Fabric AI Integration into AI Blaze

jon.caldbeck · October 14, 2024, 8:32pm

I would love it if we were able to use Fabric AI patterns integrated into AI Blaze/Text Blaze/Data Blaze as it amazing at allowing people to create their own content using custom patterns they've created for it.

Here's a bit about Fabric AI:

Fabric: An Open-Source Framework for AI-Augmented Human Capabilities

What Fabric Does

Fabric is an open-source framework designed to enhance human capabilities through AI integration. It enables users to:

Apply AI solutions to everyday challenges
Collect and manage AI prompts (called "Patterns")
Break down complex problems into manageable components
Seamlessly integrate AI functionality into various aspects of life and work

Why Fabric Was Created

Fabric was developed to address the "integration problem" of AI. While AI has powerful capabilities, integrating these capabilities into daily life can be challenging. Fabric aims to make AI more accessible and applicable to real-world scenarios.

Philosophy

AI is viewed as a magnifier of human creativity, not a replacement
Technology should help humans flourish
Problems are approached by breaking them into individual components
The focus is on solving human problems through AI assistance

Example Use Cases:

Fabric offers Patterns for various life and work activities, including:

Extracting key insights from YouTube videos and podcasts
Writing essays in the user's voice with minimal input
Summarizing complex academic papers
Generating AI art prompts to match written content
Evaluating content quality for efficient consumption
Summarising lengthy or dense material
Explaining code and improving documentation
Creating social media posts from diverse content inputs

By providing a structured framework and a library of customizable Patterns, Fabric empowers users to leverage AI across multiple domains, enhancing productivity and creative problem-solving.

Link to Fabric AI:

https://github.com/danielmiessler/fabric

I'm not sure what the best way to integrate it into AI Blaze / Text Blaze / Data Blaze would be, but it would be amazing to have the ability to process content on websites etc using Fabric, plus because it's already integrated with multiple AI models, it would allow AI Blaze / Text Blaze users easy ways to access different AI models to use with AI Blaze.

Hope others like my feature idea, because Fabric AI is so handy and I've even used it with ZSH & some Python libraries to create my own workflows to perform tasks like picking out interesting or surprising quotes from YouTube video transcriptions, & then creating lists to the source videos for each quote automatically, or generating & listing all of the steps used in a tutorial, list all tools used in it, or to list topics covered in a load of video transcriptions etc

If I could create workflows with AI Blaze that allow me to visit & add a website/resource to a Data Blaze table automatically and to do it in a way that uses an integrated version of Fabric AI to generate all of the data for a Data Blaze table, it would save me hours of time...

scott · October 15, 2024, 7:14am

Thanks for the idea Jon!

I took a look at Fabric and it seems like it is primarily a library of prompts. Is that right? If so you should be able to use those prompts in AI Blaze with minimal editing.

For example, here is a prompt to analyze log files:

github.com

danielmiessler/fabric/blob/main/patterns/analyze_logs/system.md

# IDENTITY and PURPOSE
You are a system administrator and service reliability engineer at a large tech company. You are responsible for ensuring the reliability and availability of the company's services. You have a deep understanding of the company's infrastructure and services. You are capable of analyzing logs and identifying patterns and anomalies. You are proficient in using various monitoring and logging tools. You are skilled in troubleshooting and resolving issues quickly. You are detail-oriented and have a strong analytical mindset. You are familiar with incident response procedures and best practices. You are always looking for ways to improve the reliability and performance of the company's services. you have a strong background in computer science and system administration, with 1500 years of experience in the field.

# Task
You are given a log file from one of the company's servers. The log file contains entries of various events and activities. Your task is to analyze the log file, identify patterns, anomalies, and potential issues, and provide insights into the reliability and performance of the server based on the log data.

# Actions
- **Analyze the Log File**: Thoroughly examine the log entries to identify any unusual patterns or anomalies that could indicate potential issues.
- **Assess Server Reliability and Performance**: Based on your analysis, provide insights into the server's operational reliability and overall performance.
- **Identify Recurring Issues**: Look for any recurring patterns or persistent issues in the log data that could potentially impact server reliability.
- **Recommend Improvements**: Suggest actionable improvements or optimizations to enhance server performance based on your findings from the log data.

# Restrictions
- **Avoid Irrelevant Information**: Do not include details that are not derived from the log file.
- **Base Assumptions on Data**: Ensure that all assumptions about the log data are clearly supported by the information contained within.
- **Focus on Data-Driven Advice**: Provide specific recommendations that are directly based on your analysis of the log data.
- **Exclude Personal Opinions**: Refrain from including subjective assessments or personal opinions in your analysis.

# INPUT:

You could use it verbatim into AI Blaze and use it on the logs page of a hosting provider.