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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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Cohere Rerank v5 Pro and Fast for C# Developers

Cohere Rerank v5 Pro and Fast for C# Developers

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10 min read
Agent Memory's Reality Check: Why Simpler Retrieval Keeps Winning and Harnesses Split Brain From Hands

Agent Memory's Reality Check: Why Simpler Retrieval Keeps Winning and Harnesses Split Brain From Hands

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10 min read
I wrote a 100-topic AI engineer roadmap that runs offline, with no API key

I wrote a 100-topic AI engineer roadmap that runs offline, with no API key

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2 min read
RAG in Python Without the Bloat: A Production Walkthrough

RAG in Python Without the Bloat: A Production Walkthrough

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7 min read
I crawled 150 pages from 6 popular docs sites into RAG chunks: one page often eats half the token budget

I crawled 150 pages from 6 popular docs sites into RAG chunks: one page often eats half the token budget

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4 min read
Turn any website into clean Markdown for your RAG pipeline (no boilerplate, with token counts)

Turn any website into clean Markdown for your RAG pipeline (no boilerplate, with token counts)

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3 min read
Node.js Knowledge Retrieval — 3 Access Rules for Internal Storefront Runbooks

Node.js Knowledge Retrieval — 3 Access Rules for Internal Storefront Runbooks

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7 min read
RAG and Beyond: LLM Wiki and Recursive Language Model (RLM)

RAG and Beyond: LLM Wiki and Recursive Language Model (RLM)

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12 min read
Self-hosted LLM on Hostinger KVM2: under 10s responses, 2 CPU cores, no GPU. Here's how!

Self-hosted LLM on Hostinger KVM2: under 10s responses, 2 CPU cores, no GPU. Here's how!

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1 min read
Building a Production RAG API in Go with pgvector and Gemini

Building a Production RAG API in Go with pgvector and Gemini

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6 min read
RAG Application Using Python & HTML

RAG Application Using Python & HTML

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11 min read
If persistence is not permission, where would you have drawn the line: cards only, or the entire turn?

If persistence is not permission, where would you have drawn the line: cards only, or the entire turn?

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11 min read
Ragas: how to actually measure your RAG pipeline (faithfulness, context precision/recall, relevancy)

Ragas: how to actually measure your RAG pipeline (faithfulness, context precision/recall, relevancy)

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8 min read
Q&A over internal documents: make the system say "not in the docs"

Q&A over internal documents: make the system say "not in the docs"

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3 min read
Company Handbook RAG: How to Refresh Policies Without Fine-Tuning

Company Handbook RAG: How to Refresh Policies Without Fine-Tuning

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8 min read
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