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Retrieval augmented generation, or RAG, is an architectural approach that can improve the efficacy of large language model (LLM) applications by leveraging custom data.

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Building a RAG System from Scratch — Tool Use: Let the LLM Search Autonomously
hiroki-kameyama profile

Building a RAG System from Scratch — Tool Use: Let the LLM Search Autonomously

#rag #llm #python #ai
Comments
5 min read
Building a RAG System from Scratch with pgvector and Gemini — Introduction
hiroki-kameyama profile

Building a RAG System from Scratch with pgvector and Gemini — Introduction

#rag #llm #python #ai
Comments
3 min read
Measure your retrieval default: our hybrid RRF lost to plain vector search
sattyamjjain profile

Measure your retrieval default: our hybrid RRF lost to plain vector search

#llm #performance #rag #rust
Comments 2
3 min read
Build a RAG-Powered Database Assistant with PostgreSQL and pgvector
blockchainlab profile

Build a RAG-Powered Database Assistant with PostgreSQL and pgvector

#ai #database #postgres #rag
2
Comments 1
6 min read
Relevance is not answerability: six signals, and none of them beat plain cosine
gde03 profile

Relevance is not answerability: six signals, and none of them beat plain cosine

#discuss #ai #rag #machinelearning
Comments 2
9 min read
The AI-memory benchmark everyone quotes forbids saying “I don't know”
gde03 profile

The AI-memory benchmark everyone quotes forbids saying “I don't know”

#discuss #ai #rag #opensource
2
Comments 2
7 min read
Caching in RAG Systems: What to Cache, What Not To, and Why It Matters More Than You Think
nolanvale profile

Caching in RAG Systems: What to Cache, What Not To, and Why It Matters More Than You Think

#architecture #llm #performance #rag
Comments 1
3 min read
Build a Simple RAG App with Telnyx AI Inference
sonam_50a41a4ced7e6b4f3fa profile

Build a Simple RAG App with Telnyx AI Inference

#rag #ai #telnyx #flask
Comments
2 min read
I Compared 4 AI Knowledge Base Tools for a 120-Person Tech Company. My Honest Breakdown.
faiso0ole profile

I Compared 4 AI Knowledge Base Tools for a 120-Person Tech Company. My Honest Breakdown.

#ai #productivity #rag #tooling
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3 min read
Study: stale documents are RAG poisoning without the attacker
staceyeschneider profile

Study: stale documents are RAG poisoning without the attacker

#ai #rag #llm #security
Comments
5 min read
Building SmartStock AI: An AI-Powered Inventory Management Platform with Django, LangChain & Multi-Agent Workflows
ayman_kasim profile

Building SmartStock AI: An AI-Powered Inventory Management Platform with Django, LangChain & Multi-Agent Workflows

#agents #ai #django #rag
1
Comments 3
2 min read
What Is Retrieval Augmented Generation (RAG), and Why Does It Make AI So Much Less Confidently Wrong?
scobsmett profile

What Is Retrieval Augmented Generation (RAG), and Why Does It Make AI So Much Less Confidently Wrong?

#rag #aiaccuracy #chatbots #hallucinations
Comments
6 min read
From RAG to Agentic AI. How I Added LangGraph to My Local RAG
josaphatstar profile

From RAG to Agentic AI. How I Added LangGraph to My Local RAG

#rag #langgraph #agents #llm
4
Comments 2
6 min read
My RAG app confidently made up a drug dosage. So I rebuilt it to say 'I don't know'.
sowaiba01 profile

My RAG app confidently made up a drug dosage. So I rebuilt it to say 'I don't know'.

#rag #ai #python #webdev
2
Comments
11 min read
The Budget Mistake Most Companies Make in Their Second Year of AI
sumaskeller profile

The Budget Mistake Most Companies Make in Their Second Year of AI

#ai #infrastructure #management #rag
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2 min read
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