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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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Error Analysis 🔧 Stop Guessing, Start Fixing AI Models

Error Analysis 🔧 Stop Guessing, Start Fixing AI Models

14
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2 min read
Create Your Own AI Assistant, Coco AI v0.1.0 Released
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Create Your Own AI Assistant, Coco AI v0.1.0 Released

1
Comments
2 min read
DeepSeek R1 + Ollama: 5 Free Open-Source AI Tools You Can Run Locally
Cover image for 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

2
Comments
1 min read
How to Make a RAG Application With LangChain4j
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How to Make a RAG Application With LangChain4j

17
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13 min read
Building Slack Platform Expert AI

Building Slack Platform Expert AI

9
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16 min read
LLM Distillation: Optimizing Large Language Models for Efficiency

LLM Distillation: Optimizing Large Language Models for Efficiency

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3 min read
[Guide] Deploying Chainlit with RAG on Upsun 🚀
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[Guide] Deploying Chainlit with RAG on Upsun 🚀

2
Comments
1 min read
Como passar na certificação AI Practitioner - AWS
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Como passar na certificação AI Practitioner - AWS

6
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26 min read
Chunking your data for RAG

Chunking your data for RAG

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

1053
Comments 37
4 min read
Enhancing Developer Productivity with Cursor's External Documentation Integration

Enhancing Developer Productivity with Cursor's External Documentation Integration

1
Comments
3 min read
Deep Diving Into AI_devs 3: What I Learned And How You Can Benefit
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Deep Diving Into AI_devs 3: What I Learned And How You Can Benefit

Comments 1
7 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
Alternativa a Bedrock Knowledge Base

Alternativa a Bedrock Knowledge Base

1
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3 min read
A RAG for Elixir in Elixir
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A RAG for Elixir in Elixir

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8 min read
Deploy Open Source SLMs (Small Language Models) locally - DeepSeek R1 Distilled .
Cover image for 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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Comments 4
2 min read
The Rise of LLMs: Are We Dumbing Ourselves Down?

The Rise of LLMs: Are We Dumbing Ourselves Down?

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2 min read
Submitting a Fine-Tuning Job: Organising the Workforce
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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
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Is DeepSeek Really a Game Changer in 2025? Unpacking the AI Revolution

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3 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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Comments 2
3 min read
RAG in AI: The Technology Driving the Next Generation of Chatbots
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RAG in AI: The Technology Driving the Next Generation of Chatbots

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7 min read
Build a Local RAG Researcher with DeepSeek R1
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Build a Local RAG Researcher with DeepSeek R1

7
Comments 2
10 min read
How to Deploy AI Models with Neurolov’s GPU Platform
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How to Deploy AI Models with Neurolov’s GPU Platform

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Comments 4
1 min read
How to Implement LLM Grounding for Better Responses
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How to Implement LLM Grounding for Better Responses

1
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6 min read
How to Implement RAG Chatbots in Your Business
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How to Implement RAG Chatbots in Your Business

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6 min read
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