Core AI

RAG & Vector Search

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

4,922
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
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
DNA as Data Storage
RAG & Vector Search ⚡ AI Lesson
DNA as Data Storage
a16z Intermediate 2y ago
5 Reasons When to Use OpenAI Assistants API ✅
RAG & Vector Search
5 Reasons When to Use OpenAI Assistants API ✅
AI Strategy and Coding Intermediate 2y ago
FIRST Look at Pinecone Serverless!
RAG & Vector Search ⚡ AI Lesson
FIRST Look at Pinecone Serverless!
James Briggs 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
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
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
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
Benchmarking Methods for Semi-Structured RAG
RAG & Vector Search
Benchmarking Methods for Semi-Structured RAG
LangChain Intermediate 2y ago
Prestressed Concrete: Enhancing Strength with Pre-Compression
RAG & Vector Search
Prestressed Concrete: Enhancing Strength with Pre-Compression
Civilex 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
From Passion-Driven to Data-Driven - Unveiling Entrepreneurial Growth with Mark Drager!
RAG & Vector Search
From Passion-Driven to Data-Driven - Unveiling Entrepreneurial Growth with Mark Drager!
Evan Carmichael Intermediate 2y ago
Multi-modal Retrieval Augmented Generation with LlamaIndex
RAG & Vector Search ⚡ AI Lesson
Multi-modal Retrieval Augmented Generation with LlamaIndex
LlamaIndex Intermediate 2y ago
Building-Integrated Photovoltaics (BIPV) Shaping Sustainable Cities
RAG & Vector Search
Building-Integrated Photovoltaics (BIPV) Shaping Sustainable Cities
Civilex Intermediate 2y ago
Investment Banker RAG Chatbot using Intel's Neural Chat LLM
RAG & Vector Search ⚡ AI Lesson
Investment Banker RAG Chatbot using Intel's Neural Chat LLM
AI Anytime Intermediate 2y ago
Cookies expiration limit updated - New in Chrome 119
RAG & Vector Search ⚡ AI Lesson
Cookies expiration limit updated - New in Chrome 119
Chrome for Developers Intermediate 2y ago
The Data Democratization Stack (with Lilac Schoenbeck, VP of Strategic INIT at Rocket Software)
RAG & Vector Search ⚡ AI Lesson
The Data Democratization Stack (with Lilac Schoenbeck, VP of Strategic INIT at Rocket Software)
DataCamp Intermediate 2y ago
Retrieval Augmented Generation in the Wild: Anton Troynikov
RAG & Vector Search ⚡ AI Lesson
Retrieval Augmented Generation in the Wild: Anton Troynikov
AI Engineer Intermediate 2y ago
Building Multi-Modal Search with Vector Databases
RAG & Vector Search
Building Multi-Modal Search with Vector Databases
DeepLearningAI Intermediate 2y ago
OpenAI's new ASSISTANTS API: How To Create GPTs
RAG & Vector Search ⚡ AI Lesson
OpenAI's new ASSISTANTS API: How To Create GPTs
Discover AI Intermediate 2y ago
Vue 3 & Composition API - Full Project
RAG & Vector Search ⚡ AI Lesson
Vue 3 & Composition API - Full Project
Traversy Media Intermediate 2y ago
Supabase Vector: The Postgres Vector database: Paul Copplestone
RAG & Vector Search
Supabase Vector: The Postgres Vector database: Paul Copplestone
AI Engineer Intermediate 2y ago
False Starts and Dead Ends: Building a Retrieval Augmented Generation System // Wes Ladd // LLMs III
RAG & Vector Search
False Starts and Dead Ends: Building a Retrieval Augmented Generation System // Wes Ladd // LLMs III
MLOps.community Intermediate 2y ago
Amazon Bedrock Technical Updates
RAG & Vector Search
Amazon Bedrock Technical Updates
My experiences on the IT "Battlefield" Intermediate 2y ago
New in Chrome 119: cookies expiration limit updated, CSS updates, & fenced frames improvements!
RAG & Vector Search ⚡ AI Lesson
New in Chrome 119: cookies expiration limit updated, CSS updates, & fenced frames improvements!
Chrome for Developers Intermediate 2y ago
Unlocking Real-World LLM Use Cases // Hamsa Buvaraghan // LLMs in Prod Con Part III Lightning Talk 5
RAG & Vector Search
Unlocking Real-World LLM Use Cases // Hamsa Buvaraghan // LLMs in Prod Con Part III Lightning Talk 5
MLOps.community Intermediate 2y ago
Lecture 22: Free Energy-Composition Diagrams, General Case
RAG & Vector Search
Lecture 22: Free Energy-Composition Diagrams, General Case
MIT OpenCourseWare Intermediate 2y ago
Supplemental Video: The Lever Rule
RAG & Vector Search
Supplemental Video: The Lever Rule
MIT OpenCourseWare 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
LlamaIndex Webinar: PrivateGPT - Production RAG with Local Models
RAG & Vector Search
LlamaIndex Webinar: PrivateGPT - Production RAG with Local Models
LlamaIndex Intermediate 2y ago
Jay Alammar reporting from ODSC! #cohere #retrieval #rag #largelanguagemodels
RAG & Vector Search ⚡ AI Lesson
Jay Alammar reporting from ODSC! #cohere #retrieval #rag #largelanguagemodels
Cohere Intermediate 2y ago
Benchmarking RAG over LangChain Docs
RAG & Vector Search
Benchmarking RAG over LangChain Docs
LangChain Intermediate 2y ago
Modern applications for first responders
RAG & Vector Search
Modern applications for first responders
Google Cloud Intermediate 2y ago
Better customer insights with Grupo Boticario
RAG & Vector Search
Better customer insights with Grupo Boticario
Google Cloud Intermediate 2y ago
Build modern applications for emergency response at the edge
RAG & Vector Search
Build modern applications for emergency response at the edge
Google Cloud Intermediate 2y ago
New course: Vector Databases: from Embeddings to Applications with Weaviate
RAG & Vector Search
New course: Vector Databases: from Embeddings to Applications with Weaviate
DeepLearningAI Intermediate 2y ago
AutoLLM: Ship RAG based LLM Apps and API in Seconds
RAG & Vector Search ⚡ AI Lesson
AutoLLM: Ship RAG based LLM Apps and API in Seconds
AI Anytime Intermediate 2y ago
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Membangun Agen AI dengan Database Enterprise
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Self-paced
Membangun Agen AI dengan Database Enterprise
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Core 1: Hardware and Network Troubleshooting
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Core 1: Hardware and Network Troubleshooting
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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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Criar embeddings, pesquisa vetorial e RAG com o BigQuery
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Self-paced
Criar embeddings, pesquisa vetorial e RAG com o BigQuery
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Pesquisa vetorial e embeddings
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Self-paced
Pesquisa vetorial e embeddings
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Optimizing Foundation Models
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Self-paced
Optimizing Foundation Models
Opens on Coursera ↗