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Learning AI
Machine Learning cơ bản
en
English
AI
OpenAI Courses
2025 Bootcamp Generative AI, LLM Apps, AI Agents, Cursor AI
0 students
Last updated
Dec 2025
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Overview
Course content
Instructors
About the course
2025 Bootcamp Generative AI, LLM Apps, AI Agents, Cursor AI
Show more...
Course content
Sections:
84
•
Activities:
1
•
Resources:
585
Expand all
Section 1
Program presentation
Announcements
001 NEW See what our students are saying about this bootcamp XNlZ gitir
002 Program presentation qLRp gitir
003 NEW The Online Bootcamp Learning Paths Learning Rhythms by Student Profile Lb1T gitir
004 NEW New Part 3 Build apps with Cursor AI other Gen AI Coding Assistants PDOn gitir
005 NEW New Part 4 How Generative AI is disrupting SaaS Apps and Businesses g74k gitir
006 NEW A Natural Step after this Gen AI Bootcamp our new Bootcamp on AI Agents jVeo gitir
007 NEW Generative AI A world of opportunities What is happening VlAi gitir
008 NEW What will you build in this bootcamp LLM Apps and Exercises Take a look c9fI gitir
009 NEW Generative AI skills will help you advance professionally LaBO gitir
010 Opportunities this program will open for you OcCR gitir
011 What will you learn in this program qf5N gitir
012 Materials included in the program 1bpX gitir
013 Who is this program for OXl4 gitir
Section 2
Tips for the students
023 Tips for the students DhZq gitir
024 Practical tips for the students JGFd gitir
025 The secret to successfully completing this bootcamp sMl9 gitir
Section 3
INTRODUCTION: LLM Apps, the key to the New AI
026 LLM Apps the key to the New AI 7SGy gitir
027 LLM Apps and the Universalization of AI OoPJ gitir
Section 4
ChatGPT vs. LLM Apps
028 ChatGPT vs LLM Apps 97dK gitir
Section 5
PART 1: IMPORTANCE OF ARTIFICIAL INTELLIGENCE AND GENERATIVE AI.
030 Note about Part 1 Is this Part Right for You IhDR gitir
031 Intro to Artificial Intelligence hkMS gitir
032 Artificial Intelligence What is it Why is so popular now How important is it Zcmk gitir
033 Changes introduced by AI Introduction syL3 gitir
Section 6
AI: Changes in Employment
034 AI Changes in Employment qGlI gitir
035 Jobs that will benefit the most from AI 96Of gitir
036 Jobs most affected by AI SAfm gitir
037 Jobs least affected by AI 3grn gitir
038 New professions created by AI XM4K gitir
039 The new AI Engineers 4kVn gitir
040 NEW Data Scientist and ML Engineer vs the new Generative AI Engineer wi2U gitir
Section 7
AI: Changes in Startups
047 AI Changes in Startups Rb5D gitir
048 Opportunities for Startups Characteristics of the New AI SPXD gitir
049 Opportunities for Startups Changes in Employment 9uLi gitir
050 Opportunities for Startups AI impact on Businesses 7YsM gitir
051 Opportunities for Startups Book 100 AI Startups IzPB gitir
Section 8
AI: Changes in Society
053 AI Changes in Society gdwN gitir
054 Social changes generated by the New AI lrk3 gitir
055 Social challenges generated by the New AI iGtv gitir
041 AI Changes in Businesses Vky3 gitir
042 Consequences of the changes in employment H8q8 gitir
043 Industries with high impact sh05 gitir
044 Industries with median impact 4FJ4 gitir
045 Industries with immediate impact wNSo gitir
046 Did you like the previous section Please support us vzoS gitir
Section 9
How to introduce AI in your company
056 How to introduce AI in your company ML4C gitir
057 Plan to introduce AI in your company 9fhV gitir
058 Tech and Business Analysis to introduce AI in your company 5XxR gitir
059 How to select the right pilot project to introduce AI in your company 7ySW gitir
060 How to form the first AI Team in your company iuhl gitir
061 How to prepare the AI Strategy of your company XjYe gitir
062 Example Plan to adopt a new LLM App in your company w4IQ gitir
Section 10
The new AI Training
063 The new AI Training OrBP gitir
064 AI Training in your company an strategic necessity dVNE gitir
065 Who should get AI Training in your company ZYDj gitir
066 How to design an AI Training Plan for your company qcjN gitir
067 The new AI Training for engineers qVBI gitir
Section 11
The new AI creates opportunities for consulting, advisors and marketing agencies
068 The new AI creates opportunities for consulting advisors and marketing agencies UWWJ gitir
069 Opportunities for consulting firms business advisors and marketing agencies NZip gitir
Section 12
PART 2: LLM APPS, THE GENERATIVE AI APPLICATIONS WITH THE HIGHEST POTENTIAL
070 Intro LLM Apps the Generative AI applications with the highest potential 6WA1 gitir
071 What is an LLM App ZI5l gitir
072 The myth of pre requisites for learning n4fz gitir
073 Most frequent types of students reasons to learn mghi gitir
074 DIY or hire an external professional z0KU gitir
075 The long way from the toy demo to the professional app y7qC gitir
076 Job opportunities for the LLM App Developer wk5S gitir
Section 13
Use Cases for LLM Applications
077 Use Cases for LLM Applications Z8w1 gitir
078 Use Cases for LLM Apps by Industry 8OFA gitir
079 Use Cases for LLM Apps in Startups UZgt gitir
080 Use Cases for LLM Apps in Professions ehkk gitir
081 Most frequent Use Cases for LLM Apps qSjp gitir
082 Use Cases for LLM Apps by autonomy level YsDu gitir
Section 14
Intro to LLMs
084 Intro to LLMs tZwE gitir
085 Origins of LLM Apps AI ML NLP Generative AI LLMs iiyk gitir
086 LLM size precision and cost zjtR gitir
087 The Foundation LLM Models xFj3 gitir
Section 15
LLMs: Basic Concepts
088 LLMs Basic Concepts L18v gitir
089 What is the Context Window tZ1V gitir
091 What are Tokens 4qMX gitir
092 What are Prompts ai5d gitir
093 What is Prompt Engineering dYD9 gitir
094 What are Hallucinations MhWU gitir
Section 16
Prompt Engineering: Do you speak Generative AI? A Beginner's Guide
095 Prompt Engineering Update Do you speak Generative AI Beginner s Guide 0wLx gitir
096 Prompt Engineering Book Preview gcUd gitir
097 A Gift for Happy Students Prompt Engineering Beginner s Guide with 100 Examples ZoJP gitir
Section 17
Architecture of an LLM App
098 Architecture of an LLM App upir gitir
099 Basic Architecture of an LLM App UPGI gitir
100 Advanced Architecture of an LLM App Kvkl gitir
102 Preview of a professional LLM App 1 uxxa gitir
103 Preview of a professional LLM App 2 SN1Z gitir
Section 18
Details of the advanced architecture of an LLM Application
104 Details of the advanced architecture of an LLM Application t3pb gitir
105 Selection of Foundation LLMs iwDs gitir
106 Stack of tools iUvh gitir
107 Orchestration Frameworks erPN gitir
108 Other interesting notes KA1E gitir
Section 19
The RAG Technique (Retrieval Augmented Generation)
109 The RAG Technique Retrieval Augmented Generation 1Zkj gitir
110 Basic Concepts RFk8 gitir
111 Components ELrT gitir
112 RAG Technique Advanced Concepts TCDz gitir
113 Challenges lfNZ gitir
Section 20
Selecting Orchestration Framework: LangChain, LlamaIndex or OpenAI API?
115 Selecting Orchestration Framework LangChain LlamaIndex or OpenAI API mPDc gitir
116 LangChain LlamaIndex or OpenAI API 1usR gitir
117 NEW LangChain makes a great move implications of the LangSmith News 7si8 gitir
Section 21
Intro to the usage of Programming Languages
119 Intro to the usage of Programming Languages Fnkk gitir
120 Never programmed before Do not worry QZ0w gitir
123 Practical Tips if you are new to programming ASIl gitir
124 DEMO W3Schools and ChatGPT in action Car3 gitir
125 NEW Python and Javascript for LLM App Developers the important parts part 1 DItF gitir
126 NEW Python and Javascript for LLM App Developers the important parts part 2 Pbav gitir
128 Virtual environment what is it why is it important and how to create one 1 DZGB gitir
129 Virtual environment what is it why is it important and how to create one 2 5Dr7 gitir
130 NEW Create a virtual env and install Jupyter Lab to access notebooks 1 JpFe gitir
131 NEW Create a virtual env and install Jupyter Lab to access notebooks 2 wSCF gitir
133 Terminal what is it why is it important basic operations 1 TLBS gitir
134 Terminal what is it why is it important basic operations 2 RSl0 gitir
135 File for secret credentials why is it important how to create it QvIj gitir
136 How to create and read Hybrid Notebooks code text with Jupyter 1 Soa2 gitir
137 How to create and read Hybrid Notebooks code text with Jupyter 2 4s4q gitir
Section 22
LangChain: Conceptual Intro, Evolution, and Learning Roadmap
139 LangChain Conceptual Intro Evolution and Learning Roadmap v1pL gitir
140 NEW LangChain Second Anniversary Important Lessons Learned K3Iz gitir
141 NEW A Natural Step after this Gen AI Bootcamp our new Bootcamp on AI Agents cQeA gitir
142 NEW LangChain v030 What is new 05Ut gitir
Section 23
LangChain Learning Stack: Videos, Detailed Notebooks, and stable Code.
144 LangChain Learning Stack Videos Detailed Notebooks and stable Code J6DJ gitir
145 Live demo how to download the repo install packages open notebooks run code UQmX gitir
147 The Path of the Gen AI Engineer 0wKj gitir
Section 24
LangChain Basics: How to start talking with an LLM
148 LangChain Basics How to start talking with an LLM J73A gitir
150 How to connect with the most popular LLM OpenAI DRSL gitir
154 How to connect with free Open Source LLMs Llama3 Mistral etc uGhm gitir
157 Prompt Templates Introducing programming in your conversation with the LLM 5SPv gitir
158 Chains Sequences of Instructions 5FUt gitir
159 Output Parsers Re formatting the responses of the LLM c6Va gitir
160 Did you like the previous section Please support us VBOC gitir
161 A Gift for Happy Students 2I2y gitir
Section 25
LangChain Basics: How to Work with Data. RAG Basics.
162 LangChain Basics How to Work with Data c3aR gitir
164 REMINDER how to download the repo install packages open notebooks run code Y61p gitir
166 Data Loaders Load data files and ask the LLM questions about them z1EG gitir
167 RAG Load large data assets and ask the LLM questions about them eWqg gitir
168 Splitters Divide large data assets in small parts zK2P gitir
169 Splitters with Metadata Add helpful information to your splitters gQcP gitir
170 Embeddings Transform split data into numbers vectors bEaw gitir
171 Vector Databases vector stores Store and search embeddings mgKO gitir
172 Retrievers Finding the embedding that best answer your question GAHz gitir
173 Top k Setting how many results will be used to build the answer Bb3z gitir
174 RAG with LCEL First look to the condensed LCEL way QUvb gitir
175 Indexing Advanced way to manage documents in vector stores nlyO gitir
Section 26
LangChain Basics: LCEL Chains and Runnables, the key LangChain tools
176 LangChain Basics LCEL Chains and Runnables the key LangChain tools WOvY gitir
178 REMINDER how to download the repo install packages open notebooks run code JYxA gitir
180 A Simple LCEL Chain Sequence of actions Sequence of runnables xaP1 gitir
181 The LangChain Legacy Chain vs The new LCEL Chain 7JnY gitir
182 The Key LCEL concept you must master The Runnable Execution Order X1eu gitir
183 Alternative ways to execute LCEL Runnables invoke stream batch TeLB gitir
184 Built in LCEL Runnables passthrough lambda parallel branch qYJL gitir
185 Built in functions for LCEL Runnables bind and assign OMuX gitir
186 Combining LCEL chains coercion nesting and fallback t5lE gitir
187 LCEL chains and RAG A more detailed view gIeM gitir
Section 27
LangChain Basics: Memory. Can LLM Apps remember?
188 LangChain Basics Memory Can LLM Apps remember SYCP gitir
190 REMINDER how to download the repo install packages open notebooks run code ZAO4 gitir
192 Temporary Memory buffer memory N00J gitir
193 Permanent Memory chat history d02F gitir
Section 28
LangChain Basics: The LangChain Ecosystem
194 LangChain Basics The LangChain Ecosystem pP0c gitir
195 LangChain Advanced Components ZMHo gitir
196 LangChain and LangSmith quick intro more about this later vi4p gitir
198 LangChain and LangServe quick intro more about this later cxZW gitir
199 LangChain Templates l7fb gitir
200 The LangChain Documentation Chatbot KfQs gitir
201 NEW Updates in the LangChain Ecosystem with LangChain v030 egEP gitir
Section 29
LangChain Level 1 Apps: The Top 10 LangChain Apps
202 LangChain Level 1 Apps The Top 10 LangChain Apps nlRg gitir
204 REMINDER how to download the repo install packages open notebooks run code pdOZ gitir
206 Chatbot App with Temporary Memory DU3H gitir
207 Chatbot App with Permanent Memory xDTc gitir
209 App for Key Data Extraction G0SN gitir
211 App for Sentiment Analysis LaUC gitir
213 App to ask questions over a SQL database QO7P gitir
215 App to ask questions over a pdf file with citations TryN gitir
217 Basic Retriever App 1O3q gitir
219 Basic RAG App 7jpM gitir
221 Conversational RAG App WK2H gitir
223 Basic Tool Using AI Agent App LangGraph KUhn gitir
225 Basic App deployed with Langserve Frontend Playground and FastAPI Backend qwT8 gitir
226 Did you like the previous section Please support us UstY gitir
227 A Gift for Happy Students U2jm gitir
Section 30
LangChain Level 2 Apps: Temporary Frontend to test your Proof-of-Concept
228 LangChain Level 2 Apps Temporary Frontend to test your Proof of Concept uKKk gitir
230 REMINDER how to download the repo install packages open notebooks run code T3XG gitir
232 App to turn Slang into formal English wwWn gitir
234 App to write a Blog Post from a topic 0Y8n gitir
236 App to summarize a TXT file k6tt gitir
238 App to Summarize Text vVBQ gitir
240 App to Extract Key Data from a Product Review Yl52 gitir
242 App to Evaluate the Quality of the Responses Dves gitir
Section 31
LlamaIndex
243 LlamaIndex 8bEP gitir
244 Introduction to LlamaIndex 4IWq gitir
246 LlamaIndex in depth eFhd gitir
Section 32
The OpenAI API
247 The OpenAI API biq2 gitir
248 The OpenAI API as alternative to LangChain and LlamaIndex gk59 gitir
250 The OpenAI API in depth bLKp gitir
251 The OpenAI Functions UaHW gitir
Section 33
Intro to Level 3 LLM Applications: Professional Applications
252 Intro to Level 3 LLM Applications Professional Applications JvKG gitir
253 Intro to Full Stack Applications 1 6BQ7 gitir
254 Intro to Full Stack Applications 2 X5Z8 gitir
255 Front End Key Elements in a Level 3 Application 9oKi gitir
256 Next js and Vercel h5Au gitir
257 Front End Key Elements with an Orchestration Framework LlamaIndex ts40 gitir
259 Back End Key Elements in a Level 3 Application zyKY gitir
260 FastAPI Yxzx gitir
262 Back End Key Elements with an Orchestration Framework LangChain 8h3M gitir
Section 34
Level 3 LLM Applications: Professional Applications
264 Level 3 LLM Applications Professional Applications o4mn gitir
265 Reminder Architecture of an Advanced LLM App nUDk gitir
267 Reminder Preview of a Professional LLM App 1 xadr gitir
268 Reminder Preview of a Professional LLM App 2 OYMA gitir
269 Reminder main elements of a Professional LLM App Deas gitir
270 Basic Level 3 App CRUD with FastAPI Postgres and Next js E5I5 gitir
272 Basic Level 3 App What is CRUD 1 umyZ gitir
273 Basic Level 3 LangChain App What is CRUD 2 dmcz gitir
274 Basic Level 3 App How to build the Backend 1 oazm gitir
275 Basic Level 3 App How to build the Backend 2 vlgo gitir
276 Basic Level 3 App How to build the Backend 3 OPt4 gitir
277 Basic Level 3 App How to build the Frontend 1 09rk gitir
278 Basic Level 3 App How to build the Frontend 2 ftp6 gitir
280 Basic Level 3 App How to start the Full Stack App 1 GIcq gitir
281 Basic Level 3 App How to start the Full Stack App 2 v9em gitir
282 Basic Level 3 App How to deploy the backend to Render com 1 7qx3 gitir
284 Basic Level 3 App How to deploy the backend to Render com 2 gvub gitir
285 Basic Level 3 App How to deploy the frontend to Vercel com 1 GtDi gitir
287 Basic Level 3 App How to deploy the frontend to Vercel com 2 UMAi gitir
288 Medium Level 3 App CRUD integrated with AWS S3 1 uJq4 gitir
290 Medium Level 3 App CRUD integrated with AWS S3 2 Jp6z gitir
291 Medium Level 3 App CRUD integrated with AWS S3 3 SprH gitir
292 Basic Level 3 App with Orchestration Frameworks and LLMs 1 kog7 gitir
293 Reminder Modifications introduced by LangChain v010 wh6B gitir
295 Basic Level 3 App with Orchestration Frameworks and LLMs 2 G8nk gitir
296 Medium Level 3 App with Orchestration Frameworks and LLMs 1 CRJ2 gitir
298 Medium Level 3 App with Orchestration Frameworks and LLMs 2 0BVX gitir
301 Analyzing an Advanced Level 3 LLM App 1 By0c gitir
302 Analyzing an Advanced Level 3 LLM App 2 aFAl gitir
303 Other interesting Level 3 LLM Apps 1 RjDM gitir
304 Other interesting Level 3 LLM Apps 2 HFMO gitir
Section 35
LLM Applications: Advanced Concepts
305 LLM Applications Advanced Concepts 4cQf gitir
306 Database preparation 1qgF gitir
307 RAG Optimization Advanced Concepts GKf0 gitir
308 Latency and Speed in LLM Applications oIQe gitir
Section 36
Cost control in LLM Applications
315 Cost control in LLM Applications TlDg gitir
Section 37
LLMOps
316 LLMOps ZdnL gitir
317 Intro to LLMOps Dpks gitir
318 Evaluation Misaligned Behavior py6A gitir
319 Evaluation Lack of Reproducibility 87Pd gitir
320 Lifecycle Management uxiG gitir
321 Responsible AI Vw8w gitir
322 LLMOps Solutions CowV gitir
Section 38
LLMOps with LangSmith: LLMOps Cycle & How LangSmith solves the challenges
323 The new LangChain LangSmith Announcement lVei gitir
324 The new LangSmith Announcement Summary and Implications part 1 mg4e gitir
325 The new LangSmith Announcement Summary and Implications part 2 VRRb gitir
326 Lessons learned The Full Cycle of Building Professional LLM Apps part 1 IjFE gitir
327 Lessons learned The Full Cycle of Building Professional LLM Apps part 2 W6Y9 gitir
328 Lessons learned Main Challenges on Each Phase of the LLMOps Cycle part 1 c2lU gitir
329 Lessons learned Main Challenges on Each Phase of the LLMOps Cycle part 2 bvFr gitir
330 How LangSmith Solves the Challenges of the Prototyping Phase part 1 jjor gitir
331 How LangSmith Solves the Challenges of the Prototyping Phase part 2 40z7 gitir
332 How LangSmith Solves the Challenges of the Beta Testing Phase part 1 gTze gitir
333 How LangSmith Solves the Challenges of the Beta Testing Phase part 2 Wg3w gitir
334 How LangSmith Solves the Challenges of the Production Phase part 1 c92s gitir
335 How LangSmith Solves the Challenges of the Production Phase part 2 3xuR gitir
Section 39
LLMOps with LangSmith: LangSmith in Depth
336 LangSmith by LangChain in Depth XCx8 gitir
337 LangSmith by LangChain Official Definition Terminology and FAQs part 1 DqBg gitir
338 LangSmith by LangChain Official Definition Terminology and FAQs part 2 VDGO gitir
340 LangSmith Initial Operations part 1 u4RL gitir
341 LangSmith Initial Operations part 2 ytfK gitir
342 LangSmith solutions for the Prototyping Phase part 1 sutz gitir
343 LangSmith solutions for the Prototyping Phase part 2 lmq4 gitir
344 LangSmith Datasets Advanced Tips part 1 AoVh gitir
345 LangSmith Datasets Advanced Tips part 2 UvBA gitir
346 LangSmith solutions for the Beta Testing Phase part 1 dhbO gitir
347 LangSmith solutions for the Beta Testing Phase part 2 Ziye gitir
348 LangSmith solutions for the Production Phase part 1 uBtJ gitir
349 LangSmith solutions for the Production Phase part 2 qRwP gitir
350 LangSmith Advanced Tips part 1 psHk gitir
351 LangSmith Advanced Tips part 2 6W0F gitir
352 LangSmith How To Guides Use Case Guides and Recommendations part 1 pXtG gitir
353 LangSmith How To Guides Use Case Guides and Recommendations part 2 8Afj gitir
354 LangSmith Next Features Detailed View part 1 FAP2 gitir
355 LangSmith Next Features Detailed View part 2 Qnjq gitir
Section 40
LangSmith Versions
356 LangSmith Versions OT3p gitir
357 NEW LangSmith Updates with LangChain v030 rSt5 gitir
Section 41
LangSmith At Work: From Basic Example to Professional Project
358 LangSmith At Work From Basic Example to Professional Project part 1 ocqU gitir
359 LangSmith At Work From Basic Example to Professional Project part 2 NHOW gitir
360 LangSmith At Work From Basic Example to Professional Project part 3 Wc9N gitir
361 Did you like the previous section Please support us DO36 gitir
Section 42
Multimodal LLM Applications with LangChain
362 Multimodal LLM Applications with LangChain xhm9 gitir
363 What are Multimodal LLM Applications mCGX gitir
364 What LLM Models will we use to create Multimodal LLM Apps R7J6 gitir
366 GPT4 Vision How to Use It yVsk gitir
367 GPT4 Vision Main Use Cases ihtx gitir
368 GPT4 Vision Limitations 7Pkb gitir
369 If GPT4 V is so good why do we need Multimodal LLM Apps for z2X0 gitir
370 How to Build Multimodal LLM Apps Alternative Ways KCQ9 gitir
373 REMINDER how to download the repo install packages open notebooks run code ppvk gitir
375 How to Build Multimodal LLM Apps with LangChain and GPT4 Vision 1 dEbf gitir
376 How to Build Multimodal LLM Apps with LangChain and GPT4 Vision 2 0Uqz gitir
377 Did you like the previous section Please support us Cw8b gitir
378 A Gift for Happy Students 1zWo gitir
Section 43
LLM RAG Applications with LangChain in Depth
379 RAG Applications with LangChain in Depth QDrL gitir
Section 44
RAG vs. Large Context LLM Models: Is RAG dead, or stronger than ever?
380 Intro RAG vs Large Context LLM Models zpTY gitir
381 RAG vs Large Context LLM Models Is RAG dead or stronger than ever XBWt gitir
Section 45
Phases of a RAG Application: Code and Resources
382 Intro Phases of a RAG Application T4Tq gitir
383 Phases of a RAG Application Code and Resources 7iC4 gitir
Section 46
Building a Level 3 Advanced FullStack RAG Application with LangChain
384 Building a Level 3 Advanced FullStack RAG Application with LangChain Ulfw gitir
385 Part 1 Basic RAG functionality and Backend with LangServe 1 lzFz gitir
387 Part 1 Basic RAG functionality and Backend with LangServe 2 Rn41 gitir
388 Part 2 Basic frontend with React js and Tailwind CSS 1 Sjhb gitir
390 Part 2 Basic frontend with React js and Tailwind CSS 2 XOX6 gitir
391 Part 3 Advanced frontend functionality 1 QVzR gitir
393 Part 3 Advanced frontend functionality 2 RHb9 gitir
394 Part 4 Uploading PDFs and Executing RAG from the UI 1 c4wW gitir
396 Part 4 Uploading PDFs and Executing RAG from the UI 2 26H5 gitir
397 Part 5 Advanced techniques to improve RAG Multiquery and Chat History 1 yoZq gitir
399 Part 5 Advanced techniques to improve RAG Multiquery and Chat History 2 95PX gitir
400 Did you like the previous section Please support us Y6Lo gitir
401 A Gift for Happy Students wcxo gitir
Section 47
Advanced techniques to improve the functionality of RAG Apps in LangChain
402 Advanced techniques to improve the functionality of RAG Apps with LangChain JBXA gitir
403 Streaming with LangChain mAKi gitir
404 Chat History Chat Memory with LangChain b0p9 gitir
405 Getting Sources ESLw gitir
406 RAG with AI Agents WNn2 gitir
Section 48
Advanced techniques to improve the performance of RAG Apps
407 Advanced techniques to improve the performance of RAG Apps CbyO gitir
408 Multiquery RAG Fusion Decomposition StepBack Hyde Routing Query Structuring uPa9 gitir
Section 49
Multi-Agent LLM Apps in Depth
409 Multi Agent LLM Apps in Depth 10 New Blocks 12G7 gitir
Section 50
Intro to AI Agents
410 Intro to AI Agents kQy1 gitir
411 AI Agents Agentic Behaviour Real Examples What is Coming newy gitir
412 NEW A Natural Step after this Gen AI Bootcamp our new Bootcamp on AI Agents eo5p gitir
Section 51
AI Agents in LangChain
414 AI Agents in LangChain IvyK gitir
415 AI Agents in LangChain Key Concepts giOk gitir
416 OpenAI GPTs and Assistants API vs LangChain Agents ZuNS gitir
417 OpenAI vs LangChain Closed vs Open Agents eMJt gitir
418 LangChain Agents Quickstart mzuU gitir
419 LangChain Agents Quickstart Building a Tool Using Agent with Memory HGGh gitir
014 What makes this program different RBrk gitir
015 Become part of the Alumni Network 16zH gitir
016 Distinguish yourself as Honor Student CVNI gitir
017 Get Consulting Gigs through the Alumni Network cKfO gitir
018 Get Job Offers through the Alumni Network 5mdl gitir
019 Find Future Startup Team Members through the Alumni Network Apwo gitir
Section 52
Intro to Multi-Agent LLM Apps: AutoGen, LangGraph and CrewAI
420 Intro to Multi Agent LLM Apps AutoGen LangGraph and CrewAI cbT5 gitir
421 Multi Agent Frameworks AutoGen LangGraph and CrewAI o3LK gitir
020 Introduction of the Instructor Ir5q gitir
021 Share your progress HgRK gitir
Section 53
Multi-Agent LLM App Development: How to Use The LangGraph Framework
422 Multi Agent LLM App Development Intro to LangGraph by LangChain gK7Y gitir
423 LangGraph by LangChain Key Concepts X1kx gitir
424 LangGraph by LangChain Quickstart Y7TM gitir
425 LangGraph Quickstart Basic Agents with Router Conditional Edges Cycles Uw64 gitir
426 Basic Multi Agent LLM App with LangGraph Uxik gitir
429 REMINDER how to download the repo install packages open notebooks run code dHrb gitir
431 Step by Step Basic Multi Agent LLM App with LangGraph g0HY gitir
Section 54
Multi-Agent LLM App Development: How to Use the CrewAI Framework
432 Intro to CrewAI oFUG gitir
433 Intro to CrewAI Key Concepts ON5Z gitir
434 CrewAI in Depth HxF8 gitir
435 CrewAI in Depth Comprehensive Guide and Samples OJgo gitir
436 Basic Multi Agent LLM App with CrewAI PvgF gitir
439 REMINDER how to download the repo install packages open notebooks run code GGeF gitir
441 Step by Step Basic Multi Agent LLM App with CrewAI ZSxr gitir
Section 55
A low cost option: CrewAI with Groq, Llama3 and Mixtral
442 A low cost option CrewAI with Groq Llama3 and Mixtral NsyL gitir
444 A low cost option Testing CrewAI with Groq Llama3 and Mixtral SC6d gitir
Section 56
Full Stack Multi-Agent LLM App with CrewAI (Level 3 App)
445 Full Stack Multi Agent LLM App with CrewAI in 9 Parts o1q8 gitir
447 Full Stack Multi Agent LLM App with CrewAI Part 1 yqzV gitir
450 Full Stack Multi Agent LLM App with CrewAI Part 2 MyuQ gitir
452 Full Stack Multi Agent LLM App with CrewAI Part 3 ANx6 gitir
454 Full Stack Multi Agent LLM App with CrewAI Part 4 gpWI gitir
456 Full Stack Multi Agent LLM App with CrewAI Part 5 pmc4 gitir
458 Full Stack Multi Agent LLM App with CrewAI Part 6 atZM gitir
460 Full Stack Multi Agent LLM App with CrewAI Part 7 aITK gitir
462 Full Stack Multi Agent LLM App with CrewAI Part 8 rox2 gitir
464 Full Stack Multi Agent LLM App with CrewAI Part 9 Aby4 gitir
465 NEW A Natural Step after this Gen AI Bootcamp our new Bootcamp on AI Agents aa2h gitir
466 Did you like the previous section Please support us 7WB4 gitir
467 A Gift for Happy Students gKS7 gitir
Section 57
PART 3: HOW TO BUILD APPS USING CURSOR AI AND AI CODING ASSISTANTS
468 Recommended Learning Path and Rhythm according to your profile 2Gsz gitir
Section 58
Intro to the new Gen AI Coding Assistants: A Revolutionary Change
469 Cursor AI v0 Replit etc A Revolutionary Change for you gAHe gitir
470 Cursor AI v0 Replit etc Implications of the Revolutionary Change Fo2w gitir
471 Why this is important for you TBht gitir
472 Implications in your Learning Journey dMN5 gitir
473 How did we get here ZRhr gitir
474 The past Flowise LangFlow Devin IT68 gitir
475 The present Cursor AI Claude AI o1 v0 Replit Agent Qh9n gitir
Section 59
Cursor AI and other Gen AI Coding Assistants: Essential concepts
476 Cursor AI and other Gen AI Coding Assistants Essential concepts QjP2 gitir
477 General Intro to Cursor AI and other Gen AI Coding Assistants ChSx gitir
478 General Tips to work with Cursor AI and other Gen AI Coding Assistants Jlzz gitir
479 The immediate future of Gen AI Coding Assistants 6q2z gitir
Section 60
Cursor AI, Claude, o1, v0, Replit: Top Gen AI Coding Assistants Today
481 Cursor AI Claude o1 v0 Replit Top Gen AI Coding Assistants Today lXh2 gitir
482 Initial classification of Gen AI Coding Assistants D7Q9 gitir
483 v0 the front end Gen AI Coding Assistant from Vercel wiJA gitir
484 Claude 3 5 Sonnet the Gen AI Coding Assistant from Anthropic hfTk gitir
485 o1 the Gen AI Coding Assistant from OpenAI EQK9 gitir
486 Cursor AI the Top Gen AI Coding Assistant today lhca gitir
487 Replit Agent the Gen AI Coding Assistant from Replit FaYw gitir
488 Did you like the previous section Please support us QsL8 gitir
489 A Gift for Happy Students IfqE gitir
Section 61
Top Strategies to get best results with Cursor AI and Coding Assistants
490 Top Strategies to get best results with Cursor AI and Coding Assistants IqE0 gitir
Section 62
A few caveats before starting with Cursor AI: cost options and others
491 A few caveats before starting with Cursor AI cost options and others lrEM gitir
492 Cursor AI for Beginners vs Experts Two important caveats BlMF gitir
493 Cost of Cursor AI and similar tools Pricing plans and Free Options qK7r gitir
Section 63
Building a Basic Full-Stack App with Cursor AI, v0, Replit, and Firebase
494 Building a Basic Full Stack App with Cursor AI v0 Replit and Firebase 6MD7 gitir
495 Why we choose this combo Cursor AI v0 Replit and Firebase pzXy gitir
496 Firebase Supabase and Cursor AI advantages of working with simplified backends hGFA gitir
497 Recommended process to build apps with Cursor AI v0 Replit and Firebase csog gitir
498 Step by step process to build apps with Cursor AI v0 Replit and Firebase JaDM gitir
499 How to build a Basic Full Stack App with Cursor AI v0 Replit and Firebase rZ3v gitir
500 Using the v0 Gen AI Coding Assistant to generate the frontend code PtQr gitir
501 Using a standard Next js template as Starter Template for Cursor AI cJZ1 gitir
502 Solving the version error in the Next js template G38e gitir
503 A minor customization of the starter template 3dFp gitir
504 Loading the starter template to a github repo De2p gitir
505 Creating a new project Repl in Replit importing a github repo roE4 gitir
506 Connecting Cursor AI and Replit nKZZ gitir
507 Opening our starter template in Cursor AI YtJn gitir
508 Creating a new project in Firebase and using the Replit Secrets PmDQ gitir
509 Creating a database in Firebase QyvH gitir
511 Enabling User Authentication for our App with Firebase CLCi gitir
512 Pre viewing the app with Replit Webview and creating a Replit Template MJ9z gitir
513 Connecting Replit and Github pdoa gitir
514 How to deploy an app with Replit AMeM gitir
515 Cursor AI using the right prompts to make Composer build our app OmKn gitir
516 Cursor AI debugging process with Composer 1IQ4 gitir
517 Building a Basic App with Cursor AI v0 Replit and Firebase Conclusions f7tP gitir
518 Did you like the previous section Please support us vb1P gitir
519 A Gift for Happy Students il73 gitir
Section 64
Replit in depth
520 Replit in depth YZY0 gitir
521 A comprehensive Replit Cheatsheet 93YY gitir
Section 65
Cursor AI in depth
522 Cursor AI in depth HhIS gitir
523 Cursor AI Installation XFQP gitir
524 Cursor AI Configuration Settings 5SeC gitir
525 Cursor AI Quickstart Main Operations kRxd gitir
526 Cursor AI Tips and Recommendations WZmS gitir
Section 66
Building Advanced Apps with Cursor AI, Replit, Replicate AI, Deepgram, etc
527 Building Advanced Apps with Cursor AI Replit Replicate AI Deepgram etc XTx1 gitir
528 The power of Cursor AI with customized starter templates T1y3 gitir
529 Cursor AI Replit and Firebase Authentication Building a Social Network 1 W3dP gitir
530 Cursor AI Replit and Firebase Authentication Building a Social Network 2 f503 gitir
531 Cursor AI Replit and Firebase Authentication Building a Social Network 3 So25 gitir
533 Cursor AI Replit and Firebase Authentication Building a Social Network 5 Pbj5 gitir
534 Cursor AI Replit and OpenAI Building a Chatbot App 1 yD7I gitir
535 Cursor AI Replit and OpenAI Building a Chatbot App 2 Pt8w gitir
536 Cursor AI Replit Replicate AI and Stable Fusion Text to Image App 1 LtZp gitir
537 Cursor AI Replit Replicate AI and Stable Fusion Text to Image App 2 XULI gitir
538 Cursor AI Replit Firebase and Deepgram Building a Voice to Text App 1 2GTL gitir
539 Cursor AI Replit Firebase and Deepgram Building a Voice to Text App 2 ET5N gitir
540 Cursor AI Replit Firebase and Deepgram Building a Voice to Text App 3 Rot6 gitir
541 Cursor AI Replit Firebase and Deepgram Building a Voice to Text App 4 xLs6 gitir
542 Cursor AI Replit Firebase and Deepgram Building a Voice to Text App 5 oX4z gitir
543 Did you like the previous section Please support us rvkP gitir
544 A Gift for Happy Students kq6g gitir
Section 67
Cursor AI is just the beginning: buckle up for a frantic future!!!
545 Cursor AI is just the beginning buckle up for a frantic future 8bev gitir
Section 68
PART 4: HOW GENERATIVE AI IS DISRUPTING SAAS APPS AND BUSINESSES
546 Generative AI disruption in SaaS Businesses Introduction to this new part 7KT6 gitir
Section 69
How Generative AI is changing SaaS Businesses: Two Real Cases
547 How Generative AI is changing SaaS Businesses Introduction gQTX gitir
548 Why you should watch this section VaAN gitir
549 Real Case 1 Top company replaces major SaaS providers with Gen AI tools g2um gitir
550 Real Case 1 Full Details AnZD gitir
551 Real Case 2 Unicorn Startup shows how AI Agents will kill SaaS dKCv gitir
552 Real Case 2 Full Details WlCV gitir
553 Did you like the previous section Please support us 4QtY gitir
554 A Gift for Happy Students Ixkn gitir
Section 70
Understanding the SaaS Business Model
555 Understanding the SaaS Business Model Introduction aMC6 gitir
556 Why SaaS EdYF gitir
557 SaaS Concept and Origins 6zFE gitir
558 Main challenges of SaaS w1w1 gitir
559 Tech and Business challenges of SaaS Businesses XW6G gitir
560 Main steps components and keys of success in SaaS Startups Okh4 gitir
561 Main steps components and keys of success full details lEkn gitir
Section 71
SaaS and Micro SaaS: do not be fooled by "get-rich-quick" schemes
562 SaaS and Micro SaaS do not be fooled by get rich quick schemes 38hO gitir
Section 72
Building a SaaS App with Cursor AI
563 Building a SaaS App with Cursor AI Introduction lKij gitir
564 The advantages of using a SaaS Stater Template QqyL gitir
565 Downloading and Preparing the SaaS Starter Template OBA3 gitir
566 Building a Basic SaaS App with Cursor AI mGac gitir
567 Building a Basic SaaS App with Cursor a To Do SaaS App ANbP gitir
568 Combining the SaaS Template with a Full Stack Project 19Vb gitir
569 Combining the SaaS Template with a Full Stack Project Lessons Learned 3Giu gitir
570 Building a SaaS App with Cursor AI Conclusions as of now WzNK gitir
571 Did you like the previous section Please support us 2QRU gitir
572 A Gift for Happy Students f3xl gitir
Section 73
Top Information Channels for AI Engineers
573 Top Information Channels for AI Engineers 45ta gitir
Section 74
Congrats! Next steps.
574 Congrats Next steps ybv0 gitir
576 NEW A Natural Step after this Gen AI Bootcamp our new Bootcamp on AI Agents efWd gitir
Section 75
Basic LangChain
578 NEW LangChain Status How LangChain has evolved and how should you learn it F4O0 gitir
579 Warning Modifications introduced by the LangChain v0 1 0 version 6CKg gitir
580 Examples of env file and data folder c0dt gitir
582 Basic LangChain BwRB gitir
583 Basic LangChain in 15 minutes zz7e gitir
584 LangChain Models pbWV gitir
585 LangChain Prompts and prompt templates YwIf gitir
586 LangChain Few shot prompt templates VyI2 gitir
587 LangChain Output parsers qp8q gitir
588 LangChain Memory DCXo gitir
589 LangChain Chains WESm gitir
590 LangChain Document loaders aCBj gitir
591 LangChain Splitters 6ryA gitir
592 LangChain Callbacks pXAW gitir
593 LangChain and OpenAI functions lq0S gitir
594 LangChain Connect with fastAPI 9GU8 gitir
595 LangChain Agents CncK gitir
596 LangChain Indexing API 1ypn gitir
Section 76
A free alternative to OpenAI: Llama3 and Mixtral (Mistral) with Groq
597 NEW A free alternative to OpenAI Llama3 and Mixtral Mistral with Groq OTYe gitir
598 NEW Llama3 and Mixtral Mistral with Groq How to use it in your projects Uc1I gitir
599 Did you like the previous section Please support us t1bi gitir
600 A Gift for Happy Students D0YH gitir
Section 77
LangChain Expression Language
601 LangChain Expression Language EQVS gitir
602 LangChain LCEL Chains t72M gitir
603 LangChain LCEL Output parsers Xpxk gitir
604 LangChain LCEL Arguments jLXM gitir
605 LangChain LCEL OpenAI functions 5zGz gitir
606 LangChain LCEL RAG Applications xWMD gitir
Section 78
LangChain Advanced Components
607 LangChain Advanced Components 3Y9S gitir
608 LangChain and LangSmith u3tw gitir
609 LangChain and LangServe FTkQ gitir
610 LangChain Templates wpTZ gitir
611 The new LangChain Chatbot RTc3 gitir
Section 79
Level 1 Applications: “Toy Demos” with LangChain
612 Reminder Modifications introduced by the LangChain v0 1 0 version PglA gitir
613 Reminder Examples of env file and data folder zHZd gitir
615 Level 1 Applications Toy Demos with LangChain 9rHb gitir
617 Basic LangChain app summarize long article mhUe gitir
618 Basic LangChain RAG app document QA 5pWb gitir
619 Basic LangChain app extract structured data from conversation LYVQ gitir
620 Basic LangChain app eval of QA app VL6K gitir
621 Basic LangChain app ask a database zb6S gitir
622 Basic LangChain app ask a github repo y9Ej gitir
623 Basic LangChain app ask an API anK0 gitir
624 Basic LangChain app chatbot with personality and memory 8HT1 gitir
625 Basic LangChain app RAG with DeepLake e0z6 gitir
626 Basic LangChain app simple agent UZXR gitir
627 Basic LangChain app advanced output parser iDz1 gitir
Section 80
Level 2 Applications: “Toy Demos” with LangChain and “Toy UIs” with Streamlit
628 Reminder Modifications introduced by the LangChain v0 1 0 version D0Zn gitir
629 Reminder Examples of env file and data folder vL4d gitir
631 Level 2 Applications Toy Demos with LangChain and Toy UIs with Streamlit bXVG gitir
632 Intro to the level 2 LangChain apps UCji gitir
633 From Proof of Concept to Production btbu gitir
634 Basic Streamlit iJLt gitir
635 LangChain App for re writing informal text odD7 gitir
637 LangChain App to write a Blog Post from a topic fqsz gitir
639 LangChain App to summarize the content of a TXT file 4D8I gitir
641 LangChain App to summarize text o32c gitir
643 LangChain App to Extract Key Data from a Product Review 1pWW gitir
645 LangChain RAG App to ask about the content of a private PDF file LvU0 gitir
647 LangChain RAG App to ask about the content of a private CSV file 9kKv gitir
649 LangChain App to Evaluate a RAG App XOvF gitir
Section 81
LangChain v020 and the "Second Generation LangChain"
651 LangChain v020 qiRU gitir
652 LangChain v020 Key Updates vvhw gitir
653 The Second Generation LangChain LangChain on 07 2024 P0CO gitir
654 The Second Generation LangChain The Evolution of LangChain wZqQ gitir
Section 82
The "Second Generation LangChain": Key Concepts and Areas
655 The Second Generation LangChain Intro 0k7G gitir
657 The Second Generation LangChain Connecting with LLMs Intro MqCg gitir
658 The Second Generation LangChain Connecting with LLMs q3Un gitir
659 The Second Generation LangChain Loading Data Intro OmAm gitir
660 The Second Generation LangChain Loading Data SNf2 gitir
661 The Second Generation LangChain Chaining Actions Intro i6VQ gitir
662 The Second Generation LangChain Chaining Actions W8NR gitir
663 The Second Generation LangChain Memory Intro QxKh gitir
664 The Second Generation LangChain Memory Nd4I gitir
Section 83
LCEL in Depth: Master the LangChain Expression Language
665 LCEL in Depth Master the LangChain Expression Language lW31 gitir
666 LCEL status and evolution Intro 235r gitir
667 LCEL Status and Evolution 815Z gitir
668 The Key Concept to Master LCEL Runnable Execution Order Intro g9c5 gitir
669 The Key Concept to Master LCEL Runnable Execution Order kvbQ gitir
670 The Main Built In LCEL Runnables Intro Awkx gitir
671 The Main Built In LCEL Runnables bgxd gitir
672 The Main Built In LCEL Functions for Runnables Intro bMtk gitir
673 The Main Built In LCEL Functions for Runnables rQZr gitir
674 Main Operations with LCEL Chains Intro BvxM gitir
675 Main Operations with LCEL Chains cxGm gitir
676 LCEL Chains At Work Basic RAG App Intro LZIg gitir
677 LCEL Chains At Work Basic RAG App vqwu gitir
Section 84
The Top 10 Apps in "Second Generation LangChain" and LCEL
678 The Top 10 Apps in Second Generation LangChain and LCEL Lkyg gitir
680 2nd Generation LangChain LCEL Basic LLM App Deployed with LangServe Intro vJlf gitir
682 2nd Generation LangChain LCEL Basic LLM App Deployed with LangServe yYuA gitir
683 2nd Generation LangChain LCEL Chatbots with Memory Intro mztd gitir
684 2nd Generation LangChain LCEL Chatbots with Memory Yd1u gitir
685 2nd Generation LangChain LCEL Retriever App Intro TRtn gitir
686 2nd Generation LangChain LCEL Retriever App Ebs4 gitir
687 2nd Generation LangChain LCEL Tool Using Agent with LangGraph Intro T8Hd gitir
688 2nd Generation LangChain LCEL Tool Using Agent with LangGraph QBhM gitir
689 2nd Generation LangChain LCEL RAG App Intro J3eU gitir
690 2nd Generation LangChain LCEL RAG App W84e gitir
691 2nd Generation LangChain LCEL Conversational RAG App Intro 1Ept gitir
692 2nd Generation LangChain LCEL Conversational RAG App 4UlT gitir
693 2nd Generation LangChain LCEL QA App over SQL Data Intro wNBj gitir
694 2nd Generation LangChain LCEL QA App over SQL Data JRbO gitir
695 2nd Generation LangChain LCEL QA App over PDF file with citations Intro yQlt gitir
696 2nd Generation LangChain LCEL QA App over PDF file with citations ArQf gitir
697 2nd Generation LangChain LCEL Key Data Extraction App Intro cTFs gitir
698 2nd Generation LangChain LCEL Key Data Extraction App emWe gitir
699 2nd Generation LangChain LCEL Sentiment Analysis App Intro LAGC gitir
700 2nd Generation LangChain LCEL Sentiment Analysis App Text Classification Iuqd gitir
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2025 Bootcamp Generative AI, LLM Apps, AI Agents, Cursor AI
Course modified date:
2 Dec 2025
2025 Bootcamp Generative AI, LLM Apps, AI Agents, Cursor AI
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