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AI Procurement Data Analyst

An AI powered application that allows users to analyze procurement data using natural language queries. This project leverages cutting-edge Azure OpenAI for code generation and data analysis, enabling seamless interactions for generating insights, visualizations, and tabular reports. The system is divided into two key components:

  1. Backend: A FastAPI server for natural language processing, Python code execution, and MongoDB data querying.
  2. Frontend: A React-based user interface for intuitive interaction, result visualization, and chart downloads.

Watch the AI Procurement Data Analyst Demo

Watch the AI Procurement Data Analyst Demo

Project Structure

.
├── server/                  # Backend server with FastAPI
├── frontend/                # React-based frontend interface
├── README.md                # Main project README (this file)

Implementation Overview

Backend - FastAPI Server

The backend processes user queries and handles the core functionalities:

  • Interprets natural language queries using Azure OpenAI.
  • Generates and executes Python code to query MongoDB.
  • Returns tabular data, visualizations, or analysis summaries to the frontend.

For more details, see the Backend README.

Frontend - React Interface

The frontend is a sleek and user-friendly interface:

  • Allows users to type queries or choose from suggested questions.
  • Displays results as tables, charts, or summaries.
  • Provides options to download or preview generated images.

For more details, see the Frontend README.
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