Search Results for "retrieval-augmented generation"

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Advanced Retrieval Augmented Generation Techniques

Advanced Retrieval Augmented Generation Techniques

While achieving a basic Retrieval Augmented Generation (RAG) is relatively straightforward, attainin...

36 slides 805
Technology
chloewilliams62
Retrieval Augmented Generation Evaluation with Ragas

Retrieval Augmented Generation Evaluation with Ragas

Retrieval Augmented Generation (RAG) enhances chatbots by incorporating custom data in the prompt. U...

29 slides 694
General
chloewilliams62
Guide to Retrieval-Augmented Generation (RAG) and Contextual Augmented Generation (CAG).pptx

Guide to Retrieval-Augmented Generation (RAG) and Contextual Augmented Generation (CAG).pptx

This document serves as a comprehensive guide to understanding Retrieval-Augmented Generation (RAG) ...

10 slides 52
Design
DougOrtiz
Introduction to Multilingual Retrieval Augmented Generation (RAG)

Introduction to Multilingual Retrieval Augmented Generation (RAG)

Retrieval augmented generation (RAG) is the most popular style of large language model application t...

34 slides 767
General
chloewilliams62
Multimodal Retrieval Augmented Generation (RAG) with Milvus

Multimodal Retrieval Augmented Generation (RAG) with Milvus

We've seen an influx of powerful multimodal capabilities in many LLMs. In this talk, we'll v...

26 slides 537
General
chloewilliams62
RETRIEVAL AUGMENTED GENERATION (RAG) FOR PRECISION LANGUAGE MODELS

RETRIEVAL AUGMENTED GENERATION (RAG) FOR PRECISION LANGUAGE MODELS

Explore greater nuances of retrieval augmented generation (RAG) in precision modeling; powering larg...

10 slides 12
General
pradipmoha
AI presentation and introduction - Retrieval Augmented Generation RAG 101

AI presentation and introduction - Retrieval Augmented Generation RAG 101

Brief Introduction to Generative AI and LLM in particular. Overview of the market, and usages of LLM...

18 slides 6,397
Technology
vincent683379
Applying Retrieval-Augmented Generation (RAG) to Combat Hallucinations in GenAI

Applying Retrieval-Augmented Generation (RAG) to Combat Hallucinations in GenAI

Applying Retrieval-Augmented Generation (RAG) to Combat Hallucinations in GenAI

18 slides 277
Technology
ssuserd4e0d2
RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Horizon Generation.pptx

RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Horizon Generation.pptx

RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Horizon Generation

12 slides 107
General
thanhdowork
Applying Retrieval-Augmented Generation (RAG) to Combat Hallucinations in GenAI

Applying Retrieval-Augmented Generation (RAG) to Combat Hallucinations in GenAI

phenomenon of "hallucinations," where models generate plausible-sounding but incorrect or ...

19 slides 158
Technology
ssuserd4e0d2
251020_Thien_Labseminar_Think-on-graph 2.0: Deep and faithful large language model reasoning with knowledge-guided retrieval augmented generation.pptx

251020_Thien_Labseminar_Think-on-graph 2.0: Deep and faithful large language model reasoning with knowledge-guided retrieval augmented generation.pptx

Think-on-graph 2.0: Deep and faithful large language model reasoning with knowledge-guided retrieval...

12 slides 3
Technology
thanhdowork
Natural Language Processing (NLP), RAG and its applications .pptx

Natural Language Processing (NLP), RAG and its applications .pptx

1.⁠ ⁠In the realm of Natural Language Processing (NLP), knowledge-intensive tasks such as questi...

21 slides 258
Technology
fkyes25
CyKG-RAG: Towards knowledge-graph enhanced retrieval augmented generation for cybersecurity

CyKG-RAG: Towards knowledge-graph enhanced retrieval augmented generation for cybersecurity

The ICS-SEC KG: An Integrated Cybersecurity Resource for Industrial Control Systems

16 slides 11
Technology
kabulkurniawan
論文紹介：Retrieval-Augmented Layout Transformer for Content-Aware Layout Generation

論文紹介：Retrieval-Augmented Layout Transformer for Content-Aware Layout Generation

Daichi Horita, Naoto Inoue, Kotaro Kikuchi, Kota Yamaguchi, Kiyoharu Aizawa, "Retrieval-Augment...

25 slides 113
Technology
ttamaki
Implement Agentic RAG Using Claude 3.5 Sonnet, LlamaIndex, and Milvus

Implement Agentic RAG Using Claude 3.5 Sonnet, LlamaIndex, and Milvus

In this talk, we review the cutting-edge techniques for implementing Agentic Retrieval-Augmented Ge...

22 slides 516
Technology
chloewilliams62
Agentforce RAG (Retrieval-Augmented Generation): Architecture and Implementation Best Practices - Oct 21, 2025

Agentforce RAG (Retrieval-Augmented Generation): Architecture and Implementation Best Practices - Oct 21, 2025

Key Takeaways To Expect At The End Of This Session: Design smarter embeddings — why custom ch...

23 slides 3
Technology
varshatiwari72
Introduction to Open Source RAG and RAG Evaluation

Introduction to Open Source RAG and RAG Evaluation

You’ve heard good data matters in Machine Learning, but does it matter for Generative AI applicati...

53 slides 1,000
Technology
chloewilliams62
[DSC DACH 24] Privacy-Aware Retrieval Augemented Generation - Damir Kopljar

[DSC DACH 24] Privacy-Aware Retrieval Augemented Generation - Damir Kopljar

The rapid advancement of language models has greatly improved text generation and interaction, but i...

27 slides 52
Technology
DataScienceConferenc1
202406 - Cape Town Snowflake User Group - LLM & RAG.pdf

202406 - Cape Town Snowflake User Group - LLM & RAG.pdf

Content from the July 2024 Cape Town Snowflake User Group focusing on Large Language Model (LLM) fun...

77 slides 339
General
douglas104700
MeVe: A Modular System for Memory Verification and Effective Context Control in Language Models

MeVe: A Modular System for Memory Verification and Effective Context Control in Language Models

Retrieval-Augmented Generation (RAG) systems typically face constraints because of their inherent me...

17 slides 1
General
ijitmc
Open Source and AI - ByWater Closing Keynote Presentation.pdf

Open Source and AI - ByWater Closing Keynote Presentation.pdf

ByWater Solutions, a leader in open-source library software, will discuss the future of open-source ...

29 slides 1,116
Technology
rigginsj
AI-Enhanced RAG System for Automated University Course Content Generation

AI-Enhanced RAG System for Automated University Course Content Generation

Business Problem Summary: The university needs to generate on-demand content for various courses, b...

20 slides 33
Technology
PAVANKUMAR2943
Introducción Inteligencia Artificial Generativa

Introducción Inteligencia Artificial Generativa

Introducción a la Inteligencia Artificial Generativa y los Modelos de Lenguaje (LLMs). Explica los ...

74 slides 26
Education
FranciscoAlfaro70
Infrastructure Challenges in Scaling RAG with Custom AI models

Infrastructure Challenges in Scaling RAG with Custom AI models

Read more: https://zilliz.com/blog/infrastructure-challenges-in-scaling-rag-with-custom-ai-models B...

30 slides 240
Technology
chloewilliams62