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
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You’re Not Training ChatGPT By Pasting Data
RAG & Vector Search
You’re Not Training ChatGPT By Pasting Data
What's AI by Louis-François Bouchard Advanced 3mo ago
Mary Technology Wants to Solve Litigation's 'Fact Chaos' Problem
RAG & Vector Search
Mary Technology Wants to Solve Litigation's 'Fact Chaos' Problem
LawNext Beginner 3mo ago
3: Sound Localization, Pitch, Timbre, and Loudness / Psychophysical Methods
RAG & Vector Search
3: Sound Localization, Pitch, Timbre, and Loudness / Psychophysical Methods
MIT OpenCourseWare Intermediate 3mo ago
2: Frequency Selectivity and Nonlinearity in Hearing
RAG & Vector Search
2: Frequency Selectivity and Nonlinearity in Hearing
MIT OpenCourseWare Intermediate 3mo ago
OCR vs. Image Embeddings for PDF RAG: Which One is Better?
RAG & Vector Search
OCR vs. Image Embeddings for PDF RAG: Which One is Better?
Weaviate vector database Beginner 3mo ago
RAG Explained: How AI Stops Hallucinating in 60 Seconds #Shorts
RAG & Vector Search
RAG Explained: How AI Stops Hallucinating in 60 Seconds #Shorts
Tech Talks with Kaleem Beginner 3mo ago
Build Your First RAG System in Python
RAG & Vector Search
Build Your First RAG System in Python
The Coding Engineer Beginner 3mo ago
Your RAG is Broken 😳 Meet PageIndex (Vectorless AI)
RAG & Vector Search
Your RAG is Broken 😳 Meet PageIndex (Vectorless AI)
Analytics Vidhya Intermediate 3mo ago
AI Components : Vectors, Tokenization, Embeddings
RAG & Vector Search
AI Components : Vectors, Tokenization, Embeddings
The Coding Engineer Intermediate 3mo ago
How to Build a production-ready RAG AI agent
RAG & Vector Search
How to Build a production-ready RAG AI agent
Google Cloud Tech Beginner 3mo ago
You need to hear this!
RAG & Vector Search ⚡ AI Lesson
You need to hear this!
Tech With Tim Beginner 3mo ago
AI just broke its knowledge limit! See how RAG changes everything.
RAG & Vector Search ⚡ AI Lesson
AI just broke its knowledge limit! See how RAG changes everything.
Casey Keith Advanced 3mo ago
AI Search is *forcing* your website code to change.
RAG & Vector Search ⚡ AI Lesson
AI Search is *forcing* your website code to change.
Casey Keith Intermediate 3mo ago
Bullet Block Spring physics demo
RAG & Vector Search
Bullet Block Spring physics demo
Zariga Tongy Intermediate 3mo ago
Technology Tree of Rag
RAG & Vector Search
Technology Tree of Rag
Vamaze Tech Intermediate 3mo ago
Are you making this mistake with code?
RAG & Vector Search
Are you making this mistake with code?
Tech With Tim Beginner 3mo ago
RAG Mock Interview Questions and Answers for GenAI Job Roles
RAG & Vector Search
RAG Mock Interview Questions and Answers for GenAI Job Roles
Analytics Vidhya Beginner 3mo ago
The FASTEST Way to Add RAG to Azure AI Agents
RAG & Vector Search
The FASTEST Way to Add RAG to Azure AI Agents
Azure Innovation Station | Azure AI Agents Intermediate 3mo ago
Beyond the form fill: Mastering lead quality in the AI era
RAG & Vector Search
Beyond the form fill: Mastering lead quality in the AI era
Google Ads Beginner 3mo ago
Vector Search vs Cross-Encoder #rag #aiengineering #llm
RAG & Vector Search ⚡ AI Lesson
Vector Search vs Cross-Encoder #rag #aiengineering #llm
Shane | LLM Implementation Beginner 3mo ago
Late Interaction combines the best of Keyword and Semantic Search
RAG & Vector Search ⚡ AI Lesson
Late Interaction combines the best of Keyword and Semantic Search
Weaviate vector database Intermediate 3mo ago
Goodbye Google Forms — This AI Does It All
RAG & Vector Search
Goodbye Google Forms — This AI Does It All
Kevin Stratvert Intermediate 3mo ago
Graph RAG: EdgeQuake. Stop Losing the Context: How Relationship-Aware Retrieval is Transforming RAG
RAG & Vector Search
Graph RAG: EdgeQuake. Stop Losing the Context: How Relationship-Aware Retrieval is Transforming RAG
AI Podcast Series. Byte Goose AI. Beginner 3mo ago
Build a Zero-Cost RAG Pipeline for PDFs (FAISS + Hugging Face)
RAG & Vector Search ⚡ AI Lesson
Build a Zero-Cost RAG Pipeline for PDFs (FAISS + Hugging Face)
Great Learning Beginner 3mo ago
Why Vector Search Works? Using LSH and Cosine Similarity for High-Dimensional Data Retrieval.
RAG & Vector Search ⚡ AI Lesson
Why Vector Search Works? Using LSH and Cosine Similarity for High-Dimensional Data Retrieval.
AI Podcast Series. Byte Goose AI. Beginner 3mo ago
Why Your RAG Misses Answers (Reranking)
RAG & Vector Search ⚡ AI Lesson
Why Your RAG Misses Answers (Reranking)
Shane | LLM Implementation Intermediate 3mo ago
Stop Jumping Marketing Channels (Do This Instead)
RAG & Vector Search ⚡ AI Lesson
Stop Jumping Marketing Channels (Do This Instead)
Steve Hunsaker | Home Service Accelerator Intermediate 3mo ago
RAG Explained in 12 Minutes
RAG & Vector Search ⚡ AI Lesson
RAG Explained in 12 Minutes
Aishwarya Srinivasan Beginner 3mo ago
28 AI BASICS Retrieval augmented generation RAG
RAG & Vector Search
28 AI BASICS Retrieval augmented generation RAG
Sinsavk AI for beginners Beginner 3mo ago
RDF-Agent Explained in 5 Minutes 🤖 | Knowledge-Graph Reasoning vs RAG Agents
RAG & Vector Search
RDF-Agent Explained in 5 Minutes 🤖 | Knowledge-Graph Reasoning vs RAG Agents
CodeCraft Academy Beginner 3mo ago
16: Depth Perception (cont'd)
RAG & Vector Search
16: Depth Perception (cont'd)
MIT OpenCourseWare Intermediate 3mo ago
12: Lightness Perception, Color Perception
RAG & Vector Search
12: Lightness Perception, Color Perception
MIT OpenCourseWare Intermediate 3mo ago
14: Motion Perception (cont'd)
RAG & Vector Search ⚡ AI Lesson
14: Motion Perception (cont'd)
MIT OpenCourseWare Intermediate 3mo ago
7: The Eye and Retina
RAG & Vector Search ⚡ AI Lesson
7: The Eye and Retina
MIT OpenCourseWare Intermediate 3mo ago
4: Pitch Perception and Scene Analysis
RAG & Vector Search
4: Pitch Perception and Scene Analysis
MIT OpenCourseWare Intermediate 3mo ago
19: Texture Perception (cont'd)
RAG & Vector Search
19: Texture Perception (cont'd)
MIT OpenCourseWare Intermediate 3mo ago
15: Depth Perception
RAG & Vector Search ⚡ AI Lesson
15: Depth Perception
MIT OpenCourseWare Intermediate 3mo ago
NEVER write code like this.
RAG & Vector Search ⚡ AI Lesson
NEVER write code like this.
Tech With Tim Beginner 3mo ago
Multi-Vector Search with Amélie Chatelain and Antoine Chaffin - Weaviate Podcast #134!
RAG & Vector Search ⚡ AI Lesson
Multi-Vector Search with Amélie Chatelain and Antoine Chaffin - Weaviate Podcast #134!
Weaviate vector database Beginner 3mo ago
Session 07: Marine Carbonate Chemistry
RAG & Vector Search ⚡ AI Lesson
Session 07: Marine Carbonate Chemistry
MIT OpenCourseWare Beginner 3mo ago
Session 12: Atmospheric-ocean interaction
RAG & Vector Search
Session 12: Atmospheric-ocean interaction
MIT OpenCourseWare Beginner 3mo ago
Session 18: Nov Quantifying Biogeochemical Fluxes and Rates
RAG & Vector Search ⚡ AI Lesson
Session 18: Nov Quantifying Biogeochemical Fluxes and Rates
MIT OpenCourseWare Intermediate 3mo ago
Your PDF Breaks RAG #rag #pdf #machinelearning
RAG & Vector Search
Your PDF Breaks RAG #rag #pdf #machinelearning
Shane | LLM Implementation Beginner 3mo ago
PageIndex vs RAG: Why Traditional Retrieval is Broken (PageIndex AI Tutorial)
RAG & Vector Search ⚡ AI Lesson
PageIndex vs RAG: Why Traditional Retrieval is Broken (PageIndex AI Tutorial)
Analytics Vidhya Beginner 3mo ago
RAG Project: Company Policy Bot
RAG & Vector Search ⚡ AI Lesson
RAG Project: Company Policy Bot
Analytics Vidhya Intermediate 3mo ago
Vector Databases Explained
RAG & Vector Search ⚡ AI Lesson
Vector Databases Explained
Analytics Vidhya Beginner 3mo ago
Final Step: Take the Quiz & Claim Your Certificate
RAG & Vector Search ⚡ AI Lesson
Final Step: Take the Quiz & Claim Your Certificate
Analytics Vidhya Intermediate 3mo ago
What is a RAG System
RAG & Vector Search ⚡ AI Lesson
What is a RAG System
Analytics Vidhya Beginner 3mo ago
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Deploy Vector DBs Securely
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Deploy Vector DBs Securely
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Geodesign: Change Your World
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Geodesign: Change Your World
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Getting Started with Vector Search and Embeddings
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Getting Started with Vector Search and Embeddings
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Vector Databases Deep Dive
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Vector Databases Deep Dive
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Create a RAG Application with BigQuery
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Self-paced
Create a RAG Application with BigQuery
Opens on Coursera ↗
Create Chatbots & NLP Apps
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Self-paced
Create Chatbots & NLP Apps
Opens on Coursera ↗