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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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R.I.P. RAG? Gemini Flash 2.0 Might Just Have Revolutionized AI (Again) - Is Retrieval Augmented Generation Obsolete?

R.I.P. RAG? Gemini Flash 2.0 Might Just Have Revolutionized AI (Again) - Is Retrieval Augmented Generation Obsolete?

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5 min read
Evaluate your LLM! Ok, but what's next? 🤔

Evaluate your LLM! Ok, but what's next? 🤔

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1 min read
Evaluation as a Business Imperative: The Survival Guide for Large Model Application Development

Evaluation as a Business Imperative: The Survival Guide for Large Model Application Development

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5 min read
Parsing the ⭐'s with txtai

Parsing the ⭐'s with txtai

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13 min read
Optimize VLM Tokens with EmbedAnything x ColPali

Optimize VLM Tokens with EmbedAnything x ColPali

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7 min read
LLM Re-ranking: Enhancing Search and Retrieval with AI

LLM Re-ranking: Enhancing Search and Retrieval with AI

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5 min read
DeepSeek R1 + Ollama: 5 Free Open-Source AI Tools You Can Run Locally

DeepSeek R1 + Ollama: 5 Free Open-Source AI Tools You Can Run Locally

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1 min read
How to make a RAG application with LangChain4j

How to make a RAG application with LangChain4j

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13 min read
Building Slack Platform Expert AI

Building Slack Platform Expert AI

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16 min read
Como passar na certificação AI Practitioner - AWS

Como passar na certificação AI Practitioner - AWS

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26 min read
Chunking your data for RAG

Chunking your data for RAG

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26 min read
DeepSeek R1: A New Contender in the World of Large Language Models

DeepSeek R1: A New Contender in the World of Large Language Models

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3 min read
Swiftide 0.16 brings AI agents to Rust

Swiftide 0.16 brings AI agents to Rust

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1 min read
🚀 Setting Up Ollama & Running DeepSeek R1 Locally for a Powerful RAG System

🚀 Setting Up Ollama & Running DeepSeek R1 Locally for a Powerful RAG System

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4 min read
A RAG for Elixir in Elixir

A RAG for Elixir in Elixir

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8 min read
Deploy Open Source SLMs (Small Language Models) locally - DeepSeek R1 Distilled .

Deploy Open Source SLMs (Small Language Models) locally - DeepSeek R1 Distilled .

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2 min read
Submitting a Fine-Tuning Job: Organising the Workforce

Submitting a Fine-Tuning Job: Organising the Workforce

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2 min read
Is DeepSeek Really a Game Changer in 2025? Unpacking the AI Revolution

Is DeepSeek Really a Game Changer in 2025? Unpacking the AI Revolution

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3 min read
DeepSeek: Unlocking Insights Through Advanced Data Analysis

DeepSeek: Unlocking Insights Through Advanced Data Analysis

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4 min read
RAG in AI: The Technology Driving the Next Generation of Chatbots

RAG in AI: The Technology Driving the Next Generation of Chatbots

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7 min read
🚀 How to Run DeepSeek LLM on Android: The Ultimate Guide (Does It Even Work?)

🚀 How to Run DeepSeek LLM on Android: The Ultimate Guide (Does It Even Work?)

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3 min read
Build a Local RAG Researcher with DeepSeek R1

Build a Local RAG Researcher with DeepSeek R1

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10 min read
How to Deploy AI Models with Neurolov’s GPU Platform

How to Deploy AI Models with Neurolov’s GPU Platform

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1 min read
How to Implement LLM Grounding for Better Responses

How to Implement LLM Grounding for Better Responses

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6 min read
How to Implement RAG Chatbots in Your Business

How to Implement RAG Chatbots in Your Business

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6 min read
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