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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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Supercharge Your Terminal: ShellGPT + ChromaDB + LangChain for Context-Aware Automation

Supercharge Your Terminal: ShellGPT + ChromaDB + LangChain for Context-Aware Automation

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9 min read
From LLMs to Liability: How Agents Grow Up

From LLMs to Liability: How Agents Grow Up

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1 min read
OrKa 0.9.4: cleaner logs, full GraphScout paths, ISO timestamps

OrKa 0.9.4: cleaner logs, full GraphScout paths, ISO timestamps

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1 min read
Context Engineering: The Missing Piece in Building AI Agents That Actually Work

Context Engineering: The Missing Piece in Building AI Agents That Actually Work

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4 min read
I Created an AI Assistant That Reads the Fine Print for You

I Created an AI Assistant That Reads the Fine Print for You

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4 min read
RAG for Dummies

RAG for Dummies

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2 min read
**Processing Mode**

**Processing Mode**

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3 min read
AI-Powered Resume & Job Description Matching with RAG

AI-Powered Resume & Job Description Matching with RAG

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1 min read
Vector Databases Guide: RAG Applications 2025

Vector Databases Guide: RAG Applications 2025

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10 min read
The Secret to Efficient RAG: A Step-by-Step Guide to Chunking and Counting Your Vectors

The Secret to Efficient RAG: A Step-by-Step Guide to Chunking and Counting Your Vectors

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11 min read
LLPY-03: Extracción y Procesamiento Inteligente de Datos Legales

LLPY-03: Extracción y Procesamiento Inteligente de Datos Legales

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21 min read
RAG: experiments with prompting using 3 LLM's

RAG: experiments with prompting using 3 LLM's

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8 min read
Embedded Intelligence: How SQLite-vec Delivers Fast, Local Vector Search for AI.

Embedded Intelligence: How SQLite-vec Delivers Fast, Local Vector Search for AI.

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7 min read
Exposing the Magic of Large Language Models Like ChatGPT Explained Simply for CEOs and Lawyers

Exposing the Magic of Large Language Models Like ChatGPT Explained Simply for CEOs and Lawyers

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4 min read
How I Built an AI Workspace To Help Students & Researchers

How I Built an AI Workspace To Help Students & Researchers

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2 min read
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