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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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Gaming Knowledge-Base PDF RAG: Node.js Embeddings, Rerank, and Focused Summaries
noahhayes7250 profile

Gaming Knowledge-Base PDF RAG: Node.js Embeddings, Rerank, and Focused Summaries

#node #rag #embeddings
Comments 1
8 min read
Building Guardrails for Enterprise LLMs That Actually Work
nolanvale profile

Building Guardrails for Enterprise LLMs That Actually Work

#architecture #llm #rag #security
Comments
6 min read
Building a RAG System From Scratch — Four Components, One Working Pipeline
rit_the_coder profile

Building a RAG System From Scratch — Four Components, One Working Pipeline

#ai #python #rag #machinelearning
Comments
5 min read
Your AI Gives Confident Wrong Answers Because Your Docs Are a Mess — Not Because the Model Is Bad
rubab_zahra_9260 profile

Your AI Gives Confident Wrong Answers Because Your Docs Are a Mess — Not Because the Model Is Bad

#ai #llm #rag #softwaredevelopment
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6 min read
Building Meeting Audio RAG on Microsoft Foundry with Fast Transcription and Foundry IQ
jubinsoni profile

Building Meeting Audio RAG on Microsoft Foundry with Fast Transcription and Foundry IQ

#ai #foundry #rag #microsoft
1
Comments
16 min read
How We Built Progga (progga.bd): A RAG-Based AI Tutor That Actually Understands the Bangladeshi Curriculum
mahatirtusher profile

How We Built Progga (progga.bd): A RAG-Based AI Tutor That Actually Understands the Bangladeshi Curriculum

#webdev #progga #edtech #rag
1
Comments
5 min read
Anatomy of a Full RAG Application: Every Concept, One Self-Hosted Stack
sumanpro profile

Anatomy of a Full RAG Application: Every Concept, One Self-Hosted Stack

#rag #ai #python #tutorial
1
Comments
5 min read
Building an AI-native Second Brain with Multi-RAG, Knowledge Graphs, and MCP
nishikantaray profile

Building an AI-native Second Brain with Multi-RAG, Knowledge Graphs, and MCP

#ai #mcp #claude #rag
18
Comments 18
5 min read
What I learned building a compliance answer engine that refuses to make things up
adi_cch profile

What I learned building a compliance answer engine that refuses to make things up

#showdev #ai #llm #rag
Comments
3 min read
Corrective RAG for billing: the bug is not retrieval, it's the model narrating correct numbers wrong
softronic profile

Corrective RAG for billing: the bug is not retrieval, it's the model narrating correct numbers wrong

#rag #python #llm #ai
1
Comments 2
8 min read
Stop Making Your AI Agent Smarter. Make Its Context Smaller.
alaikrm profile

Stop Making Your AI Agent Smarter. Make Its Context Smaller.

#agents #ai #llm #rag
Comments
3 min read
I gave Claude Desktop a tax-free MCP memory layer
kike profile

I gave Claude Desktop a tax-free MCP memory layer

#ai #claude #mcp #rag
4
Comments
5 min read
Building an LLM Gateway Proxy with Security Guardrails and Observability
emmanuel_ernest_7 profile

Building an LLM Gateway Proxy with Security Guardrails and Observability

#rag #python #ai #security
Comments
5 min read
How I Cut 30% LLM Costs: RAG Context Pruning Cost Reduction
umair24171 profile

How I Cut 30% LLM Costs: RAG Context Pruning Cost Reduction

#aiagents #llm #rag #costoptimization
Comments
10 min read
The memory layer that never calls an LLM: what that buys, and what it costs

Raw turns beat LLM cost via auditability
gde03 profile

The memory layer that never calls an LLM: what that buys, and what it costs

#discuss #ai #rag #opensource
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Comments 30
10 min read
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