Core AI

RAG & Vector Search

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

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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
Videos 5,117 Reads 156
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RAG Explained Simply (Most People Get This Wrong)
RAG & Vector Search
RAG Explained Simply (Most People Get This Wrong)
ChethanAIChronicles Beginner 5mo ago
Why Going To Concerts Is Harder Than Ever
RAG & Vector Search
Why Going To Concerts Is Harder Than Ever
Business Insider Beginner 5mo ago
Weaviate, AWS, and NVIDIA in the AI ecosystem | Amazon Web Services
RAG & Vector Search
Weaviate, AWS, and NVIDIA in the AI ecosystem | Amazon Web Services
Amazon Web Services Advanced 5mo ago
Zilliz, AWS & NVIDIA: High-performance AI apps infrastructure partnerships | Amazon Web Services
RAG & Vector Search ⚡ AI Lesson
Zilliz, AWS & NVIDIA: High-performance AI apps infrastructure partnerships | Amazon Web Services
Amazon Web Services Advanced 5mo ago
What are Vectors? | Vector Databases for Beginners | Part 2
RAG & Vector Search
What are Vectors? | Vector Databases for Beginners | Part 2
Data Science Dojo Beginner 5mo ago
Mistral AI ecosystem for Japanese builders and enterprises
RAG & Vector Search ⚡ AI Lesson
Mistral AI ecosystem for Japanese builders and enterprises
Weights & Biases Intermediate 5mo ago
Career Crossroads: How Nia Secker Found Her True Path
RAG & Vector Search ⚡ AI Lesson
Career Crossroads: How Nia Secker Found Her True Path
Cognism Beginner 5mo ago
The Loophole that Drowned America in Self Storage
RAG & Vector Search
The Loophole that Drowned America in Self Storage
The Hustle Beginner 5mo ago
Metaview Customer Story | AssemblyAI
RAG & Vector Search
Metaview Customer Story | AssemblyAI
AssemblyAI Intermediate 5mo ago
Do Websites Really Treat You Differently Based on Location?
RAG & Vector Search ⚡ AI Lesson
Do Websites Really Treat You Differently Based on Location?
Tech With Tim Beginner 5mo ago
The Secret Behind Dyson’s 5,127 Failures 🌀 #shorts
RAG & Vector Search
The Secret Behind Dyson’s 5,127 Failures 🌀 #shorts
Jacky Chou from Indexsy Intermediate 5mo ago
Pro Googlers
RAG & Vector Search ⚡ AI Lesson
Pro Googlers
MLOps.community Intermediate 5mo ago
Learn to implement multi-vector retrieval for image data in this new course
RAG & Vector Search ⚡ AI Lesson
Learn to implement multi-vector retrieval for image data in this new course
DeepLearningAI Intermediate 5mo ago
The 8 Trends I’m Betting My Entire Marketing Strategy On in 2026
15:20
RAG & Vector Search ⚡ AI Lesson
The 8 Trends I’m Betting My Entire Marketing Strategy On in 2026
Neil Patel Intermediate 5mo ago
Diversity in Search Results
RAG & Vector Search
Diversity in Search Results
Weaviate vector database Beginner 5mo ago
Why The US Army Has Spent $21.6 Billion On Stryker Combat Vehicles
RAG & Vector Search ⚡ AI Lesson
Why The US Army Has Spent $21.6 Billion On Stryker Combat Vehicles
Business Insider Beginner 5mo ago
Study So Fast Feel Like A King #shorts #students #study #exam #computerscience #learning
RAG & Vector Search
Study So Fast Feel Like A King #shorts #students #study #exam #computerscience #learning
WebKnower Beginner 5mo ago
Smart Search with RAG, ChromaDB and Vector Embeddings
RAG & Vector Search
Smart Search with RAG, ChromaDB and Vector Embeddings
Code with Irtiza Intermediate 5mo ago
How to HEAL Your Trauma | Gabor Maté's Powerful Insights in 24 Minutes
RAG & Vector Search ⚡ AI Lesson
How to HEAL Your Trauma | Gabor Maté's Powerful Insights in 24 Minutes
Evan Carmichael Beginner 5mo ago
Nuance of BM25
RAG & Vector Search
Nuance of BM25
MLOps.community Intermediate 5mo ago
RAG Explained For Beginners #ai #RAG #n8n
RAG & Vector Search
RAG Explained For Beginners #ai #RAG #n8n
Mayank Aggarwal Beginner 5mo ago
RAG Explained in 30 Seconds (You’ll Never Use AI the Same!) #shorts #ai #aitools
RAG & Vector Search
RAG Explained in 30 Seconds (You’ll Never Use AI the Same!) #shorts #ai #aitools
ChethanAIChronicles Beginner 5mo ago
VoiceVision RAG - Integrating Visual Document Intelligence with Voice Response — Suman Debnath, AWS
RAG & Vector Search ⚡ AI Lesson
VoiceVision RAG - Integrating Visual Document Intelligence with Voice Response — Suman Debnath, AWS
AI Engineer Intermediate 5mo ago
Unlocking AI and HPC Success with Google Cloud Managed Lustre
RAG & Vector Search
Unlocking AI and HPC Success with Google Cloud Managed Lustre
Google Cloud Advanced 5mo ago
AI Dev 25 x NYC | Jacky Liang: Why Agents Can't Find the Right Docs (And How Postgres Fixes It)
RAG & Vector Search
AI Dev 25 x NYC | Jacky Liang: Why Agents Can't Find the Right Docs (And How Postgres Fixes It)
DeepLearningAI Intermediate 5mo ago
Flo Health Personalizes Women’s Care on the Databricks Data Intelligence Platform
RAG & Vector Search ⚡ AI Lesson
Flo Health Personalizes Women’s Care on the Databricks Data Intelligence Platform
Databricks Beginner 5mo ago
Build Advanced Retrieval-Augmented Generation (RAG) with MongoDB Vector Search
RAG & Vector Search
Build Advanced Retrieval-Augmented Generation (RAG) with MongoDB Vector Search
Krish Naik Intermediate 5mo ago
Debugging JAX & Flax NNX (Part 2)
RAG & Vector Search
Debugging JAX & Flax NNX (Part 2)
Google for Developers Beginner 5mo ago
AI Builds Websites from Speech: The Future of Web Development #shorts #simplilearn
RAG & Vector Search
AI Builds Websites from Speech: The Future of Web Development #shorts #simplilearn
Simplilearn Intermediate 5mo ago
Lecture 20: Building the First Federally (CFTC) Regulated Exchange Dedicated to Trading on Events
RAG & Vector Search ⚡ AI Lesson
Lecture 20: Building the First Federally (CFTC) Regulated Exchange Dedicated to Trading on Events
MIT OpenCourseWare Intermediate 5mo ago
Lecture 1, Part III: Bond “Mathematics”
RAG & Vector Search
Lecture 1, Part III: Bond “Mathematics”
MIT OpenCourseWare Intermediate 5mo ago
How Do You Evaluate RAG Retrieval Quality? #Shorts #LLM #Rag #GfG
RAG & Vector Search
How Do You Evaluate RAG Retrieval Quality? #Shorts #LLM #Rag #GfG
GeeksforGeeks Intermediate 5mo ago
November 2025 Recap
RAG & Vector Search
November 2025 Recap
AssemblyAI Beginner 5mo ago
Quick Python Tips for Beginners | Boost Your Coding Skills #shorts #simplilearn
RAG & Vector Search
Quick Python Tips for Beginners | Boost Your Coding Skills #shorts #simplilearn
Simplilearn Beginner 5mo ago
All About Cedar, an Open Source Solution for Fine-Tuning Kubernetes Authorization
RAG & Vector Search
All About Cedar, an Open Source Solution for Fine-Tuning Kubernetes Authorization
The New Stack Intermediate 5mo ago
Web Caching(Speed Through Storage)
RAG & Vector Search
Web Caching(Speed Through Storage)
Next Gen Synthetix Intermediate 5mo ago
How to assess data lake and data warehouse migrations to BigQuery
RAG & Vector Search
How to assess data lake and data warehouse migrations to BigQuery
Google Cloud Tech Beginner 5mo ago
#Ragebait is #Oxford's Word of the Year. #2025 #wordoftheyear
RAG & Vector Search
#Ragebait is #Oxford's Word of the Year. #2025 #wordoftheyear
Business Insider Intermediate 5mo ago
Lecture 14: Stochastic Processes II
RAG & Vector Search ⚡ AI Lesson
Lecture 14: Stochastic Processes II
MIT OpenCourseWare Intermediate 5mo ago
Lecture 1, Part II: Introduction of Financial Markets, Financial Terms and Concepts
RAG & Vector Search
Lecture 1, Part II: Introduction of Financial Markets, Financial Terms and Concepts
MIT OpenCourseWare Beginner 5mo ago
Lecture 8: Regression Analysis (cont.)
RAG & Vector Search
Lecture 8: Regression Analysis (cont.)
MIT OpenCourseWare Intermediate 5mo ago
Lecture 9: Principal Component Analysis in Finance
RAG & Vector Search ⚡ AI Lesson
Lecture 9: Principal Component Analysis in Finance
MIT OpenCourseWare Intermediate 5mo ago
Lecture 7: Linear Rates, Products, and Models
RAG & Vector Search ⚡ AI Lesson
Lecture 7: Linear Rates, Products, and Models
MIT OpenCourseWare Beginner 5mo ago
Lecture 12: Time Series Analysis
RAG & Vector Search
Lecture 12: Time Series Analysis
MIT OpenCourseWare Beginner 5mo ago
Lecture 6: Stochastic Processes I (cont.); Regression Analysis
RAG & Vector Search ⚡ AI Lesson
Lecture 6: Stochastic Processes I (cont.); Regression Analysis
MIT OpenCourseWare Beginner 5mo ago
Lecture 11: Regression Analysis (cont.)
RAG & Vector Search ⚡ AI Lesson
Lecture 11: Regression Analysis (cont.)
MIT OpenCourseWare Intermediate 5mo ago
Lecture 5: Probability Theory (cont.); Stochastic Processes I
RAG & Vector Search ⚡ AI Lesson
Lecture 5: Probability Theory (cont.); Stochastic Processes I
MIT OpenCourseWare Advanced 5mo ago
Lecture 19: Volatility Modeling
RAG & Vector Search ⚡ AI Lesson
Lecture 19: Volatility Modeling
MIT OpenCourseWare Intermediate 5mo ago
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