Aniket Hingane
● What's This Article About?
This article explains how to create an AI-powered real estate consulting app named it "NestQuest AI". It breaks down the Python code and shows how different parts work together. The app uses tools like Streamlit for the website, Pandas for working with data, SQLite for storing information, and AI agents for answering questions.
● Why Read This Article?
Understanding AI is important for business today. This article shows how to use AI in a real business situation. By learning about NestQuest AI, readers can see how to build an app that analyzes housing markets, answers questions, and shows data in an easy-to-understand way.
● Let's Design
The article describes the main parts of NestQuest AI:
- NestQuest AI Model: The brain of the system
- Config: Handles settings
- Database Manager: Stores and retrieves data
- Main Module: Runs the main functions
- Agent Manager: Controls the AI agents It also explains how the system updates housing data and how users interact with it.
● Let's Get Cooking
This section breaks down the code for different parts of the app:
- Main Module : Explains how the app looks and works
- Config Module: Sets up important settings for the app
- Batch Job Module: Explains how to process CSV files and store data in the database
- Agent Manager Module: Shows how the AI understands and answers user questions
- Database Manager Module: Explains how the app connects to and uses the database
● Let's Setup
This part provides instructions on how to set up the project
● Let's Run
This section probably explains how to run the application
● Closing Thoughts
- The article concludes by discussing the future of AI in business:
- AI will become more important in many areas of business
- Companies using AI can offer better services and make better predictions
- The techniques shown in this article can be used in many industries
- Starting to use AI now will help businesses stay ahead in the future
