#retrieval-augmented generation

1372 related articles

Jul 13, 2026·3 min

Understanding RAG from Scratch: A Complete Guide to Retrieval-Augmented Generation

RAG (Retrieval-Augmented Generation) is a key technology for solving LLM hallucinations. This guide breaks down how RAG works, its advantages, and real-world use cases — no math required.

Getting Started with RAG: What Is Retrieval-Augmented Generation and How Does It Solve LLM Hallucination?

Tutorials

Jun 3, 2026·2 min

Getting Started with RAG: What Is Retrieval-Augmented Generation and How Does It Solve LLM Hallucination?

RAG (Retrieval-Augmented Generation) is the core solution for LLM hallucination. Learn RAG concepts, how it works, three causes of hallucination, and the complete learning path from basics to Knowledge Graph RAG.

Getting Started with RAG: A Complete Guide from LLM Hallucinations to Retrieval-Augmented Generation

Deep Dives

May 27, 2026·3 min

Getting Started with RAG: A Complete Guide from LLM Hallucinations to Retrieval-Augmented Generation

A deep dive into RAG (Retrieval-Augmented Generation) technology, covering LLM hallucinations, data staleness, and limited expertise, plus RAG workflows, core components, and LangChain learning paths.

LightningRAG: A Full-Stack RAG Framework in Go, Built with Vue + Gin for High-Performance Retrieval-Augmented Generation

Product Reviews

May 20, 2026·2 min

LightningRAG: A Full-Stack RAG Framework in Go, Built with Vue + Gin for High-Performance Retrieval-Augmented Generation

LightningRAG is an open-source full-stack RAG framework built with Vue and Gin, supporting knowledge base management, vector search, and multi-model integration. A deep dive into its architecture and comparison with LangChain and Dify.

Jul 30, 2026·3 min

AI Toolkit for Law Students: An Efficiency Guide from Reading & Research to Note Management

Practical AI efficiency tools for law students covering document reading (NotebookLM, ChatPDF), note systems (Obsidian, Notion), time management (Reclaim.ai), and email processing with workflow principles.

Jul 30, 2026·3 min

AI Toolkit for Law Students: An Efficiency Guide from Reading & Research to Note Management

Jul 30, 2026·2 min

OpenAI and US Government Meeting Map Error: A Crisis of Trust in AI Accuracy

An Africa map labeling error at a joint OpenAI-US government AI meeting sparks debate about AI accuracy, data bias, and public trust in the AI era.

Jul 30, 2026·2 min

OpenAI and US Government Meeting Map Error: A Crisis of Trust in AI Accuracy

An Africa map labeling error at a joint OpenAI-US government AI meeting sparks debate about AI accuracy, data bias, and public trust in the AI era.

Jul 30, 2026·3 min

Mistral Deepens Partnership with Microsoft: How Sovereign AI Is Landing in the European Enterprise Market

Mistral expands its strategic partnership with Microsoft, delivering controllable frontier AI to Europe's regulated industries through open-weight models and Azure Local deployment.

Jul 30, 2026·3 min

Mistral and Microsoft Deepen Partnership: How Sovereign AI Is Landing in the European Enterprise Market

Mistral and Microsoft expand their strategic partnership, delivering controllable frontier AI to Europe's regulated industries through open-weight models and Azure local deployment.

Jul 30, 2026·2 min

AI Search Console: Track Your Brand's Visibility in ChatGPT/Claude/Gemini

AI Search Console is a GEO tool that tracks brand mentions, rankings, and citations across ChatGPT, Claude, Gemini, and Perplexity, turning AI visibility into quantifiable data.

Jul 30, 2026·2 min

Memmy Agent: A Cross-Platform AI Memory Sharing Tool and Local-First Personal Memory Hub

Memmy Agent is a local-first, open-source AI memory hub enabling cross-platform memory sharing across Claude Code, Codex, and more. Free 2M token tier included.

Jul 30, 2026·2 min

Memmy Agent: Cross-Platform AI Memory Sharing Tool, A Local-First Personal Memory Hub

Memmy Agent is a local-first open-source AI memory hub enabling cross-platform memory sharing across Claude Code, Codex, and more. Free 2M tokens included.

Jul 30, 2026·2 min

AI Search Console: Track Your Brand's Visibility in ChatGPT/Claude/Gemini

AI Search Console is a GEO tool that helps brands track mentions, rankings, and citations across ChatGPT, Claude, Gemini, and Perplexity, turning AI visibility into quantifiable data.

Jul 30, 2026·2 min

Pally: An AI Messaging Assistant Embedded in iMessage and WhatsApp That Automatically Replies on Your Behalf

Pally is an AI assistant natively integrated with iMessage and WhatsApp that monitors your inbox, alerts you to important messages, and auto-replies in your tone.

Jul 30, 2026·3 min

Jina v3 Matryoshka Embeddings in Practice: Cut Vector Storage Costs by 75%

Use Jina v3 Matryoshka embeddings to truncate 1024-dim vectors to 256-dim, cutting Pinecone storage costs by 75% while maintaining retrieval quality with task-specific LoRA adapters and circuit breakers.

Jul 30, 2026·2 min

Moving State Out of Framework Memory: A Multi-Agent Architecture Refactoring Guide

Exploring how 70% of multi-agent memory is consumed by non-reasoning state, and a refactoring approach using email threads to replace framework memory for better token efficiency, auditability, and resilience.

Jul 30, 2026·2 min

LangChain or LangGraph? Choosing the Right Framework for Production-Grade AI Applications

In-depth analysis of core differences between LangChain and LangGraph, exploring why more teams are migrating to LangGraph for production AI apps, with framework selection guidance.

Jul 30, 2026·2 min

LangChain or LangGraph? Framework Choices for Production-Grade AI Applications

In-depth analysis of LangChain vs LangGraph differences, why teams are migrating to LangGraph for production AI apps, and framework selection guidance based on project complexity.

Jul 30, 2026·3 min

Jina v3 Matryoshka Embeddings in Practice: Cut Vector Storage Costs by 75%

Use Jina v3's Matryoshka embeddings to truncate 1024-dim vectors to 256-dim, cutting Pinecone storage costs by 75%. Covers dimension truncation, task-specific LoRA adapters, and circuit breakers for reliable RAG systems.