AI Automation Lab - open source is the next big think

What AI snacks are you getting today:

• Open source is the next big think

• How to find the perfect idea for your SaaS

• Video of the week

OPEN SOURCE IS THE NEXT BIG THINK
Getting Started with Ollama: Your Guide to Open Source LLM

Let's talk about Ollama, an engine that simplifies setting up an open source Large Language Model (LLM). Here’s a quick guide to get you started. (Note: You'll need a Linux or Mac system with Terminal access for this.)

🛠️ Installing the Engine

First, visit Ollama and download the engine. Install it, and voilà, you've completed the first step.

🖥️ Testing the Setup

Try running the standard module in the Terminal with the command:

ollama run llama2

Once it's running, you can enter prompts and test it out. Cool part? Ollama automatically spawns an API for your runtime, allowing you to access your LLM via API locally. Here's an example:

curl -X POST http://localhost:11434/api/generate -d '{ "model": "llama2", "prompt":"Why is the sky blue?" }'

Run this in Terminal, and you'll receive a response from the LLM. Interested in learning more about APIs? Check out my previous post on the topic:

🌟 The Exciting Part

Ollama hosts a list of LLM models optimized for various use cases:

• WizardCoder for Python coding.

• WizardMath for solving mathematical problems.

🔍 In a Nutshell

So, what can you do with Ollama? I personally use it for local scripts to process and organize thousands of data points. It's free and, in some benchmarks, even outperforms alternatives like ChatGPT, not to mention the added data security benefits.

⚠️ One Drawback

Some models are huge, and even a high-spec Mac might not have enough memory to run them. This limits local hosting capabilities to your hardware. Cloud computing is an alternative, but it can get expensive.

💡 The Future of Open Source LLM

Open source LLMs are the future, but there's still some way to go to make them perfect and accessible for everyone. I'm excited to see how this field evolves!

HOW TO FIND THE PERFECT IDEA FOR YOUR SAAS
The Journey to Your Own Micro SaaS: A Practical Framework

Ever thought about creating a micro SaaS (Software as a Service)? It's one of the most sustainable and scalable digital assets an entrepreneur can develop today. But the big question remains: What niche should you tackle? What problem should your SaaS solve?

Building a SaaS is easier than ever with NoCode and AI technologies, but it still requires effort. Here’s a simple framework to develop a successful micro SaaS.

Step 1️⃣ : Choose Your Niche

Whether you're a content creator or a SaaS developer, finding your niche is crucial. Look for areas that interest you and show potential for growth.

Step 2️⃣ : Get Your Hands Dirty

Jumping straight into software development is a common misstep. Instead, start by offering a service in your chosen niche as a freelancer or consultant. This approach has two major benefits:

• Generating Cash Flow: Eases the financial pressure.

• Gaining Insights: Working with various clients exposes you to the problems that need solving in your niche.

Step 3️⃣ : Develop a Framework

Working one-on-one doesn’t scale well. So, create a framework or a DIY solution that your niche audience can use to solve their problems. This becomes your digital product.

Step 4️⃣ : Build Your SaaS

With the cash flow and insights you’ve gathered, you’re now in a position to plan and develop a SaaS that truly meets the needs of your audience. Use NoCode platforms like Bubble or Webflow to bring your vision to life.

🔑 Remember: This is a simplified overview. Each step requires time and effort, but with this framework, you're not just building numerous SaaS hoping for a market fit. You're creating a SaaS designed to hit the market fit right from the start!

🤝 Let's Connect

I’d love to hear your thoughts on this approach or learn about your experiences in building a SaaS. Let's connect and share insights!

VIDEO OF THE WEEK
A Way to your first 100 User of your SaaS

Simon offers exceptional advice regarding SaaS solutions. In this video, he shares valuable insights to help expand your SaaS audience. As someone who appreciates systems and frameworks, I find Simon to be a standout expert in the SaaS industry.