#RAG testing
2864 related articles
Product Reviews·3 min
GPT-OSS 120B Local Deployment Review: Comprehensive Comparison with O4 Mini on Code Generation and Reasoning
Hands-on review of OpenAI's first open-weight reasoning model GPT-OSS 120B, locally deployed via Ollama, benchmarked against O4 Mini on code generation, reasoning, and UI design.
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Tutorials·4 min
Whisper Local Deployment Guide: Step-by-Step Setup for a Free Speech-to-Text Tool
Step-by-step tutorial for locally deploying OpenAI Whisper speech recognition, covering Conda setup, PyTorch installation, model selection, and transcription operations with free SRT subtitle generation.
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Product Reviews·3 min
Gemma 4 Deep Dive: Running Google's Top-Tier AI Free and Offline
Deep dive into Google's Gemma 4 open-source AI: local deployment tutorial, head-to-head comparison with ChatGPT, and offline phone demo. Four model sizes from mobile to workstation, zero-code setup via LM Studio, fully private and forever free.
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Tutorials·3 min
FastAPI Beginner's Guide: Four Core Advantages and ASGI Architecture Explained
Deep dive into FastAPI's four core advantages: high-performance async IO, type hints, automatic API docs, and ease of use. Learn the CGI to WSGI to ASGI protocol evolution.
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Tutorials·3 min
GPT-OSS-20B Private Deployment Guide: Hardware Selection + Deployment Process + Performance Testing
Complete guide to privately deploying OpenAI's open-source GPT-OSS-20B: GPU selection (RTX 5090/V100/4070Ti), Linux deployment steps, API configuration, and real-world benchmarks with 120B hardware comparison.
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Product Reviews·3 min
OpenAI Codex Desktop In-Depth Review: Skills System, Three Execution Modes & Hands-On Experience
In-depth review of OpenAI Codex Desktop: Skills system installation & customization, Local/Worktree/Cloud execution modes compared, workspace management & security controls for AI-powered development.
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Tutorials·3 min
Build a Local Image Generation MCP Server with One Prompt: Let Codex Batch Generate and Edit Images
Learn how to build a local image generation MCP Server with one Prompt, letting Codex call Flux models for zero-token batch image generation and editing.
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Tutorials·3 min
LocalAI Tutorial: Deploy LLMs Locally Without a GPU Using Docker
Complete LocalAI deployment tutorial: run nearly 1,000 open-source LLMs locally without a GPU. One-click Docker setup, OpenAI API compatible, supports chat, image generation, and voice — fully private.
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Tutorials·4 min
OpenAI Codex Automated Registration Bot: Zero-Cost Deployment Tutorial
Complete guide to deploying OpenAI Codex automated registration bot at zero cost, covering three core components, proxy setup, free email configuration, and account sync to produce 200 accounts in 10 hours.
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Tutorials·3 min
Codex Cache Cleanup Guide: A Hands-On Tutorial for Slimming Down the .codex Folder
Guide to cleaning OpenAI Codex's local .codex folder cache, including deleting conversations with community Python tools, cleaning logs.sqlite, and periodic archiving to slim from 17MB to 41KB.
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Tutorials·4 min
Gemini CLI Tutorial: Free Million-Token AI Terminal Tool Installation & Hands-On Guide
Complete guide to Google Gemini CLI: installation, authentication troubleshooting, file batch processing, MCP browser automation, and AI coding. 1000 free daily calls with 1M token context window.
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Tutorials·3 min
Gemini CLI Free Integration with Cline/RooCode Tutorial: Zero-Cost AI Coding Setup Guide
Step-by-step tutorial on integrating Gemini CLI with Cline and RooCode for free. Get 1000 daily requests to Gemini 2.5 Pro for AI-assisted coding at zero cost.
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Product Reviews·3 min
Rovo Agent: 20 Million Free Tokens Daily, #1 on SWE-bench AI Coding CLI Tool
Rovo Agent is Atlassian's AI coding CLI tool offering 20M free Claude 4 Sonnet tokens daily, ranked #1 on SWE-bench. Learn about its adaptive memory system, installation, and hands-on experience.
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Product Reviews·3 min
Trae Agent Open-Sourced: Complete Guide to ByteDance's Free AI Coding CLI Tool
Deep dive into ByteDance's open-source Trae Agent — the free AI coding CLI tool topping SWE-bench. Covers installation, features, and comparisons with Claude Code and Gemini CLI.
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Tutorials·4 min
2025 LLM Career Transition Roadmap: A Three-Phase Plan from Foundations → Frameworks → Real-World Projects
A systematic 2025 LLM career transition roadmap covering Python, Transformers, LangChain, LlamaIndex, RAG, Agent development, and fine-tuning across three phases achievable in 2-3 months.
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Product Reviews·3 min
Qwen Code CLI Hands-On Review: Complete Installation & Configuration Guide for Alibaba's Open-Source AI Coding Agent
Hands-on review of Alibaba's open-source Qwen Code CLI command-line coding tool, covering installation, API configuration, development experience, and comparison with Claude Code. Powered by a 480B parameter MoE model.
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Tutorials·3 min
Gemini CLI Installation Guide: Complete Tutorial for Using Gemini 3 Free in Your Terminal
Step-by-step guide to install Gemini CLI and use Google's Gemini 3 model free in your terminal. Covers Node.js setup, CLI installation tips, login, model switching, and local file reading.
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Tutorials·3 min
Free Gemini 3 Pro API Tutorial: Hands-On Integration Guide for Claude Code & Cherry Studio
Complete tutorial on using Anti-Graffiti Tools to call Gemini 3 Pro API for free, covering Claude Code, Gemini CLI, and Cherry Studio integration methods.
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Tutorials·3 min
Getting Started with Coze: A Complete Guide to Building AI Agents from Scratch
A detailed guide to ByteDance's Coze AI development platform, covering core advantages, domestic vs. international versions, agents vs. apps, and step-by-step instructions for building AI agents from scratch.
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Product Reviews·4 min
Claude Code In-Depth Review: Installation, Configuration & Comparison with Cursor and TRAE
In-depth analysis of Claude Code's core advantages including full-project context understanding, code generation accuracy comparison, and automated debugging, plus detailed installation guide and comparison with Cursor, TRAE, and Codex.
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