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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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

Chain of Draft Prompting: A Simple Way to Make LLMs Think Faster

Large Language Models (LLMs) are great at solving complex problems. One common way to guide them is called “Chain-of-Thought” (CoT)…

Mar 30

Chain of Draft Prompting: A Simple Way to Make LLMs Think Faster

Mar 30

Some Thoughts on Reinforcement Learning in Large Language Models

As someone with a background in reinforcement learning (RL) and having witnessed its rising prominence in the large language model (LLM)…

Feb 15

Some Thoughts on Reinforcement Learning in Large Language Models

Feb 15

Exploring the smolagents Library: A Deep Dive into MultiStepAgent, CodeAgent, and ToolCallingAgent

In the realm of artificial intelligence, agents are entities that interact with environments to achieve specific goals. The smolagents…

Feb 8

Exploring the smolagents Library: A Deep Dive into MultiStepAgent, CodeAgent, and ToolCallingAgent

Feb 8

LLM Reasoning Series: How DeepSeek-R1 Uses Reinforcement Learningto Supercharge Reasoning

Large language models (LLMs) like ChatGPT, Claude, and Gemini have dazzled the world with their ability to write essays, solve math…

Jan 30

LLM Reasoning Series: How DeepSeek-R1 Uses Reinforcement Learningto Supercharge Reasoning

Jan 30

LLM Reasoning Series: Deep Dive into rStar-Math and Monte Carlo Tree Search

How a novel approach allows compact models to rival giants like OpenAI’s o1 through strategic “deep thinking.”

Jan 30

LLM Reasoning Series: Deep Dive into rStar-Math and Monte Carlo Tree Search

Jan 30

Isaac Kargar

Isaac Kargar

AI Researcher | Ph.D. candidate at the Intelligent Robotics Group at Aalto University | https://kargarisaac.github.io/

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