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
Build an Agentic Corrective RAG System from Scratch (With LangGraph)
RAG & Vector Search
Build an Agentic Corrective RAG System from Scratch (With LangGraph)
Analytics Vidhya Advanced 4d ago
Insulin Builds Muscle? Doctor Explains
RAG & Vector Search
Insulin Builds Muscle? Doctor Explains
Dr Sermed Mezher Advanced 1w ago
Production RAG at Scale with Azure Database for PostgreSQL | POSETTE: An Event for Postgres 2026
RAG & Vector Search
Production RAG at Scale with Azure Database for PostgreSQL | POSETTE: An Event for Postgres 2026
Microsoft Developer Advanced 1w ago
Make your content AI-ready with embeddings and structured data.
RAG & Vector Search
Make your content AI-ready with embeddings and structured data.
Casey Keith Advanced 2w ago
Two AI architectures offer two very different approaches to legal work.  #betweenthebriefs
RAG & Vector Search
Two AI architectures offer two very different approaches to legal work. #betweenthebriefs
Steno Advanced 3w ago
Knowledge Engineering with Bradley Allen - Weaviate Podcast #139!
RAG & Vector Search
Knowledge Engineering with Bradley Allen - Weaviate Podcast #139!
Weaviate vector database Advanced 4w ago
Next generation of Amazon OpenSearch Serverless | Built for Agentic AI | Amazon Web Services
RAG & Vector Search
Next generation of Amazon OpenSearch Serverless | Built for Agentic AI | Amazon Web Services
Amazon Web Services Advanced 1mo ago
CrossJEPA vs. JEPA-WM: Advancing Efficient 3D Learning via Cross-Modal Latent View Prediction. JEPA.
RAG & Vector Search
CrossJEPA vs. JEPA-WM: Advancing Efficient 3D Learning via Cross-Modal Latent View Prediction. JEPA.
Byte Goose AI. Advanced 1mo ago
Why you should stop obsessing over keywords in your SEO strategy.
RAG & Vector Search
Why you should stop obsessing over keywords in your SEO strategy.
Casey Keith Advanced 1mo ago
How AI Solves Real Problems: Mastering RAG, Fine-Tuning, and MCP
RAG & Vector Search
How AI Solves Real Problems: Mastering RAG, Fine-Tuning, and MCP
AI assisted Learning Advanced 1mo ago
The Death of Vector Databases? 💀 (Pinecone Nexus)
RAG & Vector Search
The Death of Vector Databases? 💀 (Pinecone Nexus)
K-Transfer Advanced 1mo ago
Kiln: The AI Workbench for Teams
RAG & Vector Search
Kiln: The AI Workbench for Teams
Kiln AI Advanced 1mo ago
Master RAG for Tech Interviews in 2026 | Full Guide
RAG & Vector Search
Master RAG for Tech Interviews in 2026 | Full Guide
AIGrounded Advanced 2mo ago
RAG System Design Interview Complete Guide (Embeddings, Chunking, Vector DB) | AI Engineer Interview
RAG & Vector Search
RAG System Design Interview Complete Guide (Embeddings, Chunking, Vector DB) | AI Engineer Interview
The AI How Advanced 2mo ago
You’re Not Training ChatGPT By Pasting Data
RAG & Vector Search
You’re Not Training ChatGPT By Pasting Data
What's AI by Louis-François Bouchard Advanced 3mo ago
Fix Bad RAG Queries Without Re-Indexing
RAG & Vector Search
Fix Bad RAG Queries Without Re-Indexing
Shane | LLM Implementation Advanced 3mo ago
STOP wasting budget on bad leads! 🛑 #LeadFunnel #GoogleTag #ConversionTracking
RAG & Vector Search ⚡ AI Lesson
STOP wasting budget on bad leads! 🛑 #LeadFunnel #GoogleTag #ConversionTracking
Google Ads Advanced 3mo ago
AI Agents + RAG Architecture (The Future of AI Systems) | AI System Design
RAG & Vector Search
AI Agents + RAG Architecture (The Future of AI Systems) | AI System Design
CodeVisium Advanced 3mo ago
Gemini Embedding 2 Hands-on in 8 mins!
RAG & Vector Search ⚡ AI Lesson
Gemini Embedding 2 Hands-on in 8 mins!
1littlecoder Advanced 3mo ago
Why OpenAI Embeddings Still Work Even After You Truncate Them
RAG & Vector Search ⚡ AI Lesson
Why OpenAI Embeddings Still Work Even After You Truncate Them
ExplainingAI Advanced 3mo ago
ModernBERT - Modern Replacement for BERT | RAG, Embeddings, Classification, Reranking
RAG & Vector Search ⚡ AI Lesson
ModernBERT - Modern Replacement for BERT | RAG, Embeddings, Classification, Reranking
Venelin Valkov Advanced 3mo ago
10 Things You MUST DO After Uploading a YouTube Video (if you want it to take off)
RAG & Vector Search ⚡ AI Lesson
10 Things You MUST DO After Uploading a YouTube Video (if you want it to take off)
Gillian Perkins Advanced 4mo ago
Lecture 03: Externalities in Theory & Practice
RAG & Vector Search
Lecture 03: Externalities in Theory & Practice
MIT OpenCourseWare Advanced 4mo ago
Lecture 02: Externalities in Theory
RAG & Vector Search
Lecture 02: Externalities in Theory
MIT OpenCourseWare Advanced 4mo ago
Advanced Retrieval Pipeline for RAG (HyDE, Hybrid Search, Reranking) | Build 100% Local Retrieval
RAG & Vector Search ⚡ AI Lesson
Advanced Retrieval Pipeline for RAG (HyDE, Hybrid Search, Reranking) | Build 100% Local Retrieval
Venelin Valkov Advanced 5mo ago
Culture isn’t soft. It’s expensive when it’s wrong
RAG & Vector Search
Culture isn’t soft. It’s expensive when it’s wrong
The Startup Club by Slidebean Advanced 5mo ago
Small Language Models Powering AI: The Future? #shorts #slm #slms #youtubeshorts
RAG & Vector Search ⚡ AI Lesson
Small Language Models Powering AI: The Future? #shorts #slm #slms #youtubeshorts
AI Anytime Advanced 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 6mo 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 6mo ago
RAG In A Nutshell
RAG & Vector Search
RAG In A Nutshell
Coding Tech Advanced 6mo ago
Designing Recommender Systems for Digital Humanities
RAG & Vector Search ⚡ AI Lesson
Designing Recommender Systems for Digital Humanities
Data Skeptic Advanced 7mo ago
AI just broke its knowledge limit! See how RAG changes everything.
RAG & Vector Search ⚡ AI Lesson
AI just broke its knowledge limit! See how RAG changes everything.
Casey Keith Advanced 3mo ago
Lecture 3: Inclusion-Exclusion
RAG & Vector Search ⚡ AI Lesson
Lecture 3: Inclusion-Exclusion
MIT OpenCourseWare Advanced 6mo ago
Lecture 11: Basic Group Theory
RAG & Vector Search ⚡ AI Lesson
Lecture 11: Basic Group Theory
MIT OpenCourseWare Advanced 6mo ago
Lecture 13: Duality in Linear Programming
RAG & Vector Search
Lecture 13: Duality in Linear Programming
MIT OpenCourseWare Advanced 6mo ago
Lecture 15: Max-Flow Min-Cut Theorem
RAG & Vector Search
Lecture 15: Max-Flow Min-Cut Theorem
MIT OpenCourseWare Advanced 6mo ago
Lecture 09: Reflections on the Szemeredi-Trotter Theorem
RAG & Vector Search
Lecture 09: Reflections on the Szemeredi-Trotter Theorem
MIT OpenCourseWare Advanced 7mo ago
Lecture 19: Random Walks on Finite Groups, Part 3
RAG & Vector Search ⚡ AI Lesson
Lecture 19: Random Walks on Finite Groups, Part 3
MIT OpenCourseWare Advanced 7mo ago
Introducing Amazon Nova Multimodal Embeddings | Amazon Web Services
RAG & Vector Search
Introducing Amazon Nova Multimodal Embeddings | Amazon Web Services
Amazon Web Services Advanced 8mo ago
Session 5-2: Differences Between Geothermal Heat Pumps and GEN
RAG & Vector Search ⚡ AI Lesson
Session 5-2: Differences Between Geothermal Heat Pumps and GEN
MIT OpenCourseWare Advanced 8mo ago
Video 6b: Representations of Ontologies: Craig Sapp’s Rosetta Stone
RAG & Vector Search ⚡ AI Lesson
Video 6b: Representations of Ontologies: Craig Sapp’s Rosetta Stone
MIT OpenCourseWare Advanced 8mo ago
Video 4b: Music Representation in General
RAG & Vector Search
Video 4b: Music Representation in General
MIT OpenCourseWare Advanced 8mo ago
Video 32a: Tipping the Iceberg
RAG & Vector Search ⚡ AI Lesson
Video 32a: Tipping the Iceberg
MIT OpenCourseWare Advanced 8mo ago
Class 5 Video: Music Representation (II)
RAG & Vector Search
Class 5 Video: Music Representation (II)
MIT OpenCourseWare Advanced 8mo ago
Video 9c: Interview with Michael Good on MusicXML
RAG & Vector Search ⚡ AI Lesson
Video 9c: Interview with Michael Good on MusicXML
MIT OpenCourseWare Advanced 8mo ago
Classes 18-21 Video: Brief Synopsis of Guest Sessions on Music Cognition
RAG & Vector Search ⚡ AI Lesson
Classes 18-21 Video: Brief Synopsis of Guest Sessions on Music Cognition
MIT OpenCourseWare Advanced 8mo ago
Class 10 Video: Equivalence and Intervals (I); Hierarchies (IV)
RAG & Vector Search ⚡ AI Lesson
Class 10 Video: Equivalence and Intervals (I); Hierarchies (IV)
MIT OpenCourseWare Advanced 8mo ago
Class 31 Video: Music Visualization and Optical Music Recognition
RAG & Vector Search ⚡ AI Lesson
Class 31 Video: Music Visualization and Optical Music Recognition
MIT OpenCourseWare Advanced 8mo ago
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Membangun Agen AI dengan Database Enterprise
📚 External: Coursera ↗
Self-paced
Membangun Agen AI dengan Database Enterprise
Opens on Coursera ↗
Optimizing Foundation Models
📚 External: Coursera ↗
Self-paced
Optimizing Foundation Models
Opens on Coursera ↗
Music as Biology: What We Like to Hear and Why
📚 External: Coursera ↗
Self-paced
Music as Biology: What We Like to Hear and Why
Opens on Coursera ↗
Embedding Models: From Architecture to Implementation
📚 External: Coursera ↗
Self-paced
Embedding Models: From Architecture to Implementation
Opens on Coursera ↗
Crea embeddings, búsqueda de vectores y RAG con BigQuery
📚 External: Coursera ↗
Self-paced
Crea embeddings, búsqueda de vectores y RAG con BigQuery
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 ↗