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Plugins & Agents for RAG Systems

Modern RAG systems can be enhanced with plugins and agents to automate tasks, generate documentation, and provide advanced analytics capabilities through a visual flow-based interface.

RAG System Plugins Overview

Visual interface for configuring plugins and agents in a RAG system

Document Generation Agents

  • PDF Generator: Create automated PDF reports from your RAG system's outputs and metrics. Configure templates, scheduling, and custom formatting options.
  • PowerPoint Creator: Automatically generate presentation slides for stakeholder meetings, including charts, metrics, and key findings from your RAG implementation.
  • Template Engine: Design and maintain custom templates for consistent documentation across different output formats.

Analytics Dashboard Integration

Connect your RAG system to powerful business intelligence tools through Streamlit integration:

  1. Metrics Tracking: Monitor system performance, response times, and accuracy in real-time
  2. Cost Monitoring: Track API usage and resource consumption
  3. Usage Analytics: Analyze user interactions and system utilization patterns

Note: These plugins can be configured and connected using a visual flow interface, making it easy to create complex automation workflows without coding.

Panel Server Setup

Deploy your dashboard and plugins through a dedicated server:

http://your-server:port/panel

Available Plugin Types

  • Document processors and generators
  • Analytics and visualization tools
  • Custom API integrations
  • Data export and transformation utilities
  • Automated testing and validation agents