Llama 3 8B: BIG Step for Local AI Agents! - Full Tutorial (Build Your Own Tools)

Step-by-Step Tutorial: Building AI Tools with Llama 3 8B

Introduction:

In this tutorial, we will walk through the process of building AI tools using the Llama 3 8B model as demonstrated in the YouTube video "Llama 3 8B: BIG Step for Local AI Agents! - Full Tutorial (Build Your Own Tools)" from the channel All About AI.

Step 1: Understanding the Setup

• The video showcases an AI agent equipped with various tools for searching Google, scraping URLs, sending emails, and more.
• The AI agent interacts with the user through text commands and responses.

Step 2: Exploring the Key Functions

• The AI system in the video demonstrates functions like search Google, send email, and check context to retrieve and process information.
• The functions are designed to understand user queries and perform tasks accordingly.

Step 3: Setting Up Function Calls

• To create a new function, such as "Write to Notes," follow the format demonstrated in the video.
• Define the function name, arguments, and expected behavior within the function call structure.

Step 4: Integrating New Functions

• Update the system message to recognize commands related to the new function, like "right note."
• Modify the convert to open AI function to include the new function and its associated properties.
• Add logic in the chat function to handle the new function call and execute the desired action.

Step 5: Testing the Functionality

• Test the new function by issuing a command, such as "write note," followed by the content you want to append to the notes file.
• Verify that the AI agent processes the command correctly and updates the notes file with the provided content.

Step 6: Further Exploration

• Experiment with different commands and functions to explore the capabilities of the AI agent.
• Understand how the AI system interprets user inputs, generates function calls, and executes tasks based on the instructions provided.

Conclusion:

By following the steps outlined in the video tutorial, you can gain insights into building AI tools using the Llama 3 8B model and enhance your understanding of creating custom functions for specific use cases. Have fun exploring the capabilities of the AI agent and experimenting with different commands.