Cohort-based courses
Forward Deployed Engineering Bootcamp

Agent Engineering Bootcamp: Developers Edition


Cheat at Search with Agents

End-to-End AI Engineering Bootcamp
Build Production-Ready AI Agents for the Enterprise


Build AI Agents for Enterprises
Private & Local AI for Healthcare: 2 Day Hands-On Workshop

Claude Code for Product Managers
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AI Engineering Buildcamp: From RAG to Agents

AI-Powered Search: Modern Retrieval for Humans & Agents

Agentic AI Bootcamp: 30 Hours of Live Code Along

Agentic AI Engineering 2026 Edition

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+ Ruslan Davletshin, Nikalina Ogorodova, and Ivan Rodin
The AI Chief of Staff Program: Build your 250k a year EA.

Claude for Work: Build Your Personal AI Workflow
The AI Visibility Bootcamp

1-day workshops
Build your own vector database

AI for Forward Deployed Engineers


Scale Your Fractional Practice with a Notion Business Brain You Can Rely On
Founder's Agentic OS: From Chaos Docs to an AI Chief of Staff

Free Lightning Lessons
Knowledge Management for Personal Agents
·45 minutes228 StudentsWatch
Doug Turnbull (Maven), Eleanor Berger, and Hugo Bowne-AndersonThe RAG Playbook: Retrieval Techniques for Production AI
·Aug 17·60 minutes236 StudentsLive
Aishwarya Srinivasan & Arvind Narayan and Arjun PatelMaster RAG in 45 minutes
·Aug 23·45 minutes279 StudentsLive
Karun Thankachan, Sai Kumar Bysani, Dr. Aki Wijesundara, and Lan ChuBuilding Context-Rich Agents with LlamaIndex Workflows
·Aug 17·60 minutes135 StudentsLive
Aishwarya Srinivasan & Arvind Narayan and Logan MarkewichRAG isn't dead. It's sleeping.
·Aug 28·60 minutes172 StudentsLive
Doug Turnbull (Maven) and Hugo Bowne-AndersonRAG Explained: The Architecture Behind Agentic AI Systems
·30 minutes9,662 StudentsWatch
Aishwarya Srinivasan and Arvind NarayanBuild RAG System with LangChain
·Aug 23·120 minutes198 StudentsLive
Nitin MongaHow to Deploy AI Agents to Production (Live RAG Demo) ⭐
·Sep 9·60 minutes161 StudentsLive
Aishwarya Srinivasan & Arvind Narayan and Rami KrispinClaude Code 101: Ground Claude in Your Business Data
·Sep 16·60 minutes207 StudentsLive
Shane Butler, Sravya Madipalli, and Hai GuanMemory for Agents: Personalization Beyond the Context Window
·Aug 28·60 minutes63 StudentsLive
Aishwarya Srinivasan & Arvind Narayan and Rudraj MehtaKnowledge Graphs & Graph RAG for Enterprise AI
·60 minutes246 StudentsWatch
Hamza Farooq and Benjamin SquireHow to choose a vector database
·60 minutes172 StudentsWatch
Adam Hevenor and Doug Turnbull (Maven)Why your hybrid search sucks
·60 minutes128 StudentsWatch
Doug Turnbull (Maven)RAG for Engineers Who Already Know Databases
·Sep 14·30 minutes32 StudentsLive
Dr. Aki Wijesundara and Manu JayawardanaBuild an Agentic RAG App with Databricks and Neon (Hands-On)
·Aug 25·30 minutes70 StudentsLive
Yujian TangDesign a Production RAG System Live
·30 minutes53 StudentsWatch
Aki Wijesundara, PhD and Manu JayawardanaScaling Late Interaction to Billions of Documents
·45 minutes948 StudentsWatch
Marek Galovic and Hamel HusainYour Agents Are Only As Good As Your Retrieval
·60 minutes110 StudentsWatch
Atita Arora, Doug Turnbull (Maven), and Hugo Bowne AndersonContext Architecture: Applying IA to AI Systems
·Aug 27·45 minutes57 StudentsLive
Paz PerezChoose RAG Fine-Tuning or the API
·Oct 11·30 minutes50 StudentsLive
Aki Wijesundara, PhD and Manu JayawardanaBuilding SQL AI Agents
·90 minutes3,198 StudentsWatch
Aishwarya Srinivasan, Arvind Narayanamurthy, and Rami KrispinWhat Makes a Good Search Agent?
·60 minutes389 StudentsWatch
Nandan Thakur and Hamel HusainStop picking embedding models off the MTEB leaderboard
·30 minutes160 StudentsWatch
Radu Gheorghe and Hamel HusainRAG and LLM Fine-Tuning
·30 minutes2,445 StudentsWatch
Dan Becker and Hamel HusainA Team Brain That Won't Overshare
·Sep 14·60 minutes13 StudentsLive
Sathyan NandagopalBuilding Enterprise RAG Solutions
·30 minutes1,552 StudentsWatch
Hamza FarooqHow to Become a Forward Deployed Engineer: Skills & Roadmap
·45 minutes962 StudentsWatch
Priyanka VergadiaAgentic AI & RAG: Build Agents That Know Your Data
·30 minutes87 StudentsWatch.jpg&w=1536&q=75)
Krishnaraj Govindaraju and Deep PandeyMastering RAG-based systems for software engineers
·45 minutes3,462 StudentsWatch
Gaurav SenThe AI Agent Stack in 2026
·45 minutes3,008 StudentsWatch
Aishwarya Naresh Reganti and Kiriti BadamBuild a vector database from scratch
·60 minutes1,096 StudentsWatch
Doug Turnbull and John BerrymanCheat at Search Essentials: Vectors and Embeddings
·45 minutes932 StudentsWatch
Doug Turnbull"I don't use RAG, I just retrieve documents"
·30 minutes5,706 StudentsWatch
Benjamin Clavié, Hamel Husain, and Shreya ShankarModern Information Retrieval Evaluation In The RAG Era
·45 minutes5,409 StudentsWatch
Nandan Thakur, Hamel Husain, and Shreya ShankarContext Engineering for Agents & Multi-Agent Systems
·60 minutes2,708 StudentsWatch
"Dr. Greg" Loughnane, Ph.D. and Chris "The Wiz" AlexiukPractical Design Patterns for RAG
·45 minutes1,757 StudentsWatch
Amir Feizpour and Omid OmidiMastering Agentic RAG & AI Evals
·60 minutes1,338 StudentsWatch.png&w=1536&q=75)
Dr. Ryan Ahmed, Ph.D., MBA and Kukesh KodessHow to Answer Agentic AI System Design Questions
·90 minutes994 StudentsWatch
NachikethFoundations of AI-Powered Search
·75 minutes257 StudentsWatch
Trey Grainger and Doug TurnbullScale Your Vector DB to a Million Docs
·30 minutes65 StudentsWatch
Aki Wijesundara and Manu JayawardanaReasoning Opens up New Retrieval Frontiers
·30 minutes4,868 StudentsWatch
Orion Weller, Hamel Husain, and Shreya ShankarBuild Your AI Search Strategy Beyond SEO
·30 minutes2,669 StudentsWatch
Mostafa ElBermawyContext Engineering & Agentic RAG for Product Managers
·30 minutes2,080 StudentsWatch
Mahesh YadavContext Engineering & RAG for PMs: A Live Build
·60 minutes1,238 StudentsWatch
Rajesh PentakotaHybrid Search Is Just The Beginning: Optimizing the R in RAG
·45 minutes1,105 StudentsWatch.png&w=1536&q=75)
Doug Turnbull and Hamel HusainImproving retrievers by Reranking and embedding fine-tuning
·60 minutes969 StudentsWatch
Jason Liu and Ayush ChaurasiaEnterprise Knowledge Management and Multi-Agent Architecture
·30 minutes813 StudentsWatch
Hamza FarooqBetter RAG Through Better Data
·60 minutes809 StudentsWatch
Jason Liu and Adit AbrahamRAG is the what. Agentic Search is the how.
·60 minutes399 StudentsWatch
Doug TurnbullCheat at Search Essentials: BM25 + Lexical
·60 minutes380 StudentsWatch
Doug TurnbullCross-encoders: An End-to-end Guide
·60 minutes233 StudentsWatch
Radu Gheorghe and Trey GraingerOptimizing Search & Data Processing with Self-hosted SLMs
·60 minutes230 StudentsWatch
Daniel Svonava, Trey Grainger, and Doug TurnbullClaude Code for Marketers: Build a Competitor-Research Agent
·45 minutes216 StudentsWatch
Will LeathermanSee What AI Tells Buyers About You in 20 Minutes
·45 minutes208 StudentsWatch
Will LeathermanThe many shades of text search in vector retrieval
·45 minutes159 StudentsWatch
Evgeniya Sukhodolskaya and Doug TurnbullAdaptive Research Discovery with Obsidian and Agent Skills
·45 minutes150 StudentsWatch
Amir Feizpour and Percy (Boqi) ChenBuild RAG System with LangChain
·60 minutes149 StudentsWatch
Nitin MongaContext Engineering: The Skill That Beat Prompts
·30 minutes148 StudentsWatch
Aki Wijesundara and Manu JayawardanaLearn To Build An AI Agent Memory System
·30 minutes46 StudentsWatch
Sol FarahmandStop RAG Hallucinations With Citations
·30 minutes14 StudentsWatch
Aki Wijesundara and Manu JayawardanaThe 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 minutes4,823 StudentsWatch
Antoine Chaffin, Hamel Husain, and Shreya ShankarLessons on retrieval for autonomous coding agents
·60 minutes2,241 StudentsWatch
Jason Liu and Nik PashRAG in the age of agents. SWE-Bench as a case study.
·60 minutes1,784 StudentsWatch
Jason Liu and Colin FlahertyAI Engineering Buildcamp Demo Day Cohort 3
·60 minutes953 StudentsWatch
Alexey GrigorevCould your search be better without vectors? BM25 + friends
·45 minutes917 StudentsWatch
Doug TurnbullOptimize Structured Data Retrieval With Evals
·45 minutes850 StudentsWatch
Daniel Svonava and Hamel HusainCheat at Search Essentials: Evaluation, NDCG, and pals
·45 minutes824 StudentsWatch
Doug TurnbullRAG Anti-patterns in the Wild, and How to Fix Them
·60 minutes811 StudentsWatch
Jason Liu and Skylar PayneBuild a Document Processing Pipeline for RAG Systems
·30 minutes618 StudentsWatch
Stefan KrawcykCheat at Search Essentials: BM25 + Lexical
·45 minutes563 StudentsWatch
Doug TurnbullBillion-Scale Vector Search on Object Storage
·60 minutes537 StudentsWatch
Jason Liu and Simon Hørup EskildsenBuilding Deep Research Systems
·30 minutes374 StudentsWatch
Andrei Lopatenko and Doug TurnbullWhat is agentic search? (and why should I care!?)
·60 minutes361 StudentsWatch
Doug TurnbullCheat at Search Essentials: Evaluation, NDCG, and pals
·60 minutes342 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 minutes326 StudentsWatch
Jon Handler and Trey GraingerExploring Modern AI Search
·6 lessons318 StudentsWatch
Trey Grainger & Doug TurnbullBuilding a Shared Human–AI Memory System
·45 minutes312 StudentsWatch
Amir Feizpour and Hugo MailhotHybrid search live coded from scratch
·60 minutes292 StudentsWatch
Doug Turnbull and Ben Trent2026 will be the year of agentic search
·60 minutes279 StudentsWatch
Jo Kristian Bergum and Doug TurnbullCheat at Search Essentials: Vectors and Embeddings
·60 minutes276 StudentsWatch
Doug TurnbullBeyond chunks - how to actually data model for RAG
·60 minutes267 StudentsWatch
Radu Gheorghe and Doug TurnbullA Bag-of-Documents Model for Query Understanding & Retrieval
·60 minutes264 StudentsWatch
Daniel Tunkelang, Trey Grainger, and Doug TurnbullUnderrated: Elasticsearch for vector search + AI
·45 minutes260 StudentsWatch
Doug Turnbull and Philipp KrennSemantic Search with Low-Code
·30 minutes259 StudentsWatch
Shubham SabooDiscovering the Power of Lexical Search in RAG Applications
·45 minutes257 StudentsWatch
John BerrymanRAG isn't a vector search problem
·60 minutes255 StudentsWatch
John Berryman and Doug TurnbullAgentic RAG from Scratch
·30 minutes242 StudentsWatch
Raul Salles de Padua and Can TemizyurekData is Everything: Finding needles in multimodal haystacks
·60 minutes233 StudentsWatch
Jason Liu, Rajan Agarwal, and Luke IgelBuild a vector database from scratch (part two)
·60 minutes232 StudentsWatch
Doug Turnbull and Eric PughBeyond Hybrid Search with "Wormhole Vectors"
·60 minutes201 StudentsWatch
Trey Grainger and Dmitry KanA tour of OpenSearch 3.6's new agentic features
·60 minutes191 StudentsWatch
Eric Pugh, Doug Turnbull, and Mingshi LiuSearch Trends in 2026 - by the numbers
·60 minutes191 StudentsWatch
Dawn Anderson, Doug Turnbull, and Trey GraingerDense Vector Retrieval
·30 minutes188 StudentsWatch
Raul Salles de Padua and Can TemizyurekAI Search Fundamentals: Vector Spaces, Matching, & Ranking
·75 minutes186 StudentsWatch
Doug Turnbull and Trey GraingerOptimizing Multimodal Vector Search for E-commerce
·60 minutes185 StudentsWatch
Philippe Bouzaglou and Trey GraingerBuilding RAG Systems with AWS Bedrock
·45 minutes181 StudentsWatch
Amir Feizpour and Omid OmidiModern AI Search Techniques You Should Know
·75 minutes180 StudentsWatch
Trey Grainger and Doug TurnbullModern Multi-Vector Code Search
·60 minutes165 StudentsWatch.jpg&w=1536&q=75)
Aamir Shakir and Isaac FlathAre we all doing "retrieval" wrong?... a candid discussion
·60 minutes149 StudentsWatch
Andreas Wagner, Trey Grainger, and Doug TurnbullTuning the Tuners-Can agents automate OpenSearchs relevance?
·60 minutes137 StudentsWatch
Eric Pugh and Doug TurnbullAI-Powered Code Search At Scale
·75 minutes136 StudentsWatch
Audrey Lorberfeld and Trey GraingerAI Engineering Buildcamp Demo Day Cohort 2
·90 minutes133 StudentsWatch
Alexey GrigorevCheat at Search Essentials: BM25 + Lexical Retrieval
·60 minutes133 StudentsWatch
Doug TurnbullThe New Frontier of AI Search
·75 minutes126 StudentsWatch
Trey Grainger and Doug TurnbullCheat at Search Essentials: Evaluation, NDCG, and pals
·60 minutes118 StudentsWatch
Doug TurnbullOffline search relevance testing with Vespa & Quepid
·60 minutes113 StudentsWatch
Charlie Hull and Trey GraingerWhere are teams going wrong with search?
·60 minutes112 StudentsWatch
Doug Turnbull and Trey GraingerCheat at Search Essentials: Embedding Retrieval
·60 minutes111 StudentsWatch
Doug TurnbullAgentic Search: What's the big deal?
·60 minutes106 StudentsWatch
Doug Turnbull and Trey GraingerBuilding RAG-Enabled Agents w/ Postgres and Agent Framework
·60 minutes87 StudentsWatch
Spencer SchneidenbachChunking Strategies That Make or Break RAG
·30 minutes70 StudentsWatch
Aki Wijesundara and Manu JayawardanaRAG in 30 Minutes: Make AI Answer From Your Own Documents
·30 minutes60 StudentsWatch
Aki Wijesundara and Manu JayawardanaEngineer Effective Context Systems
·30 minutes57 StudentsWatch
Carmelo IariaRAG From Zero: Answer From Your Own Docs
·30 minutes48 StudentsWatch
Aki Wijesundara and Manu JayawardanaRAG for PMs: Ask Your Product Docs Anything
·30 minutes45 StudentsWatch
Aki Wijesundara and Manu JayawardanaTurn Claude Cowork Into Your Personal Web Scraper
·45 minutes36 StudentsWatch
Sol FarahmandPrepare for AI Engineering Interviews
·Sep 7·30 minutes21 StudentsLive
Aki Wijesundara, PhD and Manu JayawardanaEvaluate Your RAG: Is It Actually Right?
·30 minutes19 StudentsWatch
Aki Wijesundara and Manu JayawardanaMultimodal RAG for Product Catalogs
·30 minutes19 StudentsWatch
Aki Wijesundara and Manu JayawardanaRe-Ranking: The 20-Minute RAG Quality Boost
·30 minutes14 StudentsWatch
Aki Wijesundara and Manu JayawardanaRAG Over PDFs With Charts and Screenshots
·30 minutes13 StudentsWatch
Aki Wijesundara and Manu JayawardanaStructure Knowledge with OKF
·Oct 26·30 minutes1 StudentLive
Aki Wijesundara, PhD and Manu JayawardanaLearn the 6 Durable AI Skills
·Nov 1·30 minutes1 StudentLive
Aki Wijesundara, PhD and Manu JayawardanaFrom Humans to AI Agents: The History of Search
·Sep 11·60 minutes1 StudentLive
Aish & Arvind and Mariane BekkerNatural Language Search on Semi-Structured Data
·60 minutes1,297 StudentsWatch
Jason Liu and Daniel SvonavaContext Engineering & RAG for PMs: A Live Build
·60 minutes1,155 StudentsWatch
Rajesh PentakotaRethinking RAG from first principles for agents
·60 minutes1,139 StudentsWatch
Jason Liu and Beyang LiuUnderstand GenAI in 3 Key Patterns
·30 minutes779 StudentsWatch
"Dr. Greg" Loughnane and Chris "The LLM Wizard 🪄" AlexiukFrom Text-RAG to Vision-RAG w/ VP Search @ Cohere
·60 minutes773 StudentsWatch
Jason Liu and Nils ReimersFrom Text-RAG to Vision-RAG with Cohere
·60 minutes697 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 minutes677 StudentsWatch
Jason Liu and Doug TurnbullCTO's Playbook for Faster Agentic RAG
·60 minutes662 StudentsWatch
Nirant Kasiwal and Doug TurnbullRAG Without the Lag: Interactive Debugging For RAG Pipelines
·30 minutes640 StudentsWatch
Quentin Romero Lauro and Shreya ShankarDropbox: Knowledge Graphs, Prompt Optimizers, and MCPs
·60 minutes418 StudentsWatch
Jason Liu and Josh ClemmLong-Context: RAG is Dead, Long Live RAG
·30 minutes386 StudentsWatch
"Dr. Greg" Loughnane and Chris "The LLM Wizard 🪄" AlexiukBuild an AI powered recommendation system (in one hour)
·60 minutes306 StudentsWatch
Shreyans BhansaliBuild an AI Chief of Staff for Your Ag Business
·30 minutes305 StudentsWatch
Patrick Walther and Shane ThomasReliable RAG Agents: Intent-Driven Failure Detection
·60 minutes300 StudentsWatch
Jason Liu and Ben HylakInterleaving for better RAG evaluation
·60 minutes289 StudentsWatch
Max Irwin, Doug Turnbull, and Trey GraingerCheat at Search Essentials
·3 lessons275 StudentsWatch
Doug Turnbull (Maven)Mastering AI Search & LLM Optimization
·30 minutes267 StudentsWatch
Mostafa ElbermavyAgentic 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 StruwigYou're solving the wrong problem with AI Search
·60 minutes242 StudentsWatch
Atita Arora, Trey Grainger, and Doug TurnbullSemantic search over the web with Exa
·60 minutes237 StudentsWatch
Jason Liu and Will BrykSynthetic RAG evaluation
·60 minutes221 StudentsWatch
Alexey Grigorev and Doug TurnbullUse LLMs as Judges for Search Result Quality
·75 minutes216 StudentsWatch
René Kriegler and Trey Grainger