Cohort-based courses
Forward Deployed Engineering Bootcamp

AI Engineering Buildcamp: From RAG to Agents

End-to-End AI Engineering Bootcamp
Agentic AI Bootcamp: 40 Hours of Live Code Along

Claude Code for Product Managers
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Learn to Automate the BS in Your Life - Claude Code/ Codex Obsidian

Privacy-First AI Systems for Healthcare: From Foundations to Agents

Cheat at Search with Agents

AI-Powered Search: Modern Retrieval for Humans & Agents

Agentic AI Engineering 2026 Edition

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+ Ruslan Davletshin, Nikalina Ogorodova, and Ivan Rodin
Build AI Agents for Enterprises
Claude for Work: Build Your Personal AI Workflow
Chaos to Clockwork for AI PM Leaders

1-day workshops
AI for Forward Deployed Engineers


Build your own vector database

Scale Your Fractional Practice with a Notion Business Brain You Can Rely On
Build a RAG System Like a PM

Free Lightning Lessons
Claude Context Engineering Explained & Knowledge Graphs
·45 minutes719 StudentsWatch
Mahesh YadavArchitect the Enterprise Context Layer for AI Agents
·Sep 14·60 minutes309 StudentsLive
Priyanka Vergadia and Austin KronzStop Spending Hours Checking AI Hallucinations
·Sep 9·30 minutes177 StudentsLive
Bojan GasparovicHow to Deploy AI Agents to Production (Live RAG Demo) ⭐
·Sep 9·60 minutes418 StudentsLive
Aishwarya Srinivasan & Arvind Narayan and Rami KrispinMaster RAG in 45 minutes
·45 minutes648 StudentsWatch
Karun Thankachan, Sai Kumar Bysani, Dr. Aki Wijesundara, and Lan ChuRAG Explained: The Architecture Behind Agentic AI Systems
·30 minutes9,980 StudentsWatch
Aishwarya Srinivasan and Arvind NarayanMemory for Agents: Personalization Beyond the Context Window
·60 minutes353 StudentsWatch
Aishwarya Srinivasan & Arvind Narayan and Rudraj MehtaNever Re-Upload a File to Claude or ChatGPT Again
·Sep 16·30 minutes63 StudentsLive
Bojan GasparovicBuild RAG System with LangChain
·Sep 13·120 minutes465 StudentsLive
Nitin MongaRAG for Engineers Who Already Know Databases
·Sep 14·30 minutes160 StudentsLive
Dr. Aki Wijesundara and Manu JayawardanaBuilding Context-Rich Agents with LlamaIndex Workflows
·60 minutes861 StudentsWatch
Aishwarya Srinivasan & Arvind Narayan and Logan MarkewichThe RAG Playbook: Retrieval Techniques for Production AI
·60 minutes885 StudentsWatch
Aishwarya Srinivasan & Arvind Narayan and Arjun PatelSearch and AI Career Q&A
·Sep 18·60 minutes17 StudentsLive
Doug Turnbull (Maven) and Brian PedersenBuilding SQL AI Agents
·90 minutes3,240 StudentsWatch
Aishwarya Srinivasan, Arvind Narayanamurthy, and Rami KrispinRAG isn't dead. It's sleeping.
·60 minutes415 StudentsWatch
Doug Turnbull (Maven) and Hugo Bowne-AndersonContext Architecture: Applying IA to AI Systems
·45 minutes154 StudentsWatch
Paz PerezMastering RAG-based systems for software engineers
·45 minutes3,513 StudentsWatch
Gaurav SenAgentic AI & RAG: Build Agents That Know Your Data
·30 minutes111 StudentsWatch.jpg&w=1536&q=75)
Krishnaraj Govindaraju and Deep PandeyKnowledge Graphs & Graph RAG for Enterprise AI
·60 minutes283 StudentsWatch
Hamza Farooq and Benjamin SquireClaude Certified Architect: Production, Not the Demo
·Sep 23·30 minutes8 StudentsLive
Carmelo Iaria and Dr. Aki WijesundaraKnowledge Management for Personal Agents
·45 minutes296 StudentsWatch
Doug Turnbull (Maven), Eleanor Berger, and Hugo Bowne-AndersonGuidance Beyond Language: Wisdom, Embeddings & LLMs
·60 minutes5 StudentsWatch.png&w=1536&q=75)
CT Academy and Edward Kennedy"I don't use RAG, I just retrieve documents"
·30 minutes5,714 StudentsWatch
Benjamin Clavié, Hamel Husain, and Shreya ShankarModern Information Retrieval Evaluation In The RAG Era
·45 minutes5,418 StudentsWatch
Nandan Thakur, Hamel Husain, and Shreya ShankarMastering Agentic RAG & AI Evals
·60 minutes1,352 StudentsWatch.png&w=1536&q=75)
Dr. Ryan Ahmed, Ph.D., MBA and Kukesh KodessEnterprise Knowledge Management and Multi-Agent Architecture
·30 minutes819 StudentsWatch
Hamza FarooqRAG is the what. Agentic Search is the how.
·60 minutes406 StudentsWatch
Doug TurnbullClaude Code 101: Ground Claude in Your Business Data
·Sep 16·60 minutes224 StudentsLive
Shane Butler, Sravya Madipalli, and Hai GuanContext Engineering for Agents & Multi-Agent Systems
·60 minutes2,719 StudentsWatch
"Dr. Greg" Loughnane, Ph.D. and Chris "The Wiz" AlexiukScaling Late Interaction to Billions of Documents
·45 minutes966 StudentsWatch
Marek Galovic and Hamel HusainWhat Makes a Good Search Agent?
·60 minutes414 StudentsWatch
Nandan Thakur and Hamel HusainStop picking embedding models off the MTEB leaderboard
·30 minutes175 StudentsWatch
Radu Gheorghe and Hamel HusainYour Agents Are Only As Good As Your Retrieval
·60 minutes127 StudentsWatch
Atita Arora, Doug Turnbull (Maven), and Hugo Bowne AndersonChoose RAG Fine-Tuning or the API
·Oct 11·30 minutes55 StudentsLive
Aki Wijesundara, PhD and Manu JayawardanaBuild a Text-to-SQL Agent Blueprint
·Sep 13·60 minutes3 StudentsLive
Viren ShahTensors in the Search Engine (Why?)
·Sep 24·60 minutes3 StudentsLive
Doug Turnbull (Maven) and Radu GheorgeThe AI Agent Stack in 2026
·45 minutes3,026 StudentsWatch
Aishwarya Naresh Reganti and Kiriti BadamBuild Your AI Search Strategy Beyond SEO
·30 minutes2,675 StudentsWatch
Mostafa ElBermawyCheat at Search Essentials: Vectors and Embeddings
·45 minutes936 StudentsWatch
Doug TurnbullRAG Anti-patterns in the Wild, and How to Fix Them
·60 minutes814 StudentsWatch
Jason Liu and Skylar PayneCTO's Playbook for Faster Agentic RAG
·60 minutes672 StudentsWatch
Nirant Kasiwal and Doug TurnbullBeyond chunks - how to actually data model for RAG
·60 minutes270 StudentsWatch
Radu Gheorghe and Doug TurnbullSemantic search over the web with Exa
·60 minutes240 StudentsWatch
Jason Liu and Will BrykHow to choose a vector database
·60 minutes190 StudentsWatch
Adam Hevenor and Doug Turnbull (Maven)Build RAG System with LangChain
·60 minutes155 StudentsWatch
Nitin MongaThe New Frontier of AI Search
·75 minutes136 StudentsWatch
Trey Grainger and Doug TurnbullOverview of Graph Augmented LLM Systems
·45 minutes103 StudentsWatch
Amir Feizpour and Percy ChenChunking Strategies That Make or Break RAG
·30 minutes72 StudentsWatch
Aki Wijesundara and Manu JayawardanaBuild an Agentic RAG App (Hands-On)
·60 minutes64 StudentsWatch
Yujian TangPrepare for AI Engineering Interviews
·Sep 7·30 minutes34 StudentsLive
Aki Wijesundara, PhD and Manu JayawardanaReasoning Opens up New Retrieval Frontiers
·30 minutes4,870 StudentsWatch
Orion Weller, Hamel Husain, and Shreya ShankarLessons on retrieval for autonomous coding agents
·60 minutes2,245 StudentsWatch
Jason Liu and Nik PashRAG in the age of agents. SWE-Bench as a case study.
·60 minutes1,785 StudentsWatch
Jason Liu and Colin FlahertyPractical Design Patterns for RAG
·45 minutes1,761 StudentsWatch
Amir Feizpour and Omid OmidiHybrid Search Is Just The Beginning: Optimizing the R in RAG
·45 minutes1,109 StudentsWatch.png&w=1536&q=75)
Doug Turnbull and Hamel HusainBuild a vector database from scratch
·60 minutes1,105 StudentsWatch
Doug Turnbull and John BerrymanHow to Answer Agentic AI System Design Questions
·90 minutes998 StudentsWatch
NachikethHow to Become a Forward Deployed Engineer: Skills & Roadmap
·45 minutes967 StudentsWatch
Priyanka VergadiaAI Engineering Buildcamp Demo Day Cohort 3
·60 minutes956 StudentsWatch
Alexey GrigorevCheat at Search Essentials: Evaluation, NDCG, and pals
·45 minutes825 StudentsWatch
Doug TurnbullBetter RAG Through Better Data
·60 minutes810 StudentsWatch
Jason Liu and Adit AbrahamFrom Text-RAG to Vision-RAG w/ VP Search @ Cohere
·60 minutes774 StudentsWatch
Jason Liu and Nils ReimersRAG Without the Lag: Interactive Debugging For RAG Pipelines
·30 minutes641 StudentsWatch
Quentin Romero Lauro and Shreya ShankarLong-Context: RAG is Dead, Long Live RAG
·30 minutes387 StudentsWatch
"Dr. Greg" Loughnane and Chris "The LLM Wizard 🪄" AlexiukCheat at Search Essentials: Evaluation, NDCG, and pals
·60 minutes344 StudentsWatch
Doug TurnbullExploring Modern AI Search
·6 lessons320 StudentsWatch
Trey Grainger & Doug Turnbull2026 will be the year of agentic search
·60 minutes281 StudentsWatch
Jo Kristian Bergum and Doug TurnbullMastering AI Search & LLM Optimization
·30 minutes268 StudentsWatch
Mostafa ElbermavySemantic Search with Low-Code
·30 minutes260 StudentsWatch
Shubham SabooDiscovering the Power of Lexical Search in RAG Applications
·45 minutes258 StudentsWatch
John BerrymanFoundations of AI-Powered Search
·75 minutes258 StudentsWatch
Trey Grainger and Doug TurnbullClaude Code for Marketers: Build a Competitor-Research Agent
·45 minutes222 StudentsWatch
Will LeathermanA tour of OpenSearch 3.6's new agentic features
·60 minutes192 StudentsWatch
Eric Pugh, Doug Turnbull, and Mingshi LiuAdaptive Research Discovery with Obsidian and Agent Skills
·45 minutes152 StudentsWatch
Amir Feizpour and Percy (Boqi) ChenContext Engineering: The Skill That Beat Prompts
·30 minutes150 StudentsWatch
Aki Wijesundara and Manu JayawardanaBuild Your Second Brain: AI That Knows Your Work
·60 minutes145 StudentsWatch
Will LowreyBuild an Agentic RAG App with Databricks and Neon (Hands-On)
·30 minutes143 StudentsWatch
Yujian TangA Team Brain That Won't Overshare
·Sep 14·60 minutes65 StudentsLive
Sathyan NandagopalDesign a Production RAG System Live
·30 minutes58 StudentsWatch
Aki Wijesundara, PhD and Manu JayawardanaLearn To Build An AI Agent Memory System
·30 minutes49 StudentsWatch
Sol FarahmandExtremely Accurate AI: Copilot Studio & Foundry Mini Session
·30 minutes48 StudentsWatchSean AstrakhanThe Map Is Not The Territory – Highly Multimodal Search
·45 minutes4,836 StudentsWatch
Bryan Bischof and Ayush ChaurasiaGoing Further: Late Interaction Beats Single Vector Limits
·30 minutes4,825 StudentsWatch
Antoine Chaffin, Hamel Husain, and Shreya ShankarRAG and LLM Fine-Tuning
·30 minutes2,450 StudentsWatch
Dan Becker and Hamel HusainContext Engineering & Agentic RAG for Product Managers
·30 minutes2,082 StudentsWatch
Mahesh YadavBuilding Enterprise RAG Solutions
·30 minutes1,558 StudentsWatch
Hamza FarooqNatural Language Search on Semi-Structured Data
·60 minutes1,297 StudentsWatch
Jason Liu and Daniel SvonavaContext Engineering & RAG for PMs: A Live Build
·60 minutes1,241 StudentsWatch
Rajesh PentakotaContext Engineering & RAG for PMs: A Live Build
·60 minutes1,156 StudentsWatch
Rajesh PentakotaRethinking RAG from first principles for agents
·60 minutes1,142 StudentsWatch
Jason Liu and Beyang LiuImproving retrievers by Reranking and embedding fine-tuning
·60 minutes970 StudentsWatch
Jason Liu and Ayush ChaurasiaCould your search be better without vectors? BM25 + friends
·45 minutes917 StudentsWatch
Doug TurnbullOptimize Structured Data Retrieval With Evals
·45 minutes851 StudentsWatch
Daniel Svonava and Hamel HusainUnderstand GenAI in 3 Key Patterns
·30 minutes779 StudentsWatch
"Dr. Greg" Loughnane and Chris "The LLM Wizard 🪄" AlexiukFrom Text-RAG to Vision-RAG with Cohere
·60 minutes698 StudentsWatch
Jason Liu and Nils ReimersLatency First: How to Actually Make RAG & Agents Fast
·60 minutes693 StudentsWatch
Jason Liu and Aarush SahCheating at Query Understanding with LLMs
·60 minutes679 StudentsWatch
Jason Liu and Doug TurnbullBuild a Document Processing Pipeline for RAG Systems
·30 minutes619 StudentsWatch
Stefan KrawcykCheat at Search Essentials: BM25 + Lexical
·45 minutes564 StudentsWatch
Doug TurnbullBillion-Scale Vector Search on Object Storage
·60 minutes537 StudentsWatch
Jason Liu and Simon Hørup EskildsenDropbox: Knowledge Graphs, Prompt Optimizers, and MCPs
·60 minutes418 StudentsWatch
Jason Liu and Josh ClemmCheat at Search Essentials: BM25 + Lexical
·60 minutes381 StudentsWatch
Doug TurnbullBuilding Deep Research Systems
·30 minutes374 StudentsWatch
Andrei Lopatenko and Doug TurnbullWhat is agentic search? (and why should I care!?)
·60 minutes363 StudentsWatch
Doug TurnbullRanking is overrated: why query understanding matters more
·60 minutes334 StudentsWatch
Daniel Tunkelang and Doug TurnbullAgentic Search: Are LLMs Replacing Decades of IR Wisdom?
·60 minutes328 StudentsWatch
Jon Handler and Trey GraingerBuilding a Shared Human–AI Memory System
·45 minutes313 StudentsWatch
Amir Feizpour and Hugo MailhotBuild an AI Chief of Staff for Your Ag Business
·30 minutes308 StudentsWatch
Patrick Walther and Shane ThomasBuild an AI powered recommendation system (in one hour)
·60 minutes307 StudentsWatch
Shreyans BhansaliReliable RAG Agents: Intent-Driven Failure Detection
·60 minutes300 StudentsWatch
Jason Liu and Ben HylakHybrid search live coded from scratch
·60 minutes293 StudentsWatch
Doug Turnbull and Ben TrentInterleaving for better RAG evaluation
·60 minutes289 StudentsWatch
Max Irwin, Doug Turnbull, and Trey GraingerCheat at Search Essentials: Vectors and Embeddings
·60 minutes278 StudentsWatch
Doug TurnbullCheat at Search Essentials
·3 lessons276 StudentsWatch
Doug Turnbull (Maven)A Bag-of-Documents Model for Query Understanding & Retrieval
·60 minutes265 StudentsWatch
Daniel Tunkelang, Trey Grainger, and Doug TurnbullUnderrated: Elasticsearch for vector search + AI
·45 minutes260 StudentsWatch
Doug Turnbull and Philipp KrennRAG isn't a vector search problem
·60 minutes259 StudentsWatch
John Berryman and Doug TurnbullAgentic Enterprise Knowledge Management
·30 minutes248 StudentsWatch
Hamza FarooqRAG w/o APIs: When Function Calling Talks to Your Browser
·60 minutes248 StudentsWatch
Jason Liu and Michael StruwigAgentic RAG from Scratch
·30 minutes243 StudentsWatch
Raul Salles de Padua and Can TemizyurekYou're solving the wrong problem with AI Search
·60 minutes243 StudentsWatch
Atita Arora, Trey Grainger, and Doug TurnbullBuild a vector database from scratch (part two)
·60 minutes234 StudentsWatch
Doug Turnbull and Eric PughData is Everything: Finding needles in multimodal haystacks
·60 minutes234 StudentsWatch
Jason Liu, Rajan Agarwal, and Luke IgelCross-encoders: An End-to-end Guide
·60 minutes234 StudentsWatch
Radu Gheorghe and Trey GraingerOptimizing Search & Data Processing with Self-hosted SLMs
·60 minutes231 StudentsWatch
Daniel Svonava, Trey Grainger, and Doug TurnbullSynthetic RAG evaluation
·60 minutes223 StudentsWatch
Alexey Grigorev and Doug TurnbullUse LLMs as Judges for Search Result Quality
·75 minutes217 StudentsWatch
René Kriegler and Trey GraingerImproving RAG: Embedding models & representation learning
·60 minutes208 StudentsWatch
Jason Liu and Daniel SvonavaSee What AI Tells Buyers About You in 20 Minutes
·45 minutes208 StudentsWatch
Will LeathermanBeyond Hybrid Search with "Wormhole Vectors"
·60 minutes201 StudentsWatch
Trey Grainger and Dmitry KanPersonalized Relevance with VLMs and Sparse Vectors
·60 minutes197 StudentsWatch
Piotr Kobziakowski and Trey GraingerSearch Trends in 2026 - by the numbers
·60 minutes193 StudentsWatch
Dawn Anderson, Doug Turnbull, and Trey GraingerDense Vector Retrieval
·30 minutes189 StudentsWatch
Raul Salles de Padua and Can TemizyurekAI Search Fundamentals: Vector Spaces, Matching, & Ranking
·75 minutes189 StudentsWatch
Doug Turnbull and Trey GraingerOptimizing Multimodal Vector Search for E-commerce
·60 minutes187 StudentsWatch
Philippe Bouzaglou and Trey GraingerWill agents replace search teams? A discussion
·60 minutes185 StudentsWatch.jpg&w=1536&q=75)
Daniel Tunkenlang and Doug TurnbullAgentic search: can we just use grep?
·60 minutes185 StudentsWatch
Doug Turnbull and Trey GraingerBuilding RAG Systems with AWS Bedrock
·45 minutes182 StudentsWatch
Amir Feizpour and Omid OmidiHow to Build a RAG App with OpenAI & Supabase
·60 minutes182 StudentsWatch
Bryce Klein and Shaw TalebiModern AI Search Techniques You Should Know
·75 minutes180 StudentsWatch
Trey Grainger and Doug TurnbullModern Multi-Vector Code Search
·60 minutes167 StudentsWatch.jpg&w=1536&q=75)
Aamir Shakir and Isaac FlathIncrementally Adopting AI in E-Commerce Search
·60 minutes166 StudentsWatch
John Berryman and Doug TurnbullAnatomy of a Deep Research System - Part 2 - Evaluation
·45 minutes165 StudentsWatch
Amir Feizpour and Suhas PaiThe many shades of text search in vector retrieval
·45 minutes161 StudentsWatch
Evgeniya Sukhodolskaya and Doug TurnbullAre we all doing "retrieval" wrong?... a candid discussion
·60 minutes150 StudentsWatch
Andreas Wagner, Trey Grainger, and Doug TurnbullThree Patterns for Better Agentic Search
·60 minutes148 StudentsWatch
Adam Hevenor, Doug Turnbull, and Trey GraingerDe-Risking LLM Model Switches w Evals & Prompt Optimization
·45 minutes147 StudentsWatch
Amir Feizpour and Hugo MailhotThe 1/2 Token Codebase Search.
·60 minutes147 StudentsWatch
Rui Huang and Isaac FlathCheat at Search Essentials: BM25 + Lexical Retrieval
·60 minutes138 StudentsWatch
Doug TurnbullTuning the Tuners-Can agents automate OpenSearchs relevance?
·60 minutes137 StudentsWatch
Eric Pugh and Doug Turnbull