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
RAG for SKILLS: Retrieval Augmented Execution (SkillRAE)
RAG & Vector Search
RAG for SKILLS: Retrieval Augmented Execution (SkillRAE)
Discover AI Beginner 1d ago
Taking RAG Pipeline To Production With Caching And Observability
RAG & Vector Search
Taking RAG Pipeline To Production With Caching And Observability
Krish Naik Intermediate 2d ago
META’s New SIRA: Superintelligence RAG
RAG & Vector Search
META’s New SIRA: Superintelligence RAG
Discover AI Beginner 3d ago
Building Agentic RAG From Scratch in Pure Python
RAG & Vector Search
Building Agentic RAG From Scratch in Pure Python
Dave Ebbelaar Beginner 4d ago
Traditional RAG Vs Vectorless RAG-When To Use What?
RAG & Vector Search
Traditional RAG Vs Vectorless RAG-When To Use What?
Krish Naik Intermediate 5d ago
Agentic Search for Context Engineering — Leonie Monigatti, Elastic
RAG & Vector Search
Agentic Search for Context Engineering — Leonie Monigatti, Elastic
AI Engineer Intermediate 6d ago
Gemini File Search Update: Multimodal RAG, Metadata Filters & Page Citations
RAG & Vector Search
Gemini File Search Update: Multimodal RAG, Metadata Filters & Page Citations
Analytics Vidhya Intermediate 1w ago
This (RAG Project) is 🔥
RAG & Vector Search
This (RAG Project) is 🔥
AI Coach John (Tamil) Intermediate 1w ago
The Small Model Infrastructure Nobody Built (So We Did) — Filip Makraduli, Superlinked
RAG & Vector Search
The Small Model Infrastructure Nobody Built (So We Did) — Filip Makraduli, Superlinked
AI Engineer Intermediate 1w ago
RAG Explained | All about RAG - Retrieval Augmented Generation
RAG & Vector Search
RAG Explained | All about RAG - Retrieval Augmented Generation
codebasics Beginner 1w ago
What you can do with Gemini Embedding 2
RAG & Vector Search
What you can do with Gemini Embedding 2
Google for Developers Intermediate 1w ago
FastEmbed: Local AI Embeddings in Python
RAG & Vector Search
FastEmbed: Local AI Embeddings in Python
NeuralNine Intermediate 1w ago
RAG Explained For Beginners | What Is RAG | RAG Tutorial | Retrieval Augmented Reality | Simplilearn
RAG & Vector Search
RAG Explained For Beginners | What Is RAG | RAG Tutorial | Retrieval Augmented Reality | Simplilearn
Simplilearn Beginner 2w ago
How AI Search Engines Work | 1.1. AEO Course by Ahrefs
RAG & Vector Search
How AI Search Engines Work | 1.1. AEO Course by Ahrefs
Ahrefs Beginner 2w ago
How AI Search Algorithms Actually Work (And How to Beat Them)
RAG & Vector Search
How AI Search Algorithms Actually Work (And How to Beat Them)
Neil Patel Beginner 2w ago
Beyond Vector Search: What RAG Actually Needs | Yohan Lasorsa | Azure Cosmos DB Conf 2026
RAG & Vector Search
Beyond Vector Search: What RAG Actually Needs | Yohan Lasorsa | Azure Cosmos DB Conf 2026
Microsoft Developer Intermediate 2w ago
Why is RAG 🔥 so IMPORTANT? Simplified in Tamil
RAG & Vector Search
Why is RAG 🔥 so IMPORTANT? Simplified in Tamil
AI Coach John (Tamil) Intermediate 2w ago
Graph RAG Tutorial | Build Knowledge Graph Powered Retrieval Systems LangChain, ChromaDB & RAGAS
RAG & Vector Search
Graph RAG Tutorial | Build Knowledge Graph Powered Retrieval Systems LangChain, ChromaDB & RAGAS
Analytics Vidhya Beginner 2w ago
Toy Augmented Generation Project to a Production-Ready AI System
RAG & Vector Search
Toy Augmented Generation Project to a Production-Ready AI System
codebasics Beginner 3w ago
Vector Databases and Embeddings With ChromaDB: Vectors & Word Embeddings
RAG & Vector Search
Vector Databases and Embeddings With ChromaDB: Vectors & Word Embeddings
Real Python Beginner 3w ago
RAG Explained in Tamil | Build Your First Generative AI Project | Adi Explains
RAG & Vector Search
RAG Explained in Tamil | Build Your First Generative AI Project | Adi Explains
Adi Explains Beginner 4w ago
SQL vs Vector Database 2026 | Key Differences Explained | SQL vs Vector DB | #Shorts |#simplilearn
RAG & Vector Search
SQL vs Vector Database 2026 | Key Differences Explained | SQL vs Vector DB | #Shorts |#simplilearn
Simplilearn Beginner 1mo ago
BM25 vs Vector on the Same Query #rag #hybridsearch #llm
RAG & Vector Search
BM25 vs Vector on the Same Query #rag #hybridsearch #llm
Shane | LLM Implementation Beginner 1mo ago
Qdrant: Perfect Vector Store For RAG in Python
RAG & Vector Search
Qdrant: Perfect Vector Store For RAG in Python
NeuralNine Intermediate 1mo ago
The End of Frozen Models and RAG Pipelines #ai #podcast
RAG & Vector Search
The End of Frozen Models and RAG Pipelines #ai #podcast
The MAD Podcast with Matt Turck Intermediate 1mo ago
Hybrid Search Finds What Vectors Miss (RAG)
RAG & Vector Search
Hybrid Search Finds What Vectors Miss (RAG)
Shane | LLM Implementation Intermediate 1mo ago
Is this hack life-changing?
RAG & Vector Search
Is this hack life-changing?
Tech With Tim Beginner 1mo ago
13: Color Perception (cont'd), Motion Perception
RAG & Vector Search
13: Color Perception (cont'd), Motion Perception
MIT OpenCourseWare Intermediate 1mo ago
17: The Generic Viewpoint Assumption; Object Recognition
RAG & Vector Search
17: The Generic Viewpoint Assumption; Object Recognition
MIT OpenCourseWare Intermediate 1mo ago
A Better, Cheaper RAG (Neuro-Sym Multi-hop Reasoning)
RAG & Vector Search
A Better, Cheaper RAG (Neuro-Sym Multi-hop Reasoning)
Discover AI Beginner 4d ago
RAG in 60 seconds(Tamil) 🔥
RAG & Vector Search
RAG in 60 seconds(Tamil) 🔥
AI Coach John (Tamil) Intermediate 3w ago
8 RAG Concepts Explained in 26 Minutes 🔥: April 2026
RAG & Vector Search
8 RAG Concepts Explained in 26 Minutes 🔥: April 2026
AI Coach John (Tamil) Beginner 3w ago
Project: Full RAG Implementation in LangGraph
RAG & Vector Search
Project: Full RAG Implementation in LangGraph
Analytics Vidhya Intermediate 3w ago
18. LLM Ops: Local FastAPI Deployment, Ollama, and Metadata Analysis
RAG & Vector Search
18. LLM Ops: Local FastAPI Deployment, Ollama, and Metadata Analysis
Analytics Vidhya Intermediate 1mo ago
17. RAG Evaluation Deep Dive: Measuring AI Quality in Production LLM Ops
RAG & Vector Search
17. RAG Evaluation Deep Dive: Measuring AI Quality in Production LLM Ops
Analytics Vidhya Intermediate 1mo ago
16. LLM Ops Architecture: Implementing Output Validation and Structured AI Responses
RAG & Vector Search
16. LLM Ops Architecture: Implementing Output Validation and Structured AI Responses
Analytics Vidhya Intermediate 1mo ago
7. What is RAG? A Guide to Retrieval Augmented Generation and RAG Ops
RAG & Vector Search
7. What is RAG? A Guide to Retrieval Augmented Generation and RAG Ops
Analytics Vidhya Beginner 1mo ago
From Chunks to Connections: Graph RAG with Neo4j for Hierarchical Intelligence
RAG & Vector Search
From Chunks to Connections: Graph RAG with Neo4j for Hierarchical Intelligence
Analytics Vidhya Intermediate 1mo ago
Vectorless RAG Tutorial With PageIndex-No VectorDB And Chunking Required
RAG & Vector Search
Vectorless RAG Tutorial With PageIndex-No VectorDB And Chunking Required
Krish Naik Beginner 1mo ago
RAG Evaluation Metrics Tutorial
RAG & Vector Search
RAG Evaluation Metrics Tutorial
Analytics Vidhya Beginner 1mo ago
Build a Graph RAG System from Scratch
RAG & Vector Search
Build a Graph RAG System from Scratch
Analytics Vidhya Beginner 1mo ago
Why Classic RAG Fails & How Graph RAG Solves It
RAG & Vector Search
Why Classic RAG Fails & How Graph RAG Solves It
Analytics Vidhya Intermediate 1mo ago
Build a RAG System from Scratch with Python
RAG & Vector Search
Build a RAG System from Scratch with Python
Analytics Vidhya Intermediate 1mo ago
Graph RAG Project Problem Statement
RAG & Vector Search
Graph RAG Project Problem Statement
Analytics Vidhya Intermediate 1mo ago
Knowledge Graph, Vector Store, Graph Store & Retriever Layer
RAG & Vector Search
Knowledge Graph, Vector Store, Graph Store & Retriever Layer
Analytics Vidhya Beginner 1mo ago
Entity Graphs, Multi-Hop Retrieval Explained
RAG & Vector Search
Entity Graphs, Multi-Hop Retrieval Explained
Analytics Vidhya Beginner 1mo ago
Classic RAG Limitations Explained
RAG & Vector Search
Classic RAG Limitations Explained
Analytics Vidhya Intermediate 1mo ago
Graph RAG Course Introduction
RAG & Vector Search
Graph RAG Course Introduction
Analytics Vidhya Beginner 1mo ago
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