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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 Handle Proprietary Jargon in LLM-as-a-Judge Evaluations

How to Handle Proprietary Jargon in LLM-as-a-Judge Evaluations

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4 min read
Part 4: Improving Retrieval Quality with Token-Aware Chunking and HyDE

Part 4: Improving Retrieval Quality with Token-Aware Chunking and HyDE

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4 min read
Governance First RAG

Governance First RAG

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2 min read
Applied AI Workflows: Claude Haiku Database, Code Gen Tips, & Data Pipelines

Applied AI Workflows: Claude Haiku Database, Code Gen Tips, & Data Pipelines

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3 min read
Plexus: A WiFi Graph RAG for Network Troubleshooting

Plexus: A WiFi Graph RAG for Network Troubleshooting

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9 min read
Hybrid search inside SurrealDB: one query, vector + keyword + RRF

Hybrid search inside SurrealDB: one query, vector + keyword + RRF

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9 min read
The Prompt Tax Most LLM Teams Are Silently Paying

The Prompt Tax Most LLM Teams Are Silently Paying

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4 min read
My RAG Pipeline Was 84% Confident — And Completely Wrong.

My RAG Pipeline Was 84% Confident — And Completely Wrong.

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6 min read
5 Ways Azure AI Search is Revolutionizing Enterprise RAG Architectures

5 Ways Azure AI Search is Revolutionizing Enterprise RAG Architectures

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7 min read
RAG and Vector Databases:

RAG and Vector Databases:

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2 min read
LLM Wiki vs RAG: a different approach to team-chat memory

LLM Wiki vs RAG: a different approach to team-chat memory

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8 min read
A $0.25 model beat a $3 model -- with better context

A $0.25 model beat a $3 model -- with better context

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7 min read
The Biggest Pitfall in GraphRAG: One Entity, Seven Identities

The Biggest Pitfall in GraphRAG: One Entity, Seven Identities

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7 min read
RAG in Practice — Part 8: RAG in Production — What Breaks After Launch

RAG in Practice — Part 8: RAG in Production — What Breaks After Launch

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13 min read
Applied AI: Andrej Karpathy's LLM Skills, Agent Debugging, & RAG Context Benchmarks

Applied AI: Andrej Karpathy's LLM Skills, Agent Debugging, & RAG Context Benchmarks

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3 min read
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