Core AI

RAG & Vector Search

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

5,272
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
RAG Isnโ€™t Dead
RAG & Vector Search
RAG Isnโ€™t Dead
Latent Space Intermediate 10mo ago
Finding True Strength in Competition + More | VeeFriends ๐Ÿˆโ€โฌ› | Cartoon Video Compilation
RAG & Vector Search
Finding True Strength in Competition + More | VeeFriends ๐Ÿˆโ€โฌ› | Cartoon Video Compilation
VeeFriends Cartoons Intermediate 10mo ago
Weaviate TECH Hands-On: Personalization Agent
RAG & Vector Search
Weaviate TECH Hands-On: Personalization Agent
Weaviate vector database Intermediate 10mo ago
Transform retail with edge AI analytics
RAG & Vector Search
Transform retail with edge AI analytics
Google Cloud Intermediate 10mo ago
Lakebase: Real-time Operational & Analytical Data on One Platform
RAG & Vector Search โšก AI Lesson
Lakebase: Real-time Operational & Analytical Data on One Platform
Databricks Intermediate 10mo ago
Summit Live: Partners - Hear From Key Companies on Adding Value
RAG & Vector Search โšก AI Lesson
Summit Live: Partners - Hear From Key Companies on Adding Value
Databricks Intermediate 10mo ago
Day 1: Prapela Case Study
RAG & Vector Search
Day 1: Prapela Case Study
MIT OpenCourseWare Intermediate 10mo ago
DeepExtension RAG as AI's Knowledge Plugin
RAG & Vector Search
DeepExtension RAG as AI's Knowledge Plugin
DeepExtension Intermediate 10mo ago
Create advanced automations using the Home APIs on Android
RAG & Vector Search
Create advanced automations using the Home APIs on Android
Google for Developers Intermediate 10mo ago
Lexical (BM25) and Neural (Sparse Embeddings) Hybrid Search with Autocomplete Using OpenSearch
RAG & Vector Search
Lexical (BM25) and Neural (Sparse Embeddings) Hybrid Search with Autocomplete Using OpenSearch
Data Science and Data Visualization Intermediate 10mo ago
Raghav Sir Na Ki GfG Ki Website Hack? ๐Ÿ˜ฑ๐Ÿ˜ณ #Shorts #Hacketyper #ViralVideo #GfG
RAG & Vector Search
Raghav Sir Na Ki GfG Ki Website Hack? ๐Ÿ˜ฑ๐Ÿ˜ณ #Shorts #Hacketyper #ViralVideo #GfG
GeeksforGeeks Intermediate 10mo ago
Databricks and the Rise of the Data Engineer | #DataManagement #BusinessInsights #Databricks #Shorts
RAG & Vector Search
Databricks and the Rise of the Data Engineer | #DataManagement #BusinessInsights #Databricks #Shorts
The New Stack Intermediate 10mo ago
#NVIDIA DGX Spark - Your Own Personal #AI Supercomputer
RAG & Vector Search โšก AI Lesson
#NVIDIA DGX Spark - Your Own Personal #AI Supercomputer
NVIDIA Developer Intermediate 10mo ago
How  to Learn to Code as a Kid (Under 18)
RAG & Vector Search โšก AI Lesson
How to Learn to Code as a Kid (Under 18)
Tech With Tim Intermediate 10mo ago
Why Is NVIDIA Llama NeMo Retriever for Multimodal RAG #1 on Three Leaderboards?
RAG & Vector Search
Why Is NVIDIA Llama NeMo Retriever for Multimodal RAG #1 on Three Leaderboards?
NVIDIA Developer Intermediate 10mo ago
n8n Just Leveled Up RAG Agents (Reranking & Metadata)
RAG & Vector Search โšก AI Lesson
n8n Just Leveled Up RAG Agents (Reranking & Metadata)
Nate Herk | AI Automation Intermediate 10mo ago
Vector Search Benchmark[eting] - Philipp Krenn, Elastic
RAG & Vector Search
Vector Search Benchmark[eting] - Philipp Krenn, Elastic
AI Engineer Intermediate 10mo ago
RAG in 2025: State of the Art and the Road Forward โ€” Tengyu Ma, MongoDB (acq. Voyage AI)
RAG & Vector Search
RAG in 2025: State of the Art and the Road Forward โ€” Tengyu Ma, MongoDB (acq. Voyage AI)
AI Engineer Intermediate 10mo ago
I Built an AI That Knows 200,000 Game Characters
RAG & Vector Search
I Built an AI That Knows 200,000 Game Characters
Coding with Lewis Intermediate 10mo ago
Build An AI Notes App (Vercel AI SDK v5, Next.js 15, Convex, RAG)
RAG & Vector Search
Build An AI Notes App (Vercel AI SDK v5, Next.js 15, Convex, RAG)
Coding in Flow Intermediate 11mo ago
They Fix Your Jacket for FREE? ๐Ÿงต Patagoniaโ€™s Bold Move    #shorts
RAG & Vector Search
They Fix Your Jacket for FREE? ๐Ÿงต Patagoniaโ€™s Bold Move #shorts
Jacky Chou from Indexsy Intermediate 11mo ago
How to Use AI to Simplify Your Marketing
RAG & Vector Search โšก AI Lesson
How to Use AI to Simplify Your Marketing
AI Explored Intermediate 11mo ago
Insider Tips for Success from @BenHeath
RAG & Vector Search
Insider Tips for Success from @BenHeath
Professor Charley T Intermediate 11mo ago
Building Enterprise RAG with Azure Database for PostgreSQL and pgvector | POSETTE 2025
RAG & Vector Search
Building Enterprise RAG with Azure Database for PostgreSQL and pgvector | POSETTE 2025
Microsoft Developer Intermediate 11mo ago
AI for Small Business: 3 Signs It's Time to Make the Leap
RAG & Vector Search
AI for Small Business: 3 Signs It's Time to Make the Leap
Coursera Intermediate 11mo ago
Red Bullโ€™s Shocking Origin Story ๐Ÿš€   #shorts
RAG & Vector Search
Red Bullโ€™s Shocking Origin Story ๐Ÿš€ #shorts
Jacky Chou from Indexsy Intermediate 11mo ago
#305 RAG 2.0 and The New Era of RAG Agents | Douwe Kiela, CEO at Contextual AI | Inventor of RAG
RAG & Vector Search โšก AI Lesson
#305 RAG 2.0 and The New Era of RAG Agents | Douwe Kiela, CEO at Contextual AI | Inventor of RAG
DataCamp Intermediate 11mo ago
Aparna Chennapragada is the CPO at Microsoft
RAG & Vector Search โšก AI Lesson
Aparna Chennapragada is the CPO at Microsoft
Lenny's Podcast Intermediate 11mo ago
Cโ€™est quoi un RAG ? ๏ฟผ cโ€™est la meilleure solution pour rรฉduire les hallucinations dโ€™une IA.๏ฟผ
RAG & Vector Search
Cโ€™est quoi un RAG ? ๏ฟผ cโ€™est la meilleure solution pour rรฉduire les hallucinations dโ€™une IA.๏ฟผ
LAW I.A. Avocat & intelligence artificielle Lexvox Intermediate 11mo ago
Generic Search is Dead.
RAG & Vector Search
Generic Search is Dead.
Weaviate vector database Intermediate 11mo ago
#seos What do you dream about? #mozpod #jameshaywardbrowne
RAG & Vector Search
#seos What do you dream about? #mozpod #jameshaywardbrowne
Moz Intermediate 11mo ago
The Most Underrated Way to Make $2,000 in 48 Hours
RAG & Vector Search
The Most Underrated Way to Make $2,000 in 48 Hours
Niche Pursuits Intermediate 11mo ago
Databricks Without Disruption: A Deep Dive on Catalog Federation with Hive Metastore, Glue, and Snow
RAG & Vector Search โšก AI Lesson
Databricks Without Disruption: A Deep Dive on Catalog Federation with Hive Metastore, Glue, and Snow
Databricks Intermediate 10mo ago
Supercharging Sales Intelligence: Processing Billions of Events via Structured Streaming
RAG & Vector Search โšก AI Lesson
Supercharging Sales Intelligence: Processing Billions of Events via Structured Streaming
Databricks Intermediate 10mo ago
A Japanese Mega-Bankโ€™s Journey to a Modern, GenAI-Powered, Governed Data Platform
RAG & Vector Search โšก AI Lesson
A Japanese Mega-Bankโ€™s Journey to a Modern, GenAI-Powered, Governed Data Platform
Databricks Intermediate 10mo ago
Trust You Can Measure: Data Quality Standards in The Lakehouse
RAG & Vector Search โšก AI Lesson
Trust You Can Measure: Data Quality Standards in The Lakehouse
Databricks Intermediate 10mo ago
Scaling Identity Graph Ingestion to 1M Events/Sec with Spark Streaming & Delta Lake
RAG & Vector Search โšก AI Lesson
Scaling Identity Graph Ingestion to 1M Events/Sec with Spark Streaming & Delta Lake
Databricks Intermediate 10mo ago
How Ad Tech Runs on Databricks
RAG & Vector Search โšก AI Lesson
How Ad Tech Runs on Databricks
Databricks Intermediate 10mo ago
Mastering Change Data Capture With DLT
RAG & Vector Search โšก AI Lesson
Mastering Change Data Capture With DLT
Databricks Intermediate 10mo ago
Scalable Data Ingestion: Building Custom Pipelines with the Fivetran Connector SDK and Databricks
RAG & Vector Search โšก AI Lesson
Scalable Data Ingestion: Building Custom Pipelines with the Fivetran Connector SDK and Databricks
Databricks Intermediate 10mo ago
Analyzing Geospatial Data at Scale in Databricks for Environment & Agriculture
RAG & Vector Search โšก AI Lesson
Analyzing Geospatial Data at Scale in Databricks for Environment & Agriculture
Databricks Intermediate 10mo ago
Transforming Data at Rheem: From Silos to Scalable Data Lakehouse With Databricks and Unity Catalog
RAG & Vector Search โšก AI Lesson
Transforming Data at Rheem: From Silos to Scalable Data Lakehouse With Databricks and Unity Catalog
Databricks Intermediate 10mo ago
Cost-Effective Data Architecture and AI Practice With Databricks at FunPlus
RAG & Vector Search โšก AI Lesson
Cost-Effective Data Architecture and AI Practice With Databricks at FunPlus
Databricks Intermediate 10mo ago
Sponsored by: Cognizant | How Cognizant Helped RJR Transform Market Intelligence with GenAI
RAG & Vector Search โšก AI Lesson
Sponsored by: Cognizant | How Cognizant Helped RJR Transform Market Intelligence with GenAI
Databricks Intermediate 10mo ago
RAG Evaluation Is Broken! Here's Why (And How to Fix It) - Yuval Belfer and Niv Granot
RAG & Vector Search โšก AI Lesson
RAG Evaluation Is Broken! Here's Why (And How to Fix It) - Yuval Belfer and Niv Granot
AI Engineer Intermediate 11mo ago
The RAG Stack We Landed On After 37 Fails - Jonathan Fernandes
RAG & Vector Search โšก AI Lesson
The RAG Stack We Landed On After 37 Fails - Jonathan Fernandes
AI Engineer Intermediate 11mo ago
Arctic Wolf Demo: How Aurora Endpoint Uses Databricks for Advanced Threat Detection
RAG & Vector Search โšก AI Lesson
Arctic Wolf Demo: How Aurora Endpoint Uses Databricks for Advanced Threat Detection
Databricks Intermediate 11mo ago
MUVERA with Rajesh Jayaram and Roberto Esposito - Weaviate Podcast #123!
RAG & Vector Search
MUVERA with Rajesh Jayaram and Roberto Esposito - Weaviate Podcast #123!
Weaviate vector database Intermediate 11mo ago
๐Ÿ“š Coursera Courses Opens on Coursera ยท Free to audit
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AWS Storage Data Protection Services Getting Started
๐Ÿ“š Coursera Course โ†—
Self-paced
AWS Storage Data Protection Services Getting Started
Opens on Coursera โ†—
Enable Vectorization in Weaviate
๐Ÿ“š Coursera Course โ†—
Self-paced
Enable Vectorization in Weaviate
Opens on Coursera โ†—
Nanotechnology and Nanosensors, Part1
๐Ÿ“š Coursera Course โ†—
Self-paced
Nanotechnology and Nanosensors, Part1
Opens on Coursera โ†—
Python for Security
๐Ÿ“š Coursera Course โ†—
Self-paced
Python for Security
Opens on Coursera โ†—
Growing your Influence
๐Ÿ“š Coursera Course โ†—
Self-paced
Growing your Influence
Opens on Coursera โ†—
Building Data Lakes on AWS
๐Ÿ“š Coursera Course โ†—
Self-paced
Building Data Lakes on AWS
Opens on Coursera โ†—