Core AI

RAG & Vector Search

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

4,911
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
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【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
【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
Simon Sinek's Top 10 Rules for Success
RAG & Vector Search
Simon Sinek's Top 10 Rules for Success
Evan Carmichael Beginner 1y ago
Your Content Plan SUCKS Without THIS…
RAG & Vector Search
Your Content Plan SUCKS Without THIS…
Matt Diggity Beginner 1y ago
Caching demystified: Inspect, clear, and disable caches #DevToolsTips
RAG & Vector Search
Caching demystified: Inspect, clear, and disable caches #DevToolsTips
Chrome for Developers Beginner 1y ago
Knowledge Bases for Amazon Bedrock: Chat with your Document
RAG & Vector Search
Knowledge Bases for Amazon Bedrock: Chat with your Document
AWS Developers Beginner 1y ago
How RAG Turns AI Chatbots Into Something Practical
RAG & Vector Search
How RAG Turns AI Chatbots Into Something Practical
bycloud Beginner 1y ago
6 Steps to Create a Similarity Search Engine with Amazon Bedrock
RAG & Vector Search
6 Steps to Create a Similarity Search Engine with Amazon Bedrock
AWS Developers Beginner 1y ago
Lecture 4: Langmuir Probe
RAG & Vector Search ⚡ AI Lesson
Lecture 4: Langmuir Probe
MIT OpenCourseWare Beginner 1y ago
Lecture 2: Magnetics I
RAG & Vector Search ⚡ AI Lesson
Lecture 2: Magnetics I
MIT OpenCourseWare Beginner 1y ago
What are Word Embeddings?
8:38
RAG & Vector Search ⚡ AI Lesson
What are Word Embeddings?
IBM Technology Beginner 1y ago
10 Python Functions That Will Simplify Your Life
RAG & Vector Search ⚡ AI Lesson
10 Python Functions That Will Simplify Your Life
Tech With Tim Beginner 1y ago
Boost Your RAG Chatbot’s Accuracy with Synthetic Test Data Generation!
RAG & Vector Search ⚡ AI Lesson
Boost Your RAG Chatbot’s Accuracy with Synthetic Test Data Generation!
AI Anytime Beginner 1y ago
Get your dream job through Shark Tank!
RAG & Vector Search
Get your dream job through Shark Tank!
Full Disclosure Beginner 1y ago
Nothing should stop you from getting started with AI and vector databases #pinecone #ai
RAG & Vector Search ⚡ AI Lesson
Nothing should stop you from getting started with AI and vector databases #pinecone #ai
DataCamp Beginner 1y ago
Chunking with Generative Feedback Loops
RAG & Vector Search ⚡ AI Lesson
Chunking with Generative Feedback Loops
Henry AI Labs Beginner 1y ago
Reliable AI at Scale ⚡️ RagaAI @ DataHack Summit 2024
RAG & Vector Search ⚡ AI Lesson
Reliable AI at Scale ⚡️ RagaAI @ DataHack Summit 2024
Analytics Vidhya Beginner 1y ago
RAG Fundamentals and Advanced Techniques – Full Course
RAG & Vector Search ⚡ AI Lesson
RAG Fundamentals and Advanced Techniques – Full Course
freeCodeCamp.org Beginner 1y ago
Generate a report with generative AI | Data Exposed: MVP Edition
RAG & Vector Search
Generate a report with generative AI | Data Exposed: MVP Edition
Microsoft Developer Beginner 1y ago
Introduction to LlamaIndex with Python (2025)
RAG & Vector Search ⚡ AI Lesson
Introduction to LlamaIndex with Python (2025)
Alejandro AO Beginner 1y ago
Translate your voice and hear yourself speaking 30+ languages #coding #ailearning #programming
RAG & Vector Search ⚡ AI Lesson
Translate your voice and hear yourself speaking 30+ languages #coding #ailearning #programming
AssemblyAI Beginner 1y ago
Deploy Cohere Rerank #Multilingual From #AWS Marketplace Onto SageMaker (with Demo) — #generativeai
RAG & Vector Search ⚡ AI Lesson
Deploy Cohere Rerank #Multilingual From #AWS Marketplace Onto SageMaker (with Demo) — #generativeai
Yann Stoneman Beginner 1y ago
AI in Quality Engineering
RAG & Vector Search
AI in Quality Engineering
Crowdbotics Beginner 1y ago
12 Money Making Pivots for your HCU-Hit Website
RAG & Vector Search ⚡ AI Lesson
12 Money Making Pivots for your HCU-Hit Website
Weekend Growth - Jared Bauman Beginner 1y ago
Stop Paying for Microsoft GraphRAG! This Alternative is 10x Cheaper
RAG & Vector Search
Stop Paying for Microsoft GraphRAG! This Alternative is 10x Cheaper
Mervin Praison Beginner 1y ago
Pandora unlocks opportunities for incremental growth with Google AI
RAG & Vector Search
Pandora unlocks opportunities for incremental growth with Google AI
Google Ads Beginner 1y ago
Problem Solving Techniques For Programming - How To Actually Get Good
RAG & Vector Search ⚡ AI Lesson
Problem Solving Techniques For Programming - How To Actually Get Good
Tech With Tim Beginner 1y ago
This kirin is reading superchats!
RAG & Vector Search
This kirin is reading superchats!
Ceres Fauna Ch. hololive-EN Beginner 1y ago
【ENReco Day 3】 FAUNAMART IS OPEN 💰 GET YER LOTTO TICKETS HERE 🎰
RAG & Vector Search
【ENReco Day 3】 FAUNAMART IS OPEN 💰 GET YER LOTTO TICKETS HERE 🎰
Ceres Fauna Ch. hololive-EN Beginner 1y ago
【ENReco Day 2】 Setting up shop
RAG & Vector Search
【ENReco Day 2】 Setting up shop
Ceres Fauna Ch. hololive-EN Beginner 1y ago
【ENReco Day 1】 The holoEN Minecraft RP SMP arc begins...
RAG & Vector Search
【ENReco Day 1】 The holoEN Minecraft RP SMP arc begins...
Ceres Fauna Ch. hololive-EN Beginner 1y ago
I became an idol without knowing how to sing
RAG & Vector Search
I became an idol without knowing how to sing
Ceres Fauna Ch. hololive-EN Beginner 1y ago
fauna (✿◕‿◕)
RAG & Vector Search ⚡ AI Lesson
fauna (✿◕‿◕)
Ceres Fauna Ch. hololive-EN Beginner 1y ago
that shake though 😳 #BreakingDimensions
RAG & Vector Search
that shake though 😳 #BreakingDimensions
Ceres Fauna Ch. hololive-EN Beginner 1y ago
【#Faunaversary2024】 Playing truck sim with a real steering wheel and 3D tracking for my ANNIVERSARY
RAG & Vector Search
【#Faunaversary2024】 Playing truck sim with a real steering wheel and 3D tracking for my ANNIVERSARY
Ceres Fauna Ch. hololive-EN Beginner 1y ago
【FNAF: INTO THE PIT】 New Five Nights at Freddy's?
RAG & Vector Search
【FNAF: INTO THE PIT】 New Five Nights at Freddy's?
Ceres Fauna Ch. hololive-EN Beginner 1y ago
Why Cats are S Tier Creatures
RAG & Vector Search
Why Cats are S Tier Creatures
Ceres Fauna Ch. hololive-EN Beginner 1y ago
Introduction to GIS, Part III: Projection
RAG & Vector Search ⚡ AI Lesson
Introduction to GIS, Part III: Projection
MIT OpenCourseWare Beginner 1y ago
【Sucker for Love: Date to Die For】 The final chapter
RAG & Vector Search
【Sucker for Love: Date to Die For】 The final chapter
Ceres Fauna Ch. hololive-EN Beginner 1y ago
【DARK SOULS: REMASTERED】 Truly the Dark Souls of Dark Souls
RAG & Vector Search
【DARK SOULS: REMASTERED】 Truly the Dark Souls of Dark Souls
Ceres Fauna Ch. hololive-EN Beginner 1y ago
【MINECRAFT】 Did you know there are over 60,000 tree species?
RAG & Vector Search ⚡ AI Lesson
【MINECRAFT】 Did you know there are over 60,000 tree species?
Ceres Fauna Ch. hololive-EN Beginner 1y ago
【Sucker for Love: Date to Die For】 Smooching eldritch horrors has never been so difficult
RAG & Vector Search
【Sucker for Love: Date to Die For】 Smooching eldritch horrors has never been so difficult
Ceres Fauna Ch. hololive-EN Beginner 1y ago
【Pikmin】 this bulborb looks at your red pikmin like this, wyd?
RAG & Vector Search
【Pikmin】 this bulborb looks at your red pikmin like this, wyd?
Ceres Fauna Ch. hololive-EN Beginner 1y ago
【Pikmin】 The Nintendo game that gave me nightmares as a child
RAG & Vector Search
【Pikmin】 The Nintendo game that gave me nightmares as a child
Ceres Fauna Ch. hololive-EN Beginner 1y ago
【Planet Zoo】 I got stung by a wasp so I will now enact my revenge upon all insectkind in planet zoo
RAG & Vector Search
【Planet Zoo】 I got stung by a wasp so I will now enact my revenge upon all insectkind in planet zoo
Ceres Fauna Ch. hololive-EN Beginner 1y ago
【THE WITCHER 3】 MAIN STORY FINALE (FAUNA END) | #15
RAG & Vector Search
【THE WITCHER 3】 MAIN STORY FINALE (FAUNA END) | #15
Ceres Fauna Ch. hololive-EN Beginner 1y ago
The Stream Where Fauna Speedruns Writing and Performing an Original Rap Song
RAG & Vector Search
The Stream Where Fauna Speedruns Writing and Performing an Original Rap Song
Ceres Fauna Ch. hololive-EN Beginner 1y ago
Climate Science, Risk and Solutions: The MIT Climate Primer
RAG & Vector Search
Climate Science, Risk and Solutions: The MIT Climate Primer
MIT OpenCourseWare Beginner 1y ago
📚 Continue on Coursera External links · Free to audit
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Launch Chroma Fast
📚 External: Coursera ↗
Self-paced
Launch Chroma Fast
Opens on Coursera ↗
Optimizing Foundation Models
📚 External: Coursera ↗
Self-paced
Optimizing Foundation Models
Opens on Coursera ↗
Advanced Agentic AI: Production Data Architecture
📚 External: Coursera ↗
Self-paced
Advanced Agentic AI: Production Data Architecture
Opens on Coursera ↗
Advanced RAG Patterns
📚 External: Coursera ↗
Self-paced
Advanced RAG Patterns
Opens on Coursera ↗
VFX with Adobe After Effects from Novice to Expert
📚 External: Coursera ↗
Self-paced
VFX with Adobe After Effects from Novice to Expert
Opens on Coursera ↗
Developing Generative AI Solutions
📚 External: Coursera ↗
Self-paced
Developing Generative AI Solutions
Opens on Coursera ↗