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awesome-ai-agents

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Papers

AI Agents 论文共读

2021

  1. WebGPT: paper

2022

  1. SayCan: paper| code
  2. MRKL: paper
  3. Inner Monologue: paper | code
  4. Social Simulacra: paper
  5. ReAct: paper | code

2023

  1. MALLM: paper
  2. DEPS: paper | code
  3. Toolformer: paper | code
  4. Reflexion: paper | code
  5. CAMEL: paper | code
  6. API-Bank: paper | code
  7. ViperGPT: paper | code
  8. HuggingGPT
  9. Generative Agents
  10. LLM+P
  11. ChemCrow
  12. OpenAGI
  13. AutoGPT
  14. SCM
  15. Socially Alignment
  16. GITM
  17. Voyager
  18. Introspective Tips
  19. RET-LLM
  20. ChatDB
  21. S3
  22. ChatDev
  23. ToolLLM
  24. MemoryBank
  25. MetaGPT

Frameworks

An experimental open-source attempt to make GPT-4 fully autonomous, with >140k stars on GitHub

MetaGPT

An agent architecture for “Mind” Exploration of Large Scale Language Model Society

OpenAGI

ChatDe

A minimal general-purpose autonomous agent based on GPT-3.5 / GPT-4

An AI agent that generates an entire codebase based on a prompt

An open-source autonomous AI framework to enable development and deployment autonomous agents

Applications

A browser-based implementation of AutoGPT, accessible via a no-code platform

A platform for agents to work together, similar in spirit to AutoGPT and Baby AGI, but written in TypeScript

A command line tool that lets you pair your program with GPT-3.5/GPT-4, to edit code stored in your local git repository

Crafting a sophisticated system that autonomously generates its own code based on the context of your project.

AI-generated pull requests to fix issues, powered by ChatGPT

A simple framework for managing tasks using AI

A task management and functionality expansion on top of BabyAGI

BabyCatAGI is a mod of BabyBeeAGI, which is a mod of OG BabyAGI

Newest mod of BabyAGI, at ~350 lines of code

An AI agent designed to test what happens when you combine CLI and LLM, which are more traditional interfaces than GUI

The BambooAI library is a user-friendly semi-autonomous AI agent designed to make data exploration and analysis more accessible to non-programmers.

An Autonomous AI Assistant designed to perform a wide range of practical tasks autonomously

A GPT-4 powered semantic code search engine that uses an AI agent

A chemistry agent that performs tasks across synthesis, drug discovery, and materials design

The purpose of Clippy is to develop code for or with the user. It can plan, write, debug, and test some projects autonomously. For harder tasks, the best way to use it is to look at its work and provide feedback to it.

An AI assistant designed to let you interactively query your codebase using natural language. By utilizing vector embeddings, chunking, and OpenAI's language models, Cody can help you navigate through your code in an efficient and intuitive manner.

A super-easy no-code platform for creating AI chatbots trained on your own data

An AI code copilot that instantly suggests code and works with the whole notebook context

An AI that enables quick demo generation for LLM-based applications using just prompts

Team of virtual developers

POC AI based Compiler, for converting english based markdown specs, into functional code

A developer assistant able to make whole nodejs project with unlimited prompts

A project inspired by Auto-GPT and BabyAGI, conducting various kinds of tasks via nice UI

Easily migrate your codebase from one framework or language to another

GPT based autonomous agent that does online comprehensive research on any given topic

Conversations with your files which selected! Manage and run your AI presets!

Plan-Validate-Solve (PVS) Agent for accurate, reliable and reproducable workflow automation

A re-implementation of the popular Auto-GPT project as a proper python package, written with modularity and extensibility in mind

Inspired by privateGPT, allows using your own documents as an information source

Mentat is the AI tool that assists you with any coding task, right from your command line.

Unlike Copilot, Mentat coordinates edits across multiple locations and files. And unlike ChatGPT, Mentat already has the context of your project - no copy and pasting required!

An experimental open-source attempt to make GPT-4 fully autonomous

An open-source AGI R&D platform that enables agents for both benchmark tasks and open-ended tasks

A development toolkit designed to streamline prompt design, version management, publishing, collaboration, troubleshooting, observability and more

A tool for private interaction with documents, without a need for internet connection

Personalized AI assistant that helps with nutrition and other goals

An open-source React.js Autonomous LLM Agent

🐣 Your own junior developer.

Not a single agent, but a tool that allows creating agents without coding

A Github assistant the helps fix small bugs and implement small features

A BabyAGI-inspired agent that can recall infinite memory, "thinks" before making action, and doesn't lose memory after being shutting down

A multi-agent simulation library, with a goal to simulate and optimize systems and environments with multiple agents interacting

A LLM-powered embodied lifelong learning agent in Minecraft

A GPT agent framework for invoking APIs

yAgents is an Agent-Builder Agent made by Yeager.ai capable of designing, coding and debugging its own tools.

Swift implementation of BabyAGI

A ML research and product lab building general intelligence by enabling humans and computers to work together creatively

Airkit is a developer-first platform for building, testing, and deploying AI Agents.

Airplane is a company for building internal tools, they're building their autopilot AI assistant.

An AI agent specifically designed for business intelligence

"Virtual intern for developers", generates code via PRs raised against your repository

AI no-code copilot that allows users to build AI apps.

A tool for creating a fully-functioning, ready-to-launch website in 20 seconds

AI-powered interactive code integrity dev tool enabling developers to ship software faster and with fewer bugs

Career Copilot and AI Agent for Software Developers

Web based version of AutoGPT/babyAGI

AI-powered design tools for everything from copywriting to generating unique icons from text, recently acquired by Figma

A fully autonomous software engineer

Working on autonomous coding Droids for building software end-to-end

AI software architect that analyzes your code and helps you solve tasks

Platform for no-code building of AI agents

A platform for creating LLM-powered apps like AI agents

An AI executive assistant that automates communication busywork.

AI-powered software developer

A suite of AI capabilities for every step of the software development lifecycle

A tool automating code generation, in beta version, created for full-stack developers

A beta version of a tool for fixing technical gap automatically, putting code migrations and dependency upgrades on autopilot

Your AI Coach and and AI Copilot for course creators, community builders, and coaches. Built into an all-in-one course creation and community software.

Hex AI-powered tools for humans doing amazing things with data

Personal assistant for life: to keep you on top of your calendar, tasks and information

Web Scraping on Autopilot with AI

An AI assistant that can help with daily tasks, e.g., calendar management, email drafting, and contract sending

Made by creator of GitHub Copilot, so far in a waitlist stage

AI personal agent, holding the record for the first AI flight booking, food order (a burger) & workplace cert

AI Accelerated Software Development

Still in an early stage, with waitlist for early access

An AI browsing assistant for everyday tasks, can operate a web browser to complete nearly any task

Interaction APIs and SDKs that allow developers to build, deploy and operate conversational AI agents in their apps

A digital AI assistant, an AI-powered workspace integrating notes, tasks, and tools

Automated migrations and upgrades for every codebase

AutoGPT agents with plugins

Add an AI copilot to your product's data dashboard with just a few lines of code.

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