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🚢 AI Repair Ticket Approval Platform

A simple and straightforward Streamlit app that is powered by a mix of LLM, OCR, and object detection to empower approval teams to manage the overwhelming amount of repair tickets of shipment containers :) Check out the prototype here: https://5dc16b035bc5.ngrok-free.app

⚡ Key Features

  • AI-Driven Decision Engine Combines rule-based cost vs. age checks with Cohere Aya for nuanced reasoning and YOLOv8 object detection to analyze damage images in real time
  • Interactive Dashboard Track and manage tickets through “Manual Review,” “Additional Data Requested,” “AI Approved,” or “AI Disapproved” queues
  • Customizable Settings Define cost thresholds by container age and specify which repair codes require image evidence. Update on the fly via the AI Training & Settings panel.
  • Seamless SOP Integration Upload PDFs of your Standard Operating Procedures to automatically extract repair codes needing mandatory visual documentation using Mistral OCR
  • In-App Chat & Collaboration Chat with the AI agent for clarifications or loop in your team with manual messages

About

Prototype for approval platform powered by workflow, incl. LLM (Cohere Aya) and object detection (YOLOv8). You can call it agentic but it's more of a workflow and LLM with custom tools :D

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