Awesome_AIGC

Paper (prompt优化)

Zero-shot：https://arxiv.org/abs/2109.01652
Few-shot：https://arxiv.org/abs/2005.14165
CoT：https://arxiv.org/abs/2201.11903
ToT：https://arxiv.org/abs/2305.10601
GoT：https://arxiv.org/abs/2308.09687
SC：https://arxiv.org/abs/2203.11171
Multi Persona：https://arxiv.org/abs/2307.05300
Least to Most：https://arxiv.org/abs/2205.10625
Step Back：https://arxiv.org/abs/2310.06117
ART：https://arxiv.org/abs/2303.09014
ReAct：https://arxiv.org/abs/2210.03629
Reflection：https://arxiv.org/abs/2303.11366
RAG：https://arxiv.org/abs/2005.11401

GenAI Web Products

Hot	-	-
🔥 ChatGPT	PhotoRoom	Midjourney
🔥 character.ai	Civitai	Hugging Face
🔥 Bard	Stable Diffusion XL	Claude
🔥 Poe	Perplexity	Forefront Ai
🔥 QuillBot	NovelAi	ChatPDF
-	Runway	codeium

Frameworks and Platforms

Name	Introduction	Notes
🔥 LLaVA	Visual instruction tuning towards large language and vision models with GPT-4 level capabilities.	-
🔥 Auto-GPT	An experimental open-source attempt to make GPT-4 fully autonomous.	-
🔥 AgentGPT	Assemble, configure and deploy autonomous AI Agents in your browser.	-
🔥 MetaGPT	🌟 The Multi-Agent Framework: Given one line Requirement, return PRD, Design, Tasks, Repo.	MetaGPT,多智能体框架，输入一句话的老板需求，输出用户故事 / 竞品分析 / 需求 / 数据结构 / APIs / 文件等
🔥 MiniGPT-4	MiniGPT-4: Enhancing Vision-language Understanding with Advanced Large Language Models.	-
🔥 JARVIS	A system to connect LLMs with ML community.	-
🔥 babyagi	Use OpenAI and Pinecone APIs to create, prioritize, and execute tasks.	中文博客-babyagi: 人工智能任务管理系统
SuperAGI	Build and run useful autonomous agents.	-
smol-ai/developer	the first library to let you embed a developer agent in your own app!	在应用程序中集成agents
Auto-GPT-Plugins	Plugins for Auto-GPT.	-
AutoGPT.js	Auto-GPT on the browser.	-
AutoGPT-GUI	A graphical user interface for AutoGPT.	AutoGPT 项目的图形界面
OpenAGI	When LLM (Large Language Models) Meets Domain Experts.	-
AI-legion	An LLM-powered autonomous agent platform.	-
MicroGPT	A minimal generic autonomous agent based on GPT3.5/4. Can analyze stock prices, perform network security tests, create art, and order pizza.	-
Agent-LLM	An Artificial Intelligence Automation Platform. AI Instruction management from various providers has an adaptive memory and a versatile plugin system with many commands including web browsing.	人工智能自动化平台。https://agent-llm.com/
loopgpt	Modular Auto-GPT Framework.	模块化Auto-GPT框架.
AutoGPT-Next-Web	Assemble, configure and deploy autonomous AI Agents in your browser.	一键免费部署你的私人AutoGPT 网页应用.
Free-AUTO-GPT-with-NO-API	Free AUTOGPT with NO API is a repository that offers a simple version of Autogpt, an autonomous AI agent capable of performing tasks independently. Unlike other versions, our implementation does not rely on any paid OpenAI API, making it accessible to anyone.	众所周知 AGI 项目调用 API 很花钱，这个项目让你免费运行AutoGPT, babyagi 等 AGI 项目！
opencog	A framework for integrated Artificial Intelligence & Artificial General Intelligence (AGI).	集成人工智能和通用人工智能(AGI)的框架。
mini-agi	MiniAGI is a minimal general-purpose autonomous agent based on GPT-3.5 / GPT-4. Can analyze stock prices, perform network security tests, create art, and order pizza.	基于 GPT-3.5 / GPT-4 的迷你AGI。可以分析股票价格、执行网络安全测试、创作艺术品和订购比萨。
big-agi	Personal AI application powered by GPT-4 and beyond, with AI personas, AGI functions, text-to-image, voice, response streaming, code highlighting and execution, PDF import, presets for developers, much more. Deploy and gift #big-AGI-energy! Using Next.js, React, Joy.	GPT-4 驱动的个人 AI 应用，big-agi
DemoGPT	DemoGPT enables you to create quick demos by just using prompts.	DemoGPT 使您只需使用句子即可创建快速演示。
LocalAGI	Locally run AGI powered by LLaMA, ChatGLM, and more.	基于 LLMDA, ChatGLM 等模型的本地 AGI 项目
AnimateDiff	An efficient framework for further animating the generated still images.	一个高效框架，能进一步将生成的静态图像生成动画
EasyPhoto	EasyPhoto is a Webui UI plug-in for generating AI portraits.	EasyPhoto是一款Webui UI插件，用于生成AI肖像画
gpt-llm-trainer	Generate the dataset from the input description and fine-tune LLaMA 2 or GPT-3.5.	根据输入描述生成数据集，并微调LLaMA 2或GPT-3.5
Llama 2 Everywhere	Standalone, Binary Portable, Bootable Llama 2.	启动 Llama 2 的演示操作系统

Agents

Name	Introduction	Notes
🔥generative_agents	Generative Agents: Interactive Simulacra of Human Behavior.	斯坦福和谷歌的研究人员以《模拟人生》游戏为灵感，创建的 AI 智能体小镇；研究人员在模拟城镇中添加了 25 个生成式智能体 (Generative Agents)，这 25 个角色由 ChatGPT 和自定义代码控制，以高度逼真的行为独立地生活。在 ChatGPT 的支持下，每个人都有自己独特的身份、记忆和行为，并且可以独立交互，但他们都不会意识到自己是生活在模拟中。中文介绍
🔥ai-town	A MIT-licensed, deployable starter kit for building and customizing your own version of AI town - a virtual town where AI characters live, chat and socialize.	著名投资机构 a16z 开源的 AI 小镇
🔥 gpt-engineer	Specify what you want it to build, the AI asks for clarification, and then builds it.	全栈开发 Agent，用 GPT 编写整个项目代码！
🔥 MetaGPT	🌟 The Multi-Agent Framework: Given one line Requirement, return PRD, Design, Tasks, Repo.	MetaGPT, 多智能体框架，输入一句话的老板需求，输出用户故事 / 竞品分析 / 需求 / 数据结构 / APIs / 文件等
gpt-researcher	GPT-based autonomous agent that does online comprehensive research on any given topic.	用于课题研究的 agents
llama-hub,Shopify agent	A customer support agent 🤖 that can interface with @Shopify’s ENTIRE GraphQL API Spec (>50k lines!).	llama-hub 构建的客户支持 agent，能够与 @Shopify 的整个 GraphQL API规范(>5万行!)交互
FastGPT	FastGPT is a knowledge-based question-answering system built on the LLM. It offers out-of-the-box data processing and model invocation capabilities. Moreover, it allows for workflow orchestration through Flow visualization, thereby enabling complex question-and-answer scenarios!	FastGPT 是一个基于 LLM 大语言模型的知识库问答系统，提供开箱即用的数据处理、模型调用等能力。同时可以通过 Flow 可视化进行工作流编排，从而实现复杂的问答场景！
autogen	AutoGen is a framework that enables the development of LLM applications using multiple agents that can converse with each other to solve tasks.	AutoGen是一个框架，它允许使用多个 agents 来开发LLM应用程序，这些代理可以相互交谈以解决任务。
grontown	An ancient role-playing detective game, but the difference is that all NPC dialogue is dynamically generated by a Large Language model (LLM).	一个古老的角色扮演类侦探破案游戏，但不同之处在于所有的NPC对话都是大语言模型（LLM）动态生成的，在线试玩