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

Feb 9

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

#opensource #ai #rag #llm

2 min read

Jean Klebert de A Modesto

Feb 23

The Rise of LLMs: Are We Dumbing Ourselves Down?

#ai #llm #rag #machinelearning

2 min read

Cover image for Submitting a Fine-Tuning Job: Organising the Workforce

es404020

Jan 6

Submitting a Fine-Tuning Job: Organising the Workforce

#webdev #python #llm #rag

2 min read

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

Sumsuzzaman Chowdhury for AWS Community Builders

Feb 9

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

#deepseek #aws #ai #rag

3 min read

Cover image for My Building Of Trading Order Management System Using AI Agents

Feb 9

My Building Of Trading Order Management System Using AI Agents

#rag #ai #machinelearning #datascience

2 min read

Feb 7

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

#webdev #programming #ai #rag

3 min read

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

Hitesh Umaletiya

Jan 9

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

#ai #rag

7 min read

Cover image for Build a Local RAG Researcher with DeepSeek R1

Feb 7

Build a Local RAG Researcher with DeepSeek R1

#ai #rag #deepseek #agenticai

10 min read

Cover image for How to Deploy AI Models with Neurolov’s GPU Platform

Neurolov

Feb 6

How to Deploy AI Models with Neurolov’s GPU Platform

#webdev #ai #rag #cloudcomputing

1 min read

Cover image for How to Implement LLM Grounding for Better Responses

Feb 6

How to Implement LLM Grounding for Better Responses

#llm #llmgrounding #rag #ai

6 min read

Cover image for Mastering Text-to-SQL with LLM Solutions and Overcoming Challenges

Feb 6

Mastering Text-to-SQL with LLM Solutions and Overcoming Challenges

#texttosql #genai #rag #llm

7 min read

Cover image for How to Implement RAG Chatbots in Your Business

Feb 6

How to Implement RAG Chatbots in Your Business

#rag #llm #machinelearning #ai

6 min read

Cover image for RAG on Azure OpenAI

Enrique Aguilar Martinez

Feb 5

RAG on Azure OpenAI

#rag #llm #azure #genai

3 min read

Cover image for Generative AI Cost Optimization Strategies

Jan 2

Generative AI Cost Optimization Strategies

#rag #programming #ai #genai

2 min read

Feb 5

Introducing Simba: Bring Your Knowledge into Your AI

#chatbot #opensource #knowledgemanagement #rag

3 min read

Cover image for Automate Email Processing using Event Driven Architecture and Generative AI

Felipe Malaquias for AWS Community Builders

Feb 5

Automate Email Processing using Event Driven Architecture and Generative AI

#bedrock #rag #ses #stepfunctions

3 min read

Feb 3

A multi-head classifier using SetFit for query preprocessing

#ai #rag #python

1 min read

Javier Luraschi

Dec 30 '24

Hal9: Create and Share Generative Apps

#rag #python #ai #chatgpt

3 min read

Cover image for AI + Data Weekly 169 for 23 December 2024

Dec 30 '24

AI + Data Weekly 169 for 23 December 2024

#opensource #ai #genai #rag

3 min read

Prathamesh Devadiga

Feb 1

Open-Source LLMs Deserve Code, Not Prompts! (DSPy, Voila!)

#rag #ai #opensource #python

3 min read

Cover image for RAG - Implementing the docs commands

Amine Ben hammou for This is Learning

Jan 28

RAG - Implementing the docs commands

#ai #rag #cli #typescript

8 min read

Cover image for Why LLMs Fall Short: Why Large Language Models Aren't Ideal for AI Agent Applications

Jan 3

Why LLMs Fall Short: Why Large Language Models Aren't Ideal for AI Agent Applications

#ai #rag #llm

3 min read

Cover image for Building a Robust RAG System: How to Set Up Ollama and Run DeepSeek R1 Locally

Sumsuzzaman Chowdhury for AWS Community Builders

Jan 30

Building a Robust RAG System: How to Set Up Ollama and Run DeepSeek R1 Locally

#deepseek #ai #rag #opensource

3 min read

Cover image for I made TypeScript Class Chatbot (every TypeScript class types also can do it)

Jan 31

I made TypeScript Class Chatbot (every TypeScript class types also can do it)

#typescript #opensource #ai #rag

5 min read

Sohan for AuthZed

Jan 31

Safeguarding Your Data When Using DeepSeek R1 In RAG Pipelines - Part 1

#deepseek #authorization #security #rag

4 min read

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