rag
164 talks
Beyond RAG: Build a Relational Context Engine from Scratch
RAG Needs a Map: Using GraphRAG to Retrieve Connected Context
Beyond RAG: A Relational Context Engine That Cuts Token Burn
From Context to Memory: Your Agents Need a Real Memory Layer
Why Your Company Needs a Context Graph (and How to Build It)
Grep or Embeddings? Agentic Search Over Company Documents
Evals in AI: A Deep Dive
From Raw Documents to AI-Ready Data
Keyword Search Is Dying. Is Your Catalog Ready for AI Agents?
Stop Fine-Tuning to Fix Retrieval Problems
If We Want Them to Do Knowledge Work, Design Them as Knowledge Agents
Pinecone 2.0
Stop Chunking Like It's 2022
The Search Engine for the Agentic Web
The Unreasonable Effectiveness of BM25 for Agentic Search
Your Agreements Are a Database You Can't Query
Agentic Sites: Building Hyper Personalized Websites
How to Generate Mergeable Code with a Context Engine
How We Got LLMs to Recommend Our Open Source Library
Building Agents Is Trivial Now, Context Is the Next Frontier
Context Engineering in 2026
The Rise of CaaS: Context-as-a-Service for Agentic AI
Lessons from Studying Every Memory System
Build for the Memo, Not the Demo
AI on Your Lakehouse: Context Comes in Shapes, Not Queries
Citation Needed: Provenance for LLM-Built Knowledge Graphs
CrabRAG: Why Automated Assistants Need Graph Memory, Not More Tokens
Your Moat Is Your Data Model
A Practitioner's Guide to Graphs
On AI and Knowledge
Semantic Blindness: 500,000 Sensors Confused an LLM
Stop AI Agent Hallucinations: 5 Techniques + Production Patterns
How We Taught Agents to Use Good Retrieval
AI-Driven Multi-Document Correlation for Financial Compliance
AI System Design: From Idea to Production
Bypassing the Multimodal Tax: Hybrid RAG, SQL RRF & UI Telemetry
Structuring the Unstructured
The 100-Tool Agent Is a Trap
User Signal Dies at the Retrieval Boundary
We Cut 94% of AI Coding Tokens With a Local Code Index
When All Context Matters: Extended Cache Augmented Generation
Turn 10,994 Notes Into Memory
The Miranda Hypothesis: How Hamilton Poisoned Persona Evals
Your Agent's Biggest Lie: "I Searched the Web"
Why Can't Anyone Answer Questions About the Business?
RAG is dead, right??
Why More Context Makes Your Agent Dumber and What to Do About It
Benchmarking Semantic Code Retrieval on Claude Code
Why Your Agents Need Decision Traces, Not Just Documents
Stop Babysitting Your Agents
Gemini Nano on device
Personalization in the Era of LLMs
Connecting the Dots with Context Graphs
Agentic Search for Context Engineering
Demand-Driven Context: A Methodology for Coherent Knowledge Bases Through Agent Failure
Mergeable by default: Building the context engine to save time and tokens
OpenRAG: An open-source stack for RAG
Stuffing Context is not Memory, Updating Weights is
Small Bets, Big Impact: Building GenBI at a Fortune 100
VoiceVision RAG: Integrating Visual Document Intelligence with Voice Response
Context Engineering: Connecting the Dots with Graphs
Enterprise Deep Research: The Next Killer App for Enterprise AI
AI Engineer Paris 2025, Day 2
Multi Agent AI and Network Knowledge Graphs for Change
Wisdom-Driven Knowledge Augmented Generation at Scale
The 2025 AI Engineering Report
Building Conversational AI Agents
Building a Smarter AI Agent with Neural RAG
Building Alice's Brain: An AI Sales Rep that Learns Like a Human
Evaluating AI Search: A Practical Framework for Augmented AI Systems
Layering Every Technique in RAG, One Query at a Time
Scaling Enterprise-Grade RAG: Lessons from Legal Frontier
Information Retrieval from the Ground Up
AI That Pays: Lessons from Revenue Cycle
How to Build Enterprise-Aware Agents
How Intuit Uses LLMs to Explain Taxes to Millions of Taxpayers
POC to PROD: Hard Lessons from 200+ Enterprise GenAI Deployments
The Billable Hour is Dead; Long Live the Billable Hour
HybridRAG: A Fusion of Graph and Vector Retrieval
Knowledge Graphs in Litigation Agents
Practical GraphRAG: Making LLMs Smarter with Knowledge Graphs
Stop Using RAG as Memory
When Vectors Break Down: Graph-Based RAG for Dense Enterprise Knowledge
Agentic GraphRAG: AI's Logical Edge
360Brew: LLM-based Personalized Ranking and Recommendation
Teaching Gemini to Speak YouTube: Adapting LLMs for Video Recommendations to 2B+DAU
Transforming search and discovery using LLMs
Intro to GraphRAG
Agentic GraphRAG: Simplifying Retrieval Across Structured and Unstructured Data
Architecting Agent Memory: Principles, Patterns, and Best Practices
Building Code First AI Agents with Azure AI Agent Service
Building Multimodal AI Agents From Scratch
Data is Your Differentiator: Building Secure and Tailored AI Systems
Effective agent design patterns in production
Forget RAG Pipelines: Build Production-Ready Agents in 15 Minutes
Graph Intelligence: Enhance Reasoning and Retrieval Using Graph Analytics
GraphRAG methods to create optimized LLM context windows for Retrieval
Memory Masterclass: Make Your AI Agents Remember What They Do!
Prompt Engineering is Dead
RAG in 2025: State of the Art and the Road Forward
The Eyes Are The (Context) Window to The Soul: How Windsurf Gets to Know You
The State of AI-Powered Search and Retrieval
Why Your Agent's Brain Needs a Playbook: Practical Wins from Using Ontologies
Building AI Agents that Actually Automate Knowledge Work
Evals
Retrieval + Search
GraphRAG
Analyzing 10,000 Sales Calls With AI In 2 Weeks
Grounded Reasoning Systems for Cloud Architecture
open-rag-eval: RAG Evaluation without "golden" answers
RAG Evaluation Is Broken! Here's Why (And How to Fix It)
Rust is the language of the AGI
The Coherence Trap: Why LLMs Feel Smart (But Aren't Thinking)
The Knowledge Graph Mullet: Trimming GraphRAG Complexity
The RAG Stack We Landed On After 37 Fails
RAG Agents in Prod: 10 Lessons We Learned
Trust, but Verify: Knowledge Agents for Finance Workflows
Anchoring Enterprise GenAI with Knowledge Graphs
How Deep Research Works
The Hidden Costs of Building Your Own RAG Stack
This video was edited with AI agent. But how?
AI Leadership
The Adversarial Path to the Personal Assistant
RAG at scale: production-ready GenAI apps with Azure AI Search
RAG and the MongoDB Document Model
Llama 3 at 1,000 tok/s on the SambaNova AI Platform
Accelerate your AI journey with Azure AI model catalog
AI Templates
Build, Evaluate and Deploy a RAG-Based Retail Copilot with Azure AI
GitHub Copilot: The World's Most Widely Adopted AI Developer Tool
Lessons from the Trenches: Building LLM Evals That Work IRL
Your RAG is Tripping, Here's the Real Reason Why
Building efficient hybrid context query for LLM grounding
Cohere for VPs of AI
The Rise of the AI Software Engineer
Navigating Challenges and Technical Debt in LLMs Deployment
RAG for VPs of AI
Understanding AI Stakes to Break Production Code
Navigating RAG Optimization with an Evaluation Driven Compass
Knowledge Graphs & GraphRAG: Techniques for Building Effective GenAI Applications
Realtime Data Connectivity for AI
LLM Scientific Reasoning: How to Make AI Capable of Nobel Prize Discoveries
Build enterprise generative AI apps using Llama 3 at 1,000 tokens/s on the SambaNova AI platform
Going beyond RAG: Extended Mind Transformers
Pydantic is STILL all you need
GraphRAG: The Marriage of Knowledge Graphs and RAG
Building State of the Art Open Weights Tool Use: The Command R Family
Git push get an AI API
Disrupting the $15 Trillion Construction Industry with Autonomous Agents
Running AI Applications in Minutes with AI Templates
How Codeium Breaks Through the Ceiling for Retrieval
From Software Developer to AI Engineer
The Future of Knowledge Assistants
Keynotes & CodeGen Track
Open Questions for AI Engineering
Trust, but Verify
Building Production-Ready RAG Applications
Retrieval Augmented Generation in the Wild
Domain adaptation and fine-tuning for domain-specific LLMs
Building Reactive AI Apps
AI Engineering 201: The Rest of the Owl
AI Engineering 101
Building Blocks for LLM Systems & Products
AI Engineer Summit 2023, Day 2 Livestream