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What is this?
A collection of 100+ open-source AI agent, agent skill, and RAG app examples - hand-built, tested end-to-end, and released under Apache-2.0 so you can clone, run, or even sell them.
A collection of 100+ open-source AI agent, agent skill, and RAG app examples - hand-built, tested end-to-end, and released under Apache-2.0 so you can clone, run, or even sell them.Is this one app or a collection of separate projects?It is an index of standalone templates - each agent, skill, or RAG app lives in its own folder and is cloned and run independently, grouped into categories like Starter Agents, Multi-agent Teams, and RAG apps.
It is an index of standalone templates - each agent, skill, or RAG app lives in its own folder and is cloned and run independently, grouped into categories like Starter Agents, Multi-agent Teams, and RAG apps.How do I get one of these agents running?Clone the repo and run any agent in about 30 seconds following that example's own instructions, or for Agent Skills, install a skill with one command and invoke it in plain English.
Clone the repo and run any agent in about 30 seconds following that example's own instructions, or for Agent Skills, install a skill with one command and invoke it in plain English.Do I need an API key to run these?Most Starter agents need just a single API key to get going, though several advanced and RAG examples (like the local Llama + Qdrant setups) run fully offline with no key at all.
Most Starter agents need just a single API key to get going, though several advanced and RAG examples (like the local Llama + Qdrant setups) run fully offline with no key at all.Does every example work the same way?No - each folder is its own project with its own requirements, so some need one API key, some need several providers configured, and some are fully local; you set up each example individually rather than one global config.
No - each folder is its own project with its own requirements, so some need one API key, some need several providers configured, and some are fully local; you set up each example individually rather than one global config.Which AI models and coding agents does it support?The agents work with Claude, Gemini, GPT, DeepSeek, Llama, Qwen and other open-source models, and the Agent Skills are built to work with Claude Code, Codex, Cursor, and other coding agents.
The agents work with Claude, Gemini, GPT, DeepSeek, Llama, Qwen and other open-source models, and the Agent Skills are built to work with Claude Code, Codex, Cursor, and other coding agents.Can I use these agents commercially?Yes - everything is Apache-2.0 licensed, and the README explicitly says you can clone, ship, and sell what you build with it.
Yes - everything is Apache-2.0 licensed, and the README explicitly says you can clone, ship, and sell what you build with it.What are Agent Skills in this repo?Agent Skills are small, installable abilities - like Project Graveyard or Scope Creep Detector - that give coding agents such as Claude Code, Codex, or Cursor a new capability through a one-command install and plain-English usage, and each one passes a security and eval CI gate.
Agent Skills are small, installable abilities - like Project Graveyard or Scope Creep Detector - that give coding agents such as Claude Code, Codex, or Cursor a new capability through a one-command install and plain-English usage, and each one passes a security and eval CI gate.How is the collection organized?Templates are grouped into categories such as Starter Agents, Advanced Agents, Always-on Agents, Multi-agent Teams, Voice AI Agents, Generative UI Agents, Game-Playing Agents, MCP Agents, and RAG apps, so you can browse by the kind of agent you want.
Templates are grouped into categories such as Starter Agents, Advanced Agents, Always-on Agents, Multi-agent Teams, Voice AI Agents, Generative UI Agents, Game-Playing Agents, MCP Agents, and RAG apps, so you can browse by the kind of agent you want.Is this list still actively updated?Yes, new templates are added weekly and announced through the Unwind AI newsletter.
Yes, new templates are added weekly and announced through the Unwind AI newsletter.Can I run any of these fully offline without API keys?Some can - for example the Local RAG Agent runs on Llama 3.2 with Qdrant and the Llama 3.1 Local RAG example works fully offline, though most Starter agents still need one API key.
Some can - for example the Local RAG Agent runs on Llama 3.2 with Qdrant and the Llama 3.1 Local RAG example works fully offline, though most Starter agents still need one API key.What are similar projects?awesome-chatgpt-zh, ai-system-design, ruflo, langchain4j, claude-context, mem0, awesome-opencode, agentic-rag-for-dummies
awesome-chatgpt-zh, ai-system-design, ruflo, langchain4j, claude-context, mem0, awesome-opencode, agentic-rag-for-dummiesWhich topics is it in?voice-ai, langgraph, llama, llms, llm-agents, vector-database, embeddings, qwen, browser-automation, model-context-protocol, rag, skills
voice-ai, langgraph, llama, llms, llm-agents, vector-database, embeddings, qwen, browser-automation, model-context-protocol, rag, skills