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Python

Од 1991My language of choice for AI/ML pipelines, data processing, and automation scripts powering intelligent systems.

My language of choice for AI/ML pipelines, data processing, and automation scripts powering intelligent systems.

Преглед

Python is essential for my AI work. I use it daily for RAG pipelines, model fine-tuning, data processing, and automation. With LangChain, FastAPI, NumPy, and Pandas, Python bridges backend expertise with cutting-edge AI. I write clean, type-hinted Python with async/await, Pydantic, and Poetry.

Случајеви употребе

  • AI/ML pipelines
  • RAG systems
  • data ETL
  • automation
  • FastAPI microservices
  • LangChain agents
  • model fine-tuning

Предности

  • Unmatched AI/ML ecosystem
  • clean syntax
  • massive libraries
  • excellent for prototyping
  • strong typing support
  • async capabilities

Разматрања

  • Slower than compiled languages
  • GIL for CPU concurrency
  • packaging complexity

Одлично ради са

LangChainOpenAIOllamaFastAPIPostgreSQLChromaDBPineconeDocker

Сродне технологије

PHP
Од 1995
Laravel
Од 2011
CakePHP
Од 2005
Node.js
Од 2009
Express
Од 2010
FastAPI
Од 2018
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