embeddings
64 talks
Judge a Transaction by the Company It Keeps
RAG Needs a Map: Using GraphRAG to Retrieve Connected Context
Stop Renting Your AI's Memory
Distill the LLM, Don't Serve It: Search & Personalization at DoorDash
The Search Engine for the Agentic Web
Knowledge Systems: The New GTM Stack
Building Turbopuffer
CrabRAG: Why Automated Assistants Need Graph Memory, Not More Tokens
A Practitioner's Guide to Graphs
AI-Driven Multi-Document Correlation for Financial Compliance
Bypassing the Multimodal Tax: Hybrid RAG, SQL RRF & UI Telemetry
We Cut 94% of AI Coding Tokens With a Local Code Index
Self Driving Products: Product Signals to Pull Requests
RAG is dead, right??
Benchmarking Semantic Code Retrieval on Claude Code
Why Your Agents Need Decision Traces, Not Just Documents
Bounded Autonomy: Between Free Will and Determinism
Personalization in the Era of LLMs
How Google DeepMind Is Researching the Next Frontier of AI for Gemini
Context Engineering: Connecting the Dots with Graphs
How to Look at Your Data
Vision AI in 2025
Building a Smarter AI Agent with Neural RAG
Building Alice's Brain: An AI Sales Rep that Learns Like a Human
Scaling Enterprise-Grade RAG: Lessons from Legal Frontier
Books reimagined: AI to create new experiences for things you know
HybridRAG: A Fusion of Graph and Vector Retrieval
Practical GraphRAG: Making LLMs Smarter with Knowledge Graphs
When Vectors Break Down: Graph-Based RAG for Dense Enterprise Knowledge
Agentic GraphRAG: AI's Logical Edge
Improving Recommendation Systems and Search in the Age of LLMs
One Model to Rule Netflix Recommendations
A year of Gemini progress + what comes next
Intro to GraphRAG
Agentic GraphRAG: Simplifying Retrieval Across Structured and Unstructured Data
Architecting Agent Memory: Principles, Patterns, and Best Practices
Building Multimodal AI Agents From Scratch
Graph Intelligence: Enhance Reasoning and Retrieval Using Graph Analytics
GraphRAG methods to create optimized LLM context windows for Retrieval
RAG in 2025: State of the Art and the Road Forward
The State of AI-Powered Search and Retrieval
Why Your Agent's Brain Needs a Playbook: Practical Wins from Using Ontologies
GraphRAG
LLM Recommendation Systems (RecSys)
Anchoring Enterprise GenAI with Knowledge Graphs
RAG and the MongoDB Document Model
Llama 3 at 1,000 tok/s on the SambaNova AI Platform
AI Templates
RAG for VPs of AI
Knowledge Graphs & GraphRAG: Techniques for Building Effective GenAI Applications
The Hierarchy of Needs for Training Dataset Development
We accidentally made an AI platform
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
GraphRAG: The Marriage of Knowledge Graphs and RAG
Git push get an AI API
Hypermode Launch
Running AI Applications in Minutes with AI Templates
Retrieval Augmented Generation in the Wild
The Hidden Life of Embeddings
AI Engineering 101
Supabase Vector: The Postgres Vector database
Announcing the AI Engineer Network