What Is a Deep Research System and How Does It Work?

Channel:
Canada LLMs Explained - Aggregate Intellect - AI.SCIENCE
Subscribers:
22,600
Published on ● Video Link: https://www.youtube.com/watch?v=QNKWmKe8Ht4


Duration: 0:00
400 views
2

In this session, we discussed the definition and core architecture of a deep research system as a class of knowledge-intensive applications that perform arbitrary numbers of retrieval and reasoning hops to resolve complex information needs.

#DeepResearchSystems #MultiHopReasoning #RAG #RetrievalAugmentedGeneration #KnowledgeOps #LLM #AIResearch #InformationRetrieval #KnowledgeGraphs #AIInfrastructure



Other Videos By LLMs Explained - Aggregate Intellect - AI.SCIENCE


3 days agoInside the AI Bootcamp: 3 Sprints to Launch Your MVP
5 days agoSmart Salon: AI That Optimizes Bookings & Boosts Revenue
2025-10-07Academic Research on Steroids: Deep Research Academia Demo
2025-10-06Build Real-World LLM Agent Systems: Tech Stack
2025-10-02What Is a Deep Research System and How Does It Work?
2025-10-01Preserving Structured Data in RAG - Tables, Formatting, and Document Loaders
2025-09-30How Can We Improve Traditional RAG with Multimodal and Practical Enhancements?
2025-09-29Do We Still Need Traditional RAG?
2025-09-25Inside NodeRAG: Construction, Retrieval, and the Challenge of Long-Chain Reasoning
2025-09-24Limitations of RAG and the Emergence of NodeRAG
2025-09-22Meet LegalFlow: The AI Legal Intake Agent
2025-09-20How to Evaluate Your LLM Quality in n8n Using LLM as a Judge
2025-09-19AI in Healthcare HR: Faster Onboarding, Happier Employees
2025-09-18How to Evaluate Your LLM Quality in n8n - Automated Upwork Proposal Demo
2025-09-17We Built an AI System to Classify Bank Transactions - Demo
2025-09-12From Brainstorm to Working Prototype in HOURS Meet IdeaStorm
2025-09-11Building Agentic System with No Code Tools: n8n Demo
2025-09-09Building an Agentic System with n8n Workflow Demo
2025-09-08We built an AI-Powered Curated Hub for the Most Innovative AI Tools.
2025-09-05The Right Way to Use LLMs: Defining Clear Objectives
2025-09-04Meet Insygnia, an AI to Save SaaS Startups From Customer Churn