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Advanced agents
15 profiles to move from using agents to building them: assemble teams of agents, plug in your own tools via MCP, run models on your own machine and watch what your agents do — with the technical details that matter.
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“I want a solid second opinion before a big decision” — LLM Council (Free software) “I want a team of agents that splits up a big job” — CrewAI ($0 for the open-source framework and the basic platform) “I want a custom agent workflow, with every step under control” — LangGraph (Free open-source library) “I want agents that debate each other until they find the solution” — AutoGen (Free and open source) “I want to plug my own tools and data into my agents” — MCP (Model Context Protocol) (Free: it's an open standard, not a product) “I want agents that run at home, without sending my data to the cloud” — Ollama (agents locaux) ($0: the software and the open models are free) “My agents spend out of control and the API bill explodes” — LiteLLM (Free self-hosted) “I don't know what my agents are really doing” — Langfuse ($0 to $29/month to get started) “I want a personal assistant that's always on, in my messaging apps” — OpenClaw (Free open-source software) “I want to chat with an AI without my texts leaving for the internet” — LM Studio ($0: the application is free, including for use at work) “I want my own ChatGPT, free and open source, that works even without internet” — Jan ($0: free and open source) “My computer is no powerhouse, but I still want my own private AI” — GPT4All ($0: free and open source) “I want to ask questions of my own documents without sending them to the cloud” — AnythingLLM ($0 for the desktop application) “I want to try several local AIs and compare their answers side by side” — Msty ($0 for the free version, forever according to the publisher. Advanced features and Web version: Aurum at $149/year, or $349 as a one-time payment) “Open-source AIs interest me, but their command-line installs put me off” — Pinokio ($0: free and open source)
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