#LiteLLM
70 related articles
·4 min
Complete Guide to Connecting External Models in Codex: Two Methods to Unlock Full Capabilities
Two methods for connecting external models to Codex: manually configure keys via relay services, or use the CC Tool to auto-bridge GPT, DeepSeek, and more. Covers auth/config files, CC Tool usage, and multi-model switching.
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·6 min
10 Billion Tokens in Practice: An In-Depth Review of Codex's Long-Horizon Engineering Capabilities
Creator Ajiang burned 10B Tokens on Codex to migrate cc-haha from Tauri 2 to Electron. A deep dive into Codex's long-horizon engineering, Computer Use, costs, and practical advice for developers.
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·6 min
Codex Beginner's Guide: Four Product Forms Explained, Plus Comparison with Claude Code and Cursor
In-depth analysis of OpenAI Codex's four usage forms, comparing Codex, Claude Code, and Cursor across price, stability, and frontend/backend fit to help developers choose the right AI programming tool.
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·7 min
Hermes Agent Deep Dive: An AI Agent Framework That Uses Fewer Tokens Than Open Cloud
Full comparison of Hermes Agent vs Open Cloud: lower token usage, 200+ model support, auto Skill encapsulation, WeChat/DingTalk integration. A cost-effective AI Agent alternative for long-term deployment.
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Developer's TTS API Selection Guide: O…
·3 min
Developer's TTS API Selection Guide: OpenAI vs. ElevenLabs vs. Grok vs. Cartesia
Deep comparison of TTS APIs: OpenAI, ElevenLabs, xAI Grok, and Cartesia — covering audio quality, latency, pricing, voice cloning policies, and AI Gateway architecture to help developers find the right fit.
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·2 min
MiniMax Model Real-World Test: The Ultimate Cost-Effective Choice for Ultra-Long Research Tasks
Developer tests MiniMax model running 16 hours on research tasks at a fraction of GPT-4o and Claude costs. Analysis of cost advantages, use cases, and multi-model strategies.
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·2 min
Claude Code Installation Guide: Complete Tutorial for Connecting to the DeepSeek Model
Step-by-step guide to installing Claude Code and connecting it to DeepSeek V4 Pro via CC Switch proxy, covering setup, API configuration, and troubleshooting.
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·3 min
Claude Code Money-Saving Guide: Replace Opus with DeepSeek to Cut Costs by 30x
Compare Claude Code + Opus, Open Code + DeepSeek, and Claude Code + DeepSeek for agent data processing. Learn how to cut costs by 30x while maintaining 88-90% accuracy.
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·3 min
5 Steps to Connect Codex with DeepSeek — No GPT Account Required
Step-by-step tutorial: Connect Codex to DeepSeek API via CC Switch in 5 steps. No GPT account needed — use AI coding features like code completion and Skill plugins at lower cost.
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·4 min
Local Deployment of Claude Code: Principles and Practical Guide for Three Approaches
A detailed guide to locally deploying Claude Code with three approaches (LM Studio, Ollama, vLLM), covering architecture, protocol translation, hardware selection, and model recommendations.
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·3 min
Claude Code with Local LLMs: Token-Free Deployment Guide & Configuration
Learn how to connect Claude Code to local LLMs for token-free AI coding. Covers three-layer architecture, Ollama/LM Studio/vLLM setup, protocol translation, and hardware selection.
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·3 min
CC Switch Tutorial: Connect Claude Code to Domestic Chinese LLMs Without a VPN
Step-by-step tutorial on using CC Switch to connect Claude Code to DeepSeek, Kimi, and other Chinese LLMs without a VPN or Claude account for low-cost AI coding.
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·3 min
Claude Code Local Deployment: A Practical Guide to Connecting Local LLMs
Complete guide to deploying Claude Code locally with Ollama, LM Studio, or vLLM. Covers architecture, protocol translation, hardware requirements, and model selection for zero-cost, private AI coding.
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·3 min
Free Claude Code and Codex for Chinese Developers: CC Switch Configuration Guide
Learn how to use the open-source tool CC Switch to connect Claude Code and OpenAI Codex with domestic Chinese LLM APIs like DeepSeek, enabling free access to top AI coding tools.
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·3 min
Claude Code Desktop Without an Account: Connect DeepSeek Models + Full Chinese Localization Guide
Step-by-step guide to using Claude Code Desktop without an account, connecting DeepSeek models via CC Switch, and applying Chinese localization patches.
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·2 min
Model Router Prism Integrates Fable 5: 30% Cost Reduction Without Quality Loss
AI model router Prism announces Fable 5 integration, achieving up to 30% cost reduction per task without quality loss through per-turn intelligent routing and cache-aware technology.
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·3 min
Claude Code Desktop Configuration Guide: Login-Free Setup + Chinese Localization + DeepSeek Integration
Complete guide to configuring Claude Code Desktop: login-free setup via Developer Mode, DeepSeek integration through CC Switch, Chinese localization, and custom Skill loading.
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·2 min
Xiaomi Million Token Free Claim Tutorial: Connecting to Claude Code via CC Switch
Step-by-step guide to claiming Xiaomi's free million tokens and connecting their large model to Claude Code via CC Switch for zero-cost AI-assisted programming.
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·2 min
Codex++ Hands-On: Complete Guide to Connecting Chinese LLMs Without a ChatGPT Account
Step-by-step tutorial on using Codex++ to connect Chinese LLMs like DeepSeek and Tongyi Qianwen without a ChatGPT account, with full Computer Use and plugin support.
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·4 min
Firebase AI Logic Update: Expanded Model Support and Enhanced Output Integrity Explained
Firebase AI Logic gets major updates at Google I/O, expanding AI model support and enhancing output integrity. Learn how these changes impact developers.
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