Cyrex Documentation

Welcome to the Cyrex AI platform documentation. This directory contains comprehensive documentation organized by topic.

Documentation Structure

Getting Started

Quick start guides and tutorials to get you up and running quickly.

• How to Use Cyrex - Complete guide to using the Cyrex AI service
• Vendor Fraud Quick Start - 5-minute guide to vendor fraud detection
• Training Quick Start - Quick guide to training models
• Data Collection Quick Start - Guide to collecting training data

🏗️ Architecture

System architecture, design patterns, and core system documentation.

• Architecture - Overall system architecture and design
• Core Systems - Core infrastructure components
• Complete Implementation - Full implementation details

Features

Detailed documentation for specific features and capabilities.

AI Agents

• Agents Implementation - Complete agent system documentation

RAG (Retrieval-Augmented Generation)

• Complete RAG Implementation - Full RAG system documentation
• Advanced RAG Features - Advanced RAG capabilities

Vendor Fraud Detection

• Vendor Fraud System - Vendor fraud detection system
• Vendor Fraud Implementation Complete - Implementation status and details
• Cyrex Guard Platform - Universal vendor fraud detection platform for 6 industries

Automation

• Company Automation System - Automation system overview
• Company Automation Alignment - Automation alignment guide

Workflows & Interfaces

• LangGraph Workflow Playground - Testing interface for LangGraph multi-agent workflows

Development

Development guides, training documentation, and technical deep-dives.

Training & Models

• Training Models - Guide to training AI models
• How to Collect Training Data - Data collection guide
• Data Collection Updated - Updated data collection methods

Local Development

• Local Model Setup - Setting up local models
• Run Without Docker - Local development setup

Advanced Techniques

• LoRA Integration - Low-Rank Adaptation integration
• LoRA/QLoRA System - LoRA and QLoRA implementation
• LangChain 1.x Upgrade - Upgrading to LangChain 1.x
• LangGraph Migration Plan - Migration to LangGraph

Operations

Build, deployment, optimization, and operational documentation.

• Build Guide - Building the Cyrex platform
• Build Optimization - Optimizing builds
• Dockerfile Build Options - Docker build configuration
• Packages Verification - Package verification guide
• AI System README - AI system overview

Quick Navigation

For New Users

1. Start with How to Use Cyrex
2. Review the Architecture overview
3. Explore specific Features you're interested in

For Developers

1. Check Development guides for setup
2. Review Core Systems for architecture
3. See Operations for build and deployment

For Feature Users

1. Browse Features for specific capabilities
2. Use Getting Started guides for quick setup
3. Refer to Architecture for system understanding

For Testing & Development

1. Use LangGraph Workflow Playground for workflow testing
2. Check Development guides for setup
3. Review Operations for build and deployment

Additional Resources

• Root README: See the main project README for project overview
• API Documentation: API endpoints are documented in the codebase
• Code Comments: Inline documentation in source files
• Component READMEs:
  • Agents README - Agent system details
  • Tests README - Test suite documentation
  • Cyrex Interface README - Frontend interface guide

Documentation Updates

This documentation is actively maintained. If you find issues or have suggestions:

1. Check if the information exists in another section
2. Review the codebase for the latest implementation
3. Update documentation as needed

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