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
Cheat at Search with Agents
4.8
·3 weeks·Sep 28 – Oct 17
Doug Turnbullhttp://softwaredoug.com
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
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Nikolay Vyahhi CEO Hyperskill | Lecturer JetBrains, MIT
+ Ruslan Davletshin, Nikalina Ogorodova, and Ivan Rodin
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 minutes2,314 StudentsLive
Aishwarya Naresh Reganti and Kiriti BadamRAG Explained: The Architecture Behind Agentic AI Systems
·30 minutes7,893 StudentsWatch
Aishwarya Srinivasan and Arvind NarayanBuilding SQL AI Agents
·90 minutes2,666 StudentsWatch
Aishwarya Srinivasan, Arvind Narayanamurthy, and Rami KrispinA Bag-of-Documents Model for Query Understanding & Retrieval
·60 minutes227 StudentsWatch
Daniel Tunkelang, Trey Grainger, and Doug TurnbullSearch Trends in 2026 - by the numbers
·Jun 1·60 minutes73 StudentsLive
Dawn Anderson, Trey Grainger, and Doug TurnbullAgentic RAG from Scratch
·30 minutes219 StudentsWatch
Raul Salles de Padua and Can TemizyurekBuilding a Shared Human–AI Memory System
·Jun 26·45 minutes121 StudentsLive
Amir Feizpour and Hugo MailhotContext Engineering & RAG for PMs: A Live Build
·May 24·60 minutes218 StudentsLive
Rajesh PentakotaCross-encoders: An End-to-end Guide
·Jun 17·60 minutes18 StudentsLive
Radu Gheorghe and Trey GraingerContext Engineering for Agents & Multi-Agent Systems
·60 minutes2,596 StudentsWatch
"Dr. Greg" Loughnane, Ph.D. and Chris "The Wiz" AlexiukEnterprise Knowledge Management and Multi-Agent Architecture
·30 minutes769 StudentsWatch
Hamza FarooqAdaptive Research Discovery with Obsidian and Agent Skills
·Jun 5·45 minutes29 StudentsLive.jpeg&w=1536&q=75)
Amir Feizpour and Percy (Boqi) ChenCheat at Search Essentials: BM25 + Lexical Retrieval
·60 minutes112 StudentsWatch
Doug TurnbullCheat at Search Essentials: Embedding Retrieval
·60 minutes94 StudentsWatch
Doug TurnbullCheat at Search Essentials: Evaluation, NDCG, and pals
·60 minutes104 StudentsWatch
Doug TurnbullCheat at Search Essentials: Vectors and Embeddings
·45 minutes896 StudentsWatchDoug TurnbullRAG and LLM Fine-Tuning
·30 minutes2,093 StudentsWatch
Dan Becker and Hamel HusainWhere are teams going wrong with search?
·60 minutes98 StudentsWatch
Doug Turnbull and Trey Grainger"I don't use RAG, I just retrieve documents"
·30 minutes5,644 StudentsWatch
Benjamin Clavié, Hamel Husain, and Shreya ShankarModern Information Retrieval Evaluation In The RAG Era
·45 minutes5,281 StudentsWatch
Nandan Thakur, Hamel Husain, and Shreya ShankarRethinking RAG from first principles for agents
·60 minutes1,105 StudentsWatch
Jason Liu and Beyang LiuCheat at Search Essentials
·3 lessons268 StudentsWatch
Doug TurnbullBuilding Enterprise RAG Solutions
·30 minutes1,319 StudentsWatch
Hamza FarooqBuild a vector database from scratch
·60 minutes1,079 StudentsWatch
Doug Turnbull and John BerrymanBuild Your AI Search Strategy Beyond SEO
·30 minutes2,628 StudentsWatch
Mostafa ElBermawyCheat at Search Essentials: BM25 + Lexical
·45 minutes551 StudentsWatchDoug TurnbullContext Engineering & Agentic RAG for Product Managers
·30 minutes2,063 StudentsWatch
Mahesh YadavCheat at Search Essentials: BM25 + Lexical
·60 minutes369 StudentsWatchDoug TurnbullAI Search Fundamentals: Vector Spaces, Matching, & Ranking
·75 minutes162 StudentsWatch
Doug Turnbull and Trey GraingerDense Vector Retrieval
·30 minutes174 StudentsWatchRaul Salles de Padua and Can TemizyurekUnderstand GenAI in 3 Key Patterns
·30 minutes769 StudentsWatch
"Dr. Greg" Loughnane and Chris "The LLM Wizard 🪄" AlexiukSemantic Search with Low-Code
·30 minutes251 StudentsWatch
Shubham SabooRAG in the age of agents. SWE-Bench as a case study.
·60 minutes1,781 StudentsWatch
Jason Liu and Colin FlahertyCheat at Search Essentials: Evaluation, NDCG, and pals
·60 minutes334 StudentsWatchDoug TurnbullModern AI Search Techniques You Should Know
·75 minutes162 StudentsWatch
Trey Grainger and Doug Turnbull2026 will be the year of agentic search
·60 minutes271 StudentsWatch
Jo Kristian Bergum and Doug TurnbullRAG is the what. Agentic Search is the how.
·60 minutes377 StudentsWatch
Doug TurnbullBuild a Document Processing Pipeline for RAG Systems
·30 minutes610 StudentsWatch
Stefan KrawcykIncrementally Adopting AI in E-Commerce Search
·60 minutes161 StudentsWatch
John Berryman and Doug TurnbullAI Engineering Buildcamp Demo Day Cohort 2
·90 minutes125 StudentsWatch
Alexey GrigorevMastering AI Search & LLM Optimization
·30 minutes258 StudentsWatch
Mostafa ElbermavyOverview of Graph Augmented LLM Systems
·45 minutes93 StudentsWatch
Amir Feizpour and Percy ChenRAG w/o APIs: When Function Calling Talks to Your Browser
·60 minutes247 StudentsWatch
Jason Liu and Michael StruwigBuild a vector database from scratch (part two)
·60 minutes226 StudentsWatch
Doug Turnbull and Eric PughDiscovering the Power of Lexical Search in RAG Applications
·45 minutes254 StudentsWatch
John BerrymanData is Everything: Finding needles in multimodal haystacks
·60 minutes230 StudentsWatch
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Jason Liu, Rajan Agarwal, and Luke IgelHybrid search live coded from scratch
·60 minutes286 StudentsWatch
Doug Turnbull and Ben TrentLessons on retrieval for autonomous coding agents
·60 minutes2,230 StudentsWatch
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Jason Liu and Nik PashReliable RAG Agents: Intent-Driven Failure Detection
·60 minutes298 StudentsWatch
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Jason Liu and Ben HylakAgentic Search: Are LLMs Replacing Decades of IR Wisdom?
·60 minutes313 StudentsWatch
Jon Handler and Trey GraingerAI-Powered Code Search At Scale
·75 minutes134 StudentsWatch
Audrey Lorberfeld and Trey GraingerFoundations of AI-Powered Search
·75 minutes241 StudentsWatchTrey Grainger and Doug TurnbullPersonalized Relevance with VLMs and Sparse Vectors
·60 minutes193 StudentsWatch
Piotr Kobziakowski and Trey GraingerModern Multi-Vector Code Search
·60 minutes157 StudentsWatch.jpg&w=1536&q=75)
Aamir Shakir and Isaac FlathDropbox: Knowledge Graphs, Prompt Optimizers, and MCPs
·60 minutes412 StudentsWatch
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Jason Liu and Josh ClemmEngineer Effective Context Systems
·30 minutes52 StudentsWatch
Carmelo IariaWill agents replace search teams? A discussion
·60 minutes181 StudentsWatch.jpg&w=1536&q=75)
Daniel Tunkenlang and Doug TurnbullA tour of OpenSearch 3.6's new agentic features
·60 minutes188 StudentsWatch
Eric Pugh, Doug Turnbull, and Mingshi LiuExploring Modern AI Search
·6 lessons285 StudentsWatchTrey GraingerLong-Context: RAG is Dead, Long Live RAG
·30 minutes382 StudentsWatch
"Dr. Greg" Loughnane and Chris "The LLM Wizard 🪄" AlexiukAgentic Enterprise Knowledge Management
·30 minutes246 StudentsWatch
Hamza FarooqBuild an AI powered recommendation system (in one hour)
·60 minutes304 StudentsWatch
Shreyans BhansaliBuilding RAG Systems with AWS Bedrock
·45 minutes176 StudentsWatch
Amir Feizpour and Omid OmidiBetter RAG using Relevant Information Gain
·45 minutes119 StudentsWatch
Amir Feizpour and Marc PickettAnatomy of a Deep Research System - Part 2 - Evaluation
·45 minutes164 StudentsWatch
Amir Feizpour and Suhas PaiDe-Risking LLM Model Switches w Evals & Prompt Optimization
·45 minutes145 StudentsWatch
Amir Feizpour and Hugo MailhotPractical Design Patterns for RAG
·45 minutes1,735 StudentsWatch
Amir Feizpour and Omid OmidiHybrid Search Is Just The Beginning: Optimizing the R in RAG
·45 minutes1,099 StudentsWatch.png&w=1536&q=75)
Doug Turnbull and Hamel HusainRAG Anti-patterns in the Wild, and How to Fix Them
·60 minutes796 StudentsWatch
Jason Liu and Skylar PayneNatural Language Search on Semi-Structured Data
·60 minutes1,293 StudentsWatch
Jason Liu and Daniel SvonavaCTO's Playbook for Faster Agentic RAG
·60 minutes655 StudentsWatch
Nirant Kasiwal and Doug TurnbullLatency First: How to Actually Make RAG & Agents Fast
·60 minutes692 StudentsWatch
Jason Liu and Aarush SahOptimize Structured Data Retrieval With Evals
·45 minutes843 StudentsWatch
Daniel Svonava and Hamel HusainBetter 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 ReimersSemantic search over the web with Exa
·60 minutes235 StudentsWatch
Jason Liu and Will BrykHow to Build a RAG App with OpenAI & Supabase
·60 minutes173 StudentsWatch
Bryce Klein and Shaw TalebiImproving retrievers by Reranking and embedding fine-tuning
·60 minutes960 StudentsWatch
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Jason Liu and Ayush ChaurasiaReasoning Opens up New Retrieval Frontiers
·30 minutes4,858 StudentsWatch
Orion Weller, Hamel Husain, and Shreya ShankarGoing Further: Late Interaction Beats Single Vector Limits
·30 minutes4,812 StudentsWatch
Antoine Chaffin, Hamel Husain, and Shreya ShankarThe Map Is Not The Territory – Highly Multimodal Search
·45 minutes4,830 StudentsWatch
Bryan Bischof and Ayush ChaurasiaCould your search be better without vectors? BM25 + friends
·45 minutes908 StudentsWatch
Doug TurnbullBuild Your Own “Deep Research” with LlamaIndex
·75 minutes120 StudentsWatch
Laurie Voss and Noah HeinBillion-Scale Vector Search on Object Storage
·60 minutes528 StudentsWatch
Jason Liu and Simon Hørup EskildsenCheat at Search Essentials: Evaluation, NDCG, and pals
·45 minutes821 StudentsWatchDoug TurnbullUnderrated: Elasticsearch for vector search + AI
·45 minutes257 StudentsWatch
Doug Turnbull and Philipp KrennFrom Text-RAG to Vision-RAG with Cohere
·60 minutes695 StudentsWatch
Jason Liu and Nils ReimersThe many shades of text search in vector retrieval
·45 minutes155 StudentsWatch
Evgeniya Sukhodolskaya and Doug TurnbullRAG Without the Lag: Interactive Debugging For RAG Pipelines
·30 minutes633 StudentsWatch
Quentin Romero Lauro and Shreya ShankarCheating at Query Understanding with LLMs
·60 minutes663 StudentsWatch
Jason Liu and Doug TurnbullImproving RAG: Embedding models & representation learning
·60 minutes201 StudentsWatch
Jason Liu and Daniel SvonavaRanking is overrated: why query understanding matters more
·60 minutes327 StudentsWatch
Daniel Tunkelang and Doug TurnbullSynthetic RAG evaluation
·60 minutes210 StudentsWatch
Alexey Grigorev and Doug TurnbullBeyond Hybrid Search with "Wormhole Vectors"
·60 minutes186 StudentsWatch
Trey Grainger and Dmitry KanUse LLMs as Judges for Search Result Quality
·75 minutes210 StudentsWatch
René Kriegler and Trey GraingerBeyond chunks - how to actually data model for RAG
·60 minutes260 StudentsWatch
Radu Gheorghe and Doug TurnbullBuilding Deep Research Systems
·30 minutes371 StudentsWatch
Andrei Lopatenko and Doug TurnbullOptimizing Multimodal Vector Search for E-commerce
·60 minutes171 StudentsWatch
Philippe Bouzaglou and Trey GraingerInterleaving for better RAG evaluation
·60 minutes279 StudentsWatch
Max Irwin, Doug Turnbull, and Trey GraingerThe 1/2 Token Codebase Search.
·60 minutes146 StudentsWatch
Rui Huang and Isaac FlathWhat is agentic search? (and why should I care!?)
·60 minutes348 StudentsWatch
Doug TurnbullTuning the Tuners-Can agents automate OpenSearchs relevance?
·60 minutes134 StudentsWatch
Eric Pugh and Doug TurnbullRAG isn't a vector search problem
·60 minutes250 StudentsWatch
John Berryman and Doug TurnbullCheat at Search Essentials: Vectors and Embeddings
·60 minutes257 StudentsWatchDoug TurnbullLive Build: Watch Me Wire Your Data into an AI Agent
·45 minutes102 StudentsWatch.jpg&w=1536&q=75)
Lev GorelovBuild RAG System with LangChain
·60 minutes107 StudentsWatch
Nitin MongaOffline search relevance testing with Vespa & Quepid
·60 minutes109 StudentsWatch
Charlie Hull and Trey GraingerOptimizing Search & Data Processing with Self-hosted SLMs
·60 minutes214 StudentsWatch
Daniel Svonava, Trey Grainger, and Doug TurnbullBuilding RAG-Enabled Agents w/ Postgres and Agent Framework
·60 minutes80 StudentsWatch
Spencer SchneidenbachAre we all doing "retrieval" wrong?... a candid discussion
·60 minutes139 StudentsWatch
Andreas Wagner, Trey Grainger, and Doug TurnbullAgentic Search: What's the big deal?
·60 minutes92 StudentsWatch
Doug Turnbull and Trey Grainger