Core AI

RAG & Vector Search

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

5,269
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
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 2mo ago
The Biggest Lie About Freedom
RAG & Vector Search
The Biggest Lie About Freedom
Dan Lok Intermediate 2mo ago
Coding the Ultimate RAG Engine from Zero
RAG & Vector Search
Coding the Ultimate RAG Engine from Zero
ClearTheAI Intermediate 2mo ago
It’s unlikely that Jeffrey Epstein’s friends were in the dark about his sex crimes #shorts
RAG & Vector Search
It’s unlikely that Jeffrey Epstein’s friends were in the dark about his sex crimes #shorts
Vox Intermediate 2mo ago
Interesting story about Hadoop #aiwithakash #aiintamil #dataengineering #datascience
RAG & Vector Search
Interesting story about Hadoop #aiwithakash #aiintamil #dataengineering #datascience
AI with Akash Intermediate 2mo 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 2mo 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 2mo 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 2mo 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 3mo 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 3mo ago
Stop second-guessing high-stakes decisions.
RAG & Vector Search ⚡ AI Lesson
Stop second-guessing high-stakes decisions.
Stanford Online Intermediate 3mo 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 3mo ago
He Tried Linux, It Was A Mistake
RAG & Vector Search
He Tried Linux, It Was A Mistake
Brodie Robertson Intermediate 3mo ago
Your ads should reflect your true strengths
RAG & Vector Search
Your ads should reflect your true strengths
Focus Your Ads Intermediate 3mo ago
Turn Your RAG Pipeline Into a ChatGPT Like App🔥(Beginner Friendly)
RAG & Vector Search
Turn Your RAG Pipeline Into a ChatGPT Like App🔥(Beginner Friendly)
ChethanAIChronicles Intermediate 3mo ago
IS Oracle AI Database 26AI Vector Search Better Than Pinecone/Qdrant
RAG & Vector Search ⚡ AI Lesson
IS Oracle AI Database 26AI Vector Search Better Than Pinecone/Qdrant
Krish Naik Intermediate 3mo ago
OpenAI's New AI Consultants
RAG & Vector Search
OpenAI's New AI Consultants
The Information Intermediate 3mo 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 3mo ago
Lecture 08: Local Public Goods and Fiscal Federalism
RAG & Vector Search ⚡ AI Lesson
Lecture 08: Local Public Goods and Fiscal Federalism
MIT OpenCourseWare Intermediate 3mo ago
Lecture 04: Externalities in Practice II
RAG & Vector Search ⚡ AI Lesson
Lecture 04: Externalities in Practice II
MIT OpenCourseWare Intermediate 3mo ago
how vector database work? #vectordatabases#semanticsearch#retrievalaugmentedgeneration#embedding#ai
RAG & Vector Search
how vector database work? #vectordatabases#semanticsearch#retrievalaugmentedgeneration#embedding#ai
Data Science Made Easy Intermediate 3mo ago
BUYING A HOUSE IS A WASTE OF MONEY?!
RAG & Vector Search
BUYING A HOUSE IS A WASTE OF MONEY?!
The Diary Of A CEO Intermediate 3mo ago
The average #household has more than seven #subscriptions, costing #Americans over $200 a month.
RAG & Vector Search
The average #household has more than seven #subscriptions, costing #Americans over $200 a month.
Business Insider Intermediate 3mo ago
How Talend Converts Drag & Drop into Java Code
RAG & Vector Search ⚡ AI Lesson
How Talend Converts Drag & Drop into Java Code
Curious Enough Intermediate 3mo ago
Vector Databases Explained: Design Choices and Trade-Offs
RAG & Vector Search
Vector Databases Explained: Design Choices and Trade-Offs
Ready Tensor Intermediate 3mo ago
How to think like an entrepreneur
RAG & Vector Search
How to think like an entrepreneur
Learn With Shopify Intermediate 3mo ago
RAG was just the beginning
RAG & Vector Search ⚡ AI Lesson
RAG was just the beginning
MLOps.community Intermediate 3mo ago
How to Build SO Much Confidence You Stop Doubting Yourself (3 Hours of Truth)
RAG & Vector Search
How to Build SO Much Confidence You Stop Doubting Yourself (3 Hours of Truth)
Evan Carmichael Intermediate 3mo ago
X Is Paying $1,000,000 for Writing
RAG & Vector Search
X Is Paying $1,000,000 for Writing
Full Disclosure Intermediate 3mo ago
Embeddings and Vector Databases for Fast RAG (100% Local) | Ollama, Supabase (PostgreSQL + pgvector)
RAG & Vector Search ⚡ AI Lesson
Embeddings and Vector Databases for Fast RAG (100% Local) | Ollama, Supabase (PostgreSQL + pgvector)
Venelin Valkov Intermediate 3mo ago
Build your own RAG without code
RAG & Vector Search ⚡ AI Lesson
Build your own RAG without code
Abhishek Thakur Intermediate 3mo ago
AST Code Parsing: Unlocking RAG for IDEs #shorts
RAG & Vector Search ⚡ AI Lesson
AST Code Parsing: Unlocking RAG for IDEs #shorts
AI Anytime Intermediate 3mo ago
Memory Bottleneck Hits Hardware Maker Stocks
RAG & Vector Search ⚡ AI Lesson
Memory Bottleneck Hits Hardware Maker Stocks
Bloomberg Technology Intermediate 3mo ago
CES 2024: Intel & Qualcomm Unleash CRAZY FAST Tech! #shorts. #physicalai #youtubeshorts #aishorts
RAG & Vector Search ⚡ AI Lesson
CES 2024: Intel & Qualcomm Unleash CRAZY FAST Tech! #shorts. #physicalai #youtubeshorts #aishorts
AI Anytime Intermediate 3mo ago
Lecture 15: Health Care III, Redistribution
RAG & Vector Search
Lecture 15: Health Care III, Redistribution
MIT OpenCourseWare Intermediate 3mo ago
Lecture 14: Health Care II
RAG & Vector Search
Lecture 14: Health Care II
MIT OpenCourseWare Intermediate 3mo ago
Lecture 11: Social Security
RAG & Vector Search ⚡ AI Lesson
Lecture 11: Social Security
MIT OpenCourseWare Intermediate 3mo ago
Lecture 07: Political Economy
RAG & Vector Search ⚡ AI Lesson
Lecture 07: Political Economy
MIT OpenCourseWare Intermediate 3mo ago
Lecture 22: Wealth Taxation
RAG & Vector Search
Lecture 22: Wealth Taxation
MIT OpenCourseWare Intermediate 3mo ago
Lecture 06: Cost/Benefit Analysis
RAG & Vector Search
Lecture 06: Cost/Benefit Analysis
MIT OpenCourseWare Intermediate 3mo ago
Lecture 19: Tax Incidence and Tax Efficiency
RAG & Vector Search
Lecture 19: Tax Incidence and Tax Efficiency
MIT OpenCourseWare Intermediate 3mo ago
Lecture 13: Health Care I
RAG & Vector Search
Lecture 13: Health Care I
MIT OpenCourseWare Intermediate 3mo ago
Lecture 21: Taxation and Savings
RAG & Vector Search
Lecture 21: Taxation and Savings
MIT OpenCourseWare Intermediate 3mo ago
Lecture 23: Corporate Taxation
RAG & Vector Search
Lecture 23: Corporate Taxation
MIT OpenCourseWare Intermediate 3mo ago
Lecture 16: Redistribution and Welfare Policy
RAG & Vector Search
Lecture 16: Redistribution and Welfare Policy
MIT OpenCourseWare Intermediate 3mo ago
Lecture 12: Other Social Insurance Programs
RAG & Vector Search
Lecture 12: Other Social Insurance Programs
MIT OpenCourseWare Intermediate 3mo ago
Lecture 09: Public Provision of Private Goods: Education
RAG & Vector Search ⚡ AI Lesson
Lecture 09: Public Provision of Private Goods: Education
MIT OpenCourseWare Intermediate 3mo ago
Lecture 20: Taxation and Labor Supply
RAG & Vector Search
Lecture 20: Taxation and Labor Supply
MIT OpenCourseWare Intermediate 3mo ago
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