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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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I'm building CortexDB — an agent-native context database for AI agents

I'm building CortexDB — an agent-native context database for AI agents

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1 min read
How I added semantic search to a resume matcher — and what the numbers showed

How I added semantic search to a resume matcher — and what the numbers showed

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7 min read
HyDE: The RAG Trick Where You Answer the Question BEFORE You Search

HyDE: The RAG Trick Where You Answer the Question BEFORE You Search

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2 min read
Building a Local Knowledge Graph RAG System for News Analysis with Neo4j and Ollama

Building a Local Knowledge Graph RAG System for News Analysis with Neo4j and Ollama

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1 min read
AI Agent Orchestration: Email Agent Pitfalls, Coding Agent Tooling, & Web Automation

AI Agent Orchestration: Email Agent Pitfalls, Coding Agent Tooling, & Web Automation

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3 min read
Stop Paying For Retrieval Latency On Chunks You Never Use In The Prompt

Stop Paying For Retrieval Latency On Chunks You Never Use In The Prompt

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5 min read
Reduce LLM Token Waste in RAG with Markdown

Reduce LLM Token Waste in RAG with Markdown

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7 min read
Your RAG Stack Is Solving the 2023 Problem

Your RAG Stack Is Solving the 2023 Problem

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7 min read
Async Scraping Jobs Are Usually a Better Fit for RAG Ingestion Than Blocking Requests

Async Scraping Jobs Are Usually a Better Fit for RAG Ingestion Than Blocking Requests

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4 min read
Your RAG Agent Is Retrieving the Wrong Chunk: 5 Failure Modes We Fix in Production

Your RAG Agent Is Retrieving the Wrong Chunk: 5 Failure Modes We Fix in Production

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4 min read
How I stopped my AI trip planner from inventing addresses

How I stopped my AI trip planner from inventing addresses

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7 min read
# From Metadata to Knowledge Discovery: Why I Am Not Starting With a Chatbot

# From Metadata to Knowledge Discovery: Why I Am Not Starting With a Chatbot

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3 min read
Your RAG Agent Is Retrieving the Wrong Chunk: 5 Failure Modes We Fix in Production

Your RAG Agent Is Retrieving the Wrong Chunk: 5 Failure Modes We Fix in Production

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4 min read
How I set up RAG evals in CI/CD so they actually catch regressions

How I set up RAG evals in CI/CD so they actually catch regressions

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6 min read
🚀 Why Enterprise Knowledge Systems Are Still Broken (And How We Fixed It with an AI Copilot)

🚀 Why Enterprise Knowledge Systems Are Still Broken (And How We Fixed It with an AI Copilot)

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3 min read
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