# AI Agent - How to create

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**Category:** Models\
**Created:** [February 8, 2025, 10:42pm UTC](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Ft%2Fai-agent-how-to-create%2F139767 "2025-02-08T22:42:08Z")\
**Posts on this page:** 13\
**Page:** 1

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**Author:** ![davidtost](https://sea2.discourse-cdn.com/hellohellohello/user_avatar/discuss.huggingface.co/davidtost/32/40647_2.png) [@davidtost](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Fu%2Fdavidtost)%5C
**Post date:** [February 8, 2025, 10:42pm UTC](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Ft%2Fai-agent-how-to-create%2F139767%2F1 "2025-02-08T22:42:08Z")

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How to create ai agent without any coding knowledge.

I need your advice and feedback.

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**Author:** ![peterJohn2024](https://avatars.discourse-cdn.com/v4/letter/p/e19b73/32.png) [@peterJohn2024](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Fu%2FpeterJohn2024)%5C
**Post date:** [February 9, 2025, 10:23am UTC](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Ft%2Fai-agent-how-to-create%2F139767%2F2 "2025-02-09T10:23:53Z")

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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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**Author:** ![Pizofreude](https://sea2.discourse-cdn.com/hellohellohello/user_avatar/discuss.huggingface.co/pizofreude/32/40977_2.png) [@Pizofreude](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Fu%2FPizofreude)%5C
**Post date:** [February 12, 2025, 11:46am UTC](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Ft%2Fai-agent-how-to-create%2F139767%2F3 "2025-02-12T11:46:43Z")

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Great question, here’s exactly what you need: [Welcome to the 🤗 AI Agents Course - Hugging Face Agents Course](https://huggingface.co/learn/agents-course/unit0/introduction)

Good luck and have fun building your own AI Agent 🍉

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**Author:** ![gjakubiak](https://sea2.discourse-cdn.com/hellohellohello/user_avatar/discuss.huggingface.co/gjakubiak/32/41270_2.png) [@gjakubiak](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Fu%2Fgjakubiak)%5C
**Post date:** [February 16, 2025, 7:18pm UTC](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Ft%2Fai-agent-how-to-create%2F139767%2F4 "2025-02-16T19:18:40Z")

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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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**Author:** ![greos](https://sea2.discourse-cdn.com/hellohellohello/user_avatar/discuss.huggingface.co/greos/32/43421_2.png) [@greos](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Fu%2Fgreos)%5C
**Post date:** [March 5, 2025, 6:49am UTC](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Ft%2Fai-agent-how-to-create%2F139767%2F5 "2025-03-05T06:49:57Z")

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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](https://browser-use.com))

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**Author:** ![Suhebmultani](https://sea2.discourse-cdn.com/hellohellohello/user_avatar/discuss.huggingface.co/suhebmultani/32/49771_2.png) [@Suhebmultani](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Fu%2FSuhebmultani)%5C
**Post date:** [June 20, 2025, 5:45am UTC](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Ft%2Fai-agent-how-to-create%2F139767%2F6 "2025-06-20T05:45:00Z")

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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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**Author:** ![gpy6529](https://sea2.discourse-cdn.com/hellohellohello/user_avatar/discuss.huggingface.co/gpy6529/32/50283_2.png) [@gpy6529](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Fu%2Fgpy6529)%5C
**Post date:** [June 29, 2025, 9:08am UTC](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Ft%2Fai-agent-how-to-create%2F139767%2F7 "2025-06-29T09:08:10Z")

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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](https://www.youtube.com/watch?v=MA9tZibVB4g&t=3s)

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**Author:** ![Angelina067](https://sea2.discourse-cdn.com/hellohellohello/user_avatar/discuss.huggingface.co/angelina067/32/51060_2.png) [@Angelina067](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Fu%2FAngelina067)%5C
**Post date:** [July 14, 2025, 6:54am UTC](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Ft%2Fai-agent-how-to-create%2F139767%2F8 "2025-07-14T06:54:36Z")

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Have you tried n8n?

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**Author:** ![kk0x0](https://sea2.discourse-cdn.com/hellohellohello/user_avatar/discuss.huggingface.co/kk0x0/32/56585_2.png) [@kk0x0](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Fu%2Fkk0x0)%5C
**Post date:** [December 14, 2025, 2:24pm UTC](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Ft%2Fai-agent-how-to-create%2F139767%2F9 "2025-12-14T14:24:55Z")

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

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**Author:** ![AmosTipton](https://sea2.discourse-cdn.com/hellohellohello/user_avatar/discuss.huggingface.co/amostipton/32/56597_2.png) [@AmosTipton](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Fu%2FAmosTipton)%5C
**Post date:** [December 14, 2025, 4:42pm UTC](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Ft%2Fai-agent-how-to-create%2F139767%2F10 "2025-12-14T16:42:50Z")

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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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**Author:** ![Vultieris](https://avatars.discourse-cdn.com/v4/letter/v/f19dbf/32.png) [@Vultieris](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Fu%2FVultieris)%5C
**Post date:** [May 20, 2026, 9:17am UTC](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Ft%2Fai-agent-how-to-create%2F139767%2F14 "2026-05-20T09:17:20Z")

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I agree with the idea of creating them in n8n or make, but as another no-coding person, I’d say it was still chalenging, and I couldn’t get my agent out of the platform to use on my website. So, the easiest option is probably to use a ready-made app. I know a few free ones that I ended up with, these are AI Chatbot by Elfsight, Chatbase, and Chatling. The all have a free tier, and you don’t need to code neither to train the bot nor to embed it on the website

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**Author:** ![Polina2456](https://sea2.discourse-cdn.com/hellohellohello/user_avatar/discuss.huggingface.co/polina2456/32/60400_2.png) [@Polina2456](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Fu%2FPolina2456)%5C
**Post date:** [May 24, 2026, 8:33pm UTC](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Ft%2Fai-agent-how-to-create%2F139767%2F15 "2026-05-24T20:33:48Z")

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If you’re looking for a no-code option specifically built for agents (not just workflows like n8n), worth checking Agentplace ([agentplace.io](http://agentplace.io)) we built it for exactly this use case, you describe the agent in plain English and it handles the orchestration. We’re aimed at ops teams in mid-market companies (support, recruiting, back office), so the focus is on real business workflows rather than chatbots.

Other no-code options worth trying: Lindy, Relevance AI, Dify. Each takes a different angle, Lindy is closer to personal assistant agents, Relevance is more SDR/sales-focused, Dify is broader and open-source. Disclosure: I work at Agentplace.

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**Author:** ![StrictAIUser](https://avatars.discourse-cdn.com/v4/letter/s/a6a055/32.png) [@StrictAIUser](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Fu%2FStrictAIUser)%5C
**Post date:** [August 13, 2026, 8:46am UTC](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Ft%2Fai-agent-how-to-create%2F139767%2F17 "2026-08-13T08:46:50Z")

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I actually used AI to make my gpt2\_compact model. i first gathered the official gpt2 files, then used Copilot. i asked it to create some python code which adds LoRA layers and some layer freezing. it created the python code, it loaded the model and did some logical fine-tuning stuff i dont know, and gave me the bot i wanted. it is pretty efficient. But it still isnt really an “agent”. sorry for my english.. im from Turkey and im doing my best to talk english. i hope this helps. 🙂
