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AI Operations Agent

An AI-powered operations assistant for small to mid-sized companies that automates and manages internal processes including attendance tracking, task management, report generation, and more.

🚀 Features

  • AI-Powered Agents: Multiple specialized agents for different operational tasks
  • Clock-In/Out Management: Automated attendance tracking with anomaly detection
  • Task Management: Intelligent task assignment based on workload and priorities
  • Report Generation: Automated weekly summaries and custom reports
  • RAG System: Context-aware responses using company documentation
  • Real-time Dashboard: Comprehensive overview of operations
  • Manager Override: Full audit trail with override capabilities

🛠️ Tech Stack

  • Backend: FastAPI, LangChain, PostgreSQL, Pinecone
  • Frontend: React, Ant Design, Recharts
  • AI/ML: Grog API, RAG Architecture
  • Infrastructure: Docker, Google Cloud Platform
  • Integrations: SendGrid, Google Calendar API

📋 Prerequisites

  • Docker and Docker Compose
  • Grog API Key
  • Pinecone Account
  • SendGrid Account (for emails)
  • PostgreSQL (if running locally)