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أحدث المقالات بالعربية
تغطية يومية للذكاء الاصطناعي والتقنية بلغتك.
أخطاء Ollama الشائعة وحلولها (من واقع 6 أشهر استخدام يومي)
تسعة أخطاء تكررت معي أكثر من غيرها، ومعها الحل الذي نجح فعلاً — من نقص الذاكرة إلى مخرجات JSON غير الصالحة.
كيف شغّلت نموذج ذكاء اصطناعي على لابتوب بدون كرت شاشة (تجربتي الكاملة 2026)
معالج i5 و16 جيجا رام وبدون كرت شاشة منفصل: 9 كلمات في الثانية على نموذج 7B. الإعدادات التي غيّرت النتيجة والأخطاء التي أهدرت وقتي.
كيف تبني وكيل ذكاء اصطناعي يعمل على جهازك بدون إنترنت (Ollama + MCP) — جرّبته 3 أسابيع (2026)
بنيت وكيل AI محلي يقرأ ملفاتي وينفّذ أوامر على جهازي بدون إرسال أي بيانات للسحابة. هذه الخطوات الحقيقية، الأخطاء التي واجهتني، والحل الدقيق لكل واحدة.
Latest Stories
Page 3 of 8 · 190 storiesDeepSeek-R1 Shows Its <think> Tags in the Output — Here Is How I Strip Them
DeepSeek-R1 prints its whole reasoning chain before the answer. Three ways I remove it: prompt-level, API-level parsing, and a small wrapper I use in every script.
How Much RAM Do You Actually Need for Local AI? I Tested 8, 16, 32 and 64GB
Four machines, same four tasks. 16GB is the real threshold, and the 64GB results were identical to 32GB on everything except one case.
I Replaced Copilot With a Fully Offline AI Assistant in VS Code
Continue + Ollama + Qwen Coder: code completion and chat inside VS Code with no account, no API key, and no code leaving the laptop.
Ollama Running Slow? 7 Fixes That Actually Worked on My Machine
Same laptop, same 7B model: 4 tokens/s before, 31 after. Seven settings were wrong. Here is the exact order I check them in.
Transcribing Audio Locally with Whisper: My Actual Workflow (No Uploads)
Two hours of interview audio transcribed on a laptop in eleven minutes, offline. The model size that is worth it, the flags that matter, and how I handle speaker names.
Self-Hosting n8n on a $6 VPS: Full Setup, Backups Included
Docker compose file, HTTPS, backups, and the memory limit that stopped my instance dying every three days. Running cost: about six dollars a month.
Fine-Tuning a Small Model on a Laptop with LoRA: Start to Finish
I fine-tuned a 3B model on 800 support tickets using a 12GB GPU. Dataset format, hyperparameters that worked, and how I knew it had gone wrong.
Which GPU Should You Buy for Local AI in 2026? (I Tested Five Price Brackets)
VRAM is the only spec that decides what you can run. Here is what each budget tier actually gets you, with measured tokens per second and the models that fit.
MCP Servers, Explained by Someone Who Wired Five of Them Up
What the Model Context Protocol actually does, a working config you can copy, and the security mistake I nearly made on day one.
How to Run a Local LLM on 8GB of RAM (What Actually Works in 2026)
I tested seven small models on an 8GB laptop with no dedicated GPU. Three were genuinely usable, four were not. Here is the exact setup, the quantization that worked, and the errors I hit.
CUDA Out of Memory: 9 Fixes That Actually Worked on My GPU
The full error, what each number in it means, and nine fixes ordered by how likely they are to solve your problem — starting with the two that fix it 80% of the time.
How I Cut My OpenAI API Bill by 71% Without Changing the Product
Seven changes, ranked by how much money each one saved. Caching was the biggest. Model routing was second. Prompt trimming barely mattered.
Ollama vs LM Studio vs Jan: I Used All Three for a Month
Three local AI apps, one month, the same laptop. Which one you should install depends on whether you want a terminal, a GUI, or something your non-technical colleague can use.
I Built a Chatbot for My Own Documents in One Evening (Free, Local, No API Key)
A working RAG setup over a folder of PDFs using Ollama and Chroma. Full code, the two mistakes that made my answers wrong, and how I fixed retrieval quality.
iPhone 18 Pro Leaks: Release Date, Specs and Price (2026 Guide)
Every credible iPhone 18 Pro leak in one place: expected September 2026 release date, A20 Pro 2nm chip, under-display Face ID, variable aperture camera and realistic pricing.
Top 5 Free Cursor AI Alternatives for Open-Source Coding (2026, Tested)
We tested 11 AI editors on real open-source repos. These five free Cursor alternatives match its workflow at zero cost — including fully offline local models.
How to Run DeepSeek-R1 Offline on Mac mini M4 (Step-by-Step 2026 Guide)
Install Ollama, pull the right DeepSeek-R1 distill for your unified memory, and run a private reasoning model on a Mac mini M4 with no internet and no subscription.
Best Zero-Cost AI Tools for Automated Crypto Scalping in 2026 (Tested)
A realistic look at the zero-cost AI stack for automated crypto scalping: which open-source bots work, what they cost in fees, and a 30-day validation protocol.
Best AI Tools for Freelancers in 2026: 17 Tools That Actually Save Billable Time
A practical list of the best AI tools for freelancers: writing, research, proposals, automation, design, video, coding and client management workflows.
AI-Powered Freelance Services Clients Pay For in 2026: 12 Productized Offers
A practical list of AI-powered freelance services small businesses actually buy: automations, content systems, chatbot QA, research briefs and workflow setup.
AI Jobs With No Degree in 2026: 9 Real Roles Beginners Can Start From Home
A practical guide to AI jobs with no degree: AI training, prompt evaluation, data annotation, AI support, freelancing and portfolio steps for beginners in the US.
7 Proven AI Side Hustles in the USA to Make $5,000+ Monthly (August 2026 Update)
Discover the 7 highest-paying AI side hustles in the USA for 2026 — from AI Content Humanization to GEO SEO. Step-by-step launch guide, real rates ($150/hr+), and the exact tools US freelancers use to hit $5,000/month.
5 Best GitHub Copilot Alternatives in 2026 (Tested for Accuracy & Speed)
After 90 days of production testing, here are the 5 best GitHub Copilot alternatives in 2026 — Cursor, Windsurf, Tabnine and more, ranked by accuracy, speed, context window, and price.
Best AI SEO Tools in 2026: The Complete Comparison Guide
The 12 AI SEO tools that actually move rankings in 2026, ranked by content quality, technical audits, keyword clustering, and price.
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