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Калина Сергій

Vector Databases Comparison: Pinecone vs Chroma vs Weaviate (2026)

May 8, 2026May 8, 2026 by Калина Сергій

Practical comparison of Pinecone, Chroma, and Weaviate for RAG applications — setup, performance, pricing, and when to use each.

Categories Journal

Building a Telegram Bot with Claude API (Python, 2026)

May 8, 2026May 8, 2026 by Калина Сергій

Step-by-step tutorial: build a Telegram bot powered by Claude API — message handling, conversation memory, and deployment.

Categories Journal

RAG vs Fine-Tuning: When to Use Which (Developer’s Guide)

May 8, 2026May 8, 2026 by Калина Сергій

A practical comparison of RAG and fine-tuning for LLMs — when each approach makes sense, with code examples and decision criteria.

Categories Journal

n8n + Claude API: Complete Automation Guide (2026)

May 8, 2026May 8, 2026 by Калина Сергій

How to build powerful AI automations using n8n and Claude API — webhooks, HTTP nodes, prompt chaining, and real workflow examples.

Categories Journal

LangChain for Beginners: Complete Guide (2026)

May 8, 2026May 8, 2026 by Калина Сергій

A practical introduction to LangChain — chains, memory, agents, and RAG — with working Python examples you can run today.

Categories Journal

How to Use Claude API with Node.js (Complete Guide, 2026)

May 8, 2026May 8, 2026 by Калина Сергій

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Categories Journal

How to Configure Cloudflare for WordPress: Caching & Security Headers

May 7, 2026 by Калина Сергій

If you run a WordPress blog, Cloudflare is one of the highest-leverage free tools you can add. It sits between your visitors and your server, caches pages so your origin never gets hammered, and lets you add security headers in seconds — no plugin required. In this guide you will configure Cache Rules and Security … Read more

Categories Linux Tags AI

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

May 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

May 6, 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
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