Core AI

RAG & Vector Search

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

4,143
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
Final Step: Take the Quiz & Claim Your Certificate
RAG & Vector Search ⚡ AI Lesson
Final Step: Take the Quiz & Claim Your Certificate
Analytics Vidhya Intermediate 3mo ago
Intro - Building RAG Applications
RAG & Vector Search ⚡ AI Lesson
Intro - Building RAG Applications
Analytics Vidhya Intermediate 3mo ago
Telepathic Chronicles 168 ( PGH)
RAG & Vector Search
Telepathic Chronicles 168 ( PGH)
tENTATIVELY, a cONVENIENCE & Ben Opie Intermediate 3mo ago
Choosing a vector database for RAG automation #qdrant #faiss #vectordb #shorts #youtubeshorts #ai
RAG & Vector Search ⚡ AI Lesson
Choosing a vector database for RAG automation #qdrant #faiss #vectordb #shorts #youtubeshorts #ai
AI Anytime Intermediate 3mo ago
Pin suggestions: AI-driven comment recommendations and RAG for DMs #aishorts #shorts #ai #youtube
RAG & Vector Search ⚡ AI Lesson
Pin suggestions: AI-driven comment recommendations and RAG for DMs #aishorts #shorts #ai #youtube
AI Anytime Intermediate 3mo ago
How To Build a $5M+/Year Business Portfolio From ZERO (My Story)
RAG & Vector Search ⚡ AI Lesson
How To Build a $5M+/Year Business Portfolio From ZERO (My Story)
Steve Hunsaker | Home Service Accelerator Intermediate 3mo ago
We scaled a garage from $140K to $400K/Month sales (exact strategy)
RAG & Vector Search
We scaled a garage from $140K to $400K/Month sales (exact strategy)
Senator We Run Ads Intermediate 3mo ago
How To Create and Use Memory in Azure AI Agents
RAG & Vector Search
How To Create and Use Memory in Azure AI Agents
Azure Innovation Station | Azure AI Agents Intermediate 3mo ago
NemoClaw : IA OpenClaw gratuit et Sécurisée de NVIDIA ! Installer et utiliser NemoClaw en local
RAG & Vector Search
NemoClaw : IA OpenClaw gratuit et Sécurisée de NVIDIA ! Installer et utiliser NemoClaw en local
IA Professeur Intermediate 3mo ago
#Ragerooms are corporate America's newest coping mechanism
RAG & Vector Search
#Ragerooms are corporate America's newest coping mechanism
Business Insider Intermediate 3mo ago
LLM Engineer Roadmap 2026 | How to Become an AI Engineer | #shorts #simplilearn
RAG & Vector Search
LLM Engineer Roadmap 2026 | How to Become an AI Engineer | #shorts #simplilearn
Simplilearn Intermediate 3mo ago
Update in the Collaborator Catalog: AI Filtering by Keywords
RAG & Vector Search ⚡ AI Lesson
Update in the Collaborator Catalog: AI Filtering by Keywords
Collaborator Intermediate 3mo ago
How AI Knows Things It Was Never Trained On
RAG & Vector Search
How AI Knows Things It Was Never Trained On
GenAI Geek Intermediate 3mo ago
Gemini Embedding 2 Is a Big Deal
RAG & Vector Search ⚡ AI Lesson
Gemini Embedding 2 Is a Big Deal
Prompt Engineering Intermediate 3mo ago
NEW Gemini Embedding 2 Update is INSANE!
RAG & Vector Search
NEW Gemini Embedding 2 Update is INSANE!
Julian Goldie SEO Intermediate 3mo ago
Gemini Embedding 2: Multimodal Retrieval Demo with ChromaDB
RAG & Vector Search ⚡ AI Lesson
Gemini Embedding 2: Multimodal Retrieval Demo with ChromaDB
Alejandro AO Intermediate 3mo ago
Google's New Model + Claude Code Just Changed RAG Forever
RAG & Vector Search ⚡ AI Lesson
Google's New Model + Claude Code Just Changed RAG Forever
Nate Herk Intermediate 3mo ago
Can we use RAG + Fine Tuning together? #genai
RAG & Vector Search ⚡ AI Lesson
Can we use RAG + Fine Tuning together? #genai
Satyajit Pattnaik Intermediate 3mo ago
How AI Finds Answers Instantly
RAG & Vector Search ⚡ AI Lesson
How AI Finds Answers Instantly
GenAI Geek Intermediate 3mo ago
The Intersection of AI, Legal Reasoning, and Access to Justice
RAG & Vector Search
The Intersection of AI, Legal Reasoning, and Access to Justice
Clio Intermediate 3mo ago
A Fresh Look at a Private AI Knowledge Nucleus
RAG & Vector Search
A Fresh Look at a Private AI Knowledge Nucleus
AiInSixtySec Intermediate 3mo ago
NEW Perplexity Update is INSANE! 🤯
RAG & Vector Search ⚡ AI Lesson
NEW Perplexity Update is INSANE! 🤯
Julian Goldie SEO Intermediate 3mo ago
Why Congresswoman Jasmine Crockett lost the Texas primary #shorts
RAG & Vector Search ⚡ AI Lesson
Why Congresswoman Jasmine Crockett lost the Texas primary #shorts
Vox Intermediate 3mo ago
AI Storage Need Fuels Hard Drive Demand
RAG & Vector Search ⚡ AI Lesson
AI Storage Need Fuels Hard Drive Demand
Bloomberg Technology Intermediate 3mo ago
Where AI and Crypto Collide
RAG & Vector Search
Where AI and Crypto Collide
The Information Intermediate 3mo ago
Why didn’t the Constitution prevent Trump from attacking Iran? #shorts
RAG & Vector Search
Why didn’t the Constitution prevent Trump from attacking Iran? #shorts
Vox Intermediate 3mo ago
Vector Reality Pinecone in Everyday AI Search
RAG & Vector Search
Vector Reality Pinecone in Everyday AI Search
AiInSixtySec Intermediate 4mo ago
No One Is Buying Computers Anymore
RAG & Vector Search
No One Is Buying Computers Anymore
Brodie Robertson Intermediate 4mo ago
LLM Fine-Tuning 25: Improve RAG Retrieval with Finetune Embedding | Embedding Fine-Tuning Full Guide
RAG & Vector Search ⚡ AI Lesson
LLM Fine-Tuning 25: Improve RAG Retrieval with Finetune Embedding | Embedding Fine-Tuning Full Guide
Sunny Savita Intermediate 4mo ago
Making Claude Code Actually Remember Things
RAG & Vector Search
Making Claude Code Actually Remember Things
Artem Zhutov Intermediate 4mo ago
Beyond Keywords: Hybrid Search (Vector + BM25) for High-Accuracy RAG Systems
RAG & Vector Search
Beyond Keywords: Hybrid Search (Vector + BM25) for High-Accuracy RAG Systems
CodeCraft Academy Intermediate 4mo ago
The Biggest Lie About Freedom
RAG & Vector Search
The Biggest Lie About Freedom
Dan Lok Intermediate 4mo ago
Coding the Ultimate RAG Engine from Zero
RAG & Vector Search
Coding the Ultimate RAG Engine from Zero
ClearTheAI Intermediate 4mo ago
LLM Fine-Tuning 24: Embedding & Embedding Fine-Tuning Full Guide | Train Your Own Embedding Model
RAG & Vector Search
LLM Fine-Tuning 24: Embedding & Embedding Fine-Tuning Full Guide | Train Your Own Embedding Model
Sunny Savita Intermediate 4mo ago
Code Switching in Real-Time | Universal-Streaming Speech-to-Text
RAG & Vector Search
Code Switching in Real-Time | Universal-Streaming Speech-to-Text
AssemblyAI Intermediate 4mo ago
Data+AI World Tour for Government 2025 - Building an AI-Native Future for CMS
RAG & Vector Search ⚡ AI Lesson
Data+AI World Tour for Government 2025 - Building an AI-Native Future for CMS
Databricks Intermediate 4mo ago
PyTorch Day India 2026 Closing Remarks Raghu Ghanti, Distinguished Engineer, IBM
RAG & Vector Search ⚡ AI Lesson
PyTorch Day India 2026 Closing Remarks Raghu Ghanti, Distinguished Engineer, IBM
PyTorch Intermediate 4mo ago
Bad gas chromatography is fooling juries (And how to guard against it)
RAG & Vector Search
Bad gas chromatography is fooling juries (And how to guard against it)
NACDLvideo Intermediate 4mo ago
Stop second-guessing high-stakes decisions.
RAG & Vector Search ⚡ AI Lesson
Stop second-guessing high-stakes decisions.
Stanford Online Intermediate 4mo ago
Build a Document Intelligence Pipeline With Nemotron RAG | Nemotron Labs
RAG & Vector Search ⚡ AI Lesson
Build a Document Intelligence Pipeline With Nemotron RAG | Nemotron Labs
NVIDIA Developer Intermediate 4mo ago
He Tried Linux, It Was A Mistake
RAG & Vector Search
He Tried Linux, It Was A Mistake
Brodie Robertson Intermediate 4mo ago
Your ads should reflect your true strengths
RAG & Vector Search
Your ads should reflect your true strengths
Focus Your Ads Intermediate 4mo ago
OpenAI's New AI Consultants
RAG & Vector Search
OpenAI's New AI Consultants
The Information Intermediate 4mo ago
3 Steps for Building an Intelligent Document Pipeline for RAG With Nemotron
RAG & Vector Search
3 Steps for Building an Intelligent Document Pipeline for RAG With Nemotron
NVIDIA Developer Intermediate 4mo ago
Final Step: Take the Quiz & Claim Your Certificate
RAG & Vector Search ⚡ AI Lesson
Final Step: Take the Quiz & Claim Your Certificate
Analytics Vidhya Intermediate 3mo ago
LlamaIndex & AWS Bedrock: Code Walkthrough, Local Setup & Live RAG Demo
RAG & Vector Search ⚡ AI Lesson
LlamaIndex & AWS Bedrock: Code Walkthrough, Local Setup & Live RAG Demo
Analytics Vidhya Intermediate 3mo ago
Illinois Gov. JB Pritzker encourages people to protest ICE #shorts
RAG & Vector Search
Illinois Gov. JB Pritzker encourages people to protest ICE #shorts
Vox Intermediate 4mo ago
LangGraph Tutorial: Building a Multi-Agent AI Research Assistant
RAG & Vector Search
LangGraph Tutorial: Building a Multi-Agent AI Research Assistant
Analytics Vidhya Intermediate 4mo ago
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