From idea to finished article

Your Article's Journey

Follow the process of creating quality content from start to finish. Each stage is optimized for maximum quality.

kotia.app
Topic Analysis
Structure Creation
Information Search
Section Writing
Translation & Validation
Fact-checking
Link Placement
Editorial Review
HTML Formatting
Scroll down to see the process
01

Your Request

Describe what you need in the chat — a sentence or a paragraph. The AI assistant will determine the optimal format, style, and depth of coverage.

kotia.app — Chat
Write an article about installing local DeepSeek — a detailed guide for beginners
Creating your article. This will take about 30 minutes...
02

Topic Analysis

Intelligent analysis determines content type, target audience, and topic complexity. The ideal strategy is selected for maximum results.

AI Analysis Engine
$ Analyzing topic...
Content type: Tutorial
Target audience: Beginners
Complexity: Medium
Estimated length: 15,000 chars
Creating structure...
03

Structure Creation

A professional structure is formed: compelling title, introduction, 5-15 thematic sections, FAQ, and conclusion. Each section receives a clear task.

Article Outline
How to Install Local DeepSeek
Introduction
System Requirements
Minimum Requirements
Recommended Requirements
Step-by-Step Installation
Setup and Configuration
FAQ
Conclusion
04

Information Search

30+ queries to authoritative sources: official documentation, research, expert articles. Only verified data — no hallucinations.

05

Section Writing

A team of 8 AI experts works in parallel. Each specializes in their section, ensuring depth and expertise in every paragraph.

section-3.md
section-4.md
Section 5 of 8...
1 ## Step-by-Step Installation
2
3 The DeepSeek installation process consists of several steps...
4
5 ### 1. System Preparation
6
7 Make sure your system meets
06

Translation & Validation

Professional translation preserving meaning and style. Linguistic verification ensures natural text in the target language.

EN → RU
Make sure your system meets the requirements...
Make sure your system meets the requirements...
Linguistic validation
Length: 95% of original
Text naturalness
07

Fact-checking

A separate AI with internet access verifies every claim. Inaccuracies are corrected automatically — you receive only reliable information.

Fact-Checking Engine 43 facts verified
DeepSeek requires 24GB VRAM for optimal performance
Source: Official documentation
Supports CUDA 11.8 and above
Source: GitHub repository
Python 3.8 → Python 3.10+ required
Corrected from latest docs
08

Link Placement

10-20 links to authoritative sources: documentation, research, official sites. Increases reader trust and article SEO ranking.

09

Editorial Review

Multi-level editing: grammar, style, readability, logic, removing repetitions, adding transitions. The text is polished to perfection.

Grammar and punctuation
Readability improvement
Duplicate removal
Logic verification
Paragraph optimization
Adding transitions
Final polish
- System should meet minimum requirements
+ Make sure your system meets the minimum system requirements
10

HTML Formatting

Professional formatting following web standards: proper heading hierarchy, lists, quotes, code blocks. Ready for immediate publication.

Article Preview

How to Install Local DeepSeek

In this guide, we'll walk through the step-by-step installation process...

System Requirements

  • Python 3.10 or higher
  • CUDA 11.8+ for GPU acceleration
  • 24GB VRAM (recommended)
pip install deepseek
14,832 characters
SEO Score: 95/100
~8 min read
Done!

Article ready in 30 minutes

SEO-optimized, fact-checked article with authoritative links and beautiful HTML formatting. All automatic.

12 stages
of processing
8 agents
AI specialists
30 minutes
average time