Core AI

RAG & Vector Search

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

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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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What is Semantic Searching? (NLP Concepts)
RAG & Vector Search ⚡ AI Lesson
What is Semantic Searching? (NLP Concepts)
Python Tutorials for Digital Humanities Beginner 2y ago
Bob van Luijt on Secrets Behind Building A Multi-Million Business | Episode 03 Part I
RAG & Vector Search ⚡ AI Lesson
Bob van Luijt on Secrets Behind Building A Multi-Million Business | Episode 03 Part I
Data Science Dojo Intermediate 2y ago
Groq Whisper: How to Create Podcast Chat Application?
RAG & Vector Search ⚡ AI Lesson
Groq Whisper: How to Create Podcast Chat Application?
Mervin Praison Beginner 2y ago
What is RAG ? #codebasics #data #datascience #ai #dataanalyst
RAG & Vector Search
What is RAG ? #codebasics #data #datascience #ai #dataanalyst
codebasics Beginner 2y ago
This Is What The 1% Do! | Steve Jobs
RAG & Vector Search
This Is What The 1% Do! | Steve Jobs
Evan Carmichael Beginner 2y ago
【THE WITCHER 3】 0% violence, 0% drinking, 0% gwent, 100% gerald | #8
RAG & Vector Search
【THE WITCHER 3】 0% violence, 0% drinking, 0% gwent, 100% gerald | #8
Ceres Fauna Ch. hololive-EN Beginner 2y ago
Differentiate Google Cloud storage products
RAG & Vector Search
Differentiate Google Cloud storage products
Google Cloud Beginner 2y ago
Advanced RAG with Azure AI Search - top questions answered | BRK100
RAG & Vector Search
Advanced RAG with Azure AI Search - top questions answered | BRK100
Microsoft Developer Intermediate 2y ago
【PROMISE HALF ANNIVERSARY】 Forcing #holoPromise to play in my dungeon + ANNOUNCEMENTS & REVEALS
RAG & Vector Search ⚡ AI Lesson
【PROMISE HALF ANNIVERSARY】 Forcing #holoPromise to play in my dungeon + ANNOUNCEMENTS & REVEALS
Ceres Fauna Ch. hololive-EN Beginner 2y ago
Go-Go Gadget Cyber: Extending LLMs
RAG & Vector Search ⚡ AI Lesson
Go-Go Gadget Cyber: Extending LLMs
SANS Institute Advanced 2y ago
Transcribe Your Ideas like Kevin Hart #coding #machinelearning #speechrecognition
RAG & Vector Search
Transcribe Your Ideas like Kevin Hart #coding #machinelearning #speechrecognition
AssemblyAI Beginner 2y ago
Advanced RAG with Self-Correction | LangGraph | No Hallucination | Agents | LangChain | GROQ | AI
RAG & Vector Search
Advanced RAG with Self-Correction | LangGraph | No Hallucination | Agents | LangChain | GROQ | AI
Eduardo Vasquez Beginner 2y ago
The Intersection of Graphs and Large Language Models // Anthony Alcaraz // AI in Production
RAG & Vector Search ⚡ AI Lesson
The Intersection of Graphs and Large Language Models // Anthony Alcaraz // AI in Production
MLOps.community Intermediate 2y ago
Build your own advanced AI solutions on Azure Databricks | OD541
RAG & Vector Search
Build your own advanced AI solutions on Azure Databricks | OD541
Microsoft Developer Intermediate 2y ago
I Removed Tons of Ads and Earnings Did WHAT?!
RAG & Vector Search
I Removed Tons of Ads and Earnings Did WHAT?!
Income School Intermediate 2y ago
How to Turn Challenges into Opportunities | Mindset and Business Mastery in 61 Minutes
RAG & Vector Search ⚡ AI Lesson
How to Turn Challenges into Opportunities | Mindset and Business Mastery in 61 Minutes
Evan Carmichael Intermediate 2y ago
A day in the life of an engineer!
RAG & Vector Search ⚡ AI Lesson
A day in the life of an engineer!
Google Cloud Tech Beginner 2y ago
What "Follow Your Dreams" Misses | Harvey Mudd Commencement Speech 2024
RAG & Vector Search
What "Follow Your Dreams" Misses | Harvey Mudd Commencement Speech 2024
3Blue1Brown Beginner 2y ago
Demo: Private RAG with local Mistral 7b LLM and Weaviate on K8s
RAG & Vector Search
Demo: Private RAG with local Mistral 7b LLM and Weaviate on K8s
Samos123 Intermediate 2y ago
Retrieval Augmented Generation // Syed Asad // MLOps Podcast #233
RAG & Vector Search ⚡ AI Lesson
Retrieval Augmented Generation // Syed Asad // MLOps Podcast #233
MLOps.community Intermediate 2y ago
Getting Started with On-Device AI: RAG using ObjectBox Vector Database and LangChain
RAG & Vector Search
Getting Started with On-Device AI: RAG using ObjectBox Vector Database and LangChain
Krish Naik Beginner 2y ago
Rank and Rent in Just Weeks 😲 Stop Watching and Start Doing! #shorts
RAG & Vector Search
Rank and Rent in Just Weeks 😲 Stop Watching and Start Doing! #shorts
Jacky Chou from Indexsy Beginner 2y ago
What you need to know about Startup and Shutdown Events in FastAPI and ASGI Applications
RAG & Vector Search ⚡ AI Lesson
What you need to know about Startup and Shutdown Events in FastAPI and ASGI Applications
mCoding Beginner 2y ago
Lecture 1: Introduction to Thermodynamics
RAG & Vector Search
Lecture 1: Introduction to Thermodynamics
MIT OpenCourseWare Beginner 2y ago
Lecture 4: Heat Engines and Energy Conversion Efficiency
RAG & Vector Search
Lecture 4: Heat Engines and Energy Conversion Efficiency
MIT OpenCourseWare Intermediate 2y ago
AI-Powered Website Form Automation: No Coding Required
RAG & Vector Search ⚡ AI Lesson
AI-Powered Website Form Automation: No Coding Required
Mervin Praison Beginner 2y ago
New course with Weaviate: Building Multimodal Search and RAG
RAG & Vector Search
New course with Weaviate: Building Multimodal Search and RAG
DeepLearningAI Intermediate 2y ago
How to Build ML Solutions (w/ Python Code Walkthrough)
RAG & Vector Search ⚡ AI Lesson
How to Build ML Solutions (w/ Python Code Walkthrough)
Shaw Talebi Intermediate 2y ago
Cloud Run Jobs overrides
RAG & Vector Search
Cloud Run Jobs overrides
Google Cloud Tech Beginner 2y ago
Postgres is Now a Vector Database, Too
RAG & Vector Search ⚡ AI Lesson
Postgres is Now a Vector Database, Too
The New Stack Beginner 2y ago
RAG (evaluate intermediate steps) | LangSmith Evaluations - Part 16
RAG & Vector Search
RAG (evaluate intermediate steps) | LangSmith Evaluations - Part 16
LangChain Beginner 2y ago
What is an embedding adapter?
RAG & Vector Search ⚡ AI Lesson
What is an embedding adapter?
What's AI by Louis-François Bouchard Beginner 2y ago
High Performance (Realtime) RAG Chains: From Basic to Advanced
RAG & Vector Search
High Performance (Realtime) RAG Chains: From Basic to Advanced
Rabbitmetrics Beginner 2y ago
How He Makes $1M/Year Without Going Viral (Genius Strategy)
RAG & Vector Search ⚡ AI Lesson
How He Makes $1M/Year Without Going Viral (Genius Strategy)
Wes McDowell Beginner 2y ago
Async application classes vs. functions
RAG & Vector Search ⚡ AI Lesson
Async application classes vs. functions
mCoding Intermediate 2y ago
Semantic Chunking for RAG
RAG & Vector Search ⚡ AI Lesson
Semantic Chunking for RAG
James Briggs Beginner 2y ago
【The Game of Sisyphus】 Let's see what this is all about
RAG & Vector Search
【The Game of Sisyphus】 Let's see what this is all about
Ceres Fauna Ch. hololive-EN Beginner 2y ago
The keys to success with Generative AI and Vector Databases | ODFP628
RAG & Vector Search
The keys to success with Generative AI and Vector Databases | ODFP628
Microsoft Developer Intermediate 2y ago
Lecture 9: Case Studies - Specific Heats and Phase Transformations
RAG & Vector Search
Lecture 9: Case Studies - Specific Heats and Phase Transformations
MIT OpenCourseWare Intermediate 2y ago
Lecture 23: Building Binary Phase Diagrams, Part I
RAG & Vector Search ⚡ AI Lesson
Lecture 23: Building Binary Phase Diagrams, Part I
MIT OpenCourseWare Intermediate 2y ago
Lecture 24: Building Binary Phase Diagrams, Part II
RAG & Vector Search
Lecture 24: Building Binary Phase Diagrams, Part II
MIT OpenCourseWare Intermediate 2y ago
Lecture 25: Building Binary Phase Diagrams, Part III
RAG & Vector Search ⚡ AI Lesson
Lecture 25: Building Binary Phase Diagrams, Part III
MIT OpenCourseWare Intermediate 2y ago
Lecture 31: Reacting Multi-phase Systems
RAG & Vector Search ⚡ AI Lesson
Lecture 31: Reacting Multi-phase Systems
MIT OpenCourseWare Intermediate 2y ago
【Balatro】 Finally some gambling I can really get behind
RAG & Vector Search ⚡ AI Lesson
【Balatro】 Finally some gambling I can really get behind
Ceres Fauna Ch. hololive-EN Beginner 2y ago
【MINECRAFT】 My desert. My Minecraft. My dune.
RAG & Vector Search
【MINECRAFT】 My desert. My Minecraft. My dune.
Ceres Fauna Ch. hololive-EN Beginner 2y ago
What is Retrieval Augmented Generation (RAG) and how does Azure AI Search unlock RAG?
RAG & Vector Search
What is Retrieval Augmented Generation (RAG) and how does Azure AI Search unlock RAG?
Microsoft Developer Beginner 2y ago
RAGAS: How to Evaluate a RAG Application Like a Pro for Beginners
RAG & Vector Search ⚡ AI Lesson
RAGAS: How to Evaluate a RAG Application Like a Pro for Beginners
Mervin Praison Beginner 2y ago
【Manor Lords】 Fauna builds the medieval city of your nightmares
RAG & Vector Search ⚡ AI Lesson
【Manor Lords】 Fauna builds the medieval city of your nightmares
Ceres Fauna Ch. hololive-EN Beginner 2y ago
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Vector Databases Deep Dive
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Vector Databases Deep Dive
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Java Programming: Build a Recommendation System
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Java Programming: Build a Recommendation System
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AI Enhancement with Knowledge Graphs - Mastering RAG Systems
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AI Enhancement with Knowledge Graphs - Mastering RAG Systems
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Retrieval Optimization: Tokenization to Vector Quantization
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Retrieval Optimization: Tokenization to Vector Quantization
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Solidity for Beginners: Write and Test Smart Contracts
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Self-paced
Solidity for Beginners: Write and Test Smart Contracts
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Vector Search with Relational Databases using PostgreSQL
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Self-paced
Vector Search with Relational Databases using PostgreSQL
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