AI Agent - How to create

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How to create ai agent without any coding knowledge.

I need your advice and feedback.

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Not sure that it could be possible. I dont know any open-source tools to do it.

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Great question, here’s exactly what you need: Welcome to the 🤗 AI Agents Course - Hugging Face Agents Course

Good luck and have fun building your own AI Agent :watermelon:

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Hi,

You can search for no-code/low-code tools.
Microsoft Copilot and n8n are both tools I use to create agents without or very minimal coding. Therefore you still have to learn the tools.

Best regards,
Garry

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Hi,
One potential approach could be to explore visual programming interfaces (VPIs) or no-code platforms specifically designed for building Agentic workflows. The selection would be based on generally what you want your agent to do as some VPIs are specialised into various use cases.

It is still somewhat early days for VPIs for agent builders and so options seem to be quite lacking at the moment. For that very reason, I built my own visual builder for creating chain-of-thought agents. That way I can fast track development and both demo the working agent and visually explain how it works to clients.

If enough people are interested, I might consider releasing it as open source and providing more demos.

Are you comfortable with adding docker or conda based applications to your local PC? If so, this can open you up to more opensource solutions. One example would be Browser Use (https://browser-use.com)

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I don’t think it is possible without coding you have to do a lot of coding to build an ai agent but there are many AI development companies that can develop AI agent and customize it as per your requirements!

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Stumbled upon this Youtuber demonstrating how to create AI agent. It seems like there is no-coding involved and pure UI. However, the endpoint is a chatbot, not sure if they have any API endpoints connected to their agents. https://www.youtube.com/watch?v=MA9tZibVB4g&t=3s

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Have you tried n8n?

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but i think there are different in workflow(n8n) and agent

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It is possible, but only if we’re clear about what we mean by “AI agent.”

If by agent we mean a fully autonomous system with memory, tools, safeguards, and goals, then no-code alone isn’t enough — you still need architecture, constraints, and verification.

But if we mean a useful, reliable agent that performs real work, then yes — it can be built without traditional coding by combining:

  • a strong language model,

  • a workflow/orchestration layer (events, triggers, rules),

  • external tools/APIs,

  • and clear boundaries for what the agent is allowed to do.

The hardest part isn’t code — it’s designing the rules, failure modes, and verification so the agent doesn’t just sound intelligent but behaves predictably.

In my experience, most “agents” fail not because of missing code, but because they lack:

  • clear scope,

  • refusal behavior,

  • and a way to prove their outputs can be trusted later.

Happy to expand if you want to clarify what kind of agent you’re trying to build

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