LLM Archives - Page 3 of 5

Deploying Text Generation Inference (TGI) with Docker for High-Performance LLM Serving

May 22, 2026

Ditch slow Python wrappers for LLMs. Learn how to deploy Hugging Face's Text Generation Inference (TGI) with Docker to achieve high-throughput, low-latency AI serving.

Self-Hosting Langfuse: A Hands-On Guide to LLM Observability

May 22, 2026

Ditch the guesswork in AI development. This production-tested guide shows you how to self-host Langfuse for full LLM observability, tracking everything from RAG latency to token costs.

Building Reliable AI Agents with Smolagents: A Shift to Code-Centric Logic

May 20, 2026

Move beyond brittle JSON tool-calling. This guide shows you how to build autonomous AI agents with smolagents that write and execute Python code to solve complex tasks.

Mastering Llama-Factory: A Pro’s Guide to Fine-Tuning LLMs on Linux

May 17, 2026

Ditch generic AI responses. Master Llama-Factory on Linux to fine-tune LLMs for your specific needs using a professional WebUI and CLI workflow.

Stop ‘Vibe Checking’ Your Prompts: A Practical Guide to DeepEval

May 11, 2026

Move past manual 'vibe checks' and learn how to automate LLM quality assurance. This guide covers using DeepEval to unit test prompts for faithfulness, relevancy, and hallucinations.

Build a Real-Time AI Research Agent: LangChain and Tavily API Guide

May 9, 2026

Build a production-ready AI Research Agent using LangChain and Tavily. Learn how to connect LLMs to the live internet for accurate, real-time data synthesis in Python.

Build a Smarter Inbox: Automating Email Triage with LangChain and the Gmail API

May 7, 2026

Ditch the manual triage. Learn how to build a production-grade system using LangChain for email classification and the Gmail API to automate drafting, cutting response times from hours to minutes.

Boost Your Local LLM Speed: A Hands-On Guide to Speculative Decoding

May 6, 2026

Boost your local LLM speed by 2x or more. This guide covers the practical setup for Speculative Decoding using llama.cpp and vLLM on consumer GPUs.

Stop Building Forgetful Bots: A Guide to Long-Term AI Memory with Mem0

May 3, 2026

AI agents shouldn't forget who you are. This guide shows you how to use Mem0 and Python to implement persistent long-term memory, allowing your bots to remember user preferences across sessions while reducing token costs.

Stop Burning Credits: LLM Cost Optimization with GPTCache and Redis

May 1, 2026

Reduce LLM API costs by 80% and cut latency from seconds to milliseconds. This guide explores implementing production-grade semantic caching using GPTCache and Redis.