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Turing

チャンネル登録者数 1670人

1182 回視聴 ・ 17いいね ・ 2025/01/10

How to build your own AI-powered Excel Analyzer that can understand and answer questions about your data in plain English! This complete step-by-step tutorial shows you how to create a powerful tool that revolutionizes how you interact with Excel files.

⚡ NO MORE COMPLEX FORMULAS OR PIVOT TABLES! Just ask questions, get instant answers.

🎯 WHAT YOU'LL BUILD:
AI-powered Excel & CSV file analyzer
Natural language query processor
Interactive web interface
Multi-sheet Excel processor
Database integration for user tracking

📚 STEP-BY-STEP TUTORIAL BREAKDOWN:
00:00 - Introduction
00:50 - What to expect in this video
01:20 - Excel Assistant Application Demo
02:55 - Technical Discussion and Architecture
06:05 - Q&A and Validation
09:52 - Calculation behind the scenes
09:57 - Code Walkthrough and Github
11:22 - Where not to use RAG?
12:22 - Mongo DB Database
15:12 - Outro and Closing?


🛠️ TECHNOLOGIES USED:
Python
OpenAI API ChatGPT -4 model
Streamlit - For Web Interface
LangChain - LLM Framework
MongoDB - Database
Pandas - For calculation and analysis
Excel Processing Libraries

💻 WHO THIS IS FOR:
Data Analysts
Excel Power Users
Python Developers
Business Analysts
Anyone working with Excel data

🚀 KEY FEATURES YOU'LL LEARN:
Process any Excel or CSV file
Ask questions in plain English
Get instant data analysis
Track user interactions
Handle multiple Excel sheets
Process complex data queries

📦 REQUIREMENTS:
Basic Python knowledge
OpenAI API key **MUST
Python environment
MongoDB account (free)

🔗 IMPORTANT LINKS:
✅ Try the App: aianalysisapp.streamlit.app/
✅ GitHub Code: github.com/pkycode/AnalysisAPP
✅ OpenAI API: openai.com/api
✅ Python Download: www.python.org/downloads/

💡 PRO TIPS:
Learn best practices for AI implementation
Understand data processing optimization
Master user experience design
Handle errors effectively

#ExcelAutomation #Python #DataAnalysis #ArtificialIntelligence #AI #ExcelTutorial #DataScience #PythonTutorial #OpenAI #Programming #DataAnalytics #ExcelTips #BusinessIntelligence #AITutorial #PythonProgramming #DataVisualization

KEYWORDS: excel automation, ai excel analyzer, python excel tutorial, data analysis tool, excel ai integration, natural language excel, business intelligence tools, excel automation tutorial, smart excel analysis, python data analysis, automated data analysis, excel query tool

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Disclaimer: This tutorial requires an OpenAI API key (paid service).

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