I built 10 AI Tools, and am giving it for free!

Summary

This video tutorial demonstrates the rapid creation of 10 AI tools in under an hour using Simple LM, a package developed to streamline AI tool development. The creator guides viewers through setting up a Python environment, installing Simple LM, and generating text with AI. The script showcases projects like blog title generators, subject line generators, and hook generators, emphasizing the ease of building various AI tools by simply changing prompts. The video also covers creating user interfaces for these tools and introduces an AI-powered search engine prototype. The tutorial concludes with a bonus project on building an AI agent from scratch, offering free access to all tools and encouraging viewers to explore and innovate with AI.

Takeaways

• 😀 The video demonstrates building 10 AI tools in under an hour using SimpleLM, a package developed to simplify AI tool creation.
• 🛠️ SimpleLM is a package designed to reduce repetitive coding in AI projects by providing a straightforward method to generate AI responses.
• 📝 The video starts by showing how to set up a new Python environment and install SimpleLM, making it accessible even for beginners.
• 🔑 To use SimpleLM with OpenAI, the user must add their OpenAI API key to a newly created .env file.
• 📑 The script showcases how to generate text using AI by defining an LM instance and passing a prompt to the generate response function.
• 🎯 The video presents a series of projects, starting with a Blog Title Generator, demonstrating the ease of creating AI tools by changing prompts.
• 📰 Subsequent projects include a Subject Line Generator and a Hook Generator, emphasizing the modularity and adaptability of the code.
• 📝 The Hook Generator project highlights the importance of using real data to create unique AI-generated content, by utilizing JSON-formatted templates.
• 🌐 Two methods for building UIs for AI tools are discussed: one using HTML, CSS, and JavaScript, and the other using a Streamlit library for rapid UI creation.
• 🔍 The video introduces an AI-powered search tool that can search the web, summarize content, and extract key information, akin to a prototype of perplexityAI.
• 🗣️ Projects also include creating chatbots that can interact with content from blog posts and YouTube videos, showcasing the versatility of SimpleLM.
• 📝 The Prompt Tester tool is introduced for evaluating and testing different prompts with multiple parameters, which is crucial for prompt engineering.
• 💡 As a bonus, the video concludes with an AI agent prototype that can autonomously decide when to use various tools to answer user queries.

Q & A

What is the main purpose of the video?

The main purpose of the video is to demonstrate how to build 10 AI tools in less than an hour using SimpleLM, and to provide the tools for free at the end of the video.

What is SimpleLM?

SimpleLM is a package developed by the video creator to simplify the process of building AI tools and projects by reducing code repetition.

How can beginners get started with SimpleLM?

Beginners can start by creating a new Python script, setting up a virtual environment, installing SimpleLM, and following the step-by-step instructions provided in the video.

What is the first step to use SimpleLM for generating text with AI?

The first step is to import SimpleLM, define a new LM instance, select a provider (like OpenAI), choose a model, and then generate a response using a prompt.

Why is it necessary to add API keys to use SimpleLM with OpenAI?

API keys are required to authenticate and authorize the use of OpenAI's services, allowing SimpleLM to access and utilize the GPT model for text generation.

What is the significance of changing the prompt in building different AI tools?

Changing the prompt allows the AI to generate different types of content based on the specific requirements of each tool, making it versatile for various applications.

How does the video creator suggest building a user interface for AI tools?

The video suggests two methods: one using HTML, CSS, and JavaScript, and the other using a tool like Streamlit to quickly generate a web interface.

What is the benefit of using structured JSON format in AI tools?

Using structured JSON format allows for easier data manipulation and presentation in user interfaces, making it possible to display information in an organized manner.

How can one learn the necessary skills to build UIs for AI tools as mentioned in the video?

One can learn these skills through online learning platforms like Skillshare, which offers courses on HTML, CSS, JavaScript, and other relevant skills.

What is the role of Skillshare in the video?

Skillshare is mentioned as a platform where the video creator learned the skills to build UIs and also hosts the creator's courses on building AI tools.

What is the potential of the AI tools built in the video?

The AI tools built in the video have the potential to be used as standalone applications, prototypes for larger projects, or even as minimum viable products for new online businesses.

How does the video demonstrate the power of SimpleLM in content summarization?

The video demonstrates the power of SimpleLM by showing how it can summarize content from various sources like blog posts and YouTube videos using the 'load content' function and generating summaries.

What is the concept of an AI-powered search as shown in one of the projects?

An AI-powered search is a tool that can search the web for information, summarize key points from multiple sources, and present the consolidated information to the user, saving time and effort.

How does the video creator encourage interaction and engagement with the audience?

The creator encourages interaction by offering a giveaway for lifetime access to their power members club, asking viewers to like the video and comment for a chance to win.

What is the significance of the 'Prompt Tester' tool in the video?

The 'Prompt Tester' tool is significant as it allows for the creation and testing of multiple prompts with different parameters, which is crucial for evaluating and refining AI tool performance.

What is the final bonus project about in the video?

The final bonus project is about building a simple AI agent from scratch without using any external services or libraries, demonstrating the flexibility and power of SimpleLM.