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
Best Chunking Techniques for RAG Systems in 2026
RAG & Vector Search
Best Chunking Techniques for RAG Systems in 2026
AIGrounded Beginner 2mo ago
How to Build a Powerful RAG Ingestion Pipeline
RAG & Vector Search
How to Build a Powerful RAG Ingestion Pipeline
AIGrounded Intermediate 2mo ago
Project Time | This #1 AI (RAG PROJECT 🔥) we Built Will BLOW Your Mind 🤯
RAG & Vector Search
Project Time | This #1 AI (RAG PROJECT 🔥) we Built Will BLOW Your Mind 🤯
AI Coach John (Tamil) Intermediate 2mo 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 2mo ago
DIP AI concepts: Embeddings!!  #ai #education #artificialintelligence
RAG & Vector Search
DIP AI concepts: Embeddings!! #ai #education #artificialintelligence
Devs in Progress Intermediate 2mo ago
Build a Production RAG Pipeline From Scratch (Hybrid Search, Reranking, Observability) | AI Engineer
RAG & Vector Search
Build a Production RAG Pipeline From Scratch (Hybrid Search, Reranking, Observability) | AI Engineer
The AI How Intermediate 2mo ago
Word Embeddings (Vector) | OHE | Bag of Words | Term Frequency Inverse Document Frequency (TFIDF)
RAG & Vector Search
Word Embeddings (Vector) | OHE | Bag of Words | Term Frequency Inverse Document Frequency (TFIDF)
RoboSathi Beginner 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
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 2mo ago
Vectorless RAG is changing AI agents retrieval
RAG & Vector Search
Vectorless RAG is changing AI agents retrieval
Rakesh Gohel Intermediate 2mo ago
RIP Z-IMAGE! NEW FREE NSFW IMAGE AI IS HERE! LESS THAN 8GB VRAM!
RAG & Vector Search
RIP Z-IMAGE! NEW FREE NSFW IMAGE AI IS HERE! LESS THAN 8GB VRAM!
Aitrepreneur Beginner 2mo ago
Stop perfecting your prompt. Do this instead
RAG & Vector Search
Stop perfecting your prompt. Do this instead
Jeff Su Intermediate 2mo ago
Project: Full RAG Implementation in LangGraph
RAG & Vector Search
Project: Full RAG Implementation in LangGraph
Analytics Vidhya Intermediate 2mo ago
Codex Just Became the Everything App
RAG & Vector Search
Codex Just Became the Everything App
Prompt Engineering Beginner 2mo ago
Amazon Bedrock for Beginners – From First Prompt to AI Agent (Full Tutorial)
RAG & Vector Search
Amazon Bedrock for Beginners – From First Prompt to AI Agent (Full Tutorial)
AWS Developers Beginner 2mo ago
Vectors Embeddings | Spring AI
RAG & Vector Search
Vectors Embeddings | Spring AI
Telusko Intermediate 2mo ago
Embeddings, Vector database Agent,, RAG & MCP: How Modern AI Systems Actually Work
RAG & Vector Search
Embeddings, Vector database Agent,, RAG & MCP: How Modern AI Systems Actually Work
ByteMonk Beginner 2mo ago
TurboQuant The algorithm that crashed RAM prices 30% Overnight
RAG & Vector Search
TurboQuant The algorithm that crashed RAM prices 30% Overnight
AI Depth School Beginner 2mo ago
5 AI Projects to Build in 2026 | Telugu | Vamsi Bhavani
RAG & Vector Search
5 AI Projects to Build in 2026 | Telugu | Vamsi Bhavani
Vamsi Bhavani Intermediate 2mo 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 2mo ago
Why You Can’t Upload a PDF Into an AI Brain
RAG & Vector Search
Why You Can’t Upload a PDF Into an AI Brain
What's AI by Louis-François Bouchard Beginner 2mo ago
Qdrant: Perfect Vector Store For RAG in Python
RAG & Vector Search
Qdrant: Perfect Vector Store For RAG in Python
NeuralNine Intermediate 2mo 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 2mo ago
Hybrid Search Finds What Vectors Miss (RAG)
RAG & Vector Search
Hybrid Search Finds What Vectors Miss (RAG)
Shane | LLM Implementation Intermediate 2mo ago
Anthropic Killed OpenClaw and More ...
RAG & Vector Search
Anthropic Killed OpenClaw and More ...
Prompt Engineering Beginner 2mo 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 2mo ago
Build Vector DB Pipeline: RAG Done Right #Shorts
RAG & Vector Search
Build Vector DB Pipeline: RAG Done Right #Shorts
Tech Talks with Kaleem Beginner 2mo ago
Retrieval Augmented Generation(RAG) LangGraph Crash Course In Hindi
RAG & Vector Search
Retrieval Augmented Generation(RAG) LangGraph Crash Course In Hindi
Krish Naik Hindi Beginner 2mo ago
Build 100% Local Advanced RAG System for Financial PDFs with Qwen 3.5 | Docling, LangGraph & Ollama
RAG & Vector Search
Build 100% Local Advanced RAG System for Financial PDFs with Qwen 3.5 | Docling, LangGraph & Ollama
Venelin Valkov Intermediate 3mo ago
MCP Vs RAG Explained in Telugu | Vamsi Bhavani
RAG & Vector Search
MCP Vs RAG Explained in Telugu | Vamsi Bhavani
Vamsi Bhavani Beginner 3mo ago
RAG Explained: Ace Your Next AI Interview
RAG & Vector Search
RAG Explained: Ace Your Next AI Interview
AIGrounded Intermediate 2mo ago
RAG Explained in 90 Seconds
RAG & Vector Search
RAG Explained in 90 Seconds
AIGrounded Beginner 2mo ago
Every Question Your Customers Ask – Your AI Has the Answer #VoiceAgent #Shorts
RAG & Vector Search
Every Question Your Customers Ask – Your AI Has the Answer #VoiceAgent #Shorts
The AI How Beginner 2mo ago
RAG in 60 seconds(Tamil) 🔥
RAG & Vector Search
RAG in 60 seconds(Tamil) 🔥
AI Coach John (Tamil) Intermediate 2mo 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 2mo 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 2mo 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 2mo 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 2mo ago
Qwen 3.6 Plus is Opus but Free?
RAG & Vector Search
Qwen 3.6 Plus is Opus but Free?
Prompt Engineering Beginner 2mo ago
RAG Evaluation Metrics Tutorial
RAG & Vector Search
RAG Evaluation Metrics Tutorial
Analytics Vidhya Beginner 2mo ago
Build a Graph RAG System from Scratch
RAG & Vector Search
Build a Graph RAG System from Scratch
Analytics Vidhya Beginner 2mo 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 2mo ago
Build a RAG System from Scratch with Python
RAG & Vector Search
Build a RAG System from Scratch with Python
Analytics Vidhya Intermediate 2mo ago
Graph RAG Project Problem Statement
RAG & Vector Search
Graph RAG Project Problem Statement
Analytics Vidhya Intermediate 2mo ago
Knowledge Graph, Vector Store, Graph Store & Retriever Layer
RAG & Vector Search
Knowledge Graph, Vector Store, Graph Store & Retriever Layer
Analytics Vidhya Beginner 2mo ago
Entity Graphs, Multi-Hop Retrieval Explained
RAG & Vector Search
Entity Graphs, Multi-Hop Retrieval Explained
Analytics Vidhya Beginner 2mo ago
Classic RAG Limitations Explained
RAG & Vector Search
Classic RAG Limitations Explained
Analytics Vidhya Intermediate 2mo ago
Graph RAG Course Introduction
RAG & Vector Search
Graph RAG Course Introduction
Analytics Vidhya Beginner 2mo ago
📚 Continue on Coursera External links · Free to audit
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Project: Generative AI Applications with RAG and LangChain
📚 External: Coursera ↗
Self-paced
Project: Generative AI Applications with RAG and LangChain
Opens on Coursera ↗
Vector Database Foundations and Core Concepts
📚 External: Coursera ↗
Self-paced
Vector Database Foundations and Core Concepts
Opens on Coursera ↗
Advanced RAG with Vector Databases and Retrievers
📚 External: Coursera ↗
Self-paced
Advanced RAG with Vector Databases and Retrievers
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 ↗
Optimize and Migrate Vectors
📚 External: Coursera ↗
Self-paced
Optimize and Migrate Vectors
Opens on Coursera ↗
Build a Movie Recommendation App with OpenAI
📚 External: Coursera ↗
Self-paced
Build a Movie Recommendation App with OpenAI
Opens on Coursera ↗