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# rag

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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How to Build a Simple Persistent Memory Layer for LLM Apps (With Code)
cloyouai profile

How to Build a Simple Persistent Memory Layer for LLM Apps (With Code)

#llm #python #rag #tutorial
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3 min read
Building a Production-Ready RAG Chatbot with AWS Bedrock, LangChain, and Terraform
dasanirban834 profile

Building a Production-Ready RAG Chatbot with AWS Bedrock, LangChain, and Terraform

#aws #llm #rag #terraform
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12 min read
LLM-as-a-Judge: Automated Scoring and Reliability vs. Human Evaluation
lamhot profile

LLM-as-a-Judge: Automated Scoring and Reliability vs. Human Evaluation

#ai #llm #rag #testing
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6 min read
Accuracy Is Expensive: How to Evaluate ‘Quality per $’ for Agents and RAG
lamhot profile

Accuracy Is Expensive: How to Evaluate ‘Quality per $’ for Agents and RAG

#ai #llm #rag
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6 min read
How LLM Memory Actually Works in Production Systems
dextralabs profile

How LLM Memory Actually Works in Production Systems

#ai #machinelearning #llm #rag
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4 min read
I Built a RAG Bot to Fix Flaky Cypress Tests
miguelporras profile

I Built a RAG Bot to Fix Flaky Cypress Tests

#cypress #rag #testing #devtools
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4 min read
What Is LLM Grounding? A Developer's Guide
moshe_io profile

What Is LLM Grounding? A Developer's Guide

#ai #llm #programming #rag
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6 min read
I Built a pip-installable RAG Chatbot — Chat With Any Document in 3 Lines of Python
lakshmisravyavedantham profile

I Built a pip-installable RAG Chatbot — Chat With Any Document in 3 Lines of Python

#python #ai #langchain #rag
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2 min read
RAG Research: Bridging the Gap Between LLMs and Knowledge
madhavmadupu profile

RAG Research: Bridging the Gap Between LLMs and Knowledge

#ai #rag #computerscience #programming
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3 min read
Zero-Downtime Embedding Migration: Switching from text-embedding-004 to text-embedding-3-large in Production
humzakt profile

Zero-Downtime Embedding Migration: Switching from text-embedding-004 to text-embedding-3-large in Production

#ai #rag #python #postgres
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3 min read
Hybrid RAG System over SEC Filings
bhattaraisubaleng profile

Hybrid RAG System over SEC Filings

#rag #llm
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19 min read
Beyond the Context Window: Choosing Between RAG and MCP
alapati_suryapruthvi_955e profile

Beyond the Context Window: Choosing Between RAG and MCP

#ai #llm #mcp #rag
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3 min read
Dev Log: Building a Secure RAG Agent for 150k Records
krunalbhimani profile

Dev Log: Building a Secure RAG Agent for 150k Records

#ai #rag #backend #n8n
1
Comments
3 min read
Unifying Ranking and Generation in Query Auto-Completion via Retrieval-Augmented Generation and Multi-Objective Alignment
jgnoncelogic profile

Unifying Ranking and Generation in Query Auto-Completion via Retrieval-Augmented Generation and Multi-Objective Alignment

#ai #llm #machinelearning #rag
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4 min read
I Built Vector-Only Search First. Here's Why I Had to Rewrite It.
rosen_hristov profile

I Built Vector-Only Search First. Here's Why I Had to Rewrite It.

#python #machinelearning #database #rag
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4 min read
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