Core AI

RAG & Vector Search

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

4,918
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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Retrieval Augmented Generation (RAG) and Vector Databases [Pt 15] | Generative AI for Beginners
RAG & Vector Search
Retrieval Augmented Generation (RAG) and Vector Databases [Pt 15] | Generative AI for Beginners
Microsoft Developer Beginner 2y ago
【DARK SOULS: REMASTERED】 I'm going to regret this.
RAG & Vector Search ⚡ AI Lesson
【DARK SOULS: REMASTERED】 I'm going to regret this.
Ceres Fauna Ch. hololive-EN Beginner 2y ago
【Wario Ware: Smooth Moves】 Hand over your wiimote it's time for Wario Ware!
RAG & Vector Search ⚡ AI Lesson
【Wario Ware: Smooth Moves】 Hand over your wiimote it's time for Wario Ware!
Ceres Fauna Ch. hololive-EN Beginner 2y ago
Don’t Miss This KEY Step for Topical Authority
RAG & Vector Search
Don’t Miss This KEY Step for Topical Authority
Matt Diggity Beginner 2y ago
Fresh Data, Smart Retrieval: Milvus & Jina CLIP Explained // MLOps Mini Summit #7
RAG & Vector Search ⚡ AI Lesson
Fresh Data, Smart Retrieval: Milvus & Jina CLIP Explained // MLOps Mini Summit #7
MLOps.community Beginner 2y ago
Bob van Luijt on LLMs, AGI & Challenges in Enterprise Adoption | Episode 03 Part II
RAG & Vector Search ⚡ AI Lesson
Bob van Luijt on LLMs, AGI & Challenges in Enterprise Adoption | Episode 03 Part II
Data Science Dojo Beginner 2y ago
Learn Mistral AI – JavaScript Tutorial
RAG & Vector Search ⚡ AI Lesson
Learn Mistral AI – JavaScript Tutorial
freeCodeCamp.org Beginner 2y ago
#216 Perplexity & the Future of AI | Denis Yarats, Co-Founder and CTO at Perplexity AI
RAG & Vector Search ⚡ AI Lesson
#216 Perplexity & the Future of AI | Denis Yarats, Co-Founder and CTO at Perplexity AI
DataCamp Beginner 2y ago
PLEASE Learn These Features of Python Functions
RAG & Vector Search ⚡ AI Lesson
PLEASE Learn These Features of Python Functions
Tech With Tim Beginner 2y ago
Vector data in Postgres - how's it different from "normal" data? | POSETTE 2024
RAG & Vector Search
Vector data in Postgres - how's it different from "normal" data? | POSETTE 2024
Microsoft Developer Beginner 2y ago
RAG (Retrieval Augmented Generation) in AI and Memory
RAG & Vector Search ⚡ AI Lesson
RAG (Retrieval Augmented Generation) in AI and Memory
DataCamp Beginner 2y ago
Lecture 2: Strings, Input/Output, and Branching
RAG & Vector Search
Lecture 2: Strings, Input/Output, and Branching
MIT OpenCourseWare Beginner 2y ago
Why are vector databases so FAST?
RAG & Vector Search
Why are vector databases so FAST?
Underfitted Beginner 2y ago
CS50R - Lecture 6 - Testing Programs
RAG & Vector Search
CS50R - Lecture 6 - Testing Programs
CS50 Beginner 2y ago
CS50R - Lecture 1 - Representing Data
RAG & Vector Search
CS50R - Lecture 1 - Representing Data
CS50 Beginner 2y ago
Tips & tricks for using IDX: Enabling Docker
RAG & Vector Search
Tips & tricks for using IDX: Enabling Docker
Google for Developers Beginner 2y ago
Early days of RAG and LlamaIndex - Jerry Liu
RAG & Vector Search ⚡ AI Lesson
Early days of RAG and LlamaIndex - Jerry Liu
Alejandro AO Beginner 2y ago
Deep Dive into Text Splitters in Langchain: Character vs Recursive Character Text Splitter
RAG & Vector Search
Deep Dive into Text Splitters in Langchain: Character vs Recursive Character Text Splitter
TheAILearner Beginner 2y ago
What is RAG? (Retrieval Augmented Generation) | RAG Project Series Part 1
RAG & Vector Search
What is RAG? (Retrieval Augmented Generation) | RAG Project Series Part 1
Analytics Vidhya Beginner 2y ago
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
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
Differentiate Google Cloud storage products
RAG & Vector Search
Differentiate Google Cloud storage products
Google Cloud Beginner 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
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
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
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
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
【Nintendo Switch Sports】 3D kirin is here
RAG & Vector Search
【Nintendo Switch Sports】 3D kirin is here
Ceres Fauna Ch. hololive-EN Beginner 2y ago
From Postgres full text search to Retrieval Augmented Generative search | POSETTE 2024
RAG & Vector Search
From Postgres full text search to Retrieval Augmented Generative search | POSETTE 2024
Microsoft Developer Beginner 2y ago
【DARK SOULS: REMASTERED】 RACE AGAINST @GawrGura Green POV
RAG & Vector Search ⚡ AI Lesson
【DARK SOULS: REMASTERED】 RACE AGAINST @GawrGura Green POV
Ceres Fauna Ch. hololive-EN Beginner 2y ago
【THE WITCHER 3】 Ciris Fauna is here! | #9
RAG & Vector Search ⚡ AI Lesson
【THE WITCHER 3】 Ciris Fauna is here! | #9
Ceres Fauna Ch. hololive-EN Beginner 2y ago
【SHINKANSEN 0】 spot the difference in this haunted train horror game
RAG & Vector Search
【SHINKANSEN 0】 spot the difference in this haunted train horror game
Ceres Fauna Ch. hololive-EN Beginner 2y ago
【DON'T SCREAM】 The horror game that restarts when you scream I'M DOOMED
RAG & Vector Search ⚡ AI Lesson
【DON'T SCREAM】 The horror game that restarts when you scream I'M DOOMED
Ceres Fauna Ch. hololive-EN 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
【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
【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
【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
📚 Continue on Coursera External links · Free to audit
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Créer des embeddings et utiliser la recherche vectorielle et le RAG avec BigQuery
📚 External: Coursera ↗
Self-paced
Créer des embeddings et utiliser la recherche vectorielle et le RAG avec BigQuery
Opens on Coursera ↗
Master ANN Search
📚 External: Coursera ↗
Self-paced
Master ANN Search
Opens on Coursera ↗
Enable Vectorization in Weaviate
📚 External: Coursera ↗
Self-paced
Enable Vectorization in Weaviate
Opens on Coursera ↗
Go Fundamentals: Presented by Gopher Guides
📚 External: Coursera ↗
Self-paced
Go Fundamentals: Presented by Gopher Guides
Opens on Coursera ↗
Validate LLM Embeddings for Production Use
📚 External: Coursera ↗
Self-paced
Validate LLM Embeddings for Production Use
Opens on Coursera ↗
Building Applications with Vector Databases
📚 External: Coursera ↗
Self-paced
Building Applications with Vector Databases
Opens on Coursera ↗