Google boosts AlloyDB vector search with HNSW preview
Throughput for AI vector searches can rise fourfold on AlloyDB, as Google's preview aims to cut latency without changing pgvector code.
#RAG
1112 articles tagged with RAG
Optimizing Long-Context RAG vs. Native Large Context Windows for Professional History Synthesis: Balancing Precision, Cost,…
Optimizing Long-Context RAG vs. Native Large Context Windows for Professional History...
How I Solved Cross-Environment Vector Database Schema Mismatches in a Dockerized AI Agent
Every engineer has uttered the phrase, "But it works on my machine." I hit a wall that perfectly...
taovietducofficial/ITLR-Fullstack-Recommender-RAG: Hybrid recommender system + RAG chatbot for IT courses (FastAPI + Express/TS + PostgreSQL), with an independent Data Lakehouse module (Spark/Kafka/dbt/Trino) and full CI/CD
Hybrid recommender system + RAG chatbot for IT courses (FastAPI + Express/TS + PostgreSQL), with an independent Data Lakehouse module (Spark/Kafka/dbt/Trino) and full CI/CD
How an Autonomous Agent Breached Hugging Face — And What a RAG Poisoning Filter Would Have Stopped
The Incident In July 2026, Hugging Face — the largest public repository of AI models and...
True-fact attack hijacks RAG agents 83% of the timeNew arXiv preprint shows AI agents can be redirected by reordering tr...
True-fact attack hijacks RAG agents 83% of the timeNew arXiv preprint shows AI agents can be redirected by reordering true facts, with 83.3% success across GPT, Claude, Gemini, Dee...
Can ClickHouse Replace a Vector Database?
Vector databases like Pinecone, Weaviate, and Milvus exist for one job: store embeddings and find the...
RAG isn't an AI problem. It's a data engineering problem wearing an AI hat.
The tutorial-to-production gap Every RAG tutorial follows the same arc. Load some...
Building a RAG Data Feed: The Ingestion Problems Nobody Warns You About
RAG projects often look simple when explained on a whiteboard. You collect documents, chunk the...
RAG didn't fix hallucination. It moved it upstream: now the model faithfully reproduces whatever your retriever surfaced...
RAG didn't fix hallucination. It moved it upstream: now the model faithfully reproduces whatever your retriever surfaced, garbage included. You didn't add a fact-checker, you added...
How I Built an AI Interview Prep App with Spring Boot + RAG in 10 Days
The Problem Every Java developer preparing for interviews does the same thing — opens...
Building Dev-Code: An Agentic AI Coding Assistant With RAG Memory and VS Code Integration
I recently completed Dev-Code, an AI coding assistant project built around Agentic AI, RAG-style...
'Cleanup Trap,'のニュースですねThe cleanup trap: Stop asking RAG to fix bad data https://venturebeat.com/orchestration/...
'Cleanup Trap,'のニュースですねThe cleanup trap: Stop asking RAG to fix bad data https://venturebeat.com/orchestration/the-cleanup-trap-stop-asking-rag-to-fix-bad-data#Apple #LLM #news...
RAG for developers who aren't AI engineers: what actually matters
RAG for developers who aren't AI engineers: what actually matters Most non-AI developers...
How I Built a RAG Chatbot Into My Portfolio with LangGraph, PGVector & MCP
A deep dive into the Gen-AI assistant on my portfolio — LangGraph agent, RAG over Postgres/pgvector, Redis memory, and live GitHub data via MCP.
Optimizing RAG at Scale: Chunking, Retrieval, and the Bayesian Search That Cut Latency 40%
Optimizing RAG at Scale: Chunking, Retrieval, and the Bayesian Search That Cut Latency...
Building and Understanding Basic Retrieval-Augmented Generation (RAG) System
Generative AI models are powerful, but they have one major limitation—they only know what they were...
I Built a Personal AI That Actually Knows My Projects (RAG + Ollama, Zero Cloud)
I got tired of explaining my own codebase to an AI every single session. "Here's the architecture....
Ten open-source no-code platforms now let developers build LLM apps, RAG systems and AI agents through visual tools and ...
Ten open-source no-code platforms now let developers build LLM apps, RAG systems and AI agents through visual tools and plain-English prompts. The roundup covers verified open-sour...
Robust-GAP: Achieving Zero-Hallucination Causal Summarization in Hierarchical RAG
Abstract This article introduces Robust-GAP, a hierarchical Retrieval-Augmented...
MisterBooo/llm-interview-questions: 100 道大模型面试题与 100 张 SVG 图解，覆盖 LLM、RAG、Agent、微调、推理优化和评估。
100 道大模型面试题与 100 张 SVG 图解，覆盖 LLM、RAG、Agent、微调、推理优化和评估。
🤖 I cut a RAG pipeline's response time from 90 seconds to 4. Never touched the modelLast year I worked with an AI startu...
🤖 I cut a RAG pipeline's response time from 90 seconds to 4. Never touched the modelLast year I worked with an AI startup, an Oxford spinout. Their product answered research questi...
Retrieval-Augmented Self-Recall — Part 3: Teaching RAG to Say \"I Don't Know\
Part 3 of Retrieval-Augmented Self-Recall. Code: RE-call. Part 2: hybrid retrieval on...
Retrieval-Augmented Self-Recall — Part 2: Hybrid RAG on Nothing but Postgres
Part 2 of Retrieval-Augmented Self-Recall. Code: RE-call. Part 1: the self-recall problem. Say...