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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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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
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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
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3 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
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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
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10 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
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Comments 14
5 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
Retrieval-Augmented Generation (RAG): Stop Your AI from Hallucinating
mzunain profile

Retrieval-Augmented Generation (RAG): Stop Your AI from Hallucinating

#rag #retrievalaugmented #llm #vectordatabase
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Comments 2
3 min read
Candidate Compliance Agent: Building a Multilingual RAG System for Tamil Nadu Election Affidavits
hari_babu_36078517bf8a8de profile

Candidate Compliance Agent: Building a Multilingual RAG System for Tamil Nadu Election Affidavits

#showdev #agents #ai #rag
1
Comments
4 min read
Where Does RAG Actually Cost You Money? (Episode 6)
surajrkhonde profile

Where Does RAG Actually Cost You Money? (Episode 6)

#ai #rag #computerscience #productivity
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7 min read
AI Agents Address Hallucinations; New Tools for Code Gen & Enterprise Auth
soytuber profile
soy

AI Agents Address Hallucinations; New Tools for Code Gen & Enterprise Auth

#ai #rag #automation
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3 min read
RAG Chunking Strategies That Survive Production: Beyond the 512-Token Default
numb_code_07 profile

RAG Chunking Strategies That Survive Production: Beyond the 512-Token Default

#rag #ai #llm #machinelearning
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Comments 4
10 min read
Context Compression: Fitting More Useful Information Into Your LLM's Context Window
nolanvale profile

Context Compression: Fitting More Useful Information Into Your LLM's Context Window

#ai #llm #performance #rag
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5 min read
I Deployed a Full RAG Backend for ₹0/Month — Here Are the 3 Walls I Hit
pankaj_batra profile

I Deployed a Full RAG Backend for ₹0/Month — Here Are the 3 Walls I Hit

#rag #python #fastapi #ai
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Comments 3
10 min read
Reranking in Enterprise RAG: Why It Matters More Than Your Embedding Model Choice
alaikrm profile

Reranking in Enterprise RAG: Why It Matters More Than Your Embedding Model Choice

#ai #llm #machinelearning #rag
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6 min read
Local-First RAG Pipeline in Pure Python
abdullahbinaqeel profile

Local-First RAG Pipeline in Pure Python

#ai #machinelearning #rag #opensource
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3 min read
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