I Created a Multi-Agent AI System for Data Analysis - Here's How
Автор: DataScienceWithSam
Загружено: 2026-01-20
Просмотров: 4
Описание:
Learn how to analyze data using AI-powered natural language queries! In this tutorial, I'll walk you through my PandasAI Data Intelligence App - a multi-agent system that lets you ask questions about your data in plain English.
🎯 What You'll Learn:
• How to use PandasAI's multi-agent architecture
• Connecting to multiple data sources
• Analyzing data with natural language
• Creating interactive visualizations
• Generating automated reports
⏱️ Timestamps:
0:00 - Introduction
0:45 - App Overview
2:00 - Loading Sample Data
3:15 - Exploratory Data Analysis
4:30 - AI-Powered Analysis (Natural Language Queries)
6:00 - Creating Visualizations
7:15 - Generating Reports
8:30 - Wrap-up & Resources
🔗 Resources:
GitHub Repo: https://github.com/soudey123/AIAgentL...
PandasAI Docs: https://docs.pandas-ai.com
Streamlit Docs: https://docs.streamlit.io
🛠️ Tech Stack:
PandasAI (Multi-Agent AI)
Streamlit (Web Framework)
Python, Pandas, Plotly
#PandasAI #DataScience #Python #Tutorial #AI #MachineLearning #DataAnalysis
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