Core AI

RAG & Vector Search

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

5,273
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
Finding True Strength in Competition + More | VeeFriends ๐Ÿˆโ€โฌ› | Cartoon Video Compilation
RAG & Vector Search
Finding True Strength in Competition + More | VeeFriends ๐Ÿˆโ€โฌ› | Cartoon Video Compilation
VeeFriends Cartoons Intermediate 10mo ago
Weaviate TECH Hands-On: Personalization Agent
RAG & Vector Search
Weaviate TECH Hands-On: Personalization Agent
Weaviate vector database Intermediate 10mo ago
Transform retail with edge AI analytics
RAG & Vector Search
Transform retail with edge AI analytics
Google Cloud Intermediate 10mo ago
Lakebase: Real-time Operational & Analytical Data on One Platform
RAG & Vector Search โšก AI Lesson
Lakebase: Real-time Operational & Analytical Data on One Platform
Databricks Intermediate 10mo ago
Summit Live: Partners - Hear From Key Companies on Adding Value
RAG & Vector Search โšก AI Lesson
Summit Live: Partners - Hear From Key Companies on Adding Value
Databricks Intermediate 10mo ago
Day 1: Prapela Case Study
RAG & Vector Search
Day 1: Prapela Case Study
MIT OpenCourseWare Intermediate 10mo ago
DeepExtension RAG as AI's Knowledge Plugin
RAG & Vector Search
DeepExtension RAG as AI's Knowledge Plugin
DeepExtension Intermediate 10mo ago
What is an AI Transformation Partner? (and how to become one)
RAG & Vector Search โšก AI Lesson
What is an AI Transformation Partner? (and how to become one)
Liam Ottley Beginner 10mo ago
The Struggle to Express Feelings and the Impact of Unspoken Emotions | VeeFriends ๐Ÿˆโ€โฌ› Full Episodes
RAG & Vector Search
The Struggle to Express Feelings and the Impact of Unspoken Emotions | VeeFriends ๐Ÿˆโ€โฌ› Full Episodes
VeeFriends Cartoons Beginner 10mo ago
Create advanced automations using the Home APIs on Android
RAG & Vector Search
Create advanced automations using the Home APIs on Android
Google for Developers Intermediate 10mo ago
Weaviate TECH Hands-On: Query Agent in JavaScript
RAG & Vector Search
Weaviate TECH Hands-On: Query Agent in JavaScript
Weaviate vector database Beginner 10mo ago
Synology vs Hexos | Which Home Server OS is BETTER in 2025?
RAG & Vector Search โšก AI Lesson
Synology vs Hexos | Which Home Server OS is BETTER in 2025?
Marcus Media Advanced 10mo ago
Richard Branson's Top 10 Rules for Success
RAG & Vector Search
Richard Branson's Top 10 Rules for Success
Evan Carmichael Beginner 10mo ago
Hexos vs TrueNAS | Which Storage Platform is BETTER in 2025?
RAG & Vector Search
Hexos vs TrueNAS | Which Storage Platform is BETTER in 2025?
Marcus Media Advanced 10mo ago
Lexical (BM25) and Neural (Sparse Embeddings) Hybrid Search with Autocomplete Using OpenSearch
RAG & Vector Search
Lexical (BM25) and Neural (Sparse Embeddings) Hybrid Search with Autocomplete Using OpenSearch
Data Science and Data Visualization Intermediate 10mo ago
Our Best Tips for Context Engineering (full training session) (from prompts to fine-tuning LLMs)
RAG & Vector Search
Our Best Tips for Context Engineering (full training session) (from prompts to fine-tuning LLMs)
What's AI by Louis-Franรงois Bouchard Advanced 10mo ago
Build a Full Stack Food Delivery App in React Native with Scalable Database Architecture
RAG & Vector Search
Build a Full Stack Food Delivery App in React Native with Scalable Database Architecture
JavaScript Mastery Beginner 10mo ago
The 3 Ways to Make Websites in Python - Fast & Easy
RAG & Vector Search โšก AI Lesson
The 3 Ways to Make Websites in Python - Fast & Easy
Tech With Tim Beginner 10mo ago
Raghav Sir Na Ki GfG Ki Website Hack? ๐Ÿ˜ฑ๐Ÿ˜ณ #Shorts #Hacketyper #ViralVideo #GfG
RAG & Vector Search
Raghav Sir Na Ki GfG Ki Website Hack? ๐Ÿ˜ฑ๐Ÿ˜ณ #Shorts #Hacketyper #ViralVideo #GfG
GeeksforGeeks Intermediate 10mo ago
Improving Lead Quality From Performance Max
RAG & Vector Search
Improving Lead Quality From Performance Max
Paid Media Pros Advanced 10mo ago
Databricks and the Rise of the Data Engineer | #DataManagement #BusinessInsights #Databricks #Shorts
RAG & Vector Search
Databricks and the Rise of the Data Engineer | #DataManagement #BusinessInsights #Databricks #Shorts
The New Stack Intermediate 10mo ago
#NVIDIA DGX Spark - Your Own Personal #AI Supercomputer
RAG & Vector Search โšก AI Lesson
#NVIDIA DGX Spark - Your Own Personal #AI Supercomputer
NVIDIA Developer Intermediate 10mo ago
How  to Learn to Code as a Kid (Under 18)
RAG & Vector Search โšก AI Lesson
How to Learn to Code as a Kid (Under 18)
Tech With Tim Intermediate 10mo ago
Intro to GraphRAG โ€” Zach Blumenfeld
RAG & Vector Search โšก AI Lesson
Intro to GraphRAG โ€” Zach Blumenfeld
AI Engineer Beginner 10mo ago
Summit Live: How Databricks Uses Databricks
RAG & Vector Search โšก AI Lesson
Summit Live: How Databricks Uses Databricks
Databricks Beginner 10mo ago
Advanced RAG Overview โ€” Thawing Your Frozen RAG Pipeline
RAG & Vector Search โšก AI Lesson
Advanced RAG Overview โ€” Thawing Your Frozen RAG Pipeline
Databricks Beginner 10mo ago
Databricks Without Disruption: A Deep Dive on Catalog Federation with Hive Metastore, Glue, and Snow
RAG & Vector Search โšก AI Lesson
Databricks Without Disruption: A Deep Dive on Catalog Federation with Hive Metastore, Glue, and Snow
Databricks Intermediate 10mo ago
Financial Services Industry Forum: Shifting to Financial Intelligence|Sponsored by: Deloitte and AWS
RAG & Vector Search โšก AI Lesson
Financial Services Industry Forum: Shifting to Financial Intelligence|Sponsored by: Deloitte and AWS
Databricks Beginner 10mo ago
AT&T AutoClassify: Unified Multi-Head Binary Classification From Unlabeled Text
RAG & Vector Search โšก AI Lesson
AT&T AutoClassify: Unified Multi-Head Binary Classification From Unlabeled Text
Databricks Beginner 10mo ago
Supercharging Sales Intelligence: Processing Billions of Events via Structured Streaming
RAG & Vector Search โšก AI Lesson
Supercharging Sales Intelligence: Processing Billions of Events via Structured Streaming
Databricks Intermediate 10mo ago
A Japanese Mega-Bankโ€™s Journey to a Modern, GenAI-Powered, Governed Data Platform
RAG & Vector Search โšก AI Lesson
A Japanese Mega-Bankโ€™s Journey to a Modern, GenAI-Powered, Governed Data Platform
Databricks Intermediate 10mo ago
Trust You Can Measure: Data Quality Standards in The Lakehouse
RAG & Vector Search โšก AI Lesson
Trust You Can Measure: Data Quality Standards in The Lakehouse
Databricks Intermediate 10mo ago
Scaling Identity Graph Ingestion to 1M Events/Sec with Spark Streaming & Delta Lake
RAG & Vector Search โšก AI Lesson
Scaling Identity Graph Ingestion to 1M Events/Sec with Spark Streaming & Delta Lake
Databricks Intermediate 10mo ago
Letโ€™s Elevate: An Open Source Model for Data Sharing and Collaboration in Retail and Consumer Goods
RAG & Vector Search โšก AI Lesson
Letโ€™s Elevate: An Open Source Model for Data Sharing and Collaboration in Retail and Consumer Goods
Databricks Beginner 10mo ago
ClickHouse and Databricks for Real-Time Analytics
RAG & Vector Search โšก AI Lesson
ClickHouse and Databricks for Real-Time Analytics
Databricks Advanced 10mo ago
Evaluation-Driven Development Workflows: Best Practices and Real-World Scenarios
RAG & Vector Search โšก AI Lesson
Evaluation-Driven Development Workflows: Best Practices and Real-World Scenarios
Databricks Beginner 10mo ago
How Ad Tech Runs on Databricks
RAG & Vector Search โšก AI Lesson
How Ad Tech Runs on Databricks
Databricks Intermediate 10mo ago
Mastering Change Data Capture With DLT
RAG & Vector Search โšก AI Lesson
Mastering Change Data Capture With DLT
Databricks Intermediate 10mo ago
Scalable Data Ingestion: Building Custom Pipelines with the Fivetran Connector SDK and Databricks
RAG & Vector Search โšก AI Lesson
Scalable Data Ingestion: Building Custom Pipelines with the Fivetran Connector SDK and Databricks
Databricks Intermediate 10mo ago
Personalizing Experiences and Improving Engagement with a Modernized Data Infrastructure
RAG & Vector Search โšก AI Lesson
Personalizing Experiences and Improving Engagement with a Modernized Data Infrastructure
Databricks Advanced 10mo ago
Analyzing Geospatial Data at Scale in Databricks for Environment & Agriculture
RAG & Vector Search โšก AI Lesson
Analyzing Geospatial Data at Scale in Databricks for Environment & Agriculture
Databricks Intermediate 10mo ago
Sponsored by: Impetus | Supercharge AI with automated migration to Databricks with Impetus
RAG & Vector Search โšก AI Lesson
Sponsored by: Impetus | Supercharge AI with automated migration to Databricks with Impetus
Databricks Advanced 10mo ago
Transforming Data at Rheem: From Silos to Scalable Data Lakehouse With Databricks and Unity Catalog
RAG & Vector Search โšก AI Lesson
Transforming Data at Rheem: From Silos to Scalable Data Lakehouse With Databricks and Unity Catalog
Databricks Intermediate 10mo ago
Cost-Effective Data Architecture and AI Practice With Databricks at FunPlus
RAG & Vector Search โšก AI Lesson
Cost-Effective Data Architecture and AI Practice With Databricks at FunPlus
Databricks Intermediate 10mo ago
Unity Catalog Implementation & Evolution at Edward Jones
RAG & Vector Search โšก AI Lesson
Unity Catalog Implementation & Evolution at Edward Jones
Databricks Advanced 10mo ago
Extending Unity Catalog to Govern the Data Estate With Informatica Cloud Data Governance & Catalog
RAG & Vector Search โšก AI Lesson
Extending Unity Catalog to Govern the Data Estate With Informatica Cloud Data Governance & Catalog
Databricks Beginner 10mo ago
Get the Most of Your Delta Lake
RAG & Vector Search โšก AI Lesson
Get the Most of Your Delta Lake
Databricks Advanced 10mo ago
Sponsored by: Cognizant | How Cognizant Helped RJR Transform Market Intelligence with GenAI
RAG & Vector Search โšก AI Lesson
Sponsored by: Cognizant | How Cognizant Helped RJR Transform Market Intelligence with GenAI
Databricks Intermediate 10mo ago
๐Ÿ“š Coursera Courses Opens on Coursera ยท Free to audit
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Membuat Sematan, Pencarian Vektor, & RAG dengan BigQuery
๐Ÿ“š Coursera Course โ†—
Self-paced
Membuat Sematan, Pencarian Vektor, & RAG dengan BigQuery
Opens on Coursera โ†—
Capstone : Application de la gestion de projets dans le monde rรฉel
๐Ÿ“š Coursera Course โ†—
Self-paced
Capstone : Application de la gestion de projets dans le monde rรฉel
Opens on Coursera โ†—
Professional IQ Capstone
๐Ÿ“š Coursera Course โ†—
Self-paced
Professional IQ Capstone
Opens on Coursera โ†—
Promoting Accessible Workplaces with Assistive Technology
๐Ÿ“š Coursera Course โ†—
Self-paced
Promoting Accessible Workplaces with Assistive Technology
Opens on Coursera โ†—
Mastering Android App Development
๐Ÿ“š Coursera Course โ†—
Self-paced
Mastering Android App Development
Opens on Coursera โ†—
Fundamentals of Digital Image and Video Processing
๐Ÿ“š Coursera Course โ†—
Self-paced
Fundamentals of Digital Image and Video Processing
Opens on Coursera โ†—