Core AI

RAG & Vector Search

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

4,148
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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Inference Providers: Best Way to Build with Open Source Models
RAG & Vector Search ⚡ AI Lesson
Inference Providers: Best Way to Build with Open Source Models
HuggingFace Beginner 7mo ago
My honest advice to aspiring software engineers
RAG & Vector Search ⚡ AI Lesson
My honest advice to aspiring software engineers
Tech With Tim Beginner 7mo ago
INSTALL BEST NSFW AI ROLEPLAY UI LOCALLY in 1 CLICK!
RAG & Vector Search ⚡ AI Lesson
INSTALL BEST NSFW AI ROLEPLAY UI LOCALLY in 1 CLICK!
Aitrepreneur Beginner 7mo ago
Chunking for RAG! #shorts #youtubeshorts #chunking #aishorts
RAG & Vector Search ⚡ AI Lesson
Chunking for RAG! #shorts #youtubeshorts #chunking #aishorts
AI Anytime Beginner 7mo ago
RAG 101: Build a RAG in Under 5 Minutes
RAG & Vector Search
RAG 101: Build a RAG in Under 5 Minutes
Kiln AI Beginner 7mo ago
How to Get Hired as a Software Engineer (The One Niche Rule)
RAG & Vector Search ⚡ AI Lesson
How to Get Hired as a Software Engineer (The One Niche Rule)
Tech With Tim Beginner 7mo ago
How Retrieval Augmented Generation RAG Fixes AI’s Biggest Flaw!
RAG & Vector Search
How Retrieval Augmented Generation RAG Fixes AI’s Biggest Flaw!
MLOpsNavigator Beginner 7mo ago
How to Build a Simple Search Engine with BM25 & Vespa (Full Tutorial)
RAG & Vector Search ⚡ AI Lesson
How to Build a Simple Search Engine with BM25 & Vespa (Full Tutorial)
Abhishek Thakur Beginner 7mo ago
Armchair Architects: Designing Effective AI Agents
RAG & Vector Search ⚡ AI Lesson
Armchair Architects: Designing Effective AI Agents
Microsoft Developer Beginner 7mo ago
Building Resilient Businesses with Lyn Askin Part 3
RAG & Vector Search
Building Resilient Businesses with Lyn Askin Part 3
Boostability Beginner 7mo ago
Introducing Multilingual Universal-Streaming
RAG & Vector Search
Introducing Multilingual Universal-Streaming
AssemblyAI Beginner 7mo ago
Stop Using RAG Wrong! 4 Proven Indexing Strategies You Need to Know ⚡📚
RAG & Vector Search
Stop Using RAG Wrong! 4 Proven Indexing Strategies You Need to Know ⚡📚
Analytics Vidhya Beginner 7mo ago
How Performance Max Drove 56% YoY Growth for a Baby Snack Brand
RAG & Vector Search
How Performance Max Drove 56% YoY Growth for a Baby Snack Brand
Neil Patel Beginner 7mo ago
Dumb Student To Topper Study Tips #shorts #students #exams #study #topper #learning #ytshorts
RAG & Vector Search ⚡ AI Lesson
Dumb Student To Topper Study Tips #shorts #students #exams #study #topper #learning #ytshorts
WebKnower Beginner 7mo ago
Nexa AI: Create Local AI Chatbot for FREE! (EASY Guide)
RAG & Vector Search
Nexa AI: Create Local AI Chatbot for FREE! (EASY Guide)
Mervin Praison Beginner 7mo ago
4 Expert Tips for Building an Accurate AI Meeting Notetaker
RAG & Vector Search
4 Expert Tips for Building an Accurate AI Meeting Notetaker
AssemblyAI Beginner 7mo ago
RAG or Fine-Tuning? Most People Get This Wrong...
RAG & Vector Search ⚡ AI Lesson
RAG or Fine-Tuning? Most People Get This Wrong...
What's AI by Louis-François Bouchard Beginner 7mo ago
Breaking Heterogeneity Barriers: Unified Cloud-to-Robot AI System SW Stack for... - Yonghua Lin
RAG & Vector Search
Breaking Heterogeneity Barriers: Unified Cloud-to-Robot AI System SW Stack for... - Yonghua Lin
PyTorch Beginner 7mo ago
Lightning Talk: In-Cluster Distributed Checkpointing: Optimizing Training... - G. Kroiz & S. Mishra
RAG & Vector Search ⚡ AI Lesson
Lightning Talk: In-Cluster Distributed Checkpointing: Optimizing Training... - G. Kroiz & S. Mishra
PyTorch Beginner 7mo ago
STOP using RAG for Everything, Do this (ft. Tiger Data)
RAG & Vector Search
STOP using RAG for Everything, Do this (ft. Tiger Data)
1littlecoder Beginner 7mo ago
REFRAG with Xiaoqiang Lin - Weaviate Podcast #130!
RAG & Vector Search
REFRAG with Xiaoqiang Lin - Weaviate Podcast #130!
Weaviate vector database Beginner 7mo ago
Lecture 02: Fundamental Methods of Projection Theory
RAG & Vector Search ⚡ AI Lesson
Lecture 02: Fundamental Methods of Projection Theory
MIT OpenCourseWare Beginner 7mo ago
Lecture 22: Sharp Projection Theorems, Part 1: Introduction and Beck's Theorem.
RAG & Vector Search ⚡ AI Lesson
Lecture 22: Sharp Projection Theorems, Part 1: Introduction and Beck's Theorem.
MIT OpenCourseWare Beginner 7mo ago
AI Assistant for Cyclists: Meet BAIK
RAG & Vector Search
AI Assistant for Cyclists: Meet BAIK
Weaviate vector database Beginner 8mo ago
GenAI for Java Developers 2: Techniques
RAG & Vector Search ⚡ AI Lesson
GenAI for Java Developers 2: Techniques
Microsoft Developer Beginner 8mo ago
New Nemotron Open-Source Models and Datasets | #NVIDIAGTC
RAG & Vector Search ⚡ AI Lesson
New Nemotron Open-Source Models and Datasets | #NVIDIAGTC
NVIDIA Developer Beginner 8mo ago
Build a Custom AI Agent With NVIDIA Nemotron RAG Models
RAG & Vector Search
Build a Custom AI Agent With NVIDIA Nemotron RAG Models
NVIDIA Developer Beginner 8mo ago
How to build your own long-term Agentic Memory System for LLMs | Mem0 from scratch in DSPy
RAG & Vector Search ⚡ AI Lesson
How to build your own long-term Agentic Memory System for LLMs | Mem0 from scratch in DSPy
Neural Breakdown with AVB Beginner 8mo ago
Introducing Universal-Streaming
RAG & Vector Search
Introducing Universal-Streaming
AssemblyAI Beginner 7mo ago
Echo AI Customer Story | AssemblyAI
RAG & Vector Search
Echo AI Customer Story | AssemblyAI
AssemblyAI Beginner 7mo ago
aai fern docs demo
RAG & Vector Search
aai fern docs demo
AssemblyAI Beginner 7mo ago
aai fern docs demo 2
RAG & Vector Search
aai fern docs demo 2
AssemblyAI Beginner 7mo ago
VEED Customer Story | AssemblyAI
RAG & Vector Search
VEED Customer Story | AssemblyAI
AssemblyAI Beginner 7mo ago
Siro Customer Story | AssemblyAI
RAG & Vector Search ⚡ AI Lesson
Siro Customer Story | AssemblyAI
AssemblyAI Beginner 7mo ago
Supernormal Customer Story | AssemblyAI
RAG & Vector Search ⚡ AI Lesson
Supernormal Customer Story | AssemblyAI
AssemblyAI Beginner 7mo ago
Lightning Talk: Model Checkpoint Compression With OpenZL - Nick Terrell & Teja Rao, Meta
RAG & Vector Search
Lightning Talk: Model Checkpoint Compression With OpenZL - Nick Terrell & Teja Rao, Meta
PyTorch Beginner 7mo ago
Lecture 05: The Large Sieve
RAG & Vector Search
Lecture 05: The Large Sieve
MIT OpenCourseWare Beginner 7mo ago
Lecture 20: Homogeneous Dynamics, Part 1
RAG & Vector Search
Lecture 20: Homogeneous Dynamics, Part 1
MIT OpenCourseWare Beginner 7mo ago
Lecture 10: Sum-Product Theory
RAG & Vector Search ⚡ AI Lesson
Lecture 10: Sum-Product Theory
MIT OpenCourseWare Beginner 7mo ago
Lecture 12: The Bourgain-Katz-Tao Projection Theorem
RAG & Vector Search ⚡ AI Lesson
Lecture 12: The Bourgain-Katz-Tao Projection Theorem
MIT OpenCourseWare Beginner 7mo ago
Lecture 17: Random Walks on Finite Groups, Part 1
RAG & Vector Search ⚡ AI Lesson
Lecture 17: Random Walks on Finite Groups, Part 1
MIT OpenCourseWare Beginner 7mo ago
3 Unique Python Features You NEED To Know
RAG & Vector Search ⚡ AI Lesson
3 Unique Python Features You NEED To Know
Tech With Tim Beginner 8mo ago
Session 5-3: Introduction to Design of GENs
RAG & Vector Search ⚡ AI Lesson
Session 5-3: Introduction to Design of GENs
MIT OpenCourseWare Beginner 8mo ago
Session 8-2: Framingham, Massachusetts UTEN Pilot Project Overview
RAG & Vector Search
Session 8-2: Framingham, Massachusetts UTEN Pilot Project Overview
MIT OpenCourseWare Beginner 8mo ago
Session 6-2: Emerging Code & Standards for Ambient Temperature Loops
RAG & Vector Search ⚡ AI Lesson
Session 6-2: Emerging Code & Standards for Ambient Temperature Loops
MIT OpenCourseWare Beginner 8mo ago
Session 8-1: ATL District Systems Overview
RAG & Vector Search
Session 8-1: ATL District Systems Overview
MIT OpenCourseWare Beginner 8mo ago
Session Introduction: Geothermal Energy Networks: Transforming Our Thermal Energy System
RAG & Vector Search ⚡ AI Lesson
Session Introduction: Geothermal Energy Networks: Transforming Our Thermal Energy System
MIT OpenCourseWare Beginner 8mo ago
Session 6-3: Introduction to Drilling Geothermal Boreholes
RAG & Vector Search
Session 6-3: Introduction to Drilling Geothermal Boreholes
MIT OpenCourseWare Beginner 8mo ago
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LangChain Chat with Your Data
📚 External: Coursera ↗
Self-paced
LangChain Chat with Your Data
Opens on Coursera ↗
RAG From Zero
📚 External: Coursera ↗
Self-paced
RAG From Zero
Opens on Coursera ↗
Enable Vectorization in Weaviate
📚 External: Coursera ↗
Self-paced
Enable Vectorization in Weaviate
Opens on Coursera ↗
Query Weaviate Smartly
📚 External: Coursera ↗
Self-paced
Query Weaviate Smartly
Opens on Coursera ↗
Python for OOP - The A to Z OOP Python Programming Course
📚 External: Coursera ↗
Self-paced
Python for OOP - The A to Z OOP Python Programming Course
Opens on Coursera ↗
Crea embeddings, búsqueda de vectores y RAG con BigQuery
📚 External: Coursera ↗
Self-paced
Crea embeddings, búsqueda de vectores y RAG con BigQuery
Opens on Coursera ↗