datamind-ai 0.1.8

AI-powered data analysis, cleaning, and dashboard generator CLI tool

DataMind AI

AI-powered data analysis, cleaning, and dashboard generator CLI tool.

O'rnatish

pip install datamind-ai

Ishga tushirish

datamind chat

API Sozlash

Dastur ishga tushganda API tanlash so'raladi:

API tanlang:
  1. Mavjud API bilan (parol kerak)
  2. O'z API keyingiz bilan
  3. API keysiz davom etish

Tanlang [1/2/3]: 1
Parol kiriting: ****

Parol: datamind2024

Yoki o'z API keyingizni oling: https://console.groq.com (bepul)

Ishlatish

Interaktiv rejim

datamind chat

load data.csv          # Fayl yuklash
diagnose               # Muammolarni aniqlash
fix                    # AI avtomatik tuzatish
dashboard              # Dashboard yaratish
agent sales.csv        # Avtomatik tahlil
qaysi mahsulot eng ko'p sotilgan?  # AI ga savol
exit                   # Chiqish

Buyruq qatori

datamind analyze data.csv -o report.html   # Dashboard
datamind diagnose data.csv                  # Muammolarni aniqlash
datamind fix data.csv -o cleaned.csv        # AI tuzatish
datamind clean data.csv -o cleaned.csv      # Tozalash
datamind validate data.csv                  # Validatsiya
datamind query data.csv "eng ko'p sotilgan?" # AI savol
datamind info data.csv                      # Ma'lumot

Agent rejimi

Agent o'zi fikrlab ishlaydi - kod yozadi va bajaradi:

datamind: agent sales.csv

🤖 Agent ishga tushdi...
✅ Yuklandi: 50000 qator x 6 ustun

📝 Bajarilgan kodlar:
import pandas as pd
df = pd.read_csv("sales.csv")
result = df.describe()

💡 Topilmalar:
  1. Eng ko'p sotilgan: Electronics
  2. O'rtacha sotuv: $245

Imkoniyatlar

• CSV, Excel, JSON fayllarni yuklash
• AI bilan avtomatik data tahlil
• Dublikatlarni o'chirish
• Bo'sh qiymatlarni to'ldirish
• Outlierlarni tuzatish
• Interaktiv HTML dashboard yaratish
• Natural language bilan ishlash (o'zbek/ingliz)
• Agent rejimi - AI o'zi kod yozib bajaradi

To'liq qo'llanma

docs/GUIDE.md - batafsil dokumentatsiya

Muallif

Saidjon Ravshanov

• GitHub: https://github.com/SaidjonRavshanov
• Loyiha: https://github.com/SaidjonRavshanov/datamind

Litsenziya

MIT