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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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CacheWeaver Reorders RAG Evidence for Prefix-Cache Reuse: Prefix-Cache-Aware Evidence Reordering

CacheWeaver Reorders RAG Evidence for Prefix-Cache Reuse: Prefix-Cache-Aware Evidence Reordering

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7 min read
Day 8 - Sparse embedding - RAG

Day 8 - Sparse embedding - RAG

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2 min read
Two audits of my own knowledge graph found two unrelated silent failures

Two audits of my own knowledge graph found two unrelated silent failures

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4 min read
My RAG system slowly got worse for three months and nobody noticed.

My RAG system slowly got worse for three months and nobody noticed.

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4 min read
Scaling RAG for 10M+ Docs, .md Agent Memory, & Claude Code for Motion Graphics

Scaling RAG for 10M+ Docs, .md Agent Memory, & Claude Code for Motion Graphics

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3 min read
My RAG Benchmark is lying to me

My RAG Benchmark is lying to me

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5 min read
How I Built a RAG System Over more than 100 USCIS Administrative Appeals Office Decisions with Gemini

How I Built a RAG System Over more than 100 USCIS Administrative Appeals Office Decisions with Gemini

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8 min read
Stop Asking the LLM Whether Its Source Is Real

Stop Asking the LLM Whether Its Source Is Real

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3 min read
The Hidden Problem With Long-Running AI Agents Nobody Talks About

The Hidden Problem With Long-Running AI Agents Nobody Talks About

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3 min read
SWIRL Community 4.5 Update

SWIRL Community 4.5 Update

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1 min read
# Arquitetando RAG Multi-Agente em Produção na AWS — Do Conceito à Operação

# Arquitetando RAG Multi-Agente em Produção na AWS — Do Conceito à Operação

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13 min read
What Actually Helped Our Talk-to-DB Agent Stop Relearning the Same SQL

What Actually Helped Our Talk-to-DB Agent Stop Relearning the Same SQL

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1 min read
I built a private Copilot alternative that never lets your data leave your Microsoft 365 tenant

I built a private Copilot alternative that never lets your data leave your Microsoft 365 tenant

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2 min read
Your Context Window Is Not a Knowledge Base

Your Context Window Is Not a Knowledge Base

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4 min read
Building a RAG System from Scratch with pgvector and Gemini — Implementation

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

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5 min read
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