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AI Keyword Enrichment System

Python Flask FastAPI OpenAI APIs NLP

Production-grade AI system for multilingual keyword enrichment using OpenAI APIs with retry handling and token optimization.

Project Overview

An AI-powered system that enriches content with SEO-optimized keywords across multiple languages using OpenAI GPT models.

The Problem

Manual keyword insertion is time-consuming, inconsistent, and difficult to scale across large volumes of multilingual content.

The Solution

Built async backend services with OpenAI integration, automated retries, token budget enforcement, and language-aware keyword placement.

Architecture

  • Async Flask / FastAPI services
  • Centralized OpenAI API orchestration
  • Resilient retry and failure handling

Key Challenges

  • Managing OpenAI rate limits
  • Maintaining content readability
  • Scaling across multiple languages

Outcome

Significantly reduced manual SEO effort while enabling large-scale, automated keyword enrichment.