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
Lecture 04: Externalities in Practice II
RAG & Vector Search ⚡ AI Lesson
Lecture 04: Externalities in Practice II
MIT OpenCourseWare Intermediate 4mo ago
Lecture 15: Health Care III, Redistribution
RAG & Vector Search
Lecture 15: Health Care III, Redistribution
MIT OpenCourseWare Intermediate 4mo 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 4mo 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 5mo 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 5mo 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 5mo ago
Vector Databases Explained: Design Choices and Trade-Offs
RAG & Vector Search
Vector Databases Explained: Design Choices and Trade-Offs
Ready Tensor Intermediate 5mo ago
RAG was just the beginning
RAG & Vector Search ⚡ AI Lesson
RAG was just the beginning
MLOps.community Intermediate 5mo 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 5mo 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 5mo ago
Build your own RAG without code
RAG & Vector Search ⚡ AI Lesson
Build your own RAG without code
Abhishek Thakur Intermediate 5mo ago
Emil Eifrem on Neo4j, Graph Databases, Connected Data & Graph-Native AI | Ep 08
RAG & Vector Search
Emil Eifrem on Neo4j, Graph Databases, Connected Data & Graph-Native AI | Ep 08
Data Science Dojo Intermediate 5mo 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 5mo 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 5mo ago
Qwen3 Multimodal Embeddings: Finally, RAG That Sees
RAG & Vector Search ⚡ AI Lesson
Qwen3 Multimodal Embeddings: Finally, RAG That Sees
Sam Witteveen Intermediate 5mo ago
Vector Search Tutorial | Hands-On Challenge Day 7/12
RAG & Vector Search ⚡ AI Lesson
Vector Search Tutorial | Hands-On Challenge Day 7/12
Databricks Intermediate 5mo ago
Embeddings and features for a better system
RAG & Vector Search ⚡ AI Lesson
Embeddings and features for a better system
MLOps.community Intermediate 5mo ago
A new course on Retrieval Augmented Generation (RAG) is live!
RAG & Vector Search
A new course on Retrieval Augmented Generation (RAG) is live!
DeepLearningAI Intermediate 5mo ago
Building AI Data Pipelines at Scale 🤖📊🔧🚀
RAG & Vector Search
Building AI Data Pipelines at Scale 🤖📊🔧🚀
Matillion Intermediate 5mo ago
Warner Bros. Rejects Latest Paramount Bid
RAG & Vector Search ⚡ AI Lesson
Warner Bros. Rejects Latest Paramount Bid
Bloomberg Technology Intermediate 5mo ago
What Does It Take to Beat Nvidia?
RAG & Vector Search
What Does It Take to Beat Nvidia?
No Priors: AI, Machine Learning, Tech, & Startups Intermediate 5mo ago
Lenovo CTO on AI Product Rollout, Vision
RAG & Vector Search
Lenovo CTO on AI Product Rollout, Vision
Bloomberg Technology Intermediate 5mo ago
Deploy a Databricks workspace in 3 clicks
RAG & Vector Search ⚡ AI Lesson
Deploy a Databricks workspace in 3 clicks
Databricks Intermediate 5mo ago
Project Submission Walkthrough: How to Submit Your RAG Assistant
RAG & Vector Search
Project Submission Walkthrough: How to Submit Your RAG Assistant
Ready Tensor Intermediate 6mo ago
10 things no one tells you about growing a business to $1 million a year.
RAG & Vector Search
10 things no one tells you about growing a business to $1 million a year.
Michael Tandarich Intermediate 6mo ago
5 Advanced AI Projects to Get Job-Ready in 2026
RAG & Vector Search
5 Advanced AI Projects to Get Job-Ready in 2026
Analytics Vidhya Intermediate 6mo ago
17. Embedding Databases Compared: Chroma, Qdrant, Milvus, Pinecone & FAISS | In Hindi
RAG & Vector Search
17. Embedding Databases Compared: Chroma, Qdrant, Milvus, Pinecone & FAISS | In Hindi
AI SayI Intermediate 6mo ago
IIM Bangalore Is Offering Free Courses (No Exam)
RAG & Vector Search
IIM Bangalore Is Offering Free Courses (No Exam)
Full Disclosure Intermediate 6mo ago
How to Free Your Mind and Stop Being Programmed | Earl Nightingale's Insight in 14 Minutes
RAG & Vector Search
How to Free Your Mind and Stop Being Programmed | Earl Nightingale's Insight in 14 Minutes
Evan Carmichael Intermediate 6mo ago
How Tennessee led the charge for statewide free college tuition programs #shorts
RAG & Vector Search
How Tennessee led the charge for statewide free college tuition programs #shorts
Vox Intermediate 6mo ago
From Skill to Culture: Embedding Coaching Across the Organization
RAG & Vector Search
From Skill to Culture: Embedding Coaching Across the Organization
Bluepoint Leadership Development Intermediate 6mo ago
Flumberico Finals Help Flumberico.io Win $1,000 for Charity
RAG & Vector Search ⚡ AI Lesson
Flumberico Finals Help Flumberico.io Win $1,000 for Charity
Chris M. Walker Intermediate 6mo ago
Mistral AI ecosystem for Japanese builders and enterprises
RAG & Vector Search ⚡ AI Lesson
Mistral AI ecosystem for Japanese builders and enterprises
Weights & Biases Intermediate 6mo ago
Metaview Customer Story | AssemblyAI
RAG & Vector Search
Metaview Customer Story | AssemblyAI
AssemblyAI Intermediate 6mo ago
Lecture 11: Social Security
RAG & Vector Search ⚡ AI Lesson
Lecture 11: Social Security
MIT OpenCourseWare Intermediate 4mo ago
Lecture 19: Tax Incidence and Tax Efficiency
RAG & Vector Search
Lecture 19: Tax Incidence and Tax Efficiency
MIT OpenCourseWare Intermediate 4mo ago
Lecture 16: Redistribution and Welfare Policy
RAG & Vector Search
Lecture 16: Redistribution and Welfare Policy
MIT OpenCourseWare Intermediate 4mo ago
Lecture 12: Other Social Insurance Programs
RAG & Vector Search
Lecture 12: Other Social Insurance Programs
MIT OpenCourseWare Intermediate 4mo 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 4mo ago
Getting creative with embeddings
RAG & Vector Search ⚡ AI Lesson
Getting creative with embeddings
MLOps.community Intermediate 5mo ago
The Outlook for AI Regulation in 2026
RAG & Vector Search
The Outlook for AI Regulation in 2026
Bloomberg Technology Intermediate 5mo ago
#RAG is over simplified #podcast
RAG & Vector Search
#RAG is over simplified #podcast
MLOps.community Intermediate 6mo ago
Lecture 6: More on Generating Functions
RAG & Vector Search
Lecture 6: More on Generating Functions
MIT OpenCourseWare Intermediate 6mo ago
Lecture 1: Pigeonhole Principle
RAG & Vector Search ⚡ AI Lesson
Lecture 1: Pigeonhole Principle
MIT OpenCourseWare Intermediate 6mo ago
Big Updates to Redis: Context Engine, Tools, and Memory
RAG & Vector Search
Big Updates to Redis: Context Engine, Tools, and Memory
MLOps.community Intermediate 6mo ago
Giving agents vector embeddings #podcast #artificialintelligence
RAG & Vector Search
Giving agents vector embeddings #podcast #artificialintelligence
MLOps.community Intermediate 6mo ago
Build Advanced RAG | Self Healing RAG | HyDE | CRAG | Query Decomposition in RAG | ReRanker in RAG
RAG & Vector Search ⚡ AI Lesson
Build Advanced RAG | Self Healing RAG | HyDE | CRAG | Query Decomposition in RAG | ReRanker in RAG
AI Anytime Intermediate 6mo ago
Pro Googlers
RAG & Vector Search ⚡ AI Lesson
Pro Googlers
MLOps.community Intermediate 6mo ago
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Building Applications with Vector Databases
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Embed Everything
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Getting Started with Vector Databases and AI Embeddings
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Embedding Models: From Architecture to Implementation
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Vector Database Projects: AI Recommendation Systems
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Python for OOP - The A to Z OOP Python Programming Course
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