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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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Build a Simple Local Pune Travel AI with FAISS + Ollama LLM - POC

Build a Simple Local Pune Travel AI with FAISS + Ollama LLM - POC

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4 min read
Design Recipe: Observability Pyramid for LLM Infrastructure

Design Recipe: Observability Pyramid for LLM Infrastructure

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3 min read
CodeSage: When grep Just Isn't Enough Anymore

CodeSage: When grep Just Isn't Enough Anymore

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3 min read
RAG Simplified: The "Open-Book Exam" Architecture 📚🧠

RAG Simplified: The "Open-Book Exam" Architecture 📚🧠

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3 min read
Vector Search Metrics 🎯: Why Your "Distance" Might Be Wrong

Vector Search Metrics 🎯: Why Your "Distance" Might Be Wrong

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3 min read
I Spent $400/Month on a Reranker That Made My RAG Worse

I Spent $400/Month on a Reranker That Made My RAG Worse

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5 min read
TxtAI got skills

TxtAI got skills

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4 min read
Improving Clause-Level Retrieval Accuracy in Legal RAG

Improving Clause-Level Retrieval Accuracy in Legal RAG

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1 min read
💥 Hot off the news: Docling Chart Extraction is out! Finally, an Easy Way to RAG Your Charts

💥 Hot off the news: Docling Chart Extraction is out! Finally, an Easy Way to RAG Your Charts

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7 min read
An Introduction to Retrieval Augmented Generation (RAG)

An Introduction to Retrieval Augmented Generation (RAG)

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2 min read
My Sister Hates My New Openclaw (Because I'm Finally Right)

My Sister Hates My New Openclaw (Because I'm Finally Right)

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2 min read
The 10-Line Semantic Firewall That Stopped 60% of Our RAG Hallucinations

The 10-Line Semantic Firewall That Stopped 60% of Our RAG Hallucinations

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6 min read
The Thinking Machines: How AI Learned to Reason Step-by-Step

The Thinking Machines: How AI Learned to Reason Step-by-Step

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8 min read
RAG Is Easy. Your Data Isn't. Why AI Projects Fail

RAG Is Easy. Your Data Isn't. Why AI Projects Fail

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5 min read
Why I Ditched RAG for an Agentic Approach (And When You Should Too)

Why I Ditched RAG for an Agentic Approach (And When You Should Too)

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4 min read
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