Core AI

RAG & Vector Search

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

5,278
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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Discover the Ultimate Tool for Connecting with Family and Students Worldwide!
RAG & Vector Search ⚡ AI Lesson
Discover the Ultimate Tool for Connecting with Family and Students Worldwide!
Professor Charley T Intermediate 2y ago
Boost Your Business by Mastering Cash Flow and Inventory Management
RAG & Vector Search ⚡ AI Lesson
Boost Your Business by Mastering Cash Flow and Inventory Management
Professor Charley T Intermediate 2y ago
Ollama Python Library Released! How to implement Ollama RAG?
RAG & Vector Search ⚡ AI Lesson
Ollama Python Library Released! How to implement Ollama RAG?
Mervin Praison Intermediate 2y ago
Building a web RAG chatbot: using LangChain, Exa (prev. Metaphor), LangSmith, and Hosted Langserve
RAG & Vector Search
Building a web RAG chatbot: using LangChain, Exa (prev. Metaphor), LangSmith, and Hosted Langserve
LangChain Intermediate 2y ago
Build a Retrieval-Augmented Generation Chatbot in 5 Minutes
RAG & Vector Search ⚡ AI Lesson
Build a Retrieval-Augmented Generation Chatbot in 5 Minutes
NVIDIA Developer Intermediate 2y ago
RAG Has Been Oversimplified // Yujian Tang // MLOps Podcast #206
RAG & Vector Search ⚡ AI Lesson
RAG Has Been Oversimplified // Yujian Tang // MLOps Podcast #206
MLOps.community Intermediate 2y ago
Building a Multimodal RAG App for Medical Applications
RAG & Vector Search ⚡ AI Lesson
Building a Multimodal RAG App for Medical Applications
AI Anytime Intermediate 2y ago
DNA as Data Storage
RAG & Vector Search ⚡ AI Lesson
DNA as Data Storage
a16z Intermediate 2y ago
FIRST Look at Pinecone Serverless!
RAG & Vector Search ⚡ AI Lesson
FIRST Look at Pinecone Serverless!
James Briggs Intermediate 2y ago
Everyone Is Creating AI Content, But Very Few People Are Reading It
RAG & Vector Search
Everyone Is Creating AI Content, But Very Few People Are Reading It
Neil Patel Intermediate 2y ago
Build and Deploy a RAG app with Pinecone Serverless
RAG & Vector Search
Build and Deploy a RAG app with Pinecone Serverless
LangChain Intermediate 2y ago
New course with LangChain: Build LLM Apps with LangChain.js
RAG & Vector Search
New course with LangChain: Build LLM Apps with LangChain.js
DeepLearningAI Intermediate 2y ago
New Data: Here’s What Kind Of Content Will Perform The Best On Social Media In 2024
RAG & Vector Search
New Data: Here’s What Kind Of Content Will Perform The Best On Social Media In 2024
Neil Patel Intermediate 2y ago
How long does the typical web design project take?
RAG & Vector Search
How long does the typical web design project take?
Flux Academy Intermediate 2y ago
Unveiling the Power of Root Pages in SEO for Explosive Growth!
RAG & Vector Search
Unveiling the Power of Root Pages in SEO for Explosive Growth!
Koray Tuğberk GÜBÜR Intermediate 2y ago
Full Stack React Developer Course with Appwrite
RAG & Vector Search ⚡ AI Lesson
Full Stack React Developer Course with Appwrite
freeCodeCamp.org Intermediate 2y ago
How to Overcome Fear When Starting Your Own Business
RAG & Vector Search
How to Overcome Fear When Starting Your Own Business
Evan Carmichael Intermediate 2y ago
Are Vector DBs the Future Data Platform for AI? with Ed Anuff - 664
RAG & Vector Search
Are Vector DBs the Future Data Platform for AI? with Ed Anuff - 664
The TWIML AI Podcast with Sam Charrington Intermediate 2y ago
What Was Your First Computer Game? (Soundcheck Question 2023) - Computerphile
RAG & Vector Search ⚡ AI Lesson
What Was Your First Computer Game? (Soundcheck Question 2023) - Computerphile
Computerphile Intermediate 2y ago
Unlock Semantic SEO Success: Embrace NLP Concepts for Higher Rankings!
RAG & Vector Search
Unlock Semantic SEO Success: Embrace NLP Concepts for Higher Rankings!
Koray Tuğberk GÜBÜR Intermediate 2y ago
Building Chatbots with OpenAI and Pinecone | Become an AI Developer
RAG & Vector Search ⚡ AI Lesson
Building Chatbots with OpenAI and Pinecone | Become an AI Developer
DataCamp Intermediate 2y ago
Maker Spotlight: Using Co.Chat with RAG in Cosona App
RAG & Vector Search ⚡ AI Lesson
Maker Spotlight: Using Co.Chat with RAG in Cosona App
Cohere Intermediate 2y ago
W2 5 Retrieval Augmented Generation RAG
RAG & Vector Search
W2 5 Retrieval Augmented Generation RAG
AI Thought Intermediate 2y ago
Decoding RAG: Algorithms That Power Vector Databases
RAG & Vector Search ⚡ AI Lesson
Decoding RAG: Algorithms That Power Vector Databases
AI Anytime Intermediate 2y ago
Mastering Embedding Stores & Vector Databases in LLM Apps with Anton Troynikov: Chapter 15
RAG & Vector Search
Mastering Embedding Stores & Vector Databases in LLM Apps with Anton Troynikov: Chapter 15
Weights & Biases Intermediate 2y ago
A deep dive into Retrieval-Augmented Generation with Llamaindex
RAG & Vector Search
A deep dive into Retrieval-Augmented Generation with Llamaindex
LlamaIndex Intermediate 2y ago
How does Embed v3 measure document content quality? #embedding #largelanguagemodels #cohere
RAG & Vector Search
How does Embed v3 measure document content quality? #embedding #largelanguagemodels #cohere
Cohere Intermediate 2y ago
Foundation models powering relevancy and ranking in retail search
RAG & Vector Search
Foundation models powering relevancy and ranking in retail search
Google Cloud Intermediate 2y ago
Accelerate your journey to the cloud with RISE with SAP on Google Cloud
RAG & Vector Search
Accelerate your journey to the cloud with RISE with SAP on Google Cloud
Google Cloud Intermediate 2y ago
Empowering Media Buyers with Value and Recognition
RAG & Vector Search ⚡ AI Lesson
Empowering Media Buyers with Value and Recognition
Professor Charley T Intermediate 2y ago
Unlocking Aspiration... Bringing Your Dreams to Your Doorstep
RAG & Vector Search
Unlocking Aspiration... Bringing Your Dreams to Your Doorstep
Professor Charley T Intermediate 2y ago
Boost Your Business... Run it on Four Powerful Rules!
RAG & Vector Search
Boost Your Business... Run it on Four Powerful Rules!
Professor Charley T Intermediate 2y ago
Empowering Media Buyers with Value and Recognition
RAG & Vector Search
Empowering Media Buyers with Value and Recognition
Professor Charley T Intermediate 2y ago
The Impact of Vested Interest and Creative Success on Money Management
RAG & Vector Search ⚡ AI Lesson
The Impact of Vested Interest and Creative Success on Money Management
Professor Charley T Intermediate 2y ago
Boost Your Business... Run it on Four Powerful Rules!
RAG & Vector Search ⚡ AI Lesson
Boost Your Business... Run it on Four Powerful Rules!
Professor Charley T Intermediate 2y ago
Mastering Ad Campaign Structure Pros and Cons for Maximum Impact
RAG & Vector Search ⚡ AI Lesson
Mastering Ad Campaign Structure Pros and Cons for Maximum Impact
Professor Charley T Intermediate 2y ago
The Key to Selling Subscription Products... Own the Delivery System!
RAG & Vector Search ⚡ AI Lesson
The Key to Selling Subscription Products... Own the Delivery System!
Professor Charley T Intermediate 2y ago
Unleashing Business Growth_ Automate Investment for Profitable Advertising
RAG & Vector Search ⚡ AI Lesson
Unleashing Business Growth_ Automate Investment for Profitable Advertising
Professor Charley T Intermediate 2y ago
The Key to Selling Subscription Products... Own the Delivery System!
RAG & Vector Search ⚡ AI Lesson
The Key to Selling Subscription Products... Own the Delivery System!
Professor Charley T Intermediate 2y ago
Unleashing Unlimited Growth_ Targeting New Customers to Scale Our Campaigns
RAG & Vector Search
Unleashing Unlimited Growth_ Targeting New Customers to Scale Our Campaigns
Professor Charley T Intermediate 2y ago
Unveiling the Simplicity and Secret Behind Making Tons of Money in 2024!
RAG & Vector Search
Unveiling the Simplicity and Secret Behind Making Tons of Money in 2024!
Professor Charley T Intermediate 2y ago
Unlocking Advertising Success_ Creating Localized Audiences for Maximum Impact
RAG & Vector Search ⚡ AI Lesson
Unlocking Advertising Success_ Creating Localized Audiences for Maximum Impact
Professor Charley T Intermediate 2y ago
Unlocking the True Power of Data Analysis... Shattering Common Misconceptions
RAG & Vector Search
Unlocking the True Power of Data Analysis... Shattering Common Misconceptions
Professor Charley T Intermediate 2y ago
Unlocking Advertising Success_ Creating Localized Audiences for Maximum Impact
RAG & Vector Search ⚡ AI Lesson
Unlocking Advertising Success_ Creating Localized Audiences for Maximum Impact
Professor Charley T Intermediate 2y ago
Why Optimize Ads_ The Secrets of Dynamic Creative Revealed!
RAG & Vector Search
Why Optimize Ads_ The Secrets of Dynamic Creative Revealed!
Professor Charley T Intermediate 2y ago
Unlocking the True Power of Data Analysis... Shattering Common Misconceptions
RAG & Vector Search
Unlocking the True Power of Data Analysis... Shattering Common Misconceptions
Professor Charley T Intermediate 2y ago
Benchmarking Methods for Semi-Structured RAG
RAG & Vector Search
Benchmarking Methods for Semi-Structured RAG
LangChain Intermediate 2y ago
What’s new with Embed v3? #cohere #largelanguagemodels #embedding #retrieval
RAG & Vector Search
What’s new with Embed v3? #cohere #largelanguagemodels #embedding #retrieval
Cohere Intermediate 2y ago
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