QvickRead – Medium

QvickRead

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GoPenAI

Optimizing Retrieval-Augmented Generation with Cost-Constrained Chunk Selection: Introducing CORAG

tl;dr

4h ago

Optimizing Retrieval-Augmented Generation with Cost-Constrained Chunk Selection: Introducing CORAG

4h ago

QvickRead
in
GoPenAI

Dissecting Magentic-One: A Modular Multi-Agent System for Autonomous Complex Task Execution

The research paper from Microsoft, “Magentic-One: A Generalist Multi-Agent System for Solving Complex Tasks” introduces Magentic-One, a…

1d ago

Dissecting Magentic-One: A Modular Multi-Agent System for Autonomous Complex Task Execution

1d ago

QvickRead
in
GoPenAI

Exploring Small Language Models as Efficient Alternatives to Large Language Models: Techniques…

The Survey paper, “A Comprehensive Survey of Small Language Models in the Era of Large Language Models: Techniques, Enhancements…

2d ago

Exploring Small Language Models as Efficient Alternatives to Large Language Models: Techniques…

2d ago

QvickRead
in
GoPenAI

Enhancing Industrial AI: Optimizing Multimodal Retrieval-Augmented Generation with Text and Image…

The research paper explores how integrating multimodal models (text and image processing) into Retrieval-Augmented Generation (RAG) systems…

3d ago

Enhancing Industrial AI: Optimizing Multimodal Retrieval-Augmented Generation with Text and Image…

3d ago

QvickRead
in
GoPenAI

AFLOW: A Monte Carlo Tree Search Framework for Automated Workflow Optimization in Large Language…

#AFLOW, an automated framework aimed at optimizing agentic workflows for #LLMs using Monte Carlo Tree Search (#MCTS). Here’s a summary of…

5d ago

AFLOW: A Monte Carlo Tree Search Framework for Automated Workflow Optimization in Large Language…

5d ago

QvickRead
in
GoPenAI

OPEN-RAG: Enhancing Complex Reasoning in Retrieval-Augmented Generation with Open-Source Sparse…

A novel framework aiming to improve #RAG capabilities for #LLMs using an open-source mixture of experts (#MoE) approach. Research approach…

Oct 30

OPEN-RAG: Enhancing Complex Reasoning in Retrieval-Augmented Generation with Open-Source Sparse…

Oct 30

QvickRead
in
GoPenAI

Agentic Information Retrieval: A New Paradigm for Autonomous, LLM-Driven Information Systems

Research introduces a new paradigm in information retrieval (IR), known as “Agentic IR,” leveraging the capabilities of #LLMs to enhance…

Oct 28

Agentic Information Retrieval: A New Paradigm for Autonomous, LLM-Driven Information Systems

Oct 28

QvickRead
in
GoPenAI

AgentPrune: Optimizing Multi-Agent LLM Systems with Economical Communication and Robust Pruning

#QvickRead

Oct 23

AgentPrune: Optimizing Multi-Agent LLM Systems with Economical Communication and Robust Pruning

Oct 23

QvickRead
in
GoPenAI

Inference Scaling for Long-Context RAG Performance Optimization

Research investigates on how scaling inference computation impacts the performance of long-context large language models (LLMs)…

Oct 23

Inference Scaling for Long-Context RAG Performance Optimization

Oct 23

QvickRead
in
GoPenAI

ToolGen: Revolutionizing AI with Seamless Tool Mastery and Generation

Research introduces #ToolGen, a novel framework that enhances large language models (LLMs) by integrating tool retrieval and execution into…

Oct 17

ToolGen: Revolutionizing AI with Seamless Tool Mastery and Generation

Oct 17

QvickRead

QvickRead

I learn by Reinforced Reading/Writing; AI, Cloud and IoT. All the views expressed here are my own views and does not represent views of my firm that I work for.

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