Core AI

RAG & Vector Search

Retrieval-augmented generation, vector databases, embeddings and semantic search

5,273
lessons
Skills in this topic
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RAG Basics
beginner
Chunk documents with LangChain or LlamaIndex
Vector Stores
intermediate
Set up Pinecone, Weaviate, or pgvector
RAG Evaluation
intermediate
Run RAGAS evaluation on a RAG pipeline
Advanced RAG
advanced
Build a hybrid BM25 + dense retrieval pipeline
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Watch These Videos And Go From Average To Topper #shorts #topper #prime #students #medicalstudent
RAG & Vector Search
Watch These Videos And Go From Average To Topper #shorts #topper #prime #students #medicalstudent
WebKnower Beginner 7mo ago
Why Retrieval Augmented Generation Outperforms Fine Tuning
RAG & Vector Search
Why Retrieval Augmented Generation Outperforms Fine Tuning
Data Science Dojo Beginner 7mo ago
LLMOPS 01: End-to-End Advanced RAG Project with LLMOPS | Complete Setup & Use Cases Discussion
RAG & Vector Search
LLMOPS 01: End-to-End Advanced RAG Project with LLMOPS | Complete Setup & Use Cases Discussion
Sunny Savita Intermediate 7mo ago
Send your AI films to Chroma Awards
RAG & Vector Search
Send your AI films to Chroma Awards
Sebastian Kamph Intermediate 7mo ago
What are vector databases, and how do they differ from traditional relational databases? #Shorts
RAG & Vector Search
What are vector databases, and how do they differ from traditional relational databases? #Shorts
GeeksforGeeks Beginner 7mo ago
Association Newsletters: Build credibility in your industry
RAG & Vector Search ⚡ AI Lesson
Association Newsletters: Build credibility in your industry
Multiview Beginner 7mo ago
The Truth About the Software Engineering Job Market in 2025
RAG & Vector Search ⚡ AI Lesson
The Truth About the Software Engineering Job Market in 2025
Tech With Tim Beginner 7mo ago
AWS CloudOps Engineer Associate (SOA-C03) Certification Course – Pass the Exam!
RAG & Vector Search ⚡ AI Lesson
AWS CloudOps Engineer Associate (SOA-C03) Certification Course – Pass the Exam!
freeCodeCamp.org Beginner 7mo ago
Video 9: All There Is to Unlearn - MIT Innovation Teams
RAG & Vector Search
Video 9: All There Is to Unlearn - MIT Innovation Teams
MIT OpenCourseWare Beginner 7mo ago
Video 3: Technology Isn’t What You Think It Is - MIT Innovation Teams
RAG & Vector Search
Video 3: Technology Isn’t What You Think It Is - MIT Innovation Teams
MIT OpenCourseWare Beginner 7mo ago
Driver licenses and much more hacked! You sure this should be stored centrally?
RAG & Vector Search
Driver licenses and much more hacked! You sure this should be stored centrally?
David Bombal Intermediate 7mo ago
ChromaDB Crash Course - Intro to Vector Databases
RAG & Vector Search ⚡ AI Lesson
ChromaDB Crash Course - Intro to Vector Databases
Alejandro AO Beginner 7mo ago
Why Chroma Ignored the AI Hype
RAG & Vector Search
Why Chroma Ignored the AI Hype
Latent Space Beginner 7mo ago
AI Feels Like Alchemy, Not Engineering
RAG & Vector Search
AI Feels Like Alchemy, Not Engineering
Latent Space Intermediate 7mo ago
Digital Marketing Institute | Tips for Marketing Job Hunters
RAG & Vector Search
Digital Marketing Institute | Tips for Marketing Job Hunters
Digital Marketing Institute Beginner 7mo ago
What the $100k H1B Visa Means for Software Engineers
RAG & Vector Search ⚡ AI Lesson
What the $100k H1B Visa Means for Software Engineers
Tech With Tim Beginner 7mo ago
Know These 7 AI terms Before You Invest in AI (Guardrails, MCP, Fine-Tuning & More)
RAG & Vector Search ⚡ AI Lesson
Know These 7 AI terms Before You Invest in AI (Guardrails, MCP, Fine-Tuning & More)
Dave Ebbelaar (LLM Eng) Intermediate 7mo ago
🔥Data Scientist Salary: What You Can Earn in 2026 #shorts #simplilearn
RAG & Vector Search
🔥Data Scientist Salary: What You Can Earn in 2026 #shorts #simplilearn
Simplilearn Beginner 7mo ago
AI-Powered Decision Making Programme - IIM Kozhikode | AI Course | AI Certification | Simplilearn
RAG & Vector Search
AI-Powered Decision Making Programme - IIM Kozhikode | AI Course | AI Certification | Simplilearn
Simplilearn Beginner 7mo ago
AWS just made Kubernetes EASY (Amazon EKS Auto Mode)
RAG & Vector Search ⚡ AI Lesson
AWS just made Kubernetes EASY (Amazon EKS Auto Mode)
NetworkChuck Beginner 7mo ago
Build a RAG Agent with NVIDIA Nemotron | Nemotron Labs
RAG & Vector Search ⚡ AI Lesson
Build a RAG Agent with NVIDIA Nemotron | Nemotron Labs
NVIDIA Developer Beginner 7mo ago
Playing it safe ruins content
RAG & Vector Search
Playing it safe ruins content
Impaxs Marketing Beginner 7mo ago
Weaviate's Query Agent with Charles Pierse - Weaviate Podcast #128!
RAG & Vector Search
Weaviate's Query Agent with Charles Pierse - Weaviate Podcast #128!
Weaviate vector database Beginner 7mo ago
Graph RAG: The Future of AI Context!
RAG & Vector Search ⚡ AI Lesson
Graph RAG: The Future of AI Context!
Analytics Vidhya Intermediate 7mo ago
Quick Intro to RAG
RAG & Vector Search
Quick Intro to RAG
Automata Learning Lab Beginner 7mo ago
RAG 101: Learn how to build your first pipeline!
RAG & Vector Search ⚡ AI Lesson
RAG 101: Learn how to build your first pipeline!
DataCamp Beginner 7mo ago
Easily Create Annotated Image Datasets with this Open Source Tool
RAG & Vector Search
Easily Create Annotated Image Datasets with this Open Source Tool
NVIDIA Developer Beginner 7mo ago
The NEW Easiest Way to Build RAG Agents in Minutes (no code)
RAG & Vector Search ⚡ AI Lesson
The NEW Easiest Way to Build RAG Agents in Minutes (no code)
Nate Herk | AI Automation Intermediate 7mo ago
5 Paid Ads Secrets That Scale Your Online Store FAST
RAG & Vector Search
5 Paid Ads Secrets That Scale Your Online Store FAST
5MS Beginner 7mo ago
Gilad Bracha - Online Collaboration for Free - 27 August 2025
RAG & Vector Search
Gilad Bracha - Online Collaboration for Free - 27 August 2025
UK Smalltalk User Group Intermediate 7mo ago
Future of Data and AI | Agentic AI Conference | Second Edition | Day 2
RAG & Vector Search ⚡ AI Lesson
Future of Data and AI | Agentic AI Conference | Second Edition | Day 2
Data Science Dojo Intermediate 8mo ago
Introduction: How to Move Technologies from Lab to Impact - MIT Innovation Teams
RAG & Vector Search ⚡ AI Lesson
Introduction: How to Move Technologies from Lab to Impact - MIT Innovation Teams
MIT OpenCourseWare Beginner 7mo ago
Video 2: All Great Ideas Start Out Bad - MIT Innovation Teams
RAG & Vector Search
Video 2: All Great Ideas Start Out Bad - MIT Innovation Teams
MIT OpenCourseWare Beginner 7mo ago
Video 7: Lessons From a Real Garage - MIT Innovation Teams
RAG & Vector Search
Video 7: Lessons From a Real Garage - MIT Innovation Teams
MIT OpenCourseWare Intermediate 7mo ago
Video 10: Go Combinatorial - MIT Innovation Teams
RAG & Vector Search
Video 10: Go Combinatorial - MIT Innovation Teams
MIT OpenCourseWare Intermediate 7mo ago
Video 6: Don’t Start Small, Start With What You Have - MIT Innovation Teams
RAG & Vector Search
Video 6: Don’t Start Small, Start With What You Have - MIT Innovation Teams
MIT OpenCourseWare Beginner 7mo ago
🔥Cloud Practitioner Salary: What You Can Earn in 2026 #shorts #simplilearn
RAG & Vector Search
🔥Cloud Practitioner Salary: What You Can Earn in 2026 #shorts #simplilearn
Simplilearn Beginner 7mo ago
How to Build a Production-Ready RAG AI Agent in Python (Step-by-Step)
RAG & Vector Search ⚡ AI Lesson
How to Build a Production-Ready RAG AI Agent in Python (Step-by-Step)
Tech With Tim Intermediate 7mo ago
07. EdTech Before the Internet
RAG & Vector Search
07. EdTech Before the Internet
MIT OpenCourseWare Beginner 8mo ago
09. Massive Open Online Courses (MOOCs)
RAG & Vector Search
09. Massive Open Online Courses (MOOCs)
MIT OpenCourseWare Beginner 8mo ago
10. Intelligent Tutors
RAG & Vector Search
10. Intelligent Tutors
MIT OpenCourseWare Beginner 8mo ago
14. Learning Games
RAG & Vector Search
14. Learning Games
MIT OpenCourseWare Beginner 8mo ago
16. Start-Up and the Curse of the Familiar
RAG & Vector Search ⚡ AI Lesson
16. Start-Up and the Curse of the Familiar
MIT OpenCourseWare Beginner 8mo ago
12. Interest-Driven Learning
RAG & Vector Search ⚡ AI Lesson
12. Interest-Driven Learning
MIT OpenCourseWare Beginner 8mo ago
03. How People Learn: Situated Learning
RAG & Vector Search
03. How People Learn: Situated Learning
MIT OpenCourseWare Beginner 8mo ago
02. How People Learn: Cognitive Load Theory
RAG & Vector Search
02. How People Learn: Cognitive Load Theory
MIT OpenCourseWare Beginner 8mo ago
18. Trap of Routine Assessment
RAG & Vector Search
18. Trap of Routine Assessment
MIT OpenCourseWare Beginner 8mo ago
Lecture 12: Knowing Your Players
RAG & Vector Search
Lecture 12: Knowing Your Players
MIT OpenCourseWare Intermediate 8mo ago
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