Core AI

RAG & Vector Search

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

5,308
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
Being young isn’t a limitation, it’s leverage. 👀 #helpbnk #entrepreneur
RAG & Vector Search ⚡ AI Lesson
Being young isn’t a limitation, it’s leverage. 👀 #helpbnk #entrepreneur
HelpBnk Intermediate 10mo ago
[Workshop] AI Pipelines and Agents in Pure TypeScript with Mastra.ai — Nick Nisi, Zack Proser
RAG & Vector Search
[Workshop] AI Pipelines and Agents in Pure TypeScript with Mastra.ai — Nick Nisi, Zack Proser
AI Engineer Intermediate 10mo ago
RAG Isn’t Dead
RAG & Vector Search
RAG Isn’t Dead
Latent Space Intermediate 10mo ago
Finding True Strength in Competition + More | VeeFriends 🐈‍⬛ | Cartoon Video Compilation
RAG & Vector Search
Finding True Strength in Competition + More | VeeFriends 🐈‍⬛ | 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 ⚡ 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 ⚡ 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? 😱😳 #Shorts #Hacketyper #ViralVideo #GfG
RAG & Vector Search
Raghav Sir Na Ki GfG Ki Website Hack? 😱😳 #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 ⚡ 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 ⚡ 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 ⚡ 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
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 11mo 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? 🧵 Patagonia’s Bold Move    #shorts
RAG & Vector Search
They Fix Your Jacket for FREE? 🧵 Patagonia’s Bold Move #shorts
Jacky Chou from Indexsy Intermediate 11mo ago
How to Use AI to Simplify Your Marketing
RAG & Vector Search ⚡ 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 Bull’s Shocking Origin Story 🚀   #shorts
RAG & Vector Search
Red Bull’s Shocking Origin Story 🚀 #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 ⚡ 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 ⚡ AI Lesson
Aparna Chennapragada is the CPO at Microsoft
Lenny's Podcast Intermediate 11mo ago
C’est quoi un RAG ?  c’est la meilleure solution pour réduire les hallucinations d’une IA.
RAG & Vector Search
C’est quoi un RAG ?  c’est la meilleure solution pour réduire les hallucinations d’une IA.
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
Databricks Without Disruption: A Deep Dive on Catalog Federation with Hive Metastore, Glue, and Snow
RAG & Vector Search ⚡ 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 ⚡ AI Lesson
Supercharging Sales Intelligence: Processing Billions of Events via Structured Streaming
Databricks Intermediate 10mo ago
A Japanese Mega-Bank’s Journey to a Modern, GenAI-Powered, Governed Data Platform
RAG & Vector Search ⚡ AI Lesson
A Japanese Mega-Bank’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 ⚡ 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 ⚡ 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 ⚡ AI Lesson
How Ad Tech Runs on Databricks
Databricks Intermediate 10mo ago
Mastering Change Data Capture With DLT
RAG & Vector Search ⚡ 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 ⚡ 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 ⚡ 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 ⚡ 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 ⚡ 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 ⚡ AI Lesson
Sponsored by: Cognizant | How Cognizant Helped RJR Transform Market Intelligence with GenAI
Databricks Intermediate 10mo ago
RAG in 2025: State of the Art and the Road Forward — Tengyu Ma, MongoDB (acq. Voyage AI)
RAG & Vector Search
RAG in 2025: State of the Art and the Road Forward — Tengyu Ma, MongoDB (acq. Voyage AI)
AI Engineer Intermediate 10mo ago
RAG Evaluation Is Broken! Here's Why (And How to Fix It) - Yuval Belfer and Niv Granot
RAG & Vector Search ⚡ 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 ⚡ 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 ⚡ AI Lesson
Arctic Wolf Demo: How Aurora Endpoint Uses Databricks for Advanced Threat Detection
Databricks Intermediate 11mo ago
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Master & Manage Linux CentOS Systems
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Create a Glossary in Microsoft Word 365
📚 Coursera Course ↗
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Create a Glossary in Microsoft Word 365
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Agentic AI Systems with Vector DBs & RAG
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Agentic AI Systems with Vector DBs & RAG
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