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
Vector Search and Embeddings
RAG & Vector Search
Vector Search and Embeddings
Google Cloud Beginner 2y ago
Transcribe audio faster, better and cheaper with Universal-1
RAG & Vector Search
Transcribe audio faster, better and cheaper with Universal-1
AssemblyAI Beginner 2y ago
4-Langchain Series-Getting Started With RAG Pipeline Using Langchain Chromadb And FAISS
RAG & Vector Search
4-Langchain Series-Getting Started With RAG Pipeline Using Langchain Chromadb And FAISS
Krish Naik Beginner 2y ago
AI Agent Evaluation with RAGAS
RAG & Vector Search
AI Agent Evaluation with RAGAS
James Briggs Beginner 2y ago
LLMs got dumber?
RAG & Vector Search
LLMs got dumber?
Data Science Dojo Beginner 2y ago
【Landlord's Super】 Fauna's a landlord now. Bit sad innit?
RAG & Vector Search
【Landlord's Super】 Fauna's a landlord now. Bit sad innit?
Ceres Fauna Ch. hololive-EN Beginner 2y ago
Is your LLM too generic? Learn how fine-tuning helps! #generativeai #llms #rag #finetuning
RAG & Vector Search
Is your LLM too generic? Learn how fine-tuning helps! #generativeai #llms #rag #finetuning
Data Science Dojo Beginner 2y ago
Async for loops in Python
RAG & Vector Search ⚡ AI Lesson
Async for loops in Python
mCoding Beginner 2y ago
Maximizing Facebook for Business Growth... The Ultimate Guide
RAG & Vector Search
Maximizing Facebook for Business Growth... The Ultimate Guide
Professor Charley T Beginner 2y ago
Navigating the New Era of AI with Pinecone CEO Edo Liberty
RAG & Vector Search ⚡ AI Lesson
Navigating the New Era of AI with Pinecone CEO Edo Liberty
Weights & Biases Beginner 2y ago
🚀 Boost Your Service Page Rankings to #1 with These SEO Tips! #shorts
RAG & Vector Search
🚀 Boost Your Service Page Rankings to #1 with These SEO Tips! #shorts
Jacky Chou from Indexsy Beginner 2y ago
【HITMAN 3】 They put Boromir in Hitman
RAG & Vector Search
【HITMAN 3】 They put Boromir in Hitman
Ceres Fauna Ch. hololive-EN Beginner 2y ago
Navigating the Vector Database Landscape
RAG & Vector Search ⚡ AI Lesson
Navigating the Vector Database Landscape
Weights & Biases Beginner 2y ago
Develop Unlimited Chatbots Free Custom Data Set RAG & Open Source Models, OpenAI's Approach Included
RAG & Vector Search ⚡ AI Lesson
Develop Unlimited Chatbots Free Custom Data Set RAG & Open Source Models, OpenAI's Approach Included
How To AI Beginner 2y ago
JETSON AI LAB | Realtime Multimodal VectorDB on Jetson Orin
RAG & Vector Search
JETSON AI LAB | Realtime Multimodal VectorDB on Jetson Orin
NVIDIA Developer Beginner 2y ago
💰💡 Unlocking SEO Agency Profit Secrets! Learn How to Maximize Margins and Boost Revenue #shorts
RAG & Vector Search
💰💡 Unlocking SEO Agency Profit Secrets! Learn How to Maximize Margins and Boost Revenue #shorts
Jacky Chou from Indexsy Beginner 2y ago
Joint Embedding Architectures simplify AI reasoning #machinelearning #ai #podcast
RAG & Vector Search ⚡ AI Lesson
Joint Embedding Architectures simplify AI reasoning #machinelearning #ai #podcast
The TWIML AI Podcast with Sam Charrington Beginner 2y ago
Chat with Websites: LangChain and Gemini to Supercharge Websites Chats | Streamlit | LLM | Python
RAG & Vector Search
Chat with Websites: LangChain and Gemini to Supercharge Websites Chats | Streamlit | LLM | Python
Eduardo Vasquez Beginner 2y ago
Supercharge vector search with Spanner
RAG & Vector Search
Supercharge vector search with Spanner
Google Cloud Tech Beginner 2y ago
RAG with LangChain & Ollama Locally and For Free
RAG & Vector Search
RAG with LangChain & Ollama Locally and For Free
Evren Ozkip Beginner 2y ago
How to Improve LLMs with RAG (Overview + Python Code)
RAG & Vector Search
How to Improve LLMs with RAG (Overview + Python Code)
Shaw Talebi Beginner 2y ago
Your NVIDIA GPU can power a free ChatGPT (Chat with RTX)
RAG & Vector Search
Your NVIDIA GPU can power a free ChatGPT (Chat with RTX)
Daniel Bourke Beginner 2y ago
Leverage Existing Libraries in Data Science
RAG & Vector Search
Leverage Existing Libraries in Data Science
ArjanCodes Beginner 2y ago
Local Retrieval Augmented Generation (RAG) from Scratch (step by step tutorial)
RAG & Vector Search
Local Retrieval Augmented Generation (RAG) from Scratch (step by step tutorial)
Daniel Bourke Beginner 2y ago
CS50x Puzzle Day 2024
RAG & Vector Search
CS50x Puzzle Day 2024
CS50 Beginner 2y ago
The Reddit IPO is coming...can it live up to years of hype? | TechCrunch Minute
RAG & Vector Search
The Reddit IPO is coming...can it live up to years of hype? | TechCrunch Minute
TechCrunch Beginner 2y ago
Cohere's Command-R a Strong New Model for RAG
RAG & Vector Search ⚡ AI Lesson
Cohere's Command-R a Strong New Model for RAG
Sam Witteveen Beginner 2y ago
Armchair Architects: Are AI Charters Valuable?
RAG & Vector Search
Armchair Architects: Are AI Charters Valuable?
Microsoft Developer Beginner 2y ago
Chunking Strategies in RAG: Optimising Data for Advanced AI Responses
RAG & Vector Search
Chunking Strategies in RAG: Optimising Data for Advanced AI Responses
Mervin Praison Beginner 2y ago
How humanity got hooked on coffee - Jonathan Morris
RAG & Vector Search
How humanity got hooked on coffee - Jonathan Morris
TED-Ed Beginner 2y ago
Adding Depth to DSPy Programs
RAG & Vector Search ⚡ AI Lesson
Adding Depth to DSPy Programs
Henry AI Labs Beginner 2y ago
AI-Powered Alchemy: Transforming Financial Data into Strategic Gold
RAG & Vector Search
AI-Powered Alchemy: Transforming Financial Data into Strategic Gold
Lucidate Beginner 2y ago
5 Million Subscribers – An OCW Odyssey
RAG & Vector Search ⚡ AI Lesson
5 Million Subscribers – An OCW Odyssey
MIT OpenCourseWare Beginner 2y ago
How to Transform Fear Into Trust | Discover Secrets of the Mind
RAG & Vector Search
How to Transform Fear Into Trust | Discover Secrets of the Mind
Evan Carmichael Beginner 2y ago
Brave's Game-Changing AI (Spoiler: RAG)!!!
RAG & Vector Search ⚡ AI Lesson
Brave's Game-Changing AI (Spoiler: RAG)!!!
1littlecoder Beginner 2y ago
Ollama Embedding: How to Feed Data to AI for Better Response?
RAG & Vector Search
Ollama Embedding: How to Feed Data to AI for Better Response?
Mervin Praison Beginner 2y ago
No Priors Ep. 52 | With Pinecone CEO Edo Liberty
RAG & Vector Search ⚡ AI Lesson
No Priors Ep. 52 | With Pinecone CEO Edo Liberty
No Priors: AI, Machine Learning, Tech, & Startups Beginner 2y ago
Build a Medical RAG App using BioMistral, Qdrant, and Llama.cpp
RAG & Vector Search ⚡ AI Lesson
Build a Medical RAG App using BioMistral, Qdrant, and Llama.cpp
AI Anytime Beginner 2y ago
Could Reddit’s upcoming IPO reward its power users? | Equity Podcast
RAG & Vector Search
Could Reddit’s upcoming IPO reward its power users? | Equity Podcast
TechCrunch Beginner 2y ago
【SLICE & DICE】 The addictive dice rolling roguelite has a new update
RAG & Vector Search
【SLICE & DICE】 The addictive dice rolling roguelite has a new update
Ceres Fauna Ch. hololive-EN Beginner 2y ago
【A Difficult Game About Climbing】 I'm going to win.
RAG & Vector Search
【A Difficult Game About Climbing】 I'm going to win.
Ceres Fauna Ch. hololive-EN Beginner 2y ago
How Machines Decipher Human Language? | Learn Embeddings in 5 Minutes! #AI #LanguageProcessing
RAG & Vector Search
How Machines Decipher Human Language? | Learn Embeddings in 5 Minutes! #AI #LanguageProcessing
Data Science Dojo Beginner 2y ago
【🐲 FAUNA'S DUNGEON ⚔】 Birthday Stream!! SPECIAL GUESTS, ACCESSORY REVEALS, & MORE! #Faunjoubi2024
RAG & Vector Search ⚡ AI Lesson
【🐲 FAUNA'S DUNGEON ⚔】 Birthday Stream!! SPECIAL GUESTS, ACCESSORY REVEALS, & MORE! #Faunjoubi2024
Ceres Fauna Ch. hololive-EN Beginner 2y ago
【Balatro】 Addictive & Illegal Poker Roguelite/Deckbuilder
RAG & Vector Search
【Balatro】 Addictive & Illegal Poker Roguelite/Deckbuilder
Ceres Fauna Ch. hololive-EN Beginner 2y ago
【MINECRAFT】 World Tree's First Birthday Party! 🎂 (Open VC) #anniversatree
RAG & Vector Search
【MINECRAFT】 World Tree's First Birthday Party! 🎂 (Open VC) #anniversatree
Ceres Fauna Ch. hololive-EN Beginner 2y ago
【Superchat Catch Up!】 goth edition
RAG & Vector Search
【Superchat Catch Up!】 goth edition
Ceres Fauna Ch. hololive-EN Beginner 2y ago
【HITMAN 3】 ANNOUNCEMENT +The real heartbreak is losing your hardcore freelancer run
RAG & Vector Search
【HITMAN 3】 ANNOUNCEMENT +The real heartbreak is losing your hardcore freelancer run
Ceres Fauna Ch. hololive-EN Beginner 2y ago
The kirin has breached containment #mocopi
RAG & Vector Search ⚡ AI Lesson
The kirin has breached containment #mocopi
Ceres Fauna Ch. hololive-EN Beginner 2y ago
📚 Continue on Coursera External links · Free to audit
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Learn GitHub Flavored Markdown
📚 External: Coursera ↗
Self-paced
Learn GitHub Flavored Markdown
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 ↗
Getting Started with Vector Databases and AI Embeddings
📚 External: Coursera ↗
Self-paced
Getting Started with Vector Databases and AI Embeddings
Opens on Coursera ↗
GenAI Data Engineering and RAG Systems
📚 External: Coursera ↗
Self-paced
GenAI Data Engineering and RAG Systems
Opens on Coursera ↗
Building Multimodal Data Pipelines
📚 External: Coursera ↗
Self-paced
Building Multimodal Data Pipelines
Opens on Coursera ↗
Protect and Grow Your Freelancing Business
📚 External: Coursera ↗
Self-paced
Protect and Grow Your Freelancing Business
Opens on Coursera ↗