Cohort-based courses
Guided programs to get real results.
Agent Engineering Bootcamp: Developers Edition
4.8
·6 weeks·May 28 – Jul 5
Hamza Farooq Founder | Ex-Google | Prof UCLA & UMN
Zain Hasan Staff AI/ML Engineer (DX) @ Together AI
End-to-End AI Engineering Bootcamp
4.9
·8 weeks·Jun 22 – Aug 16
Aurimas GriciunasFounder @ SwirlAI • Ex CPO @ neptune.ai
AI-Powered Search: Modern Retrieval for Humans & Agents
4.8
·4 weeks·Jul 1 – Jul 31
Trey Grainger AI Search Expert | Founder | Author
Doug Turnbull Principal Search Engineer | Author
Agentic AI Engineering 2026 Edition
NEW·10 weeks·Jun 22 – Aug 29
.jpeg&w=256&q=75)
Nikolay Vyahhi CEO Hyperskill | Lecturer JetBrains, MIT
+ Ruslan Davletshin, Nikalina Ogorodova, and Ivan Rodin
Cheat at Search with Agents
4.8
·3 weeks·Sep 28 – Oct 17
Doug Turnbullhttp://softwaredoug.com
1-day workshops
Short, focused sessions to build specific skills.
Free Lightning Lessons
Interactive sessions to explore new topics.
The AI Agent Stack in 2026
·May 31·45 minutes2,557 StudentsLive
Aishwarya Naresh Reganti and Kiriti BadamRAG Explained: The Architecture Behind Agentic AI Systems
·30 minutes8,008 StudentsWatch
Aishwarya Srinivasan and Arvind NarayanBuilding SQL AI Agents
·90 minutes2,713 StudentsWatch
Aishwarya Srinivasan, Arvind Narayanamurthy, and Rami KrispinRAG and LLM Fine-Tuning
·30 minutes2,151 StudentsWatch
Dan Becker and Hamel HusainSearch Trends in 2026 - by the numbers
·Jun 1·60 minutes122 StudentsLive
Dawn Anderson, Trey Grainger, and Doug TurnbullBuilding Enterprise RAG Solutions
·30 minutes1,348 StudentsWatch
Hamza FarooqContext Engineering & RAG for PMs: A Live Build
·Jun 7·60 minutes234 StudentsLive
Rajesh PentakotaContext Engineering for Agents & Multi-Agent Systems
·60 minutes2,612 StudentsWatch
"Dr. Greg" Loughnane, Ph.D. and Chris "The Wiz" AlexiukEnterprise Knowledge Management and Multi-Agent Architecture
·30 minutes780 StudentsWatch
Hamza FarooqModern Information Retrieval Evaluation In The RAG Era
·45 minutes5,294 StudentsWatch
Nandan Thakur, Hamel Husain, and Shreya ShankarAdaptive Research Discovery with Obsidian and Agent Skills
·Jun 5·45 minutes40 StudentsLive
.jpeg&w=1536&q=75)
Amir Feizpour and Percy (Boqi) ChenBuilding a Shared Human–AI Memory System
·Jun 26·45 minutes131 StudentsLive
Amir Feizpour and Hugo MailhotA Bag-of-Documents Model for Query Understanding & Retrieval
·60 minutes232 StudentsWatch
Daniel Tunkelang, Trey Grainger, and Doug TurnbullAgentic RAG from Scratch
·30 minutes227 StudentsWatch
Raul Salles de Padua and Can TemizyurekCross-encoders: An End-to-end Guide
·Jun 17·60 minutes22 StudentsLive
Radu Gheorghe and Trey GraingerUnderstand GenAI in 3 Key Patterns
·30 minutes773 StudentsWatch
"Dr. Greg" Loughnane and Chris "The LLM Wizard 🪄" Alexiuk"I don't use RAG, I just retrieve documents"
·30 minutes5,648 StudentsWatch
Benjamin Clavié, Hamel Husain, and Shreya ShankarBuild Your AI Search Strategy Beyond SEO
·30 minutes2,633 StudentsWatch
Mostafa ElBermawyPractical Design Patterns for RAG
·45 minutes1,740 StudentsWatch
Amir Feizpour and Omid OmidiRethinking RAG from first principles for agents
·60 minutes1,109 StudentsWatch
Jason Liu and Beyang LiuWhere are teams going wrong with search?
·60 minutes100 StudentsWatch
Doug Turnbull and Trey GraingerCheat at Search Essentials: Embedding Retrieval
·60 minutes96 StudentsWatch
Doug TurnbullCheat at Search Essentials: Vectors and Embeddings
·45 minutes897 StudentsWatchDoug TurnbullCheat at Search Essentials: BM25 + Lexical Retrieval
·60 minutes114 StudentsWatch
Doug TurnbullCheat at Search Essentials: Evaluation, NDCG, and pals
·60 minutes107 StudentsWatch
Doug TurnbullContext Engineering & Agentic RAG for Product Managers
·30 minutes2,065 StudentsWatch
Mahesh YadavRAG Anti-patterns in the Wild, and How to Fix Them
·60 minutes799 StudentsWatch
Jason Liu and Skylar PayneCheat at Search Essentials: BM25 + Lexical
·45 minutes551 StudentsWatchDoug Turnbull2026 will be the year of agentic search
·60 minutes274 StudentsWatch
Jo Kristian Bergum and Doug TurnbullRAG is the what. Agentic Search is the how.
·60 minutes378 StudentsWatch
Doug TurnbullOptimizing Search & Data Processing with Self-hosted SLMs
·60 minutes216 StudentsWatch
Daniel Svonava, Trey Grainger, and Doug TurnbullHow to Answer Agentic AI System Design Questions
·Jun 5·90 minutes2 StudentsLiveNachikethLessons on retrieval for autonomous coding agents
·60 minutes2,231 StudentsWatch
.png&w=1536&q=75)
Jason Liu and Nik PashHybrid Search Is Just The Beginning: Optimizing the R in RAG
·45 minutes1,100 StudentsWatch.png&w=1536&q=75)
Doug Turnbull and Hamel HusainBuild a vector database from scratch
·60 minutes1,079 StudentsWatch
Doug Turnbull and John BerrymanCould your search be better without vectors? BM25 + friends
·45 minutes909 StudentsWatch
Doug TurnbullCheating at Query Understanding with LLMs
·60 minutes664 StudentsWatch
Jason Liu and Doug TurnbullRAG Without the Lag: Interactive Debugging For RAG Pipelines
·30 minutes634 StudentsWatch
Quentin Romero Lauro and Shreya ShankarBuild a Document Processing Pipeline for RAG Systems
·30 minutes611 StudentsWatch
Stefan KrawcykDropbox: Knowledge Graphs, Prompt Optimizers, and MCPs
·60 minutes412 StudentsWatch
.png&w=1536&q=75)
Jason Liu and Josh ClemmCheat at Search Essentials: BM25 + Lexical
·60 minutes369 StudentsWatchDoug TurnbullCheat at Search Essentials: Evaluation, NDCG, and pals
·60 minutes334 StudentsWatchDoug TurnbullRanking is overrated: why query understanding matters more
·60 minutes328 StudentsWatch
Daniel Tunkelang and Doug TurnbullReliable RAG Agents: Intent-Driven Failure Detection
·60 minutes298 StudentsWatch
.png&w=1536&q=75)
Jason Liu and Ben HylakDiscovering the Power of Lexical Search in RAG Applications
·45 minutes254 StudentsWatch
John BerrymanBuild a vector database from scratch (part two)
·60 minutes227 StudentsWatch
Doug Turnbull and Eric PughOptimizing Multimodal Vector Search for E-commerce
·60 minutes172 StudentsWatch
Philippe Bouzaglou and Trey GraingerModern AI Search Techniques You Should Know
·75 minutes163 StudentsWatch
Trey Grainger and Doug TurnbullIncrementally Adopting AI in E-Commerce Search
·60 minutes161 StudentsWatch
John Berryman and Doug TurnbullModern Multi-Vector Code Search
·60 minutes157 StudentsWatch.jpg&w=1536&q=75)
Aamir Shakir and Isaac FlathOverview of Graph Augmented LLM Systems
·45 minutes94 StudentsWatch
Amir Feizpour and Percy ChenAgentic Search: What's the big deal?
·60 minutes93 StudentsWatch
Doug Turnbull and Trey GraingerBuilding RAG-Enabled Agents w/ Postgres and Agent Framework
·60 minutes81 StudentsWatch
Spencer SchneidenbachEngineer Effective Context Systems
·30 minutes53 StudentsWatch
Carmelo IariaReasoning Opens up New Retrieval Frontiers
·30 minutes4,858 StudentsWatch
Orion Weller, Hamel Husain, and Shreya ShankarThe Map Is Not The Territory – Highly Multimodal Search
·45 minutes4,830 StudentsWatch
Bryan Bischof and Ayush ChaurasiaGoing Further: Late Interaction Beats Single Vector Limits
·30 minutes4,812 StudentsWatch
Antoine Chaffin, Hamel Husain, and Shreya ShankarRAG in the age of agents. SWE-Bench as a case study.
·60 minutes1,781 StudentsWatch
Jason Liu and Colin FlahertyNatural Language Search on Semi-Structured Data
·60 minutes1,293 StudentsWatch
Jason Liu and Daniel SvonavaImproving retrievers by Reranking and embedding fine-tuning
·60 minutes960 StudentsWatch
.png&w=1536&q=75)
Jason Liu and Ayush ChaurasiaOptimize Structured Data Retrieval With Evals
·45 minutes843 StudentsWatch
Daniel Svonava and Hamel HusainCheat at Search Essentials: Evaluation, NDCG, and pals
·45 minutes821 StudentsWatchDoug TurnbullBetter RAG Through Better Data
·60 minutes798 StudentsWatch
Jason Liu and Adit AbrahamFrom Text-RAG to Vision-RAG w/ VP Search @ Cohere
·60 minutes772 StudentsWatch
Jason Liu and Nils ReimersFrom Text-RAG to Vision-RAG with Cohere
·60 minutes695 StudentsWatch
Jason Liu and Nils ReimersLatency First: How to Actually Make RAG & Agents Fast
·60 minutes692 StudentsWatch
Jason Liu and Aarush SahCTO's Playbook for Faster Agentic RAG
·60 minutes655 StudentsWatch
Nirant Kasiwal and Doug TurnbullBillion-Scale Vector Search on Object Storage
·60 minutes528 StudentsWatch
Jason Liu and Simon Hørup EskildsenLong-Context: RAG is Dead, Long Live RAG
·30 minutes382 StudentsWatch
"Dr. Greg" Loughnane and Chris "The LLM Wizard 🪄" AlexiukBuilding Deep Research Systems
·30 minutes371 StudentsWatch
Andrei Lopatenko and Doug TurnbullWhat is agentic search? (and why should I care!?)
·60 minutes348 StudentsWatch
Doug TurnbullAgentic Search: Are LLMs Replacing Decades of IR Wisdom?
·60 minutes313 StudentsWatch
Jon Handler and Trey GraingerBuild an AI powered recommendation system (in one hour)
·60 minutes304 StudentsWatch
Shreyans BhansaliHybrid search live coded from scratch
·60 minutes286 StudentsWatch
Doug Turnbull and Ben TrentExploring Modern AI Search
·6 lessons285 StudentsWatchAI-Powered SearchInterleaving for better RAG evaluation
·60 minutes279 StudentsWatch
Max Irwin, Doug Turnbull, and Trey GraingerCheat at Search Essentials
·3 lessons268 StudentsWatchDoug TurnbullBeyond chunks - how to actually data model for RAG
·60 minutes260 StudentsWatch
Radu Gheorghe and Doug TurnbullMastering AI Search & LLM Optimization
·30 minutes258 StudentsWatch
Mostafa ElbermavyUnderrated: Elasticsearch for vector search + AI
·45 minutes257 StudentsWatch
Doug Turnbull and Philipp KrennCheat at Search Essentials: Vectors and Embeddings
·60 minutes257 StudentsWatchDoug TurnbullSemantic Search with Low-Code
·30 minutes251 StudentsWatch
Shubham SabooRAG isn't a vector search problem
·60 minutes250 StudentsWatch
John Berryman and Doug TurnbullRAG w/o APIs: When Function Calling Talks to Your Browser
·60 minutes247 StudentsWatch
Jason Liu and Michael StruwigAgentic Enterprise Knowledge Management
·30 minutes246 StudentsWatch
Hamza FarooqFoundations of AI-Powered Search
·75 minutes241 StudentsWatch
Trey Grainger and Doug TurnbullSemantic search over the web with Exa
·60 minutes235 StudentsWatch
Jason Liu and Will BrykData is Everything: Finding needles in multimodal haystacks
·60 minutes230 StudentsWatch
.png&w=1536&q=75)
Jason Liu, Rajan Agarwal, and Luke IgelSynthetic RAG evaluation
·60 minutes210 StudentsWatch
Alexey Grigorev and Doug TurnbullUse LLMs as Judges for Search Result Quality
·75 minutes210 StudentsWatch
René Kriegler and Trey GraingerImproving RAG: Embedding models & representation learning
·60 minutes201 StudentsWatch
Jason Liu and Daniel SvonavaPersonalized Relevance with VLMs and Sparse Vectors
·60 minutes193 StudentsWatch
Piotr Kobziakowski and Trey GraingerA tour of OpenSearch 3.6's new agentic features
·60 minutes188 StudentsWatch
Eric Pugh, Doug Turnbull, and Mingshi LiuBeyond Hybrid Search with "Wormhole Vectors"
·60 minutes186 StudentsWatch
Trey Grainger and Dmitry KanWill agents replace search teams? A discussion
·60 minutes181 StudentsWatch.jpg&w=1536&q=75)
Daniel Tunkenlang and Doug TurnbullBuilding RAG Systems with AWS Bedrock
·45 minutes176 StudentsWatch
Amir Feizpour and Omid OmidiDense Vector Retrieval
·30 minutes174 StudentsWatchRaul Salles de Padua and Can TemizyurekHow to Build a RAG App with OpenAI & Supabase
·60 minutes173 StudentsWatch
Bryce Klein and Shaw TalebiAnatomy of a Deep Research System - Part 2 - Evaluation
·45 minutes164 StudentsWatch
Amir Feizpour and Suhas PaiAI Search Fundamentals: Vector Spaces, Matching, & Ranking
·75 minutes162 StudentsWatchDoug Turnbull and Trey GraingerThe many shades of text search in vector retrieval
·45 minutes155 StudentsWatch
Evgeniya Sukhodolskaya and Doug TurnbullThe 1/2 Token Codebase Search.
·60 minutes146 StudentsWatch
Rui Huang and Isaac FlathDe-Risking LLM Model Switches w Evals & Prompt Optimization
·45 minutes145 StudentsWatch
Amir Feizpour and Hugo MailhotAre we all doing "retrieval" wrong?... a candid discussion
·60 minutes139 StudentsWatch
Andreas Wagner, Trey Grainger, and Doug TurnbullAI-Powered Code Search At Scale
·75 minutes134 StudentsWatch
Audrey Lorberfeld and Trey GraingerTuning the Tuners-Can agents automate OpenSearchs relevance?
·60 minutes134 StudentsWatch
Eric Pugh and Doug TurnbullAI Engineering Buildcamp Demo Day Cohort 2
·90 minutes125 StudentsWatch
Alexey GrigorevBuild Your Own “Deep Research” with LlamaIndex
·75 minutes120 StudentsWatch
Laurie Voss and Noah HeinBetter RAG using Relevant Information Gain
·45 minutes119 StudentsWatch
Amir Feizpour and Marc PickettOffline search relevance testing with Vespa & Quepid
·60 minutes109 StudentsWatch
Charlie Hull and Trey GraingerBuild RAG System with LangChain
·60 minutes107 StudentsWatch
Nitin MongaLive Build: Watch Me Wire Your Data into an AI Agent
·45 minutes102 StudentsWatch.jpg&w=1536&q=75)
Lev Gorelov