embeddings
50 talks
PodcastReal-time features, AI search, Agentic similarities
PodcastDoes AgenticRAG Really Work?
The Vector Search Engine Powering AI Agents
The Next Evolution of AI Agents
Reading groupA-MEM: Agentic Memory for LLM Agents
PodcastBuilding a Decentralized Knowledge Graph for AI
PodcastUnleashing Unconstrained News Knowledge Graphs to Combat Misinformation
AI-Powered Data Unification for Data Platforms
Building a Data Infrastructure for AI/ML
DuckDB is fast for analytics, but what can it do for AI?
Engineering Your AI Platform
Supercharging Your RAG System: Techniques and Challenges
PodcastUnpacking 3 Types of Feature Stores
Reading groupIntegrating Knowledge Graphs & Vector RAG for Efficient Information Extraction
PodcastVisualize - Bringing Structure to Unstructured Data
Fresh Data, Smart Retrieval: Milvus & Jina CLIP Explained
Ghostwriter - AI Writing That Learns From You
The Intersection of Graphs and Large Language Models
PodcastRecSys at Spotify
Seeing Like a Language Model
RagSys: RAG is just RecSys in Disguise
PodcastWhy Purpose-built Vector Databases Matter for Your Use Case
PodcastInformation Retrieval & Relevance
PodcastRAG Has Been Oversimplified
PodcastInferring Creativity
Model Blind Spot Discovery for Better Models
False Starts and Dead Ends: Building a Retrieval Augmented Generation System
Unlocking Real-World LLM Use Cases
PodcastAdventures in Building CLIP & Other (Largeish) LMs
Introduction to QA bots with RAGs and LLMs
PodcastBuilding Cody, an Open Source AI Coding Assistant
LLM-based Feature Extraction for Operational Optimization
MLOps LLM Stack Hackathon Winner
Bringing Structure to Unstructured Data with an AI-First System Design
Linguistically-informed LLMs Perform Better
Create a Contextual Chatbot with LLM and a Vector Database in 10 Minutes
Wardley Mapping Prompt Engineering
Solving LLM Data Problems
Beyond the Hype: Monitoring LLMs in Production
Embeddings and Retrieval for LLMs: Techniques and Challenges
Using Vector Databases: Practical Advice for Production
PodcastDemocratizing AI
Using LLMs to Punch Above Your Weight!
Vector Databases and Large Language Models
PodcastProduct Enrichment and Recommender Systems
PodcastTurning Redis into a Composable, ML Data Platform
Podcast2022 Predictions for MLOps and the Industry
MeetupSystem Design for Recommendations and Search
PodcastVector Similarity Search at Scale
PodcastMLOps + Machine Learning