Core AI

RAG & Vector Search

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

4,909
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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GenAI Engineer RoadMap 2025 Step by step tutorial in Tamil
RAG & Vector Search
GenAI Engineer RoadMap 2025 Step by step tutorial in Tamil
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I Just Bought 3 Amazon Return Pallets for $1,500...Here's What I Found
RAG & Vector Search
I Just Bought 3 Amazon Return Pallets for $1,500...Here's What I Found
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The Rise and Fall of the Vector DB category: Jo Kristian Bergum (ex-Chief Scientist, Vespa)
RAG & Vector Search
The Rise and Fall of the Vector DB category: Jo Kristian Bergum (ex-Chief Scientist, Vespa)
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RIP KLING AI! FREE NSFW 120s IMAGE TO VIDEO KING on 6 GB VRAM!
RAG & Vector Search
RIP KLING AI! FREE NSFW 120s IMAGE TO VIDEO KING on 6 GB VRAM!
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RAG & Vector Search ⚡ AI Lesson
"New Junior Developers Can't Actually Code"
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RAG & Vector Search
What Is Data Architecture?
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RAG & Vector Search
Intro to ChromaDB | Vector Database
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RAG & Vector Search
Bad Intentions or Just Jokes? Gracious Grizzly’s Prank Problem! | VeeFriends 🐈‍⬛
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RAG & Vector Search ⚡ AI Lesson
What does it take to build a Realistic RAG in 2025? | AI & ML Monthly
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Secure Your AI Journey: Cloud WAN & Broadcom Enterprise-Grade Security
RAG & Vector Search
Secure Your AI Journey: Cloud WAN & Broadcom Enterprise-Grade Security
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RAG & Vector Search ⚡ AI Lesson
Look, I get it. ⁠⁠🫣 Putting yourself out there is uncomfortable. ⁠But what if…
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RAG & Vector Search ⚡ AI Lesson
Reputation Lag Attack - Computerphile
Computerphile Beginner 1y ago
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RAG & Vector Search
Should You Keep Switching Jobs For Hikes? (Hint: NO!)
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RAG & Vector Search
Secret to Land Your Dream Job Faster! 🚀
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Vector Databases Explained: Everything you need to know!
RAG & Vector Search
Vector Databases Explained: Everything you need to know!
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RAG & Vector Search
The epic Nordic legend of the monster slayer - Iseult Gillespie
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RAG & Vector Search
Why Expensive Eggs Are a Bigger Problem Than You Think | So Expensive | Business Insider
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RAG & Vector Search
Decoding The Google Ads Algorithm [2025]
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RAG & Vector Search ⚡ AI Lesson
Embedding sustainability: Navigating challenges and driving meaningful change in organisations
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RAG & Vector Search
Lec 15: Input Markets I—Labor Market
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RAG & Vector Search ⚡ AI Lesson
Lec 21: Social Insurance
MIT OpenCourseWare Beginner 1y ago
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RAG & Vector Search
OpenAI Embedding Models Explained: Ada-002 vs Davinci, Babbage, and Curie | Best Use Cases
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RAG & Vector Search
Invitation to CS50x Puzzle Day 2025
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RAG & Vector Search
Mobile Cloud for the AI Enterprise: Highway 9 & Google Cloud Solution
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RAG & Vector Search
How To Add AI Chatbot To Squarespace
Internet Bob Beginner 1y ago
Get Data Into Databricks - Batch Inference
RAG & Vector Search ⚡ AI Lesson
Get Data Into Databricks - Batch Inference
Databricks Beginner 1y ago
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RAG & Vector Search ⚡ AI Lesson
Get Data Into Databricks - Vector Search on Mosaic AI
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RAG & Vector Search ⚡ AI Lesson
Faster Training, Better Intents | RAG Intent Recognition: Explained
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RAG & Vector Search ⚡ AI Lesson
AI-Driven Teams: How to Transform Your Workforce
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RAG Explained: The Power of Retrieval-Augmented Generation in AI
RAG & Vector Search
RAG Explained: The Power of Retrieval-Augmented Generation in AI
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RAG & Vector Search
AI Quick Tip: Supercharge Your Schedule with AI and Reclaim Your Time!
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RAG & Vector Search ⚡ AI Lesson
How to Choose an Embedding Model?
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RAG & Vector Search ⚡ AI Lesson
My 5 "Clean" Code Principles (Start These Now)
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RAG & Vector Search
Did Lovable Kill Webflow?
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RAG & Vector Search
Building AI vs Traditional Tech: CEOs Spill the Tea
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Develop with Looker Embedding
RAG & Vector Search
Develop with Looker Embedding
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RAG & Vector Search ⚡ AI Lesson
99% of people overcomplicate making money online (It’s actually easy)
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RAG & Vector Search ⚡ AI Lesson
What Is Uncanny Valley Phenomenon? Bob van Lujit, CEO Of Weaviate, Explains
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RAG & Vector Search ⚡ AI Lesson
Advanced RAG with LlamaIndex - Metadata Extraction [2025]
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RAG & Vector Search
Join us in RAG Time this March!
Microsoft Developer Beginner 1y ago
Explaining RAG in under 5 minutes
RAG & Vector Search
Explaining RAG in under 5 minutes
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RAG & Vector Search ⚡ AI Lesson
Terence Tao continuing history’s cleverest cosmological measurements
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RAG & Vector Search ⚡ AI Lesson
How to build your own Chrome extension and customize your web experience
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RAG & Vector Search
How to Stay Grounded and Keep Pushing
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Lec 13: Oligopoly I
RAG & Vector Search
Lec 13: Oligopoly I
MIT OpenCourseWare Beginner 1y ago
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RAG & Vector Search
Gemini in BigQuery learning path
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RAG & Vector Search ⚡ AI Lesson
3 Python Developer Roadmaps - That Actually Work...
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RAG & Vector Search ⚡ AI Lesson
How MasterCard Improved Customer Support Time with AI-Powered Automation
Databricks Beginner 1y ago
📚 Continue on Coursera External links · Free to audit
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Gen AI - RAG Application Development using LangChain
📚 External: Coursera ↗
Self-paced
Gen AI - RAG Application Development using LangChain
Opens on Coursera ↗
Deploy Vector DBs Securely
📚 External: Coursera ↗
Self-paced
Deploy Vector DBs Securely
Opens on Coursera ↗
Retrieval-Augmented Generation (RAG) with Embeddings & Vector Databases
📚 External: Coursera ↗
Self-paced
Retrieval-Augmented Generation (RAG) with Embeddings & Vector Databases
Opens on Coursera ↗
Go Fundamentals: Presented by Gopher Guides
📚 External: Coursera ↗
Self-paced
Go Fundamentals: Presented by Gopher Guides
Opens on Coursera ↗
Project: Generative AI Applications with RAG and LangChain
📚 External: Coursera ↗
Self-paced
Project: Generative AI Applications with RAG and LangChain
Opens on Coursera ↗
Vector Search ve Yerleştirmeler
📚 External: Coursera ↗
Self-paced
Vector Search ve Yerleştirmeler
Opens on Coursera ↗