Core AI

RAG & Vector Search

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

5,295
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
Lecture 05: Static Competition and Models of Differentiation, Part 1
RAG & Vector Search
Lecture 05: Static Competition and Models of Differentiation, Part 1
MIT OpenCourseWare Beginner 1y ago
Lecture 26: Online Markets, Part 2
RAG & Vector Search ⚡ AI Lesson
Lecture 26: Online Markets, Part 2
MIT OpenCourseWare Intermediate 1y ago
How to Take Charge of Your Growth | Mel Robbins MOTIVATION in 2 Hours
RAG & Vector Search
How to Take Charge of Your Growth | Mel Robbins MOTIVATION in 2 Hours
Evan Carmichael Beginner 1y ago
Migrate to BigQuery with Google Cloud
RAG & Vector Search
Migrate to BigQuery with Google Cloud
Google Cloud Beginner 1y ago
Introducing Custom Engine agents
RAG & Vector Search ⚡ AI Lesson
Introducing Custom Engine agents
Microsoft 365 Developer Beginner 1y ago
AI Agent to Business Expert: Retrieval Augmented Generation
RAG & Vector Search
AI Agent to Business Expert: Retrieval Augmented Generation
AWS Developers Beginner 1y ago
Dr. Wayne Dyer: Signs Your Life Is Out of Balance and How to Fix It!
RAG & Vector Search
Dr. Wayne Dyer: Signs Your Life Is Out of Balance and How to Fix It!
Evan Carmichael Intermediate 1y ago
How Akumin delivers enhanced patient care with Google Cloud NetApp Volumes
RAG & Vector Search
How Akumin delivers enhanced patient care with Google Cloud NetApp Volumes
Google Cloud Beginner 1y ago
Will Deno 2.0 Replace Node.js?
RAG & Vector Search
Will Deno 2.0 Replace Node.js?
Web Dev Simplified Beginner 1y ago
Course Overview: Driving Product Strategy through Growth and Change
RAG & Vector Search
Course Overview: Driving Product Strategy through Growth and Change
Stanford Online Beginner 1y ago
Contextual RAG is stupidly brilliant!
RAG & Vector Search ⚡ AI Lesson
Contextual RAG is stupidly brilliant!
1littlecoder Beginner 1y ago
【Pikmin 2】 They're calling it the hardest pikmin game ever released | #3
RAG & Vector Search
【Pikmin 2】 They're calling it the hardest pikmin game ever released | #3
Ceres Fauna Ch. hololive-EN Beginner 1y ago
How To Think Like A Developer - Fix This Or Keep Struggling…
RAG & Vector Search ⚡ AI Lesson
How To Think Like A Developer - Fix This Or Keep Struggling…
Tech With Tim Beginner 1y ago
Watch out for this (async) generator cleanup pitfall in Python
RAG & Vector Search ⚡ AI Lesson
Watch out for this (async) generator cleanup pitfall in Python
mCoding Beginner 1y ago
It's for the IMMERSION
RAG & Vector Search ⚡ AI Lesson
It's for the IMMERSION
Ceres Fauna Ch. hololive-EN Beginner 1y ago
089: View transitions
RAG & Vector Search ⚡ AI Lesson
089: View transitions
Chrome for Developers Beginner 1y ago
Edo Liberty, CEO of Pinecone on Vector Databases & Building AI Products Optimized for Love and Trust
RAG & Vector Search
Edo Liberty, CEO of Pinecone on Vector Databases & Building AI Products Optimized for Love and Trust
AssemblyAI Beginner 1y ago
The Future of Multimodal Models in Technology // Markus Stoll // MLOps Podcast #258 clip
RAG & Vector Search
The Future of Multimodal Models in Technology // Markus Stoll // MLOps Podcast #258 clip
MLOps.community Intermediate 1y ago
AI for Business Transformation: The Business of Data
RAG & Vector Search
AI for Business Transformation: The Business of Data
Microsoft Research Beginner 1y ago
THIS is OVERRATED on LinkedIn!!
RAG & Vector Search ⚡ AI Lesson
THIS is OVERRATED on LinkedIn!!
Build You Marketing Intermediate 1y ago
Developing Local AI Copilots with LangChain, NVIDIA NIM, and FAISS | LLM App Development
RAG & Vector Search
Developing Local AI Copilots with LangChain, NVIDIA NIM, and FAISS | LLM App Development
NVIDIA Developer Intermediate 1y ago
Tutorial: Weaviate with Local Embedding and Generation models using KubeAI
RAG & Vector Search
Tutorial: Weaviate with Local Embedding and Generation models using KubeAI
Samos123 Beginner 1y ago
How Can TikTok 🚀 Boost Your Brand's Reach? 🌍
RAG & Vector Search
How Can TikTok 🚀 Boost Your Brand's Reach? 🌍
WPBeginner - WordPress Tutorials Advanced 1y ago
Going beyond RAG: Extended Mind Transformers - Phoebe Klett
RAG & Vector Search ⚡ AI Lesson
Going beyond RAG: Extended Mind Transformers - Phoebe Klett
AI Engineer Intermediate 1y ago
Neon Postgres: Create Serverless RAG Application in 7 Minutes
RAG & Vector Search ⚡ AI Lesson
Neon Postgres: Create Serverless RAG Application in 7 Minutes
Mervin Praison Beginner 1y ago
RAG vs. Fine Tuning
8:57
RAG & Vector Search ⚡ AI Lesson
RAG vs. Fine Tuning
IBM Technology Beginner 1y ago
Master Web3 in 2024 (The Ultimate Roadmap) | Block Chain, Crypto Currency |
RAG & Vector Search
Master Web3 in 2024 (The Ultimate Roadmap) | Block Chain, Crypto Currency |
GeeksforGeeks Beginner 1y ago
5 Ways I Use AI To Automate My Life (as a senior developer)
RAG & Vector Search ⚡ AI Lesson
5 Ways I Use AI To Automate My Life (as a senior developer)
Tech With Tim Beginner 1y ago
Simulate low storage quota with DevTools #DevToolsTips
RAG & Vector Search
Simulate low storage quota with DevTools #DevToolsTips
Chrome for Developers Intermediate 1y ago
Lecture 17: Entry, Part 2
RAG & Vector Search
Lecture 17: Entry, Part 2
MIT OpenCourseWare Intermediate 1y ago
Lecture 01: Monopoly Pricing and Durable Goods, Part 1
RAG & Vector Search ⚡ AI Lesson
Lecture 01: Monopoly Pricing and Durable Goods, Part 1
MIT OpenCourseWare Intermediate 1y ago
Lecture 19: Strategic Investment, Part 2
RAG & Vector Search
Lecture 19: Strategic Investment, Part 2
MIT OpenCourseWare Intermediate 1y ago
Lecture 16: Entry
RAG & Vector Search
Lecture 16: Entry
MIT OpenCourseWare Intermediate 1y ago
Lecture 02: Monopoly Pricing and Durable Goods, Part 2
RAG & Vector Search
Lecture 02: Monopoly Pricing and Durable Goods, Part 2
MIT OpenCourseWare Intermediate 1y ago
Lecture 20: Bounded Rationality, Part 1
RAG & Vector Search
Lecture 20: Bounded Rationality, Part 1
MIT OpenCourseWare Intermediate 1y ago
Unlocking productivity with AI
RAG & Vector Search
Unlocking productivity with AI
Google Cloud Intermediate 1y ago
How to Build a Solid Foundation for Success | Zig Ziglar's Secret
RAG & Vector Search ⚡ AI Lesson
How to Build a Solid Foundation for Success | Zig Ziglar's Secret
Evan Carmichael Intermediate 1y ago
I Guess We Shipping FNAF Characters Now
RAG & Vector Search ⚡ AI Lesson
I Guess We Shipping FNAF Characters Now
Ceres Fauna Ch. hololive-EN Beginner 1y ago
【Pikmin 2】 I promise not to throw any more pikmin into the electric fence | #2
RAG & Vector Search
【Pikmin 2】 I promise not to throw any more pikmin into the electric fence | #2
Ceres Fauna Ch. hololive-EN Beginner 1y ago
【Pikmin 2】 The authentic kindergarten teacher on a field trip experience
RAG & Vector Search
【Pikmin 2】 The authentic kindergarten teacher on a field trip experience
Ceres Fauna Ch. hololive-EN Beginner 1y ago
How to Boost Wellness with Conscious Breathing | Wim Hof's Technique in 22 Minutes
RAG & Vector Search
How to Boost Wellness with Conscious Breathing | Wim Hof's Technique in 22 Minutes
Evan Carmichael Beginner 1y ago
chatting and super catchup!
RAG & Vector Search
chatting and super catchup!
Ceres Fauna Ch. hololive-EN Beginner 1y ago
Brian Tracy: Principles of Self-Discipline Every High Achiever MUST Master!
RAG & Vector Search ⚡ AI Lesson
Brian Tracy: Principles of Self-Discipline Every High Achiever MUST Master!
Evan Carmichael Intermediate 1y ago
WHY IS DARK SOULS SO RUDE
RAG & Vector Search
WHY IS DARK SOULS SO RUDE
Ceres Fauna Ch. hololive-EN Beginner 1y ago
【ENReco FINALE】 FaunaMart is done.
RAG & Vector Search
【ENReco FINALE】 FaunaMart is done.
Ceres Fauna Ch. hololive-EN Beginner 1y ago
【ENReco Day 6】 FaunaMart is for the LIBRARY
RAG & Vector Search
【ENReco Day 6】 FaunaMart is for the LIBRARY
Ceres Fauna Ch. hololive-EN Beginner 1y ago
Wayne Dyer: How the Forces of Light and Dark Actually Work in Our Lives!
RAG & Vector Search
Wayne Dyer: How the Forces of Light and Dark Actually Work in Our Lives!
Evan Carmichael Intermediate 1y ago
【ENReco Day 5】 Here at Faunamart, the customer is al̵̜̕w̵͇̍a̴͙͐y̴̯͛s̸͍͋ ̵̪̿r̴̹͐i̴̞̎g̷̣̒h̶̲͊ť̵̝
RAG & Vector Search
【ENReco Day 5】 Here at Faunamart, the customer is al̵̜̕w̵͇̍a̴͙͐y̴̯͛s̸͍͋ ̵̪̿r̴̹͐i̴̞̎g̷̣̒h̶̲͊ť̵̝
Ceres Fauna Ch. hololive-EN Beginner 1y ago
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