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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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Production RAG on the Lakehouse with BigQuery Vector Search and Apache Iceberg

Production RAG on the Lakehouse with BigQuery Vector Search and Apache Iceberg

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31 min read
hello world !

hello world !

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1 min read
Everyone builds a RAG chatbot with LangChain. I wrote the pipeline by hand — and deployed it

Everyone builds a RAG chatbot with LangChain. I wrote the pipeline by hand — and deployed it

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2 min read
Ranking Isn't Judging: What the Jev Wave Still Owes Retrieval

Ranking Isn't Judging: What the Jev Wave Still Owes Retrieval

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4 min read
FraudLens - TigerGraph

FraudLens - TigerGraph

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5 min read
ai agents vs automations: When to build an autonomous agent and when a simple workflow suffices

ai agents vs automations: When to build an autonomous agent and when a simple workflow suffices

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6 min read
What Is RAG? An Interactive, Visual Guide

What Is RAG? An Interactive, Visual Guide

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3 min read
RAG vs MCP in AI Testing: Stop Treating Them as Competitors

RAG vs MCP in AI Testing: Stop Treating Them as Competitors

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3 min read
RAG That Actually Works: A Practical Checklist

RAG That Actually Works: A Practical Checklist

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2 min read
How I Built OmniScrape: A Modular RAG Engine with FastAPI and Qdrant

How I Built OmniScrape: A Modular RAG Engine with FastAPI and Qdrant

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7 min read
RAG ranking is not the same as judging with Jev

Separating topical closeness from actual relevance

RAG ranking is not the same as judging with Jev

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9 min read
Agentic RAG 2026: When the AI Decides How It Searches

Agentic RAG 2026: When the AI Decides How It Searches

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4 min read
Three things I got wrong measuring my own cache

Three things I got wrong measuring my own cache

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11 min read
I Built an MCP Memory Server Where Code, Not the Model, Decides What Gets Stored

I Built an MCP Memory Server Where Code, Not the Model, Decides What Gets Stored

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8 min read
Debrief is not a PDF chatbot — it recovers decisions with citations

Debrief is not a PDF chatbot — it recovers decisions with citations

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2 min read
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