Jul 3, 2026 · Operations

When to Deploy an LLM Gateway? Complete Guide to Architecture, Routing, Cost, and Security

This article analyzes why direct SDK integration breaks down as LLM usage scales, outlines the governance problems a gateway solves—including unified interfaces, smart routing, failover, cost control, security, and observability—compares major open‑source and hosted gateway solutions, and provides step‑by‑step guidance for building, configuring, and operating a production‑grade LLM gateway.

LLM gatewayLiteLLMModel Routing

0 likes · 23 min read

When to Deploy an LLM Gateway? Complete Guide to Architecture, Routing, Cost, and Security

Architect's Alchemy Furnace

Jul 3, 2024 · Artificial Intelligence

Deploy ChatGLM3‑6B with FastGPT, One‑API, and M3E on Linux

This guide walks you through deploying the ChatGLM3‑6B large language model locally, adding the M3E vector embedding model, setting up One‑API and FastGPT with Docker, configuring environments, fine‑tuning with LoRA, and testing the integrated knowledge‑base Q&A system.

ChatGLM3DockerFastGPT

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Deploy ChatGLM3‑6B with FastGPT, One‑API, and M3E on Linux

One API

When to Deploy an LLM Gateway? Complete Guide to Architecture, Routing, Cost, and Security

Deploy ChatGLM3‑6B with FastGPT, One‑API, and M3E on Linux