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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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RAG to Riches

RAG to Riches

Comments 4
3 min read
What Are Vision-Language Models (VLMs) and How Do They Work?

What Are Vision-Language Models (VLMs) and How Do They Work?

Comments 1
10 min read
Built an AI Assistant to Summarize and Query My Emails – Seeking Feedback

Built an AI Assistant to Summarize and Query My Emails – Seeking Feedback

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1 min read
Cosine Similarity in Vector Databases: Why It Matters for GenAI & RAG Systems

Cosine Similarity in Vector Databases: Why It Matters for GenAI & RAG Systems

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2 min read
Getting Started with LangChain: Build Smarter AI Apps with LLMs
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Getting Started with LangChain: Build Smarter AI Apps with LLMs

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3 min read
🤖 Retrieval-Augmented Generation (RAG): The Future of AI Search

🤖 Retrieval-Augmented Generation (RAG): The Future of AI Search

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2 min read
RAG na prática: transformando PDFs em respostas inteligentes com LLMs

RAG na prática: transformando PDFs em respostas inteligentes com LLMs

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Comments 2
6 min read
Hallucinations and AI: Scary or Not?
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Hallucinations and AI: Scary or Not?

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2 min read
Unlocking AI’s Full Potential: The Power of Synthetic Data Generation with Docling SDG

Unlocking AI’s Full Potential: The Power of Synthetic Data Generation with Docling SDG

Comments 1
25 min read
Enhancing AI retrieval with HNSW in RAG applications
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Enhancing AI retrieval with HNSW in RAG applications

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2 min read
Taming Complex Codebases with AI: Your Thoughts?

Taming Complex Codebases with AI: Your Thoughts?

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2 min read
Enhancing LLMs with Retrieval-Augmented Generation (RAG): A Practical Guide

Enhancing LLMs with Retrieval-Augmented Generation (RAG): A Practical Guide

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4 min read
Um Projeto Prático para Estudar RAG: Análise Qualitativa de Código com LLMs Locais
Cover image for Um Projeto Prático para Estudar RAG: Análise Qualitativa de Código com LLMs Locais

Um Projeto Prático para Estudar RAG: Análise Qualitativa de Código com LLMs Locais

Comments 1
7 min read
All Data and AI Weekly #188 - May 5, 2025
Cover image for All Data and AI Weekly #188 - May 5, 2025

All Data and AI Weekly #188 - May 5, 2025

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3 min read
A Simple Overview of The Modern RAG Developer’s Stack

A Simple Overview of The Modern RAG Developer’s Stack

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3 min read
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