarms: Documentation for the Swarms project.
- AgentCoin: A platform for AI agents in crypto.
- The World's Fastest AI Inference: A company specializing in fast AI inference.
- Hugging Face Spaces: A hub for hosting and sharing machine learning demos.
- Chain GPT: A blockchain-based AI solution.
- Workflows Engines: A workflow automation platform.
- Temporal: A workflow orchestration platform.
- Service Now: A company that provides a platform for digital workflows.