Llm | martinuke0's Blog

Illustration of Rust and multiple LLM provider logos connected by code.

Implementing Liter-LLM: Architecting Rust-Powered Polyglot Bindings for Multi-Provider LLM Integration at Scale

Explore the Rust‑centric architecture, FFI patterns, and scaling tricks that let you serve multiple LLM providers from a single, high‑performance service.

Illustration of Rust code weaving together multiple LLM provider icons.

Implementing Liter-LLM: Architecting Rust-Powered Polyglot Bindings for Multi-Provider LLM Integration and Production Pipelines

A deep dive into the design, Rust implementation, and deployment patterns that enable multi‑provider LLM integration at enterprise scale.

Diagram of a retrieval‑augmented generation pipeline with vector store and LLM.

Architecting Production-Ready Retrieval-Augmented Generation: Patterns, Scalability, and Enterprise Infrastructure Services

A deep dive into designing, scaling, and operating Retrieval‑Augmented Generation pipelines in the enterprise, with concrete patterns and service choices.

Illustration of Rust gear meshing with LLM provider icons.

Implementing Liter-LLM: Architecting Rust-Powered Polyglot Bindings for Multi-Provider LLM Integration and Production Pipelines

A deep dive into Liter-LLM’s Rust architecture, polyglot bindings, and production‑ready patterns for integrating OpenAI, Anthropic, and Azure OpenAI.

A compact neural network diagram overlayed on a tiny edge device.

Optimizing Small Language Models: Pruning, Quantization, and Techniques for Local Edge Inference

A practical guide for engineers who need to run LLMs on edge hardware, covering pruning, quantization, and architecture patterns that keep latency low and memory tight.