Skip to content
kalyna.pro

kalyna.pro

AI-Driven Developer

  • AI & Automation
    • Docker
  • Design Patterns
    • Creational
    • Structural
    • Behavioral
    • SOLID
  • MySQL
  • Blog
  • Privacy Policy

Tutorial

LangChain vs LlamaIndex: Which Python AI Framework to Choose (2026)

June 11, 2026May 19, 2026 by Калина Сергій
LangChain vs LlamaIndex: Which Python AI Framework to Choose (2026)

Compare LangChain and LlamaIndex side by side: key differences, code examples, and a practical guide to choosing the right Python AI framework for your project.

Categories AI & Automation Tags AI, LLM, Python, Tutorial

Cursor AI Editor Review: Is It Worth the Upgrade? (2026)

June 11, 2026May 18, 2026 by Калина Сергій
Cursor AI Editor Review: Is It Worth the Upgrade? (2026)

Hands-on Cursor AI editor review: Tab completion, Agent mode, codebase chat, and .cursorrules explained. Comparison with VS Code + GitHub Copilot, pricing breakdown, and honest verdict.

Categories AI & Automation Tags AI, LLM, Tutorial

Multi-Agent Systems with LLMs: A Developer’s Guide (2026)

June 11, 2026May 15, 2026 by Калина Сергій
Multi-Agent Systems with LLMs: A Developer's Guide (2026)

Build multi-agent LLM pipelines with Python: orchestrator pattern, parallel fan-out, agent handoffs with state. Practical examples using Claude Sonnet and Haiku.

Categories AI & Automation Tags AI Agent, LLM, Python, Tutorial

ChromaDB Tutorial: Build Your First Vector Database with Python (2026)

June 11, 2026May 15, 2026 by Калина Сергій
ChromaDB Tutorial: Build Your First Vector Database with Python (2026)

Learn ChromaDB from scratch: create collections, add documents, query by semantic similarity, filter with metadata, and integrate with Claude to build RAG applications.

Categories AI & Automation Tags LLM, Python, Tutorial, Vector Database

How to Build a RAG Chatbot with Python

June 11, 2026May 13, 2026 by Калина Сергій
How to Build a RAG Chatbot with Python

Build a RAG chatbot from scratch using Python, ChromaDB, and Claude. Load documents, create a vector index, retrieve relevant chunks, and generate grounded answers.

Categories AI & Automation Tags Claude API, LLM, RAG, Tutorial

How to Get Your Anthropic Claude API Key

June 11, 2026May 13, 2026 by Калина Сергій
How to Get Your Anthropic Claude API Key

Step-by-step guide to getting an Anthropic API key: account setup, key creation, secure storage, rate limits, and pricing overview.

Categories AI & Automation Tags Anthropic, Claude API, Tutorial

Claude API Node.js & TypeScript Tutorial: @anthropic-ai/sdk, Streaming & Prompt Caching (2026)

June 12, 2026May 8, 2026 by Калина Сергій
How to Use Claude API with Node.js

Complete guide to @anthropic-ai/sdk for Node.js and TypeScript: messages.create, streaming responses, prompt caching with cache_control (ephemeral), multi-turn conversations, and error handling. Working code examples for every step.

Categories AI & Automation Tags Anthropic, Claude API, Tutorial

How to Build an MCP Server with Claude: Complete Tutorial (2026)

June 12, 2026May 6, 2026 by Калина Сергій

Learn how to build a Model Context Protocol (MCP) server in Python and connect it to Claude Desktop or Claude Code. Step-by-step tutorial with working code examples.

Categories AI & Automation Tags AI, Claude API, MCP, Python, Tutorial

RAG Tutorial with Python: Build a Retrieval-Augmented Generation System

June 11, 2026May 5, 2026 by Калина Сергій
RAG Tutorial with Python: Build a Retrieval-Augmented Generation System

Learn how to build a RAG (Retrieval-Augmented Generation) system from scratch in Python. Covers embeddings, vector search, and generation with Claude API — with a complete working example.

Categories AI & Automation Tags LLM, Python, RAG, Tutorial, Vector Database
Older posts
Newer posts
← Previous Page1 Page2 Page3 Page4 Next →
Serhii Kalyna
Serhii Kalyna
Senior Dev · AI & Automation

18+ years building web apps. Now focused on AI development and LLM integrations — sharing what actually works in production.

About me ↗Contact
  • AI & Automation
  • Behavioral Design Patterns
  • Blog
  • Creational Patterns
  • Design Patterns
  • Docker
  • GIT
  • Linux
  • MySQL
  • SOLID Principles
  • Structural Design Patterns
© 2025 Блог Сергія Калини