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  • Introduction
  • Why Build Agents from Scratch?
    • Why Build Agents from Scratch?
  • Core Features
    • Core Features
  • System Architecture
    • Overview
    • Agents
      • Main Agents
      • Validator Agents
    • Code Structure
      • Directory Overview
  • Installation Instructions
    • Installation
    • Usage
  • Logs and Debugging
    • Purpose
    • Key Features
    • Example
  • Code Components Overview
    • AgentBase
    • Summarization Agents
    • Data Sanitization Agents
    • Research Article Agents
    • Refinement Agents
  • Use Cases and Applications
    • Use Cases
  • Agent Execution Flow
  • Advanced Configuration
  • Performance Optimization
  • Benchmarking and Metrics
  • AI Ethics and Considerations
  • Agent Tutorials
  • Deployment and Scaling
  • Roadmap
  • Case Studies
  • FAQ and Troubleshooting
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  1. System Architecture
  2. Agents

Main Agents

  • Summarize Agent

    • Purpose: Extract key information from lengthy medical documents.

    • Inputs: Raw medical text.

    • Outputs: Summarized content.

  • Write Article Agent

    • Purpose: Generate draft research articles.

    • Inputs: Topic, optional outline.

    • Outputs: Article draft.

  • Sanitize Data Agent

    • Purpose: Detect and remove PHI from medical datasets.

    • Inputs: Raw dataset.

    • Outputs: Sanitized dataset.

The three agents described serve distinct but complementary functions in managing medical data. The Summarize Agent is designed to efficiently extract essential information from extensive medical documents, providing users with concise summaries that enhance comprehension and usability. Meanwhile, the Write Article Agent aids in the creation of research articles by generating draft content based on provided topics and outlines, streamlining the writing process for researchers. Additionally, the Sanitize Data Agent plays a crucial role in ensuring data privacy and compliance by identifying and removing Personally Identifiable Information (PHI) from medical datasets, thereby safeguarding sensitive patient data. Together, these agents enhance the accuracy, privacy, and efficiency of handling medical information.

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Last updated 3 months ago