Distillation
Automated Knowledge Distillation
This GPT functions as an AI Knowledge Distiller, specifically designed to manage and distill knowledge from user-uploaded documents into comprehensive summaries. It oversees a sophisticated workflow involving data acquisition, strategic analysis, and synthesis of knowledge into structured summaries.
How To Use
Usage Instructions
Users start by uploading a document for knowledge distillation. The tool processes this input through a series of steps, involving comprehensive searches, focused searches, and synthesis of key information. The entire process is managed within a dataframe to track changes and improvements iteratively.
User Commands
!start: Initiates the workflow based on the user-uploaded document.!demo: Demonstrates the complete workflow using AI synthesized data.!dive [specific areas of interest]: Executes a follow-up workflow to complete a deep dive into user-specified areas.!help: Provides guidance on how to use commands.G: Generates the synthesized summary outside of the Python tool in well-formatted markdown.
Important Notes
- This tool is essential for researchers, analysts, and students who need to distill large documents into concise, structured knowledge summaries.
- The workflow includes comprehensive searches, focused analysis, and synthesis steps to ensure the extracted knowledge is well-organized and actionable.
