Isaac Kargar – Medium

Isaac Kargar

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Building an Enterprise-Grade Customer Support Chatbot: A RAG Architecture with AWS and LlamaIndex

In today’s digital landscape, scaling customer support operations presents a critical challenge for growing businesses. This case study…

Dec 16, 2024

Building an Enterprise-Grade Customer Support Chatbot: A RAG Architecture with AWS and LlamaIndex

Dec 16, 2024

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Published in
Python’s Gurus

Mixture of Memory Experts: Lamini Memory Tuning

Introduction

Jun 15, 2024

Mixture of Memory Experts: Lamini Memory Tuning

Jun 15, 2024

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Advanced Learning for Autonomous Agents — A Dive into “Agent Q”

Introduction

Sep 25, 2024

Advanced Learning for Autonomous Agents — A Dive into “Agent Q”

Sep 25, 2024

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At the Frontier of AI: Reviewing Top Papers on Mixture of Experts in Machine Learning

Note: AI tools are used in this blog post!

Dec 13, 2023

At the Frontier of AI: Reviewing Top Papers on Mixture of Experts in Machine Learning

Dec 13, 2023

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Expert Gate: Lifelong Learning with a Network of Experts

Note: AI tools are used in writing this blog post!

Feb 9, 2024

Expert Gate: Lifelong Learning with a Network of Experts

Feb 9, 2024

Transformer²: Self-Adaptive LLMs

Sakana AI just released Transformer² (“Transformer-squared”), a framework that allows large language models (LLMs) to adapt dynamically to…

6d ago

Transformer²: Self-Adaptive LLMs

6d ago

Graphs to Graph Neural Networks: From Fundamentals to Applications — Part 2c: RDF vs.

Knowledge graphs are rapidly gaining traction as a way to store and query complex, interlinked data. Two major approaches dominate this…

Jan 13

Graphs to Graph Neural Networks: From Fundamentals to Applications — Part 2c: RDF vs.

Jan 13

HybridRAG: Integrating Knowledge Graphs and Vector Retrieval Augmented Generation for Efficient…

Introduction

Jan 9

HybridRAG: Integrating Knowledge Graphs and Vector Retrieval Augmented Generation for Efficient…

Jan 9

The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery

Introduction

Jan 7

The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery

Jan 7

Enhancing Large Language Models with Self-Reflective Retrieval-Augmented Generation (Self-RAG)

Large Language Models (LLMs) like GPT-4 have revolutionized natural language processing, offering impressive capabilities in generating…

Jan 4

Enhancing Large Language Models with Self-Reflective Retrieval-Augmented Generation (Self-RAG)

Jan 4

Isaac Kargar

Isaac Kargar

Co-Founder and Chief AI Officer @ Resoniks | Ph.D. candidate at the Intelligent Robotics Group at Aalto University | https://kargarisaac.github.io/

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