A RAG chatbot on your company knowledge base: what it is and when it pays off
The request I hear most often this year sounds the same every time: "We want a bot that answers from...
#RAG
1701 articles tagged with RAG
The request I hear most often this year sounds the same every time: "We want a bot that answers from...#ai #rag #llm #bu...
The request I hear most often this year sounds the same every time: "We want a bot that answers from...#ai #rag #llm #business #software #coding #development #engineering #inclusiv...
Data Substrate Versus Vector Db Rag
This week’s headlines highlight the rapid evolution of AI in China, with models like Qwen and...
A question on Discord found two bugs in my RAG system. Fixing them found a third.
Every test passed. The tests had the same blind spots as the code. A developer saw Ossian's MCP...
Agentic RAG 2026: When the AI Decides How It Searches
From passive pipeline to active agent: How Self-RAG, CRAG, and Adaptive RAG are revolutionizing retrieval-augmented generation in 2026—with real costs, latencies, and production st...
Building a Sub-Second Enterprise RAG Engine with PostgreSQL, pgvector, and the Gemini API
The AI engineering space is currently obsessed with unbundling the data stack. The moment...
RAG for Beginners: 5 Levels of Building an AI That Actually Knows Your Stuff
Have you ever wished ChatGPT could answer questions about your documents — your company's HR policy,...
The cataloguing step is supposed to be the easy win. You have a schema whose tables are called...#ai #llm #rag #search #...
The cataloguing step is supposed to be the easy win. You have a schema whose tables are called...#ai #llm #rag #search #software #coding #development #engineering #inclusive #commu...
Hello, I'm Rijul, and I'm building LiveReview — a blast-radius aware AI code review built for your...#ai #rag #software ...
Hello, I'm Rijul, and I'm building LiveReview — a blast-radius aware AI code review built for your...#ai #rag #software #coding #development #engineering #inclusive #communityRAG W...
Building Complete RAG AI Package- AI Curt
Every developer working with Large Language Models eventually hits the same wall. You have the...
No citation, no claim: building a RAG backend that refuses to hallucinate"
A few weeks ago, an AI assistant gave me a confident, well-written answer about one of my own PDFs....
How I stop an LLM from hallucinating in production (RAG + entity-match + MCP)
How do you make an LLM answer questions about real-world entities — companies, people, records —...
youngyangyang04/llm-master: 大模型（LLM）全栈学习路线与中文教程🔥：覆盖 Prompt Engineering、RAG、AI Agent、MCP、微调、模型部署、Transformer、AI 编程与大厂面试，从入门到生产实践。
大模型（LLM）全栈学习路线与中文教程🔥：覆盖 Prompt Engineering、RAG、AI Agent、MCP、微调、模型部署、Transformer、AI 编程与大厂面试，从入门到生产实践。
Finished a new project: **CloudRAG** 🚀I built a multilingual RAG document assistant to learn how the full RAG pipeline w...
Finished a new project: **CloudRAG** 🚀I built a multilingual RAG document assistant to learn how the full RAG pipeline works.You can upload documents and ask questions about them. ...
I Built a RAG Document Assistant with FastAPI, React, FAISS and Ollama I've been learning...#fastapi #llm #rag #react #s...
I Built a RAG Document Assistant with FastAPI, React, FAISS and Ollama I've been learning...#fastapi #llm #rag #react #software #coding #development #engineering #inclusive #commun...
You probably don't need a dedicated vector database (Use pgvector instead)
Why you don't need a separate $400/mo vector database for RAG. How to use Postgres with pgvector and HNSW indexes for sub-10ms similarity search.
Elastic Introduces Serverless Vector Database: Ship in Minutes, Scale Affordably to Hundreds of Billions of Vectors
Elastic (NYSE: ESTC) today announced Elasticsearch Vector Database, a new serverless offering purpose-built for large-scale vector search and AI applications. Elasticsearch is alre...
eminsk/awesome-baremetal-ai: Curated list and benchmark leaderboard of ultra-lightweight, zero-dependency C/C++/Rust/Assembly engines for local LLMs, edge inference, vector search, and AI agents (2026-2027)
Curated list and benchmark leaderboard of ultra-lightweight, zero-dependency C/C++/Rust/Assembly engines for local LLMs, edge inference, vector search, and AI agents (2026-2027)
Most teams building on LLMs end up with two patterns in the same codebase: RAG for looking things up...#ai #rag #llm #ar...
Most teams building on LLMs end up with two patterns in the same codebase: RAG for looking things up...#ai #rag #llm #architecture #software #coding #development #engineering #incl...
modelscope/ms-cookbook: 魔搭紫皮书｜ModelScope Cookbook：面向开发者的开源模型应用实战指南，覆盖模型选型、推理、微调、评测、RAG、Agent 与 AIGC，从跑通第一个模型到构建实际应用。
魔搭紫皮书｜ModelScope Cookbook：面向开发者的开源模型应用实战指南，覆盖模型选型、推理、微调、评测、RAG、Agent 与 AIGC，从跑通第一个模型到构建实际应用。
"Mitigating hallucinations in healthcare AI: a systematic review of evidence-based strategies" reviews 44 studies. RAG c...
"Mitigating hallucinations in healthcare AI: a systematic review of evidence-based strategies" reviews 44 studies. RAG cut hallucinations 30–50%; HITL up to 95%. Combined methods p...
Serverless Vector DBs crashing under Enterprise RAG load? The SRE blueprint for Vector Search:• Chunking: VLM structure-...
Serverless Vector DBs crashing under Enterprise RAG load? The SRE blueprint for Vector Search:• Chunking: VLM structure-preserving chunking to save table layouts.• Retrieval: Hybri...
Have you ever wanted to just talk to a PDF instead of reading through 50 pages? I built a full PDF...#ai #rag #python #f...
Have you ever wanted to just talk to a PDF instead of reading through 50 pages? I built a full PDF...#ai #rag #python #fastapi #software #coding #development #engineering #inclusiv...
Most teams building Retrieval-Augmented Generation (RAG) systems invest their engineering effort in two places: the LLM ...
Most teams building Retrieval-Augmented Generation (RAG) systems invest their engineering effort in two places: the LLM and the retrieval layer.#aws #genai #llm #aiengineering #sof...