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All tutorials
parallelizing-llm-task-matching-pipeline
Tutorial
Aug 17, 2026
10 min read

How Parallel LLM Task-Matching Cuts Latency 4x Without Breaking Logic

How to parallelize an LLM task-matching pipeline for Redmine/Jira using semantic retrieval and reconciliation, cutting p50 latency ~4x without breaking task hierarchy logic.
building-a-dlp-layer-for-envoy-ai-gateway
Tutorial
Jul 30, 2026
17 min read

Block Sensitive Data Before It Reaches Model-as-a-Service with Envoy AI Gateway

A hands-on tutorial: stop customer data and credentials from leaking into LLM prompts using Envoy AI Gateway and a custom DLP proxy with real latency and accuracy numbers.
building-a-personal-llm-wiki-part-1-distill-dont-chunk-and-vector
Tutorial
Jun 05, 2026
11 min read

Building a Personal LLM Wiki (Part 1): Distill, Don’t Chunk and Vector

Learn how to build a personal LLM wiki without a vector database by distilling source material into structured concept pages that are easier to read, audit, and reuse.
RAG embedding ảnh
Tutorial
Nov 07, 2024
5 min read

Harnessing Distributed Training for LLMs: Single-Node and Multi-Node Configurations with UCX on InfiniBand

This blog provides a proof of concept (PoC) for building and training Large Language Models (LLMs) using open-source tools