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Michael Johnson

Michael Johnson: API Integration & AI Deployment Expert

Best LLMs for Tool Calling in 2026: 9 Models Compared
Michael Johnson|2026/10/30|English

Best LLMs for Tool Calling in 2026: 9 Models Compared

Compare nine function-calling LLMs by documented tool support, API restrictions, pricing, and agent fit. Separate valid JSON from correct, successful tool execution.
Best LLMs for RAG in 2026: 9 Models for Grounded Answers and Cost
Michael Johnson|2026/10/29|English

Best LLMs for RAG in 2026: 9 Models for Grounded Answers and Cost

Compare nine RAG generation models for evidence-grounded answers, citations, context capacity, and cost. Learn how generation differs from embedding retrieval.
Best Embedding Models for RAG in 2026: 9 Models Compared
Michael Johnson|2026/10/28|English

Best Embedding Models for RAG in 2026: 9 Models Compared

Compare nine RAG embedding models by input limits, dimensions, multimodal support, retrieval fit, and deployment cost. Separate vector retrieval from answer generation.
How to Get Kimi K3.1 Pro API Access and Build a Code Review Tool
Michael Johnson|2026/10/28|English

How to Get Kimi K3.1 Pro API Access and Build a Code Review Tool

Get Kimi K3.1 Pro API access on GPTProto. Copy the guide to your AI coding assistant, build a code review tool, and estimate token costs.
Best Unified AI APIs for Accessing Hundreds of Models: 11 Platforms Compared
Michael Johnson|2026/10/27|English

Best Unified AI APIs for Accessing Hundreds of Models: 11 Platforms Compared

Unified AI APIs for multi-model access: compare 11 platforms by model coverage, pricing, OpenAI compatibility, routing, deployment and data policies to choose a service for language, image, video or audio workflows.
Claude Fable 5.5 是什麼？洩漏消息、發布狀態與已確認事實
Michael Johnson|2026/10/19

Claude Fable 5.5 是什麼？洩漏消息、發布狀態與已確認事實

Claude Fable 5.5 真的存在嗎？查看 Azure 外洩傳聞、發布狀態、定價傳聞、Claude Code 的可用性，以及 Anthropic 實際確認的資訊。
How to Use Muse Wonder API: A Step-by-Step Guide
Michael Johnson|2026/10/15|English

How to Use Muse Wonder API: A Step-by-Step Guide

Learn how to use Muse Wonder 1.0 through GPTProto, from creating an API key to sending curl and Python requests and reading Chat Completions responses. This guide covers authentication, token pricing, rate limits and troubleshooting common API errors.