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Unveiling
AI Agents
Victor Nitu
AI Engineer
@
IMTF
RegTech Solutions
AI Agents for
AML
Agenda
Introduction
Evolution
of GenAI
Model
Application
Chat
Agent
Questions
Introduction
Model
Application
Chat
Agent
S
mall/
L
arge
L
anguage
M
odel
Text-to-Text
GPT-4o, Mistral, Llama 3, DeepSeek V3, ...
Modality
Text
Image
Speech
Text
Mistral
Midjourney
Kokoro
Image
LLaVA
Stable Diffusion
LLaVA + Kokoro
Speech
Whisperer
Whisperer + Stable Diffusion
SpeechT5
Model
Application
Chat
Agent
Prompt
Engineering
Few-Shot
Chain-of-Thought
...
R
etrieval-
A
ugmented
G
eneration
Basic
RAG
Web Search
RAG
Knowledge Graphs
...
Model
Application
Chat
Agent
Model
Application
Chat
Agent
Goal-Oriented
:
no human
required
Autonomous
and
Adaptive
Tools
: Persistance / Memory / RAG / ...
Dynamic
Inputs & Outputs
Questions?