3 Proyectos que más me piden desarrollar (con IA)

Summary

In this video, the speaker discusses three highly in-demand project types for 2025: RA systems, automation with N8N, and software-as-a-service development. They explore how businesses are increasingly integrating AI-driven systems, including custom chatbots and automations, and how tools like N8N simplify complex workflows. Additionally, they highlight the rise of SaaS, particularly in niche sectors, and how AI tools are inspiring more individuals to create their own software solutions. The video also emphasizes the growing importance of cloud services and AI integrations in modern development.

Takeaways

• 😀 Many businesses, large and small, are increasingly seeking custom GPT-based systems for customer service, internal support, and technical inquiries.
• 😀 RAG (Retrieval Augmentation) systems are in high demand, where AI pulls information from specific data sources rather than generating it from scratch.
• 😀 N8N has become a popular automation tool for businesses to streamline tasks, and its open-source nature makes it highly customizable for developers.
• 😀 N8N allows automation of a wide range of processes, from sending emails to updating records, using a drag-and-drop interface.
• 😀 There is a growing trend in creating software-as-a-service (SaaS) products, with a focus on niche solutions or generic offerings for broad user bases.
• 😀 Many SaaS products now include integrations like AI systems or automation tools, which contribute to their growing functionality.
• 😀 The rise of tools like AI-driven editors and platforms like ChatGPT are empowering more individuals to develop their own software products.
• 😀 AI-based development, including RAG systems and automation, often involves a trend of using popular frameworks such as React, Node.js, and PostgreSQL.
• 😀 With the increasing demand for custom solutions, developers are finding that scaling and adapting projects require not only coding skills but also knowledge of cloud services and architecture.
• 😀 The demand for AI projects, such as bug fixes, functionality extensions, and production readiness, is growing, as they tend to follow a set of common development patterns.
• 😀 As a developer, offering services in areas like RAG systems, N8N automation, and SaaS development can lead to profitable opportunities with future potential for ongoing work.

Q & A

What are the three types of development projects in high demand for 2025?

The three types of development projects in high demand for 2025 are: 1) RA (retrieval augmentation) systems, 2) automation with N8N, and 3) the development of software-as-a-service (SaaS) platforms.

What is an RA (retrieval augmentation) system, and how does it work?

An RA system involves AI searching for real sources of knowledge before providing answers. It includes file uploads, vectorization of content, embedding storage in a vector database, and a model that responds using external context. The AI uses semantic vectors to query data rather than directly querying a traditional database.

What tools are commonly used in RA systems for converting data into embeddings?

Tools commonly used in RA systems for converting data into embeddings include OpenAI, Gemini, and Cloud. Frameworks such as VCEL AISDK, LChain, or Lama Index, along with Python-based projects, are also useful.

What makes N8N a popular tool for automation?

N8N is popular for automation because it allows users to create workflows using drag-and-drop visual flows, enabling quick automation of tasks like sending emails or updating records. It's open-source, customizable with code, and supports API and AI model integrations.

Why is N8N considered flexible for developers?

N8N is considered flexible for developers because it can be customized using JavaScript or Python, and it allows self-hosting, enabling developers to adapt it to their specific needs. It also integrates with APIs and AI models, expanding its use beyond simple automation.

What role does custom API creation play in automations using N8N?

Custom API creation is important when automating with N8N because some internal systems or older platforms may not have direct integration options. Custom APIs act as bridges to connect N8N with these private platforms, enabling seamless automation.

What are the key features of a typical software-as-a-service (SaaS) platform?

A typical SaaS platform includes features like user registration, roles and permissions, admin panels, payment method integration (e.g., Stripe), notifications, automated emails, and cloud deployment. Many SaaS platforms also integrate AI systems or automation tools like N8N.

How has the rise of AI tools influenced the creation of software-as-a-service platforms?

AI tools like ChatGPT have inspired many people to create their own SaaS platforms by simplifying development and offering new possibilities. These tools reduce the complexity of building software, making it easier for individuals and startups to create their systems.

Why are SaaS platforms increasingly incorporating AI systems and automation?

SaaS platforms are incorporating AI systems and automation to enhance functionality, improve user experience, and reduce manual tasks. AI can provide personalized responses, while automation streamlines processes, both of which lead to more efficient and scalable platforms.

What is the significance of using cloud services in SaaS development?

Cloud services are crucial in SaaS development because they provide scalable infrastructure for hosting the software, handling large amounts of data, and ensuring the application can grow without performance issues. Cloud services also offer flexibility and security for deployment.