LLM-Powered Analytics Backend Documentation

This directory contains comprehensive documentation for the LLM-Powered Analytics Backend system.

Documentation Structure

Core Documentation

• Architecture Overview - System architecture, data flow, and component relationships
• API Reference - REST API endpoints, request/response formats, and examples

Component Documentation

• Query Processor - Documentation for the query validation and classification module
• Data Processor - Documentation for data collection selection and processing
• Regular Generator - Documentation for chart and description generators
• Report Generator - Documentation for complex report generation
• Utilities - Documentation for database, logging, and LLM configuration utilities

Quick Reference

System Flowchart

Component Relationships

Getting Started

For a new developer, we recommend reviewing the documentation in the following order:

1. Architecture Overview to understand the system design
2. Component-specific documentation based on your area of interest
3. API Reference to understand how to interact with the system