Como Crear un Agente de IA Autónomo Sin Código - PASO A PASO

Claudio Conde

27 Aug 202411:14

Summary

TLDRThis video aims to teach viewers the difference between AI chatbots and AI agents in under 10 minutes, highlighting how mastering AI agents can set them apart from the competition. The video explains that while chatbots are limited to input and output, AI agents have additional tools and memory, allowing them to connect to various platforms and databases. It also touches on the autonomy of AI agents, the limitations of current large language models (LLMs), and the potential of upcoming models like GPT-5. The tutorial showcases creating an AI agent using the n8n platform, emphasizing its ability to unify conversational agents with automation workflows. The video concludes with a teaser for a future tutorial on hosting the n8n application for unlimited operations at a fixed price.

Takeaways

😀 The video aims to teach what an AI agent is and how it can set you apart from the competition.
🤖 The difference between an AI chatbot and an AI agent is that an agent has tools and memory in addition to processing instructions.
🛠️ AI agents can be connected to various tools like Google Calendar or Notion to access and manage information.
🧙‍♂️ Three essential qualities of an AI agent are the ability to process instructions, connect to tools, and utilize memory.
🚀 AI agents can be programmed to be autonomous, performing tasks based on triggers or conditions.
🔒 There are limitations to complete autonomy in AI agents, especially in reasoning between input and output.
🌐 Current AI models like GPT-4 are limited to input and output without the ability to reason in between.
🛑 The video uses n8n as the platform to create an AI agent because it's more unified and efficient than alternatives.
📝 n8n allows for the creation of workflows and the connection of various tools and credentials within the same platform.
🌐 With n8n, you can host the application on your own server for unlimited operations at a fixed price.
🎁 The video promises a surprise related to n8n, hinting at a feature unique to the platform that will be covered in a future tutorial.

Q & A

What is the main goal of the video?
-The main goal of the video is to teach the viewer what an AI agent is and how it can set them apart from the competition in less than 10 minutes.
What is the difference between an AI chatbot and an AI agent?
-An AI chatbot is a conversational assistant that takes an input and provides an output, while an AI agent not only has a prompt but also has tools, can connect to various services like Google Calendar or Notion, and has memory to store data.
What are the three key features of an AI agent?
-The three key features of an AI agent are having a prompt, tools to connect to various services, and memory to store data.
How autonomous can an AI agent be?
-An AI agent can be quite autonomous, capable of performing tasks such as sending an analysis of e-commerce orders to an email at a specific time each day. However, it cannot create content for social media or manage conversations entirely autonomously and effectively.
What is the limitation of current AI models like GPT-4 in terms of reasoning?
-Current AI models are limited to input and output, meaning they can't reason in the middle of the process. They are limited to the information provided and cannot reason beyond the given input and output.
Why is n8n the chosen platform for creating an AI agent in the video?
-n8n is chosen because it is considered better than Make and Zapier, it unifies both conversational agents and automations, and allows for workflow creation without needing to connect multiple applications.
What is a workflow in the context of n8n?
-A workflow in n8n is like a scenario in Make or a Zap in Zapier, where you can create a series of actions to be triggered by certain events.
What is meant by 'tools' in n8n?
-Tools in n8n refer to the various APIs and services that can be connected to the platform, such as Wikipedia, Google Search, or even custom code, to enhance the capabilities of the AI agent.
How can n8n host applications on a personal server?
-n8n allows users to host the application on their own server, which can lead to unlimited operations for a fixed price, unlike other platforms where you pay per operation.
What is the surprise mentioned at the end of the video?
-The surprise is that with n8n, users can host the application on their own server and have unlimited operations for a fixed price, which is a significant advantage over other platforms.
What is the purpose of the surprise tutorial mentioned in the video?
-The purpose of the surprise tutorial is to teach viewers how to create a server, add ports, connect the application, and run it to take advantage of n8n's unlimited operations feature.

Outlines

00:00

🤖 Introduction to AI Agents

The video aims to teach viewers what an AI agent is and how it can set them apart from the competition. The speaker differentiates between a chatbot and an AI agent, explaining that while chatbots are limited to input-output interactions, AI agents have additional capabilities like tools and memory. They can connect to various platforms like Google Calendar or Notion and can be programmed to perform tasks autonomously using triggers. The video also discusses the limitations of current AI models, which are restricted to input-output interactions and lack the ability to reason between them. The speaker mentions the potential of upcoming models like GPT-5 to enable more autonomous and effective AI agents.

05:02

🛠️ Creating an AI Agent with n8n

The speaker demonstrates how to create an AI agent using the n8n platform, which is praised for its ability to unify conversational agents with automation. The tutorial covers creating a workflow, selecting an AI model, and choosing memory storage. It also highlights the ability to add various tools, such as Wikipedia and Google search, and even custom code, to enhance the agent's capabilities. The speaker shows a practical example of querying Wikipedia through the agent and explains the process in detail, including how the AI model interacts with the tool and generates a response.

10:03

🚀 Hosting AI Agents with n8n

The video concludes with a surprise benefit of using n8n: the ability to host the AI agent application on a personal server for unlimited operations at a fixed price. This is contrasted with other platforms that charge per operation. The speaker offers to create a tutorial on setting up the server and running the application, and invites viewers to request this tutorial in the comments if interested. The video ends with a call to action for likes and subscriptions to support the creation of more educational content on AI.

Mindmap

Keywords

💡Artificial Intelligence Agent

An Artificial Intelligence Agent refers to a system that can perform tasks, make decisions, and interact with its environment using AI. In the context of the video, it's a system that not only processes inputs and outputs like a chatbot but also has the capability to connect to various tools and databases, enhancing its functionality beyond simple conversation. The video aims to teach viewers how to create such an agent using a platform like n8n.

💡Chatbot

A chatbot is a type of AI designed to simulate conversation with users in natural language. The script differentiates between a chatbot and an AI agent, emphasizing that while chatbots are limited to input-output interactions, AI agents have additional capabilities like tool integration and memory. The video mentions Chat GPT as an example of a chatbot.

💡Tools Integration

Tools Integration refers to the ability of an AI agent to connect with external applications or services. The video script mentions connecting an AI agent to Google Calendar or Notion as examples of tools integration, which allows the agent to access and interact with data beyond its internal memory.

💡Memory

In the context of AI, memory refers to the agent's ability to store and retrieve information over time. The video explains that unlike a chatbot, an AI agent has memory, which can be a database or internal storage, allowing it to access historical data and provide more informed responses.

💡Automation

Automation is the use of technology to perform tasks with minimal human intervention. The video discusses how AI agents can be programmed with 'triggers' to automate tasks, such as sending daily reports or analyzing data, which is a significant advancement over traditional chatbots.

💡n8n

n8n is a workflow automation tool that is highlighted in the video as a platform for creating AI agents. It is praised for its ability to unify conversational agents with automation workflows, allowing for the creation of more complex and capable AI systems.

💡Workflow

A workflow in the context of the video refers to a series of steps or processes that an AI agent can follow to complete a task. The video script describes creating a workflow in n8n, which includes setting up triggers and actions for the AI agent to perform.

💡Credentials

Credentials in the video refer to the permissions and authentication details required for an AI agent to access external tools or databases. The script mentions setting up credentials as part of configuring an AI agent within n8n.

💡Triggers

Triggers are events or conditions that cause an AI agent to initiate a workflow or perform a task. The video explains how to program triggers within an AI agent, such as sending a report every day at a specific time.

💡GPT Models

GPT (Generative Pre-trained Transformer) models are a type of deep learning model used in AI, particularly for natural language processing. The video mentions GPT models, including GPT-4, as the underlying technology that powers the AI agent's ability to understand and generate human-like text.

💡Wikipedia Tool

The Wikipedia Tool mentioned in the script is an example of how an AI agent can interact with external databases. The video demonstrates how the AI agent can query Wikipedia for information, process the data, and provide a summarized response to the user.

Highlights

The goal of this video is to teach you what an AI agent is and how it can set you apart from the competition.

The difference between an AI chatbot and an AI agent is explained, with the agent having additional capabilities.

AI agents have tools, memory, and can be connected to various platforms like Google Calendar or Notion.

Three key qualities of an AI agent are discussed: tools, memory, and the ability to connect to databases.

The level of autonomy of AI agents is discussed, with examples of what they can and cannot do autonomously.

The limitations of current AI models, like GPT-4, are highlighted in terms of reasoning capabilities.

The potential of future AI models like GPT-5 or Strawberry to enable more autonomous reasoning is mentioned.

n8n is introduced as a platform to create AI agents, with advantages over competitors like Make and Sapiens.

n8n allows for the creation of workflows and the integration of various tools and credentials.

A demonstration of creating a new workflow in n8n and adding an AI agent to it is provided.

The process of selecting an AI model, such as OpenAI's GPT-4 Mini, for the AI agent within n8n is shown.

The option to use different types of memory, like MySQL or n8n's own memory, is discussed.

The integration of tools like Wikipedia API, Google Search, and others within n8n is explained.

An example of creating a workflow that can respond to emails using Gmail is given.

A live test of the AI agent using Wikipedia's tool to answer a question about the 1996 Formula 1 champion is demonstrated.

The behind-the-scenes process of how the AI agent uses the model, memory, and tools is shown.

The ability to host the application on your own server with n8n for unlimited operations at a fixed price is revealed as a surprise.

An invitation for feedback on creating a tutorial for hosting the application on a server is extended.

A call to action for likes and subscriptions to continue creating valuable content on AI is made.