AI-Powered Ad Auction Platform

An intelligent advertising auction system combining LLM-powered intent parsing with high-performance Rust-based auction mechanics.

Table of Contents

• Key Features
• Architecture
• Getting Started
  • Prerequisites
  • Installation
  • Configuration
• Core Components
  • Intent Parser
  • Preference Engine
  • Auction System
• Performance
• Development
  • Building
  • Testing
  • Benchmarking
• Deployment
  • Docker
  • Kubernetes
• API Reference
• Contributing
• License
• Contact

Key Features

• AI-Powered Intent Parsing
  Uses LangChain and LLMs to extract structured preferences from user requests

• Graph-Based Preference Engine
  Rust-implemented bipartite ranking system for vendor matching

• Strategy-Proof Auction System
  Sealed-bid auction mechanics with real-time order book logic

• Multi-Industry Support
  Semantic clustering across 15+ verticals for precise targeting

Architecture

graph TD
    A[User Request] --> B[Intent Parser]
    B --> C[Preference Engine]
    C --> D[Auction System]
    D --> E[Winning Ad]

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