Don't like banners? Log in and we will make sure you see no banners. For free.
No cover art

[ WebToolTip.com ] Udemy - Complete RAG Bootcamp - Build, Optimize, and Deploy AI Apps

Other
Size
4 GB
Seeders
3
Leechers
5
Files
61
Category
Other
Added
at 3:55am GMT+1
Status
Not verified
Infohash
03d0765ef4c5fee7d55e04be36ff4baafd486fdf
Direct linkTorrent fileDownload now
Don't like banners? Log in and we will make sure you see no banners. For free.

Description

Complete RAG Bootcamp: Build, Optimize, and Deploy AI Apps


https://WebToolTip.com


Published 10/2025

MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch

Language: English | Duration: 6h 31m | Size: 3.97 GB


Learn to build intelligent, retrieval-powered AI systems using LangChain, LlamaIndex, and real-world RAG workflows


What you'll learn

Design and Build a Retrieval-Augmented Generation (RAG) System Understand how to integrate large language models (LLMs) with retrieval pipelines

Implement Embeddings and Vector Databases for Semantic Search Learn how to generate and store embeddings using tools like OpenAI, ChromaDB, or Pinecone

Develop an End-to-End AI Knowledge Assistant Build and deploy a functional AI chatbot using frameworks like LangChain, Streamlit, and FastAPI

Evaluate and Optimize AI Performance Metrics Measure your assistant’s accuracy, relevance, and user experience using key performance metrics


Requirements

Basic Python Programming Skills Familiarity with Python syntax and libraries (like pandas, requests, or json) will make it easier to follow along with code nstrations.

Curiosity About AI and LLMs A foundational understanding of how Large Language Models (LLMs) like ChatGPT or Llama work conceptually will be helpful, but not mandatory — everything is explained in simple terms.

Access to a Computer with Internet You’ll need a computer capable of running Python and Jupyter notebooks or VS Code, plus an internet connection to install packages and access APIs.

Free or Trial Accounts for Tools Some hands-on labs will use free-tier APIs or tools such as OpenAI, LangChain, ChromaDB, and Streamlit — setup instructions are provided in the course.

File list
  • [ WebToolTip.com ] Udemy - Complete RAG Bootcamp - Build, Optimize, and Deploy AI Apps
  • ~Get Your Files Here !/1 - Introduction to Retrieval-Augmented Generation/1 - 1.1 What is RAG.en_US.vtt 10.7 KB
  • ~Get Your Files Here !/1 - Introduction to Retrieval-Augmented Generation/1 - 1.1 What is RAG.mp4 109.4 MB
  • ~Get Your Files Here !/1 - Introduction to Retrieval-Augmented Generation/2 - 1.2 RAG System Overview.en_US.vtt 8.9 KB
  • ~Get Your Files Here !/1 - Introduction to Retrieval-Augmented Generation/2 - 1.2 RAG System Overview.mp4 88.7 MB
  • ~Get Your Files Here !/1 - Introduction to Retrieval-Augmented Generation/3 - 1.3 Applications of RAG.en_US.vtt 11 KB
  • ~Get Your Files Here !/1 - Introduction to Retrieval-Augmented Generation/3 - 1.3 Applications of RAG.mp4 113.8 MB
  • ~Get Your Files Here !/1 - Introduction to Retrieval-Augmented Generation/4 - Hands on Lab.html 4.7 KB
  • ~Get Your Files Here !/2 - Foundations of RAG Architecture/1 - 2.1 The Retrieval Process.en_US.vtt 10 KB
  • ~Get Your Files Here !/2 - Foundations of RAG Architecture/1 - 2.1 The Retrieval Process.mp4 107.3 MB
  • ~Get Your Files Here !/2 - Foundations of RAG Architecture/2 - 2.2 The Generation Process.en_US.vtt 9.2 KB
  • ~Get Your Files Here !/2 - Foundations of RAG Architecture/2 - 2.2 The Generation Process.mp4 95 MB
  • ~Get Your Files Here !/2 - Foundations of RAG Architecture/3 - 2.3 Putting It Together.en_US.vtt 13.2 KB
  • ~Get Your Files Here !/2 - Foundations of RAG Architecture/3 - 2.3 Putting It Together.mp4 142.5 MB
  • ~Get Your Files Here !/2 - Foundations of RAG Architecture/4 - Hands on Lab.html 4.9 KB
  • ~Get Your Files Here !/3 - Working with Embeddings and Vector Databases/1 - 3.1 What Are Embeddings.en_US.vtt 12.5 KB
  • ~Get Your Files Here !/3 - Working with Embeddings and Vector Databases/1 - 3.1 What Are Embeddings.mp4 125.3 MB
  • ~Get Your Files Here !/3 - Working with Embeddings and Vector Databases/2 - 3.2 Introduction to Vector Databases.en_US.vtt 13.4 KB
  • ~Get Your Files Here !/3 - Working with Embeddings and Vector Databases/2 - 3.2 Introduction to Vector Databases.mp4 151.8 MB
  • ~Get Your Files Here !/3 - Working with Embeddings and Vector Databases/3 - 3.3 Building and Querying Vector Stores.en_US.vtt 12.3 KB
  • ~Get Your Files Here !/3 - Working with Embeddings and Vector Databases/3 - 3.3 Building and Querying Vector Stores.mp4 131 MB
  • ~Get Your Files Here !/3 - Working with Embeddings and Vector Databases/4 - Hands on Lab.html 6.1 KB
  • ~Get Your Files Here !/4 - Section 4 Building RAG Pipelines with LangChain/1 - 4.1 LangChain Core Concepts.en_US.vtt 12.3 KB
  • ~Get Your Files Here !/4 - Section 4 Building RAG Pipelines with LangChain/1 - 4.1 LangChain Core Concepts.mp4 124.6 MB
  • ~Get Your Files Here !/4 - Section 4 Building RAG Pipelines with LangChain/2 - 4.2 RAG Implementation with LangChain.en_US.vtt 11.5 KB
  • ~Get Your Files Here !/4 - Section 4 Building RAG Pipelines with LangChain/2 - 4.2 RAG Implementation with LangChain.mp4 112 MB
  • ~Get Your Files Here !/4 - Section 4 Building RAG Pipelines with LangChain/3 - 4.3 Adding Context and Metadata.en_US.vtt 10.6 KB
  • ~Get Your Files Here !/4 - Section 4 Building RAG Pipelines with LangChain/3 - 4.3 Adding Context and Metadata.mp4 109.3 MB
  • ~Get Your Files Here !/4 - Section 4 Building RAG Pipelines with LangChain/4 - Hands on Lab.html 6.3 KB
  • ~Get Your Files Here !/5 - Enhancing RAG Performance/1 - 5.1 Advanced Retrieval Techniques.en_US.vtt 11.1 KB
  • ~Get Your Files Here !/5 - Enhancing RAG Performance/1 - 5.1 Advanced Retrieval Techniques.mp4 117 MB
  • ~Get Your Files Here !/5 - Enhancing RAG Performance/2 - 5.2 Optimizing Context and Prompts.en_US.vtt 11.8 KB
  • ~Get Your Files Here !/5 - Enhancing RAG Performance/2 - 5.2 Optimizing Context and Prompts.mp4 115.1 MB
  • ~Get Your Files Here !/5 - Enhancing RAG Performance/3 - 5.3 Evaluation and Metrics.en_US.vtt 12.9 KB
  • ~Get Your Files Here !/5 - Enhancing RAG Performance/3 - 5.3 Evaluation and Metrics.mp4 141.6 MB
  • ~Get Your Files Here !/5 - Enhancing RAG Performance/4 - Hands on Lab.html 7.3 KB
  • ~Get Your Files Here !/6 - Deploying RAG Systems/1 - 6.1 Front-End Integration.en_US.vtt 15 KB
  • ~Get Your Files Here !/6 - Deploying RAG Systems/1 - 6.1 Front-End Integration.mp4 159.2 MB
  • ~Get Your Files Here !/6 - Deploying RAG Systems/2 - 6.2 Backend APIs.en_US.vtt 14.9 KB
  • ~Get Your Files Here !/6 - Deploying RAG Systems/2 - 6.2 Backend APIs.mp4 160.1 MB
  • ~Get Your Files Here !/6 - Deploying RAG Systems/3 - 6.3 Deployment & Scalability.en_US.vtt 14.8 KB
  • ~Get Your Files Here !/6 - Deploying RAG Systems/3 - 6.3 Deployment & Scalability.mp4 162.6 MB
  • ~Get Your Files Here !/6 - Deploying RAG Systems/4 - Hands on Lab.html 6.9 KB
  • ~Get Your Files Here !/7 - Advanced & Hybrid RAG Techniques/1 - 7.1 Hybrid Search (Keyword + Vector).en_US.vtt 15.8 KB
  • ~Get Your Files Here !/7 - Advanced & Hybrid RAG Techniques/1 - 7.1 Hybrid Search (Keyword + Vector).mp4 149.5 MB
  • ~Get Your Files Here !/7 - Advanced & Hybrid RAG Techniques/2 - 7.2 Multi-Modal RAG.en_US.vtt 24.2 KB
  • ~Get Your Files Here !/7 - Advanced & Hybrid RAG Techniques/2 - 7.2 Multi-Modal RAG.mp4 241.2 MB
  • ~Get Your Files Here !/7 - Advanced & Hybrid RAG Techniques/3 - 7.3 Agentic RAG.en_US.vtt 24.6 KB
  • ~Get Your Files Here !/7 - Advanced & Hybrid RAG Techniques/3 - 7.3 Agentic RAG.mp4 243.9 MB
  • ~Get Your Files Here !/7 - Advanced & Hybrid RAG Techniques/4 - Hands on Lab.html 8.3 KB
  • ~Get Your Files Here !/8 - Real-World Use Cases/1 - 8.1 Enterprise & Industry RAG Solutions.en_US.vtt 24.2 KB
  • ~Get Your Files Here !/8 - Real-World Use Cases/1 - 8.1 Enterprise & Industry RAG Solutions.mp4 238.4 MB
  • ~Get Your Files Here !/8 - Real-World Use Cases/2 - 8.2 Security & Governance.en_US.vtt 24.2 KB
  • ~Get Your Files Here !/8 - Real-World Use Cases/2 - 8.2 Security & Governance.mp4 257.1 MB
  • ~Get Your Files Here !/8 - Real-World Use Cases/3 - 8.3 Integrating RAG into Workflows.en_US.vtt 23.5 KB
  • ~Get Your Files Here !/8 - Real-World Use Cases/3 - 8.3 Integrating RAG into Workflows.mp4 231.6 MB
  • ~Get Your Files Here !/8 - Real-World Use Cases/4 - Hands on Lab.html 7.4 KB
  • ~Get Your Files Here !/9 - Section 9/1 - 9.1 RAG for Developers & Data Scientists.en_US.vtt 21.6 KB
  • ~Get Your Files Here !/9 - Section 9/1 - 9.1 RAG for Developers & Data Scientists.mp4 200.3 MB
  • ~Get Your Files Here !/9 - Section 9/2 - 9.2 Capstone Project.en_US.vtt 24.7 KB
  • ~Get Your Files Here !/9 - Section 9/2 - 9.2 Capstone Project.mp4 243.2 MB
  • ~Get Your Files Here !/Bonus Resources.txt 70 B

Rating
Not rated yet
Log in to rate

Comments

No comments yet.


Similar torrents
NameSizeDate
3.6 GB206
1.8 GB72
3.1 GB62
1.6 GB33
462 MB20
3.9 GB11
1.8 GB12
3.1 GB01
465 MB00
2.5 GB00
2.2 GB02